From 40902d9d8fccc7f423ca7766cd8b1a3848fcd1bd Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 15:24:32 -0700
Subject: [PATCH 001/279] Version 2.1.3

- See CHANGELOG.md for summary of changes
---
 .gitignore                                    |    7 +
 CHANGELOG.md                                  |  124 +
 compose.base.yaml                             |   10 -
 compose.override.yaml                         |   41 +-
 compose.prod.build.yaml                       |    8 +-
 compose.yaml                                  |  241 +-
 docs/agents.md                                |   82 +
 docs/chromium.md                              |  198 +
 docs/cli.md                                   |   45 +-
 docs/images/agent_credential_extraction.png   |  Bin 0 -> 471871 bytes
 .../agent_credential_extraction_results.png   |  Bin 0 -> 395967 bytes
 docs/images/agent_text_summarizer.png         |  Bin 0 -> 513573 bytes
 docs/images/agents_finding_triage.png         |  Bin 0 -> 305501 bytes
 docs/images/agents_true_positive_details.png  |  Bin 0 -> 355578 bytes
 docs/images/arize_phoenix_tracing.png         |  Bin 0 -> 506183 bytes
 docs/images/chromium-cookies-tab.png          |  Bin 0 -> 599815 bytes
 docs/images/chromium-downloads-tab.png        |  Bin 0 -> 729518 bytes
 docs/images/chromium-history-tab.png          |  Bin 0 -> 690335 bytes
 docs/images/chromium-logins-tab.png           |  Bin 0 -> 293823 bytes
 docs/images/chromium-state-keys-tab.png       |  Bin 0 -> 240033 bytes
 docs/images/litellm_main_interface.png        |  Bin 0 -> 321090 bytes
 docs/images/nemesis_dashboard_agents.png      |  Bin 0 -> 316409 bytes
 .../nemesis_dashboard_agents_prompt.png       |  Bin 0 -> 273002 bytes
 docs/images/nemesis_dynamic_help_menu.png     |  Bin 0 -> 448333 bytes
 docs/odr.md                                   |    1 +
 env.example                                   |    9 +-
 infra/dapr/components/pubsub.yaml             |   18 +-
 infra/hasura/metadata/tables.yaml             |   45 +
 infra/litellm/config.yml                      |   19 +
 infra/postgres/01-schema.sql                  |  353 +-
 .../chromium}/.vscode/settings.json           |   15 +-
 libs/chromium/README.md                       |    2 +
 libs/chromium/chromium/__init__.py            |   15 +
 libs/chromium/chromium/cookies.py             |  192 +
 libs/chromium/chromium/helpers.py             |  164 +
 libs/chromium/chromium/history.py             |  165 +
 libs/chromium/chromium/local_state.py         |  231 +
 libs/chromium/chromium/logins.py              |  164 +
 libs/chromium/poetry.lock                     |  755 ++++
 .../dotnet_api => libs/chromium}/poetry.toml  |    0
 libs/chromium/pyproject.toml                  |   22 +
 .../rule.yara => chromium/tests/__init__.py}  |    0
 libs/common/common/helpers.py                 |   37 +-
 libs/common/common/logger.py                  |   78 +
 libs/common/common/models.py                  |   83 +-
 libs/common/common/models2/api.py             |   85 +-
 libs/common/common/state_helpers.py           |    9 +-
 libs/common/common/storage.py                 |   19 +-
 libs/common/pyproject.toml                    |   70 -
 libs/dpapi/.vscode/settings.json              |   56 +
 libs/dpapi/README.md                          |    2 +
 libs/dpapi/dpapi/__init__.py                  |    3 +
 libs/dpapi/poetry.lock                        |  755 ++++
 {projects/triage => libs/dpapi}/poetry.toml   |    0
 libs/dpapi/pyproject.toml                     |   19 +
 libs/dpapi/tests/__init__.py                  |    0
 .../base64_decoder/analyzer.py                |   39 +-
 .../certificate/analyzer.py                   |   57 +-
 .../chromium_cookies/analyzer.py              |  232 +
 .../chromium_history/analyzer.py              |  270 +-
 .../chromium_localstate/analyzer.py           |   82 +
 .../chromium_logins/analyzer.py               |  205 +
 .../container/analyzer.py                     |  176 +-
 .../container_contents/analyzer.py            |   10 +-
 .../container_contents/containers.py          |    1 +
 .../dotnet/analyzer.py                        |  145 +-
 .../file_enrichment_modules/dpapi/analyzer.py |   77 +-
 .../dpapi/dpapi_helpers.py                    |   17 +-
 .../filename/analyzer.py                      |   20 +-
 .../filezilla/analyzer.py                     |  230 +-
 .../gitcredentials/analyzer.py                |  161 +-
 .../file_enrichment_modules/kdbx/analyzer.py  |  164 +-
 .../kdbx/keepass2john.py                      |    2 +-
 .../keytab/analyzer.py                        |  387 +-
 .../llm_credential_analysis/analyzer.py       |  372 --
 .../file_enrichment_modules/lnk/analyzer.py   |   88 +-
 .../lsass_dump/analyzer.py                    |  461 +-
 .../office_doc/analyzer.py                    |   56 +-
 .../parquet/analyzer.py                       |  284 +-
 .../file_enrichment_modules/pdf/analyzer.py   |   57 +-
 .../file_enrichment_modules/pe/analyzer.py    |   66 +-
 .../file_enrichment_modules/pii/analyzer.py   |  234 +-
 .../putty_reg/analyzer.py                     |  175 +-
 .../file_enrichment_modules/slack/analyzer.py |  261 +-
 .../sqlite/analyzer.py                        |  105 +-
 .../sysprep/analyzer.py                       |  188 +-
 .../text_summarizer/analyzer.py               |  288 --
 .../unattend_xml/analyzer.py                  |  219 +-
 .../vnc_ini/analyzer.py                       |  182 +-
 .../file_enrichment_modules/yara/analyzer.py  |  203 +-
 .../yara/yara_manager.py                      |    2 +-
 libs/file_enrichment_modules/pyproject.toml   |   70 -
 mkdocs.yml                                    |    2 +
 projects/InspectAssembly/Dockerfile           |   25 -
 projects/InspectAssembly/InspectAssembly.sln  |   25 -
 .../InspectAssembly/InspectAssembly.csproj    |   15 -
 .../InspectAssembly/Program.cs                |  431 --
 projects/InspectAssembly/README.md            |    7 -
 .../{triage => agents}/.vscode/launch.json    |    0
 .../.vscode/settings.json                     |    0
 projects/{triage => agents}/Dockerfile        |   32 +-
 projects/agents/README.md                     |    9 +
 projects/agents/agents/agent_manager.py       |  157 +
 projects/agents/agents/base_agent.py          |   81 +
 projects/agents/agents/helpers.py             |  173 +
 .../agents/lib/ICSharpCode.Decompiler.dll     |  Bin 0 -> 2508800 bytes
 .../agents/agents/lib/ICSharpCode.ILSpyX.dll  |  Bin 0 -> 124416 bytes
 projects/agents/agents/lib/Mono.Cecil.dll     |  Bin 0 -> 359424 bytes
 projects/agents/agents/litellm_startup.py     |  228 +
 projects/agents/agents/logger.py              |  230 +
 projects/agents/agents/main.py                |  597 +++
 projects/agents/agents/model_manager.py       |   82 +
 projects/agents/agents/phoenix_cost_sync.py   |  273 ++
 projects/agents/agents/prompt_manager.py      |  132 +
 projects/agents/agents/schemas.py             |   93 +
 .../agents/tasks/THIRD_PARTY_LICENSES.txt     |   30 +
 .../agents/tasks/credential_analyzer.py       |  246 ++
 .../agents/agents/tasks/dotnet_analyzer.py    |  577 +++
 projects/agents/agents/tasks/jwt.py           |  141 +
 projects/agents/agents/tasks/summarizer.py    |  185 +
 projects/agents/agents/tasks/validate.py      |  149 +
 projects/agents/poetry.lock                   | 3883 +++++++++++++++++
 projects/agents/poetry.toml                   |    3 +
 projects/agents/pyproject.toml                |   41 +
 projects/alerting/alerting/main.py            |   36 +
 projects/alerting/pyproject.toml              |   68 -
 projects/cli/cli/main.py                      |   52 +-
 projects/cli/cli/monitor.py                   |   25 +-
 projects/cli/cli/mythic_connector/config.py   |    4 +-
 projects/cli/cli/mythic_connector/handlers.py |    4 +
 projects/cli/cli/nemesis_client.py            |    4 +-
 .../stage1_connector/download_processor.py    |    4 +
 projects/cli/cli/submit.py                    |  393 +-
 projects/cli/pyproject.toml                   |   68 -
 projects/cli/windows_filters.json             |   12 +
 .../document_conversion/main.py               |  210 +-
 projects/document_conversion/poetry.lock      |   30 +-
 projects/document_conversion/pyproject.toml   |   70 +-
 projects/dotnet_api/.vscode/launch.json       |   22 -
 projects/dotnet_api/Dockerfile                |  148 -
 projects/dotnet_api/README.md                 |   59 -
 projects/dotnet_api/dotnet_api/main.py        |  143 -
 projects/dotnet_api/poetry.lock               | 1337 ------
 projects/dotnet_service/.dockerignore         |   24 +
 .../Controllers/DecompilerController.cs       |  128 +
 projects/dotnet_service/Dockerfile            |   45 +
 .../ILSpyDecompilerService.csproj             |   30 +
 .../dotnet_service/Models/DecompilerModels.cs |   54 +
 projects/dotnet_service/Program.cs            |   33 +
 projects/dotnet_service/README.md             |   29 +
 .../Services/AssemblyAnalysisService.cs       |  311 ++
 .../Services/DecompilerEngine.cs              |  114 +
 .../dotnet_service/Services/MinioService.cs   |   79 +
 projects/dotnet_service/global.json           |    7 +
 .../file_enrichment/.vscode/settings.json     |   15 +-
 .../file_enrichment/controller.py             | 1204 ++---
 .../file_enrichment/file_enrichment/dotnet.py |  278 ++
 .../file_enrichment/file_feature_extractor.py |    6 +-
 .../file_enrichment/file_linking/__init__.py  |   10 +
 .../file_linking/database_service.py          |  274 ++
 .../file_enrichment/file_linking/helpers.py   |  129 +
 .../file_linking/rules/chromium/cookies.yaml  |   18 +
 .../rules/chromium/local_state.yaml           |   40 +
 .../rules/chromium/login_data.yaml            |   18 +
 .../file_linking/rules/windows/security.yaml  |   19 +
 .../file_linking/rules/windows/system.yaml    |   18 +
 .../file_linking/rules_engine.py              |  382 ++
 .../file_enrichment/file_enrichment/logger.py |  120 -
 .../file_enrichment/noseyparker.py            |   61 +-
 .../file_enrichment/tracing.py                |   50 +
 .../file_enrichment/workflow.py               | 1002 ++---
 .../file_enrichment/workflow_manager.py       |  772 ++++
 projects/file_enrichment/poetry.lock          |   98 +-
 projects/file_enrichment/pyproject.toml       |   71 +-
 projects/frontend/Dockerfile                  |    2 +
 projects/frontend/index.html                  |    6 +-
 projects/frontend/src/App.jsx                 |   47 +-
 .../src/components/Agents/AgentsPage.jsx      |  458 ++
 .../src/components/Chromium/Chromium.jsx      |   70 +
 .../components/Chromium/ChromiumCookies.jsx   |  865 ++++
 .../components/Chromium/ChromiumDownloads.jsx |  843 ++++
 .../components/Chromium/ChromiumHistory.jsx   |  843 ++++
 .../components/Chromium/ChromiumLogins.jsx    |  890 ++++
 .../components/Chromium/ChromiumStateKeys.jsx |  831 ++++
 .../src/components/Containers/Containers.jsx  |  799 ++++
 .../components/Dashboard/StatsOverview.jsx    |   62 +-
 .../components/FileBrowser/FileBrowser.jsx    |  604 +++
 .../src/components/FileList/FileList.jsx      |  955 ++--
 .../src/components/FileUpload/FileUpload.tsx  |  273 +-
 .../FileViewer/FileDetailsSection.jsx         |   17 +
 .../src/components/FileViewer/FileViewer.jsx  |  177 +-
 .../src/components/Findings/FindingModal.jsx  |   75 +-
 .../components/Findings/FindingsFilters.jsx   |   16 +-
 .../src/components/Findings/FindingsList.jsx  |   14 +-
 .../src/components/Findings/Table.jsx         |   12 +-
 .../frontend/src/components/Help/HelpPage.jsx |   99 +-
 .../src/components/Search/DocumentSearch.jsx  |   20 +-
 .../src/components/Settings/SettingsPage.jsx  |  136 +-
 .../src/components/Yara/YaraManager.jsx       |   51 +-
 projects/frontend/src/types/filesystem.d.ts   |   48 +
 .../frontend/src/utils/FolderCompressor.ts    |  211 +
 projects/housekeeping/housekeeping/main.py    |  121 +-
 projects/housekeeping/pyproject.toml          |   68 -
 .../notebooks/3_workflow_performance.ipynb    |  692 +++
 projects/noseyparker_scanner/Cargo.lock       |  967 ++--
 projects/noseyparker_scanner/Cargo.toml       |   15 +-
 projects/noseyparker_scanner/src/main.rs      |  941 +++-
 projects/triage/README.md                     |   79 -
 projects/triage/poetry.lock                   | 3575 ---------------
 projects/triage/pyproject.toml                |   96 -
 projects/triage/triage/main.py                |  289 --
 projects/velociraptor_connector/README.md     |   22 +
 .../velociraptor-server-add-artifact.png      |  Bin 0 -> 1066664 bytes
 ...ciraptor-server-nemesisuploadforwarder.png |  Bin 0 -> 675890 bytes
 ...aptor-server-required-user-permissions.png |  Bin 0 -> 478136 bytes
 ...velociraptor_server_nemesis_connector.yaml |   89 +
 projects/web_api/Dockerfile                   |   34 +-
 projects/web_api/poetry.lock                  | 2573 ++++++-----
 projects/web_api/pyproject.toml               |   73 +-
 projects/web_api/web_api/container_monitor.py |  510 +++
 projects/web_api/web_api/large_containers.py  |  932 ++++
 projects/web_api/web_api/main.py              | 1187 ++++-
 projects/web_api/web_api/models/requests.py   |    8 +
 projects/web_api/web_api/models/responses.py  |  143 +
 projects/web_api/web_api/queue_monitor.py     |  509 +++
 .../pyproject.toml => pyproject.toml          |   76 +-
 tools/generate-version.sh                     |   56 +
 tools/monitor_folder.sh                       |   12 +-
 tools/nemesis-ctl.sh                          |   11 +
 tools/submit.sh                               |   44 +-
 total_docker_reset.sh                         |   23 +
 231 files changed, 34179 insertions(+), 13093 deletions(-)
 create mode 100644 docs/agents.md
 create mode 100644 docs/chromium.md
 create mode 100644 docs/images/agent_credential_extraction.png
 create mode 100644 docs/images/agent_credential_extraction_results.png
 create mode 100644 docs/images/agent_text_summarizer.png
 create mode 100644 docs/images/agents_finding_triage.png
 create mode 100644 docs/images/agents_true_positive_details.png
 create mode 100644 docs/images/arize_phoenix_tracing.png
 create mode 100644 docs/images/chromium-cookies-tab.png
 create mode 100644 docs/images/chromium-downloads-tab.png
 create mode 100644 docs/images/chromium-history-tab.png
 create mode 100644 docs/images/chromium-logins-tab.png
 create mode 100644 docs/images/chromium-state-keys-tab.png
 create mode 100644 docs/images/litellm_main_interface.png
 create mode 100644 docs/images/nemesis_dashboard_agents.png
 create mode 100644 docs/images/nemesis_dashboard_agents_prompt.png
 create mode 100644 docs/images/nemesis_dynamic_help_menu.png
 create mode 100644 infra/litellm/config.yml
 rename {projects/triage => libs/chromium}/.vscode/settings.json (77%)
 create mode 100644 libs/chromium/README.md
 create mode 100644 libs/chromium/chromium/__init__.py
 create mode 100644 libs/chromium/chromium/cookies.py
 create mode 100644 libs/chromium/chromium/helpers.py
 create mode 100644 libs/chromium/chromium/history.py
 create mode 100644 libs/chromium/chromium/local_state.py
 create mode 100644 libs/chromium/chromium/logins.py
 create mode 100644 libs/chromium/poetry.lock
 rename {projects/dotnet_api => libs/chromium}/poetry.toml (100%)
 create mode 100644 libs/chromium/pyproject.toml
 rename libs/{file_enrichment_modules/file_enrichment_modules/pe/rule.yara => chromium/tests/__init__.py} (100%)
 create mode 100644 libs/common/common/logger.py
 create mode 100644 libs/dpapi/.vscode/settings.json
 create mode 100644 libs/dpapi/README.md
 create mode 100644 libs/dpapi/dpapi/__init__.py
 create mode 100644 libs/dpapi/poetry.lock
 rename {projects/triage => libs/dpapi}/poetry.toml (100%)
 create mode 100644 libs/dpapi/pyproject.toml
 create mode 100644 libs/dpapi/tests/__init__.py
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
 delete mode 100644 libs/file_enrichment_modules/file_enrichment_modules/llm_credential_analysis/analyzer.py
 delete mode 100644 libs/file_enrichment_modules/file_enrichment_modules/text_summarizer/analyzer.py
 delete mode 100644 projects/InspectAssembly/Dockerfile
 delete mode 100755 projects/InspectAssembly/InspectAssembly.sln
 delete mode 100755 projects/InspectAssembly/InspectAssembly/InspectAssembly.csproj
 delete mode 100755 projects/InspectAssembly/InspectAssembly/Program.cs
 delete mode 100644 projects/InspectAssembly/README.md
 rename projects/{triage => agents}/.vscode/launch.json (100%)
 rename projects/{dotnet_api => agents}/.vscode/settings.json (100%)
 rename projects/{triage => agents}/Dockerfile (67%)
 create mode 100644 projects/agents/README.md
 create mode 100644 projects/agents/agents/agent_manager.py
 create mode 100644 projects/agents/agents/base_agent.py
 create mode 100644 projects/agents/agents/helpers.py
 create mode 100644 projects/agents/agents/lib/ICSharpCode.Decompiler.dll
 create mode 100644 projects/agents/agents/lib/ICSharpCode.ILSpyX.dll
 create mode 100644 projects/agents/agents/lib/Mono.Cecil.dll
 create mode 100644 projects/agents/agents/litellm_startup.py
 create mode 100644 projects/agents/agents/logger.py
 create mode 100644 projects/agents/agents/main.py
 create mode 100644 projects/agents/agents/model_manager.py
 create mode 100644 projects/agents/agents/phoenix_cost_sync.py
 create mode 100644 projects/agents/agents/prompt_manager.py
 create mode 100644 projects/agents/agents/schemas.py
 create mode 100644 projects/agents/agents/tasks/THIRD_PARTY_LICENSES.txt
 create mode 100644 projects/agents/agents/tasks/credential_analyzer.py
 create mode 100644 projects/agents/agents/tasks/dotnet_analyzer.py
 create mode 100644 projects/agents/agents/tasks/jwt.py
 create mode 100644 projects/agents/agents/tasks/summarizer.py
 create mode 100644 projects/agents/agents/tasks/validate.py
 create mode 100644 projects/agents/poetry.lock
 create mode 100644 projects/agents/poetry.toml
 create mode 100644 projects/agents/pyproject.toml
 create mode 100644 projects/cli/windows_filters.json
 delete mode 100644 projects/dotnet_api/.vscode/launch.json
 delete mode 100644 projects/dotnet_api/Dockerfile
 delete mode 100644 projects/dotnet_api/README.md
 delete mode 100644 projects/dotnet_api/dotnet_api/main.py
 delete mode 100644 projects/dotnet_api/poetry.lock
 create mode 100644 projects/dotnet_service/.dockerignore
 create mode 100644 projects/dotnet_service/Controllers/DecompilerController.cs
 create mode 100644 projects/dotnet_service/Dockerfile
 create mode 100644 projects/dotnet_service/ILSpyDecompilerService.csproj
 create mode 100644 projects/dotnet_service/Models/DecompilerModels.cs
 create mode 100644 projects/dotnet_service/Program.cs
 create mode 100644 projects/dotnet_service/README.md
 create mode 100644 projects/dotnet_service/Services/AssemblyAnalysisService.cs
 create mode 100644 projects/dotnet_service/Services/DecompilerEngine.cs
 create mode 100644 projects/dotnet_service/Services/MinioService.cs
 create mode 100644 projects/dotnet_service/global.json
 create mode 100644 projects/file_enrichment/file_enrichment/dotnet.py
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/__init__.py
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/database_service.py
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/helpers.py
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml
 create mode 100644 projects/file_enrichment/file_enrichment/file_linking/rules_engine.py
 delete mode 100644 projects/file_enrichment/file_enrichment/logger.py
 create mode 100644 projects/file_enrichment/file_enrichment/tracing.py
 create mode 100644 projects/file_enrichment/file_enrichment/workflow_manager.py
 create mode 100644 projects/frontend/src/components/Agents/AgentsPage.jsx
 create mode 100644 projects/frontend/src/components/Chromium/Chromium.jsx
 create mode 100644 projects/frontend/src/components/Chromium/ChromiumCookies.jsx
 create mode 100644 projects/frontend/src/components/Chromium/ChromiumDownloads.jsx
 create mode 100644 projects/frontend/src/components/Chromium/ChromiumHistory.jsx
 create mode 100644 projects/frontend/src/components/Chromium/ChromiumLogins.jsx
 create mode 100644 projects/frontend/src/components/Chromium/ChromiumStateKeys.jsx
 create mode 100644 projects/frontend/src/components/Containers/Containers.jsx
 create mode 100644 projects/frontend/src/components/FileBrowser/FileBrowser.jsx
 create mode 100644 projects/frontend/src/types/filesystem.d.ts
 create mode 100644 projects/frontend/src/utils/FolderCompressor.ts
 create mode 100644 projects/jupyter/notebooks/3_workflow_performance.ipynb
 delete mode 100644 projects/triage/README.md
 delete mode 100644 projects/triage/poetry.lock
 delete mode 100644 projects/triage/pyproject.toml
 delete mode 100644 projects/triage/triage/main.py
 create mode 100644 projects/velociraptor_connector/README.md
 create mode 100644 projects/velociraptor_connector/images/velociraptor-server-add-artifact.png
 create mode 100644 projects/velociraptor_connector/images/velociraptor-server-nemesisuploadforwarder.png
 create mode 100644 projects/velociraptor_connector/images/velociraptor-server-required-user-permissions.png
 create mode 100644 projects/velociraptor_connector/velociraptor_server_nemesis_connector.yaml
 create mode 100644 projects/web_api/web_api/container_monitor.py
 create mode 100644 projects/web_api/web_api/large_containers.py
 create mode 100644 projects/web_api/web_api/models/requests.py
 create mode 100644 projects/web_api/web_api/models/responses.py
 create mode 100644 projects/web_api/web_api/queue_monitor.py
 rename projects/dotnet_api/pyproject.toml => pyproject.toml (54%)
 create mode 100755 tools/generate-version.sh
 create mode 100755 total_docker_reset.sh

diff --git a/.gitignore b/.gitignore
index 8b87fa5..1c76536 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,4 +1,5 @@
 .DS_STORE
+version.json
 
 # Byte-compiled / optimized / DLL files
 __pycache__/
@@ -175,3 +176,9 @@ cython_debug/
 old/
 
 
+projects/dotnet_service/obj/
+projects/dotnet_service/bin/
+
+projects/jupyter/notebooks/*.csv
+
+projects/frontend/public/env.js
diff --git a/CHANGELOG.md b/CHANGELOG.md
index ec1a25c..3995247 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,130 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
+
+## [2.1.3]
+
+### Added
+
+- Documentation for LLM functionality
+- "Chromium" page in the web frontend to display history, downloads, cookies, logins, and state keys
+  - Includes filtering + CSV downloads for displayed data
+- Start of a "File Browser" in the web frontend
+- Adaptation of @Dreadnode's .NET reversing agent to `agents`
+- "chromium" standard library in ./libs/ for parsing Chromium based files
+
+### Changed
+
+- Standardize logging + fix suppressed logs
+
+### Fixed
+
+- Frontend live file reload
+
+
+## [2.1.2] - 2025-08-22
+
+### Added
+
+- Ability to drag/drop folders onto the file upload page
+- basic `triage` container greatly expanded to `agents`
+  - JWT + finding validator agents implemented
+  - Generalized/expandable agent infrastructure built
+  - Confidence score, explanation, and risk detail returned by finding triage
+  - "triage consensus" added for multiple triage values for the same file
+- Tracing for `agents` added with Arize Phoenix (/phoenix, if --monitoring is enabled)
+  - Token costs pulled from LiteLLM instance and manually synced to Phoenix for cost tracking
+- Triage details added to finding table entries and findings modal
+- Settings frontend page now has commit/build date/etc. info and Slack alert channel info (if configured)
+- Repeat option added to submit script
+- Conditionally shown "Agents" page in the frontend that shows current agents and token spend stats
+  - Also allows for editing Agent prompts in the UI
+
+### Changed
+
+- "explanation" field added to the findings_triage_history table in the schema
+- Help page in frontend only shows routes for services that are enabled
+- Logs suppressed during Dapr replay (only show on first run)
+- Removed loud FastAPI tracer
+- Enrichment modules rolled into one activity (no longer each their own) for optimization
+  - Also means a reduction in file download actions for enrichment modules - modules modified to support this
+- LLM credential analysis and text summarization enrichment modules ported to `agents`
+
+### Fixed
+
+- Markdown escape for displayed extracted hashes
+- Fixed PE parsing not throwing an exception
+- Fixed runtime deprecation warning
+- Maintain references to various asyncio tasks
+
+
+## [2.1.1] - 2025-08-01
+
+### Added
+
+- LiteLLM server (with "llm" profile in Docker) to serve future LLM integrations
+  - Includes cost limits
+- Display/linking to originating container for files derived from containers
+- Support for include/exclude filters for the `/containers` API
+  - Added filter support into `cli` container + submit.sh
+- Processing for a number of disk image formats
+- File monitoring for (large) containers copied to MOUNTED_CONTAINER_PATH
+  - Containers have files extracted + processed
+  - Used for workflows with very large containers/disk images
+- Velociraptor connector (server event .yaml option)
+- `noseyparker_scanner` now can scan zips and .git repos
+  - Includes relevant match info in results (can be set by ENV vars)
+
+### Changed
+
+- Expired containers now cleaned up
+- Made "timestamp" and "expiration" submission fields optional (filled with defaults)
+- Bumped Dapr version to 1.15.8
+- Filtering by URL for containers
+- Bulk enrichment system now uses pub/sub
+- `triage` connecter now uses LiteLLM for models via Rigging
+- Pagination in FileList view for large number of files
+
+### Fixed
+
+- "source" field propagation for containers
+- Container filtering in dashboard
+- Arguments with value ordering error in submit.sh
+
+
+## [2.1.0] - 2025-07-20
+
+### Added
+
+- Retries for submit.py
+- `3_workflow_performance.ipynb` Jupyter notebook to assess pipeline performance
+- "source" field (to represent hostname, source site, etc.) integrated into schema + frontend
+- Start of bulk-enrichment re-rerunning, including re-running Yara rules from the dashboard
+- New system for large "container" triaging
+  - New `/api/containers` route
+  - Container process tracking system using pub/sub from `file_enrichment` -> `web_api`
+  - Live updating container tracking in the dashboard (new "Containers" tab)
+  - submit.sh/monitor.sh scripts now can submit "containers"
+- Internal queues now cleaned on up system delete/reset
+- PostgreSQL NOTIFY/LISTEN system for `file_enrichment` workers
+
+### Changed
+
+- Timeouts/improved submit logic for the web_api
+- Bumped Dapr version to 1.15.6
+- Combined `dotnet_api` and `InspectAssembly` into single, streamlined pure .NET `dotnet_service` container
+- Eliminated the internal file-enrichment queue
+  - Now relies on the Dapr pub/sub queue (RabbitMQ) to provide backpressure
+- Stale workflows periodically cleaned up
+
+### Fixed
+
+- Limits/concurrency fixes for NoseyParker scanner to prevent OOM errors
+- Implemented queue/workflow persistence
+  - RabbitMQ queues now restored properly even if containers are completely removed
+  - In-flight workflows re-submitted for processing
+
+
 ## [2.0.1]
 
 ### Changed
diff --git a/compose.base.yaml b/compose.base.yaml
index 4a47b64..749c0bf 100644
--- a/compose.base.yaml
+++ b/compose.base.yaml
@@ -13,13 +13,3 @@ services:
     build:
       context: ./infra/docker/python_base
       dockerfile: prod.Dockerfile
-
-  # Long term, this shouldn't be with the base image.
-  # We should publish the build artifact and use that
-  # in the final image (instead of copying from this one).
-  # Until then. we'll keep it here so we don't have to
-  # rebuild it each time we rebuild just the services.
-  inspect-assembly:
-    build:
-      context: ./projects/InspectAssembly/
-      dockerfile: Dockerfile
\ No newline at end of file
diff --git a/compose.override.yaml b/compose.override.yaml
index 34c5c31..0bfed43 100644
--- a/compose.override.yaml
+++ b/compose.override.yaml
@@ -14,6 +14,8 @@ services:
       - ./libs/:/src/libs/
       - ./projects/web_api/web_api:/src/projects/web_api/web_api
       - /src/projects/web_api/.venv
+    environment:
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
 
   noseyparker-scanner:
     image: !reset null
@@ -24,16 +26,14 @@ services:
     environment:
       - RUST_LOG=debug
 
-  dotnet-api:
+  dotnet-service:
     image: !reset null
     build:
       context: .
-      dockerfile: ./projects/dotnet_api/Dockerfile
+      dockerfile: ./projects/dotnet_service/Dockerfile
       target: dev
-    volumes:
-      - ./libs/:/src/libs/
-      - ./projects/dotnet_api/dotnet_api:/src/projects/dotnet_api/dotnet_api
-      - /src/projects/dotnet_api/.venv
+    environment:
+      - ASPNETCORE_ENVIRONMENT=Development
 
   file-enrichment:
     image: !reset null
@@ -42,7 +42,7 @@ services:
       dockerfile: ./projects/file_enrichment/Dockerfile
       target: dev
     environment:
-      - LOG_LEVEL=DEBUG
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
     volumes:
       - ./libs/:/src/libs/
       - ./projects/file_enrichment/file_enrichment:/src/projects/file_enrichment/file_enrichment
@@ -57,19 +57,19 @@ services:
       target: dev
     command: >
       sh -c "
-        mkdir -p /app-runtime &&
-        cp -r /app/* /app-runtime/ &&
+        if [ -f /version.json ]; then cp /version.json /app/public/version.json; fi &&
         SECRET=\"$$HASURA_ADMIN_SECRET\" &&
-        sed -i \"s/\\$$HASURA_ADMIN_SECRET/$$SECRET/g\" /app-runtime/index.html &&
-        cd /app-runtime &&
+        echo \"window.ENV = { HASURA_ADMIN_SECRET: '$$SECRET' };\" > /app/public/env.js &&
+        cd /app &&
         npm run dev
       "
     volumes:
       - ./projects/frontend/index.html:/app/index.html:ro
       - ./projects/frontend/package.json:/app/package.json:ro
-      - ./projects/frontend/public:/app/public:ro
+      - ./projects/frontend/public:/app/public
       - ./projects/frontend/src:/app/src:ro
       - ./projects/frontend/vite.config.js:/app/vite.config.js:ro
+      - ./version.json:/version.json:ro
     labels:
       - "traefik.http.services.frontend.loadbalancer.server.port=3000"
 
@@ -88,13 +88,21 @@ services:
       context: .
       dockerfile: ./projects/alerting/Dockerfile
       target: dev
+    environment:
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
 
-  triage:
+  agents:
     image: !reset null
     build:
       context: .
-      dockerfile: ./projects/triage/Dockerfile
+      dockerfile: ./projects/agents/Dockerfile
       target: dev
+    environment:
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
+    volumes:
+      - ./libs/:/src/libs/
+      - ./projects/agents/agents:/src/projects/agents/agents
+      - /src/projects/agents/.venv
 
   housekeeping:
     image: !reset null
@@ -108,6 +116,7 @@ services:
       - /src/projects/housekeeping/.venv
     environment:
       - CLEANUP_SCHEDULE=*/3 * * * * # Test every 3 minutes
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
 
   document-conversion:
     image: !reset null
@@ -118,4 +127,6 @@ services:
     volumes:
       - ./libs/:/src/libs/
       - ./projects/document_conversion/document_conversion:/src/projects/document_conversion/document_conversion
-      - /src/projects/document_conversion/.venv
\ No newline at end of file
+      - /src/projects/document_conversion/.venv
+    environment:
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
\ No newline at end of file
diff --git a/compose.prod.build.yaml b/compose.prod.build.yaml
index 6223ac8..6a555b7 100644
--- a/compose.prod.build.yaml
+++ b/compose.prod.build.yaml
@@ -17,11 +17,11 @@ services:
       dockerfile: ./projects/noseyparker_scanner/Dockerfile
       target: prod
 
-  dotnet-api:
+  dotnet-service:
     image: !reset null
     build:
       context: .
-      dockerfile: ./projects/dotnet_api/Dockerfile
+      dockerfile: ./projects/dotnet_service/Dockerfile
       target: prod
 
   file-enrichment:
@@ -59,11 +59,11 @@ services:
       dockerfile: ./projects/alerting/Dockerfile
       target: prod
 
-  triage:
+  agents:
     image: !reset null
     build:
       context: .
-      dockerfile: ./projects/triage/Dockerfile
+      dockerfile: ./projects/agents/Dockerfile
       target: prod
 
   housekeeping:
diff --git a/compose.yaml b/compose.yaml
index dd65508..2746135 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -9,10 +9,12 @@ volumes:
   jaeger_data:
   loki_data:
   minio_data:
+  phoenix_data:
   postgres_data:
   prometheus_data:
   rabbitmq_data:
   empty:
+  empty-mounted-containers:
 
 services:
   ########################################
@@ -30,6 +32,9 @@ services:
       - APP_ID=web-api
       - DAPR_GRPC_PORT=50001
       - DAPR_HTTP_PORT=3500
+      - DEFAULT_EXPIRATION_DAYS=${DEFAULT_EXPIRATION_DAYS:-100}
+    volumes:
+      - ${MOUNTED_CONTAINER_PATH:-empty-mounted-containers}:/mounted-containers
     logging: &logging-config
       driver: "json-file"
       options: { max-size: "10m", max-file: "3" }
@@ -45,14 +50,14 @@ services:
       - "traefik.http.routers.web-api.tls=true"
       - "traefik.http.routers.web-api.middlewares=auth"
   web-api-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--app-id",
         "web-api",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-port",
         "8000",
         "--dapr-http-port",
@@ -76,6 +81,9 @@ services:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
+      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - RABBITMQ_PASSWORD=${RABBITMQ_PASSWORD:?}
+      - RABBITMQ_USER=${RABBITMQ_USER:?}
     depends_on:
       web-api: { condition: service_started }
       placement: { condition: service_started }
@@ -96,16 +104,20 @@ services:
       - MINIO_ENDPOINT=http://minio:9000
       - MINIO_SECRET_KEY=${MINIO_ROOT_PASSWORD:?}
       - RUST_LOG=info
-      - SNIPPET_LENGTH=512
+      - SNIPPET_LENGTH=512        # context length around any Nosey Parker matches
+      - MAX_CONCURRENT_FILES=2    # maximum number of concurrent files to scan
+      - MAX_FILE_SIZE_MB=200      # maximum file size to scan
+      - DECOMPRESS_ZIPS=true      # whether to decompress+scan zips
+      - MAX_EXTRACT_SIZE_MB=1000  # maximum number of bytes to extract if decompressing
     volumes:
       - ./projects/noseyparker_scanner/custom_rules/:/opt/noseyparker:ro
   noseyparker-scanner-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "noseyparker-scanner",
         "--app-port",
@@ -134,60 +146,61 @@ services:
     depends_on: [noseyparker-scanner, placement]
     network_mode: "service:noseyparker-scanner"
 
-  dotnet-api:
-    image: ghcr.io/specterops/nemesis/dotnet-api:latest
+  dotnet-service:
+    image: ghcr.io/specterops/nemesis/dotnet-service:latest
     healthcheck:
-      test: ["CMD", "wget", "--spider", "-q", "http://localhost:1337/healthz"]
-      interval: 10s
-      timeout: 5s
-      retries: 5
-    environment:
-      - APP_ID=dotnet-api
-      - DAPR_GRPC_PORT=50010
-      - DAPR_HTTP_PORT=3507
-    logging: *logging-config
+      test: ["CMD", "curl", "-f", "http://localhost:5000/health"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 30s
     depends_on:
-      postgres: { condition: service_started }
-      placement: { condition: service_started }
+      minio: { condition: service_healthy }
       rabbitmq: { condition: service_healthy }
-  dotnet-api-dapr:
-    image: "daprio/daprd:1.15.5"
+    environment:
+      - DAPR_GRPC_PORT=50014
+      - DAPR_PORT=3514
+      - MINIO_ACCESS_KEY=${MINIO_ROOT_USER:?}
+      - MINIO_BUCKET=files
+      - MINIO_ENDPOINT=http://minio:9000
+      - MINIO_SECRET_KEY=${MINIO_ROOT_PASSWORD:?}
+      - ASPNETCORE_URLS=http://0.0.0.0:5000
+    expose:
+      - "5000"
+  dotnet-service-dapr:
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
-        "dotnet-api",
+        "dotnet-service",
         "--app-port",
-        "1337",
+        "5000",
+        "--app-protocol",
+        "http",
         "--dapr-http-port",
-        "3507",
+        "3514",
         "--dapr-grpc-port",
-        "50010",
+        "50014",
         "--placement-host-address",
         "placement:50006",
-        "--scheduler-host-address",
-        "scheduler:50007",
         "--resources-path",
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--app-max-concurrency",
+        "1",
       ]
+    environment:
+      - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
     volumes:
+      - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
-    environment:
-      - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
-      - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
-      - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
-    depends_on:
-      dotnet-api: { condition: service_started }
-      placement: { condition: service_started }
-      scheduler: { condition: service_started }
-      rabbitmq: { condition: service_healthy }
-    network_mode: "service:dotnet-api"
+    depends_on: [dotnet-service, placement]
+    network_mode: "service:dotnet-service"
 
   file-enrichment:
     image: ghcr.io/specterops/nemesis/file-enrichment:latest
@@ -203,7 +216,7 @@ services:
       - APP_ID=file-enrichment
       - DAPR_GRPC_PORT=50003
       - DAPR_HTTP_PORT=3503
-      - LOG_LEVEL=INFO
+      - LOG_LEVEL=${LOG_LEVEL:-INFO}
       - MAX_PARALLEL_ENRICHMENT_MODULES=${MAX_PARALLEL_ENRICHMENT_MODULES:-5}
       - MAX_PARALLEL_WORKFLOWS=${MAX_PARALLEL_WORKFLOWS:-5}
       - MAX_WORKFLOW_EXECUTION_TIME=${MAX_WORKFLOW_EXECUTION_TIME:-300}
@@ -215,18 +228,20 @@ services:
       - RIGGING_GENERATOR_SUMMARY=${RIGGING_GENERATOR_SUMMARY:-}
       - RIGGING_GENERATOR_TRIAGE=${RIGGING_GENERATOR_TRIAGE:-}
       - UVICORN_WORKERS=${UVICORN_WORKERS:-2}
+      - WORKFLOW_RUNTIME_LOG_LEVEL=${WORKFLOW_RUNTIME_LOG_LEVEL:-WARNING}
+      - WORKFLOW_CLIENT_LOG_LEVEL=${WORKFLOW_CLIENT_LOG_LEVEL:-WARNING}
     logging: *logging-config
     depends_on:
       postgres: { condition: service_started }
       placement: { condition: service_started }
       rabbitmq: { condition: service_healthy }
   file-enrichment-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "file-enrichment",
         "--app-port",
@@ -328,12 +343,12 @@ services:
       retries: 5
       start_period: 20s
   alerting-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "alerting",
         "--app-port",
@@ -365,13 +380,28 @@ services:
       rabbitmq: { condition: service_healthy }
     network_mode: "service:alerting"
 
-  triage:
-    image: ghcr.io/specterops/nemesis/triage:latest
+  agents:
+    image: ghcr.io/specterops/nemesis/agents:latest
     environment:
       - DAPR_HTTP_PORT=3509
       - DAPR_GRPC_PORT=50009
       - NEMESIS_URL=${NEMESIS_URL:?}
-      - RIGGING_GENERATOR_TRIAGE=${RIGGING_GENERATOR_TRIAGE:-}
+      - WORKFLOW_RUNTIME_LOG_LEVEL=${WORKFLOW_RUNTIME_LOG_LEVEL:-WARNING}
+      - WORKFLOW_CLIENT_LOG_LEVEL=${WORKFLOW_CLIENT_LOG_LEVEL:-WARNING}
+      - LITELLM_ADMIN_KEY=sk-${LITELLM_ADMIN_PASSWORD:-admin123}
+      - MAX_BUDGET=${LLM_MAX_BUDGET:-100}
+      - BUDGET_DURATION=${LLM_BUDGET_DURATION:-30d}
+      - DOTNET_ANALYSIS_RUN_REQUEST_LIMIT=${DOTNET_ANALYSIS_RUN_REQUEST_LIMIT:-25}    # max LLM calls to use per .NET program analysis run
+      - DOTNET_ANALYSIS_RUN_TOKENS_LIMIT=${DOTNET_ANALYSIS_RUN_TOKENS_LIMIT:-1000000} # max tokens to use per .NET program analysis run
+      # if we hit this number of the same triage values for the same file, all future findings get that value
+      - TRIAGE_CONSENSUS_THRESHOLD=${TRIAGE_CONSENSUS_THRESHOLD:-3}
+      # Phoenix LLM tracing configuration
+      - PHOENIX_ENABLED=${PHOENIX_ENABLED:-false}
+      - PHOENIX_ENDPOINT=${PHOENIX_ENDPOINT:-http://phoenix:6006/v1/traces}
+      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/phoenix
+      - NEMESIS_MONITORING=${NEMESIS_MONITORING:-disabled}
+      - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://otel-collector:4317
+      - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE=true
     logging: *logging-config
     depends_on:
       postgres: { condition: service_healthy }
@@ -379,15 +409,15 @@ services:
       rabbitmq: { condition: service_healthy }
       hasura: { condition: service_healthy }
     healthcheck: *healthcheck-python-svc
-  triage-dapr:
-    image: "daprio/daprd:1.15.5"
+  agents-dapr:
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
-        "triage",
+        "agents",
         "--app-port",
         "8000",
         "--dapr-http-port",
@@ -405,16 +435,21 @@ services:
       ]
     volumes:
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
+      - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
+      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_URL=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
       - HASURA_ADMIN_SECRET=${HASURA_ADMIN_SECRET:-pass456}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
+      - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
+      - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
     depends_on:
-      triage: { condition: service_started }
+      agents: { condition: service_started }
       placement: { condition: service_started }
       scheduler: { condition: service_started }
       rabbitmq: { condition: service_healthy }
-    network_mode: "service:triage"
+    network_mode: "service:agents"
 
   housekeeping:
     image: ghcr.io/specterops/nemesis/housekeeping:latest
@@ -430,12 +465,12 @@ services:
       rabbitmq: { condition: service_healthy }
     healthcheck: *healthcheck-python-svc
   housekeeping-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "housekeeping",
         "--app-port",
@@ -476,6 +511,8 @@ services:
       - DAPR_GRPC_PORT=50002
       - DAPR_HTTP_PORT=3501
       - TIKA_CONFIG=/tika-config.xml
+      - MAX_PARALLEL_WORKFLOWS=${MAX_PARALLEL_WORKFLOWS:-5}
+      - MAX_WORKFLOW_EXECUTION_TIME=${MAX_WORKFLOW_EXECUTION_TIME:-300}
     healthcheck:
       test: ["CMD", "wget", "--spider", "-q", "http://localhost:8000/healthz"]
       interval: 10s
@@ -487,12 +524,12 @@ services:
       placement: { condition: service_started }
       rabbitmq: { condition: service_healthy }
   document-conversion-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "document-conversion",
         "--app-port",
@@ -543,12 +580,12 @@ services:
       timeout: 10s
       retries: 3
   gotenberg-dapr:
-    image: "daprio/daprd:1.15.5"
+    image: "daprio/daprd:1.15.8"
     command:
       [
         "./daprd",
         "--max-body-size",
-        "300Mi",
+        "1Gi",
         "--app-id",
         "gotenberg",
         "--app-port",
@@ -610,13 +647,15 @@ services:
     restart: "no"
 
   rabbitmq:
-    image: rabbitmq:4.1.1-management
+    image: rabbitmq:4.1.2-management
+    hostname: rabbitmq-node # have to do this for persistence reasons
     environment:
       - RABBITMQ_DEFAULT_PASS=${RABBITMQ_PASSWORD:?}
       - RABBITMQ_DEFAULT_USER=${RABBITMQ_USER:?}
       - RABBITMQ_SERVER_ADDITIONAL_ERL_ARGS=-rabbitmq_management path_prefix "/rabbitmq"
+      - RABBITMQ_NODENAME=rabbit@rabbitmq-node # have to do this for persistence reasons
     volumes:
-    - rabbitmq_data:/var/lib/rabbitmq
+      - rabbitmq_data:/var/lib/rabbitmq
     healthcheck:
       test: ["CMD", "rabbitmq-diagnostics", "check_port_connectivity"]
       interval: 10s
@@ -630,7 +669,12 @@ services:
       - "traefik.http.routers.rabbitmq-ui.rule=PathPrefix(`/rabbitmq`)"
 
   postgres:
-    image: postgres:17.5-alpine
+    image: postgres:17.6-alpine
+    command: [
+      "postgres",
+      "-c", "max_connections=200",
+      "-c", "shared_buffers=256MB"
+    ]
     environment:
       POSTGRES_DB: ${POSTGRES_DB:-enrichment}
       POSTGRES_PASSWORD: ${POSTGRES_PASSWORD:?}
@@ -672,7 +716,7 @@ services:
       - "traefik.http.routers.hasura.tls=true"
 
   traefik:
-    image: traefik:v3.3.2
+    image: traefik:v3.4.4
     command:
       - "--api.insecure=true"
       # - "--log.level=DEBUG"
@@ -700,12 +744,13 @@ services:
       - ./auth:/auth:ro
       - ./infra/traefik/certs:/certs:ro
       - ./infra/traefik/config:/config:ro
+
   placement:
-    image: "daprio/dapr:1.15.5"
+    image: "daprio/dapr:1.15.8"
     command: ["./placement", "-port", "50006"]
 
   scheduler:
-    image: "daprio/dapr:1.15.5"
+    image: "daprio/dapr:1.15.8"
     command:
       [
         "./scheduler",
@@ -750,6 +795,35 @@ services:
       retries: 3
       start_period: 30s
 
+  phoenix:
+    profiles: ["monitoring"]
+    image: arizephoenix/phoenix:11.24.1
+    environment:
+      - PHOENIX_WORKING_DIR=/data
+      - PHOENIX_HOST_ROOT_PATH=/phoenix
+      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/phoenix
+      - PHOENIX_DEFAULT_RETENTION_POLICY_DAYS=100
+    volumes:
+      - phoenix_data:/data
+    # ports:
+    #   - "6006:6006"  # Phoenix UI port, for debugging
+    labels:
+      - "traefik.enable=true"
+      - "traefik.http.services.phoenix.loadbalancer.server.port=6006"
+      - "traefik.http.routers.phoenix.rule=PathPrefix(`/phoenix`)"
+      - "traefik.http.routers.phoenix.entrypoints=websecure"
+      - "traefik.http.routers.phoenix.tls=true"
+      - "traefik.http.routers.phoenix.middlewares=auth,phoenix-stripprefix"
+      - "traefik.http.middlewares.phoenix-stripprefix.stripprefix.prefixes=/phoenix"
+    depends_on:
+      postgres: { condition: service_healthy }
+    healthcheck:
+      test: ["CMD", "python", "-c", "import urllib.request; urllib.request.urlopen('http://localhost:6006/healthz').read()"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 30s
+
   loki:
     profiles: ["monitoring"]
     image: grafana/loki:3.3.2
@@ -867,3 +941,42 @@ services:
     - /var/lib/docker/:/var/lib/docker:ro
     - /var/run:/var/run:ro
     devices: ["/dev/kmsg:/dev/kmsg"]
+
+
+  ############################
+  # LLM Services (optional profile)
+  ############################
+
+  litellm:
+    profiles: ["llm"]
+    image: ghcr.io/berriai/litellm:v1.74.0-stable
+    environment:
+      - DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/litellm
+      - STORE_MODEL_IN_DB=True
+      - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID:-}
+      - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY:-}
+      - AWS_REGION_NAME=${AWS_REGION_NAME:-us-east-1}
+      - LITELLM_MASTER_KEY=sk-${LITELLM_ADMIN_PASSWORD:-admin123}
+      - LITELLM_SALT_KEY=sk-${LITELLM_ADMIN_PASSWORD:-admin123}
+      - SERVER_ROOT_PATH=/llm
+      - PROXY_BASE_URL=${NEMESIS_URL:?}
+      - UI_BASE_PATH=/llm/ui
+    volumes:
+      - ./infra/litellm/config.yml:/app/config.yml:ro
+    command: ["--config", "/app/config.yml"]
+    depends_on:
+      postgres: { condition: service_healthy }
+    healthcheck:
+      test: ["CMD", "wget", "--quiet", "--tries=1", "-O", "/dev/null", "--header=Authorization: Bearer sk-${LITELLM_ADMIN_PASSWORD:-admin123}", "http://localhost:4000/health"]
+      interval: 30s
+      timeout: 10s
+      retries: 3
+      start_period: 30s
+      disable: true
+    logging: *logging-config
+    labels:
+      - "traefik.enable=true"
+      - "traefik.http.routers.litellm.rule=PathPrefix(`/llm`)"
+      - "traefik.http.services.litellm.loadbalancer.server.port=4000"
+      - "traefik.http.routers.litellm.entrypoints=websecure"
+      - "traefik.http.routers.litellm.tls=true"
diff --git a/docs/agents.md b/docs/agents.md
new file mode 100644
index 0000000..531b65f
--- /dev/null
+++ b/docs/agents.md
@@ -0,0 +1,82 @@
+# Nemesis Agents
+
+Nemesis integrates a number of LLM agents as well as some rule-based agents for different actions. These agents are run from the `agents` container and utilize Dapr workflows as well as [Pydantic AI](https://ai.pydantic.dev/) for the core agent execution. LLM powered agents are not enabled by default (see Setup and Configuration below for details).
+
+## Overview
+
+Nemesis currently has the following agents:
+
+| Agent Name            | Type       | Runs Automatically | Purpose                                                                                            |
+| --------------------- | ---------- | ------------------ | -------------------------------------------------------------------------------------------------- |
+| `validate`            | LLM-based  | true               | Validates security findings by triaging them as true positives, false positives, or needing review |
+| `credential_analyzer` | LLM-based  | false              | Extracts credentials and passwords from text content using LLM analysis                            |
+| `summarizer`          | LLM-based  | false              | Creates concise summaries of text content using LLM analysis                                       |
+| `jwt`                 | Rule-based | true               | Rule-based JWT analysis that checks expiry status and identifies sample data                       |
+
+## Setup
+
+In order to enable any LLM-powered agents, you first need to configure one or more models in `./infra/litellm/config.yaml` . You can use any model provider that LiteLLM supports (more details [here](https://docs.litellm.ai/docs/proxy/configs)) - **ensure that at a minimum you have a model called "default"**. In the `agents` section of `./compose.yaml` you can adjust the MAX_BUDGET (default $100) and BUDGET_DURATION (default 30d) enrivonment variables as wanted. Then launch the "llm" profile for Nemesis by supplying `--llm` to the `./tools/nemesis-ctl.sh` script.
+
+***Note:*** service keys/tokens/etc. should be configured in your .env file and can be used in `./infra/litellm/config.yaml` as demonstrated in the current config file.
+
+## Agent Details
+
+### Finding Validator
+
+The `validate` agent uses the configured LLM to triage findings as true_positive, false_positive, or needs_review. This is based off of the finding details and the file path/name. It also will provide a 1-sentence reason for the decision along with a confidence score. Automated triage values are displayed in the main file-listing interface with a small robot icon for agent-powered triage. Mousing over the robot icon will give the explanation and confidence score:
+
+![Nemesis Agents Finding Triage](images/agents_finding_triage.png)
+
+If the finding is true_positive, a 1-sentence risk statement is also generated. Clicking the finding will give more details along with the risk statement if appliable
+
+![True Positive Finding Details](images/agents_true_positive_details.png)
+
+This agent will run/triage all findings that come in except for the following categories: "extracted_hash", "yara_match", "extracted_data".
+
+### Credential Analyzer
+
+The `credential_analyzer` agent is an LLM-powered agent that will examine a text file for any credentials that might be present. It does **not** run automatically, but is triggered manually from a file details interace:
+
+![Agent Credential Extraction](images/agent_credential_extraction.png)
+
+Once processing is complete, a markdown file will appear with any results in the transforms tab:
+
+![Agent Credential Extraction Results](images/agent_credential_extraction_results.png)
+
+### Text Summarizer
+
+The text `summarizer` agent is an LLM-powered agent that will summarize. Like the credential analizer, it does **not** run automatically, but is triggered manually from a file details interace. After processing, it will display the markdown-formatted text summary:
+
+![Agent Text Summarizer](images/agent_text_summarizer.png)
+
+### JWT Validator
+
+The JWT validator is a rule-based agent that will extract JWT tokens from Nosey Parker findings and mark the finding as "false_positive" if the token has expired.
+
+## The Nemesis Web Interface
+
+### Agents Web Interface
+
+If the llm profile is used, the Nemesis frontend will detect that LiteLLM was deployed and enable a new "Agents" tab on the left. Clicking on this tab will show you the currently enabled agents, as well as the current token and cost spend for the system:
+
+![Agents Web Interface](images/nemesis_dashboard_agents.png)
+
+For LLM-powered agents, you can modify the main system prompt used by clicking "Edit", making your changes to the prompt, and clicking "Save":
+
+![Agents Web Interface Prompts](images/nemesis_dashboard_agents_prompt.png)
+
+### Monitoring
+
+If the `--monitoring` flag is also passed to the `./tools/nemesis-ctl.sh` script, the [Arize Phoenix](https://github.com/Arize-ai/phoenix) will be deployed to allow tracking of the inputs/outputs sent to the LLM (at the /phoenix route):
+
+![Arize Phoenix Tracing](images/arize_phoenix_tracing.png)
+
+If the monitoring profile is used and Arize Phoenix is deployed, the Nemesis frontend will dynamically display links to the Phoenix interface in the Help menu as well.
+
+![Nemesis Dynamic Help Menu](images/nemesis_dynamic_help_menu.png)
+
+### LiteLLM Interface
+
+If the lm profile is used and LiteLLM is deployed, the Nemesis frontend will dynamically display links to the LiteLLM in the Help menu as well. Clicking on the link you can log in with `admin` and the value of the LITELLM_MASTER_KEY (sk-admin123 by default). This interface can give you additional breakdowns for tokens and costs:
+
+![LiteLLM Main Interface](images/litellm_main_interface.png)
diff --git a/docs/chromium.md b/docs/chromium.md
new file mode 100644
index 0000000..7dc0d19
--- /dev/null
+++ b/docs/chromium.md
@@ -0,0 +1,198 @@
+# Nemesis Chromium Analysis
+
+Nemesis includes comprehensive support for analyzing Chromium-based browser data including Chrome, Edge, Brave, and other Chromium-based browsers. The system automatically detects and processes various Chromium database files to extract browsing history, saved credentials, cookies, downloads, and encryption state information.
+
+## Overview
+
+Nemesis currently analyzes the following Chromium data sources:
+
+| Data Type    | File Source      | Purpose                                                                      |
+| ------------ | ---------------- | ---------------------------------------------------------------------------- |
+| History      | `History`        | Extracts browsing history including URLs, titles, visit counts, and timestamps |
+| Downloads    | `History`        | Extracts download history with file paths, URLs, and download metadata     |
+| Logins       | `Login Data`     | Extracts saved login credentials including usernames and encrypted passwords |
+| Cookies      | `Cookies`        | Extracts browser cookies with domain, name, value, and expiration data     |
+| State Keys   | `Local State`    | Extracts OS encryption keys used to decrypt passwords and sensitive data   |
+
+## File Enrichment Modules
+
+### Chromium History Parser
+
+The `chromium_history` enrichment module automatically processes Chromium `History` database files. It uses YARA rules to detect valid Chromium History databases and extracts both browsing history and download records.
+
+**Detection Criteria:**
+- Files containing `CREATE TABLE downloads_url_chains` and `CREATE TABLE downloads_slices` strings
+- SQLite database format with standard Chromium History schema
+
+### Chromium Login Data Parser
+
+The `chromium_logins` enrichment module processes Chromium `Login Data` database files to extract saved login credentials.
+
+**Detection Criteria:**
+- Files containing `CREATE TABLE logins` string
+- SQLite database format with standard Chromium Login Data schema
+
+### Chromium Cookies Parser
+
+The `chromium_cookies` enrichment module processes Chromium `Cookies` database files to extract browser cookies.
+
+**Detection Criteria:**
+- Files containing `CREATE TABLE cookies` string
+- SQLite database format with standard Chromium Cookies schema
+
+### Chromium Local State Parser
+
+The `chromium_localstate` enrichment module processes Chromium `Local State` JSON files to extract OS encryption keys and browser state information.
+
+**Detection Criteria:**
+- JSON files containing `os_crypt` configuration data
+- Standard Chromium Local State file format
+
+## The Nemesis Web Interface
+
+### Chromium Data Viewer
+
+The Nemesis frontend provides a dedicated Chromium interface accessible through the main navigation. This interface organizes all extracted Chromium data into five main categories:
+
+### History Tab
+
+The History tab displays extracted browsing history with searchable and filterable tables. Each entry includes:
+
+- **URL**: The visited website URL
+- **Title**: Page title as recorded by the browser
+- **Visit Count**: Number of times the URL was visited
+- **Last Visit**: Timestamp of most recent visit
+- **Username/Browser**: Extracted from file path context
+
+![Chromium History Tab](images/chromium-history-tab.png)
+
+Users can:
+- Search across all history fields
+- Filter by date ranges
+- Sort by any column
+- Export results to CSV format
+- Copy individual entries or entire result sets
+
+### Downloads Tab
+
+The Downloads tab shows extracted download history with detailed information about each downloaded file:
+
+- **Download URL**: Original source URL of the downloaded file
+- **File Path**: Local file system path where file was saved
+- **File Size**: Size of downloaded file
+- **Download Date**: When the download completed
+- **Username/Browser**: Context from file path
+
+![Chromium Downloads Tab](images/chromium-downloads-tab.png)
+
+### Logins Tab
+
+The Logins tab displays extracted login credentials with sensitive information appropriately handled:
+
+- **Origin URL**: Website where credentials were saved
+- **Username**: Login username or email address
+- **Password Status**: Indicates if password is encrypted or decrypted
+- **Date Created**: When credentials were first saved
+- **Username/Browser**: Context from file path
+
+![Chromium Logins Tab](images/chromium-logins-tab.png)
+
+**Security Note**: Passwords are stored encrypted and require additional decryption steps using extracted state keys.
+
+### Cookies Tab
+
+The Cookies tab provides access to extracted browser cookies with comprehensive details:
+
+- **Host Key**: Domain or host the cookie belongs to
+- **Cookie Name**: Name identifier of the cookie
+- **Cookie Value**: Encrypted or plaintext cookie value
+- **Expiration**: Cookie expiration date
+- **Security Flags**: HttpOnly, Secure, SameSite attributes
+
+![Chromium Cookies Tab](images/chromium-cookies-tab.png)
+
+### State Keys Tab
+
+The State Keys tab displays OS encryption keys used by Chromium to protect sensitive data:
+
+- **Master Key GUID**: Windows DPAPI master key identifier
+- **Encrypted Key**: Base64-encoded encrypted key material
+- **Key Purpose**: Intended use (typically password encryption)
+- **Username/Browser**: Context from file path
+
+![Chromium State Keys Tab](images/chromium-state-keys-tab.png)
+
+**Security Note**: These keys are essential for decrypting saved passwords and other encrypted browser data.
+
+## Data Export and Analysis
+
+### CSV Export Functionality
+
+All Chromium data tables support CSV export for external analysis:
+
+1. Use the table interface to filter and search desired records
+2. Click the "Download CSV" button in the top-right of each tab
+3. All currently visible/filtered records will be exported
+
+### Copy Operations
+
+Individual records or entire result sets can be copied to clipboard:
+
+- **Single Row**: Double-click any table row to copy all fields
+- **Multiple Rows**: Select rows and use Ctrl+C (or Cmd+C on Mac)
+- **Filtered Results**: Copy button will copy all currently visible records
+
+## Database Schema
+
+Chromium data is stored in dedicated PostgreSQL tables under the `chromium` schema:
+
+### chromium.history
+- Stores browsing history records with URLs, titles, and visit metadata
+- Links to originating file via `originating_object_id`
+- Includes extracted username and browser context
+
+### chromium.downloads
+- Contains download history with file paths and source URLs
+- Tracks download completion status and file metadata
+- Preserves original download timestamps
+
+### chromium.logins
+- Stores login credential records with encrypted passwords
+- Includes origin URLs and username values
+- Requires state keys for password decryption
+
+### chromium.cookies
+- Contains browser cookies with domain and security attributes
+- Stores both session and persistent cookies
+- Includes expiration and security flag information
+
+### chromium.state_keys
+- Stores OS encryption keys for browser data protection
+- Contains DPAPI master key GUIDs and encrypted key material
+- Essential for decrypting saved passwords and sensitive data
+
+## Security Considerations
+
+### Password Decryption
+
+Chromium passwords are encrypted using OS-level protection mechanisms:
+
+- **Windows**: Uses DPAPI (Data Protection API) with user context
+- **macOS**: Uses Keychain Services for encryption key management
+- **Linux**: Uses various backends including libsecret or plain storage
+
+Decryption requires:
+1. Access to the user's OS encryption context
+2. Corresponding state keys from `Local State` files
+3. Appropriate decryption libraries and tools
+
+### Data Sensitivity
+
+Chromium analysis reveals highly sensitive information:
+
+- **Browsing History**: Can expose visited websites and user behavior patterns
+- **Saved Credentials**: Contains usernames and encrypted passwords for websites
+- **Cookies**: May include authentication tokens and session identifiers
+- **Downloads**: Shows downloaded files and their original sources
+
+Always handle extracted Chromium data with appropriate security controls and access restrictions.
\ No newline at end of file
diff --git a/docs/cli.md b/docs/cli.md
index e902625..006c708 100644
--- a/docs/cli.md
+++ b/docs/cli.md
@@ -72,6 +72,7 @@ The `./tools/submit.sh` script wraps the docker syntax automatically.
   --username your-username \
   --password your-password \
   --project my-project \
+  --source host://HOST1 \
   --agent-id my-agent \
   --workers 5 \
   --recursive \
@@ -103,6 +104,7 @@ Options:
   -u, --username TEXT    Basic auth username  [default: n]
   -p, --password TEXT    Basic auth password  [default: n]
   --project TEXT         Project name for metadata  [default: assess-test]
+  --source TEXT          Source name for metadata (e.g., 'host://HOST1')
   --agent-id TEXT        Agent ID for metadata  [default:
                          submitunknown_user@docker-desktop]
   -f, --file FILE        Path to single file to submit (alternative to PATHS
@@ -110,16 +112,17 @@ Options:
   --help                 Show this message and exit.
 ```
 
-| Option        | Default               | Description               |
-| ------------- | --------------------- | ------------------------- |
-| `--host`      | `0.0.0.0:7443`        | Nemesis host and port     |
-| `--recursive` | `false`               | Process subdirectories    |
-| `--workers`   | `10`                  | Number of upload threads  |
-| `--username`  | `n`                   | Basic auth username       |
-| `--password`  | `n`                   | Basic auth password       |
-| `--project`   | `assess-test`         | Project name for metadata |
-| `--agent-id`  | `submit<user>@<host>` | Agent ID for metadata     |
-| `--debug`     | `false`               | Enable debug logging      |
+| Option        | Default               | Description                                                             |
+| ------------- | --------------------- | ----------------------------------------------------------------------- |
+| `--host`      | `0.0.0.0:7443`        | Nemesis host and port                                                   |
+| `--recursive` | `false`               | Process subdirectories                                                  |
+| `--workers`   | `10`                  | Number of upload threads                                                |
+| `--username`  | `n`                   | Basic auth username                                                     |
+| `--password`  | `n`                   | Basic auth password                                                     |
+| `--project`   | `assess-test`         | Project name for metadata                                               |
+| `--source`    |                       | Source name (e.g., 'host://HOST1' or 'https://domain.com') for metadata |
+| `--agent-id`  | `submit<user>@<host>` | Agent ID for metadata                                                   |
+| `--debug`     | `false`               | Enable debug logging                                                    |
 
 ## Folder Monitoring
 
@@ -173,6 +176,7 @@ docker run \
   --username your-username \
   --password your-password \
   --project my-project \
+  --source host://HOST1 \
   --agent-id my-agent \
   --workers 5  \
   --debug
@@ -188,16 +192,17 @@ poetry run python -m cli monitor /path/to/directory
 
 ### Options Reference
 
-| Option           | Default                | Description                                     |
-| ---------------- | ---------------------- | ----------------------------------------------- |
-| `--host`         | `0.0.0.0:7443`         | Nemesis host and port                           |
-| `--username`     | `n`                    | Basic auth username                             |
-| `--password`     | `n`                    | Basic auth password                             |
-| `--project`      | `assess-test`          | Project name for metadata                       |
-| `--agent-id`     | `monitor<user>@<host>` | Agent ID for metadata                           |
-| `--workers`      | `10`                   | Number of upload threads for initial submission |
-| `--only-monitor` | `false`                | Skip existing files, only monitor for new ones  |
-| `--debug`        | `false`                | Enable debug logging                            |
+| Option           | Default                | Description                                                             |
+| ---------------- | ---------------------- | ----------------------------------------------------------------------- |
+| `--host`         | `0.0.0.0:7443`         | Nemesis host and port                                                   |
+| `--username`     | `n`                    | Basic auth username                                                     |
+| `--password`     | `n`                    | Basic auth password                                                     |
+| `--project`      | `assess-test`          | Project name for metadata                                               |
+| `--source`       |                        | Source name (e.g., 'host://HOST1' or 'https://domain.com') for metadata |
+| `--agent-id`     | `monitor<user>@<host>` | Agent ID for metadata                                                   |
+| `--workers`      | `10`                   | Number of upload threads for initial submission                         |
+| `--only-monitor` | `false`                | Skip existing files, only monitor for new ones                          |
+| `--debug`        | `false`                | Enable debug logging                                                    |
 
 
 ## Mythic Connector
diff --git a/docs/images/agent_credential_extraction.png b/docs/images/agent_credential_extraction.png
new file mode 100644
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HcmV?d00001

diff --git a/docs/odr.md b/docs/odr.md
index 2991090..7db8505 100644
--- a/docs/odr.md
+++ b/docs/odr.md
@@ -22,6 +22,7 @@ Schema definition for the public `file` message POSTed to the API frontend.
 | Field                   | Type     | Description                                                                                                      |
 | ----------------------- | -------- | ---------------------------------------------------------------------------------------------------------------- |
 | `path`                  | string   | File system path to the relevant resource. Can use either forward (/) or backward (\\) slashes                   |
+| `source`                | string   | String representing a `host://IP`, `host://HOSTNAME`, or traditional URI (i.e., `https://domain.com)             |
 | `originating_object_id` | string   | UUID v4 format identifier referencing a parent or source object                                                  |
 | `nesting_level`         | number   | The level of nesting for the file within an originating container. Used to prevent indefinite container nesting. |
 | `creation_time`         | datetime | ISO 8601 formatted timestamp for when the file was created                                                       |
diff --git a/env.example b/env.example
index 2013719..11a8cee 100644
--- a/env.example
+++ b/env.example
@@ -6,7 +6,7 @@ RABBITMQ_PASSWORD=Qwerty12345
 RABBITMQ_USER=nemesis
 
 
-# You can change the password used by HASURA. If not defined a default password will be used.
+# You can change the password used by HASURA. If not defined a default password will be used (pass456)
 # Example:
 #   HASURA_ADMIN_SECRET=Qwerty12345
 
@@ -51,3 +51,10 @@ NEMESIS_URL=https://localhost:7443/
 # If not defined, a random password will be generated and printed in the jupyter container's logs.
 # Example:
 #   JUPYTER_PASSWORD=Qwerty12345
+
+
+# (Optional) Enable Phoenix LLM tracing for Pydantic AI agents.
+# Requires starting Nemesis with monitoring profile: ./tools/nemesis-ctl.sh start dev --monitoring
+# Phoenix UI will be available at http://localhost:6006
+# Example:
+#   PHOENIX_ENABLED=true
diff --git a/infra/dapr/components/pubsub.yaml b/infra/dapr/components/pubsub.yaml
index 1e8299a..68056a5 100644
--- a/infra/dapr/components/pubsub.yaml
+++ b/infra/dapr/components/pubsub.yaml
@@ -16,15 +16,17 @@ spec:
       value: "false"
     - name: autoAck
       value: "false"
+    - name: requeueInFailure
+      value: "true"
     - name: reconnectWait
-      value: "5"
+      value: "3"
     - name: concurrencyMode
       value: parallel
-    # - name: backOffMaxRetries # doesn't appear to be a used value
-    #   value: "5"
-    # - name: backOffMaxInterval # doesn't appear to be a used value
-    #   value: "5s"
-    - name: prefetchCount
-      value: "10"              # Set to 1 for processing one message at a time
+    - name: deliveryMode  # persistence setting
+      value: "2"
+    - name: prefetchCount # should be equal or less than the max concurrent workflows
+      value: "5"
+    - name: maxPriority   # set so we can prioritize some messages if wanted
+      value: "3"
 auth:
-  secretStore: nemesis-secret-store
+  secretStore: nemesis-secret-store
\ No newline at end of file
diff --git a/infra/hasura/metadata/tables.yaml b/infra/hasura/metadata/tables.yaml
index 2a7f97e..c2db380 100644
--- a/infra/hasura/metadata/tables.yaml
+++ b/infra/hasura/metadata/tables.yaml
@@ -2,6 +2,9 @@
 - table:
     name: document_search_results
     schema: public
+- table:
+    name: container_processing
+    schema: public
 - table:
     name: workflows
     schema: public
@@ -139,3 +142,45 @@
 - table:
     name: yara_rules
     schema: public
+- table:
+    name: agent_prompts
+    schema: public
+- table:
+    name: file_linkings
+    schema: public
+- table:
+    name: file_listings
+    schema: public
+
+# `chromium` schema
+- table:
+    name: history
+    schema: chromium
+  object_relationships:
+    - name: files_enriched
+      using:
+        foreign_key_constraint_on: originating_object_id
+- table:
+    name: downloads
+    schema: chromium
+  object_relationships:
+    - name: files_enriched
+      using:
+        foreign_key_constraint_on: originating_object_id
+- table:
+    name: logins
+    schema: chromium
+  object_relationships:
+    - name: files_enriched
+      using:
+        foreign_key_constraint_on: originating_object_id
+- table:
+    name: cookies
+    schema: chromium
+  object_relationships:
+    - name: files_enriched
+      using:
+        foreign_key_constraint_on: originating_object_id
+- table:
+    name: state_keys
+    schema: chromium
\ No newline at end of file
diff --git a/infra/litellm/config.yml b/infra/litellm/config.yml
new file mode 100644
index 0000000..a8e6438
--- /dev/null
+++ b/infra/litellm/config.yml
@@ -0,0 +1,19 @@
+model_list:
+  # used if other task models are not defined
+  - model_name: default
+    litellm_params:
+      model: bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0
+      aws_access_key_id: os.environ/AWS_ACCESS_KEY_ID
+      aws_secret_access_key: os.environ/AWS_SECRET_ACCESS_KEY
+      aws_region_name: "us-east-1"
+  # # used to triage findings and determine their validity
+  # - model_name: triage
+  #   litellm_params:
+  #     model: bedrock/us.anthropic.claude-sonnet-4-20250514-v1:0
+  #     aws_access_key_id: os.environ/AWS_ACCESS_KEY_ID
+  #     aws_secret_access_key: os.environ/AWS_SECRET_ACCESS_KEY
+  #     aws_region_name: "us-east-1"
+
+general_settings:
+  database_connection_pool_limit: 30
+  database_connection_timeout: 60
diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index b85cfe3..f666842 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -6,11 +6,13 @@ CREATE EXTENSION IF NOT EXISTS pg_trgm;
 CREATE TABLE IF NOT EXISTS files (
     object_id UUID PRIMARY KEY,
     agent_id VARCHAR(255),
+    source VARCHAR(1000),
     project VARCHAR(255),
     timestamp TIMESTAMP WITH TIME ZONE,
     expiration TIMESTAMP WITH TIME ZONE,
     path TEXT,
     originating_object_id UUID,
+    originating_container_id UUID, -- for large container processing
     nesting_level INTEGER,
     file_creation_time TIMESTAMP WITH TIME ZONE,
     file_access_time TIMESTAMP WITH TIME ZONE,
@@ -27,6 +29,7 @@ CREATE TABLE IF NOT EXISTS files (
 CREATE TABLE IF NOT EXISTS files_enriched (
     object_id UUID PRIMARY KEY,
     agent_id VARCHAR(255),
+    source VARCHAR(1000),
     project VARCHAR(255),
     timestamp TIMESTAMP WITH TIME ZONE,
     expiration TIMESTAMP WITH TIME ZONE,
@@ -39,6 +42,7 @@ CREATE TABLE IF NOT EXISTS files_enriched (
     is_plaintext BOOLEAN,
     is_container BOOLEAN,
     originating_object_id UUID,
+    originating_container_id UUID, -- for large container processing
     nesting_level INTEGER,
     file_creation_time TIMESTAMP WITH TIME ZONE,
     file_access_time TIMESTAMP WITH TIME ZONE,
@@ -105,6 +109,7 @@ CREATE TABLE IF NOT EXISTS files_feedback (
 CREATE TABLE IF NOT EXISTS files_enriched_dataset (
     object_id UUID PRIMARY KEY,
     agent_id VARCHAR(255),
+    source VARCHAR(1000),
     project VARCHAR(255),
     timestamp TIMESTAMP WITH TIME ZONE,
     expiration TIMESTAMP WITH TIME ZONE,
@@ -169,6 +174,9 @@ CREATE TABLE IF NOT EXISTS findings_triage_history (
     username VARCHAR(255) NOT NULL,
     automated BOOLEAN,
     value VARCHAR(255) NOT NULL,
+    explanation VARCHAR(5000),
+    confidence REAL,
+    true_positive_context VARCHAR(5000),
     timestamp TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
 
@@ -256,6 +264,7 @@ SELECT
     ef.extension,
     ef.project,
     ef.agent_id,
+    ef.source,
     ef."timestamp"::timestamp with time zone
 FROM plaintext_content pc
 JOIN files_enriched ef ON pc.object_id = ef.object_id;
@@ -268,7 +277,8 @@ CREATE OR REPLACE FUNCTION public.search_documents(
     project_name text DEFAULT NULL,
     start_date timestamp with time zone DEFAULT NULL,
     end_date timestamp with time zone DEFAULT NULL,
-    max_results integer DEFAULT 100
+    max_results integer DEFAULT 100,
+    source_pattern text DEFAULT NULL
 ) RETURNS SETOF document_search_results
 STABLE
 LANGUAGE sql
@@ -281,15 +291,13 @@ AS $$
             ) as rn
         FROM document_search_results
         WHERE
-            (
-                content_vector @@ plainto_tsquery('simple', search_query)
-                OR content ILIKE '%' || search_query || '%'
-                OR file_name ILIKE '%' || search_query || '%'
-            )            AND (path_pattern IS NULL OR path LIKE path_pattern)
+            content_vector @@ plainto_tsquery('simple', search_query)
+            AND (path_pattern IS NULL OR path LIKE path_pattern)
             AND (agent_pattern IS NULL OR agent_id LIKE agent_pattern)
             AND (project_name IS NULL OR project = project_name)
             AND (start_date IS NULL OR "timestamp" >= start_date)
             AND (end_date IS NULL OR "timestamp" <= end_date)
+            AND (source_pattern IS NULL OR source IS NULL OR source LIKE source_pattern)
     )
     SELECT
         object_id,
@@ -301,6 +309,7 @@ AS $$
         extension,
         project,
         agent_id,
+        source,
         "timestamp"
     FROM ranked_chunks
     WHERE rn = 1
@@ -331,6 +340,159 @@ CREATE TABLE IF NOT EXISTS yara_rules (
 );
 
 
+-----------------------
+-- Agent Prompts
+-----------------------
+CREATE TABLE IF NOT EXISTS agent_prompts (
+    name VARCHAR(255) NOT NULL PRIMARY KEY,
+    description TEXT,
+    prompt TEXT NOT NULL,
+    enabled BOOLEAN NOT NULL DEFAULT true,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
+);
+
+
+-----------------------
+-- FILE LINKINGS
+-----------------------
+CREATE TABLE IF NOT EXISTS file_linkings (
+    linking_id BIGSERIAL PRIMARY KEY,
+    source VARCHAR(1000) NOT NULL,
+    file_path_1 TEXT NOT NULL,
+    file_path_2 TEXT NOT NULL,
+    link_type VARCHAR(255),  -- Optional: to specify the type of relationship
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    UNIQUE(source, file_path_1, file_path_2)
+);
+
+-- Create indexes for efficient lookups in both directions
+CREATE INDEX IF NOT EXISTS idx_file_linkings_file_1 ON file_linkings(file_path_1);
+CREATE INDEX IF NOT EXISTS idx_file_linkings_file_2 ON file_linkings(file_path_2);
+CREATE INDEX IF NOT EXISTS idx_file_linkings_source ON file_linkings(source);
+
+
+-----------------------
+-- FILE LISTINGS
+-----------------------
+CREATE TABLE IF NOT EXISTS file_listings (
+    listing_id BIGSERIAL PRIMARY KEY,
+    source VARCHAR(1000) NOT NULL,
+    path TEXT NOT NULL,
+    object_id UUID,
+    status VARCHAR(50) NOT NULL CHECK (status IN ('needs_to_be_collected', 'not_exists', 'collected', 'not_wanted')),
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    path_lower TEXT GENERATED ALWAYS AS (LOWER(path)) STORED,
+    UNIQUE(source, path_lower)
+);
+
+-- Create indexes for efficient queries
+CREATE INDEX IF NOT EXISTS idx_file_listings_source ON file_listings(source);
+CREATE INDEX IF NOT EXISTS idx_file_listings_status ON file_listings(status);
+CREATE INDEX IF NOT EXISTS idx_file_listings_object_id ON file_listings(object_id);
+-- Create composite index for efficient path prefix queries
+CREATE INDEX IF NOT EXISTS idx_file_listings_source_path ON file_listings(source, path);
+-- Create trigram index for path pattern matching
+CREATE INDEX IF NOT EXISTS idx_file_listings_path_trgm ON file_listings USING gist (path gist_trgm_ops);
+
+-- Helper functions for file browser hierarchical navigation
+CREATE OR REPLACE FUNCTION get_path_depth(file_path text)
+RETURNS integer AS $$
+BEGIN
+    -- Count forward slashes to determine depth
+    -- Root files (no slash) are depth 0, /folder/file is depth 1, etc.
+    IF file_path = '' OR file_path IS NULL THEN
+        RETURN 0;
+    END IF;
+    RETURN array_length(string_to_array(file_path, '/'), 1) - 1;
+END;
+$$ LANGUAGE plpgsql IMMUTABLE;
+
+CREATE OR REPLACE FUNCTION get_path_parent(file_path text)
+RETURNS text AS $$
+BEGIN
+    -- Return parent path, handling edge cases
+    IF file_path IS NULL OR file_path = '' OR position('/' in file_path) = 0 THEN
+        RETURN '';
+    END IF;
+    RETURN regexp_replace(file_path, '/[^/]*$', '');
+END;
+$$ LANGUAGE plpgsql IMMUTABLE;
+
+CREATE OR REPLACE FUNCTION get_path_filename(file_path text)
+RETURNS text AS $$
+BEGIN
+    -- Extract just the filename/folder name from full path
+    IF file_path IS NULL OR file_path = '' THEN
+        RETURN '';
+    END IF;
+    RETURN regexp_replace(file_path, '^.*/', '');
+END;
+$$ LANGUAGE plpgsql IMMUTABLE;
+
+CREATE OR REPLACE FUNCTION is_file_path(file_path text)
+RETURNS boolean AS $$
+BEGIN
+    -- Simple heuristic: if path has an extension, it's likely a file
+    -- This isn't perfect but works for most cases
+    IF file_path IS NULL OR file_path = '' THEN
+        RETURN false;
+    END IF;
+    -- Check if the last part after the final slash contains a dot
+    RETURN get_path_filename(file_path) LIKE '%.%';
+END;
+$$ LANGUAGE plpgsql IMMUTABLE;
+
+-- View for hierarchical file browser queries
+-- This creates virtual folder entries for efficient navigation
+CREATE OR REPLACE VIEW file_listings_hierarchy AS
+WITH RECURSIVE folder_paths AS (
+    -- Get all unique folder paths from file paths
+    SELECT DISTINCT
+        source,
+        get_path_parent(path) as folder_path,
+        get_path_depth(get_path_parent(path)) as depth
+    FROM file_listings
+    WHERE get_path_parent(path) != ''
+
+    UNION
+
+    -- Add parent folders recursively
+    SELECT
+        source,
+        get_path_parent(folder_path) as folder_path,
+        get_path_depth(get_path_parent(folder_path)) as depth
+    FROM folder_paths
+    WHERE get_path_parent(folder_path) != '' AND get_path_parent(folder_path) != folder_path
+)
+SELECT
+    source,
+    folder_path as path,
+    'folder' as item_type,
+    null::uuid as object_id,
+    'folder' as status,
+    depth,
+    get_path_parent(folder_path) as parent_path,
+    get_path_filename(folder_path) as name
+FROM folder_paths
+WHERE folder_path != ''
+
+UNION ALL
+
+SELECT
+    source,
+    path,
+    'file' as item_type,
+    object_id,
+    status,
+    get_path_depth(path) as depth,
+    get_path_parent(path) as parent_path,
+    get_path_filename(path) as name
+FROM file_listings;
+
+
 -----------------------
 -- CREATE UPDATE FIELD TRIGGER
 -----------------------
@@ -362,6 +524,11 @@ CREATE OR REPLACE TRIGGER update_yara_rules_updated_at
     FOR EACH ROW
     EXECUTE FUNCTION update_updated_at_column();
 
+CREATE OR REPLACE TRIGGER update_agent_prompts_updated_at
+    BEFORE UPDATE ON agent_prompts
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
+
 CREATE OR REPLACE TRIGGER update_enrichments_updated_at
     BEFORE UPDATE ON enrichments
     FOR EACH ROW
@@ -382,6 +549,15 @@ CREATE OR REPLACE TRIGGER update_files_enriched_dataset_updated_at
     FOR EACH ROW
     EXECUTE FUNCTION update_updated_at_column();
 
+CREATE OR REPLACE TRIGGER update_file_linkings_updated_at
+    BEFORE UPDATE ON file_linkings
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
+
+CREATE OR REPLACE TRIGGER update_file_listings_updated_at
+    BEFORE UPDATE ON file_listings
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
 
 
 -----------------------
@@ -397,3 +573,168 @@ CREATE TABLE IF NOT EXISTS workflows (
     runtime_seconds REAL,
     start_time TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
+
+
+-----------------------
+-- Container Processing Tracking
+-----------------------
+CREATE TABLE IF NOT EXISTS container_processing (
+    container_id UUID NOT NULL PRIMARY KEY DEFAULT gen_random_uuid(),
+    container_type VARCHAR(50) NOT NULL,
+    original_filename VARCHAR(255),
+    original_size BIGINT,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    status VARCHAR(50) NOT NULL DEFAULT 'submitted',
+    total_files_extracted INTEGER DEFAULT 0,
+    total_bytes_extracted  INTEGER DEFAULT 0,
+    submitted_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    expiration TIMESTAMP WITH TIME ZONE,
+    processing_started_at TIMESTAMP WITH TIME ZONE,
+    processing_completed_at TIMESTAMP WITH TIME ZONE,
+    error_message TEXT,
+    workflows_completed INTEGER DEFAULT 0,
+    workflows_failed INTEGER DEFAULT 0,
+    workflows_total INTEGER DEFAULT 0,
+    total_bytes_processed  INTEGER DEFAULT 0
+);
+
+
+-- Create phoenix database
+CREATE DATABASE phoenix;
+
+
+-----------------------
+-- Chromium schema/tables
+-----------------------
+
+CREATE SCHEMA chromium;
+
+-- "urls" table in "History" file
+CREATE TABLE IF NOT EXISTS chromium.history (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    username TEXT,                              -- username extracted from user data directory, if applicable
+    browser TEXT,                               -- browser name extracted from user data directory, if applicable
+
+    url TEXT,                                   -- extracted from the Chromium DB
+    title TEXT,                                 -- extracted from the Chromium DB
+    visit_count INTEGER,                        -- extracted from the Chromium DB
+    last_visit_time TIMESTAMP WITH TIME ZONE,   -- extracted from the Chromium DB
+
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
+    UNIQUE (source, username, browser, url, title, last_visit_time)
+);
+
+-- "downloads" table in "History" file
+CREATE TABLE IF NOT EXISTS chromium.downloads (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    username TEXT,                              -- username extracted from user data directory, if applicable
+    browser TEXT,                               -- browser name extracted from user data directory, if applicable
+
+    url TEXT,                                   -- extracted from the Chromium DB
+    download_path TEXT,                         -- extracted from the Chromium DB `target_path` field
+    start_time TIMESTAMP WITH TIME ZONE,        -- extracted from the Chromium DB
+    end_time TIMESTAMP WITH TIME ZONE,          -- extracted from the Chromium DB
+    total_bytes INTEGER,                        -- extracted from the Chromium DB
+
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
+    UNIQUE (source, username, browser, url, download_path, start_time)
+);
+
+-- extracted from a Chromium "Local State" file
+CREATE TABLE chromium.state_keys (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    username TEXT,                                      -- username extracted from user data directory, if applicable
+    browser TEXT,                                       -- browser name extracted from user data directory, if applicable
+
+    key_masterkey_guid UUID,                            -- associated masterkey GUID for key_bytes_enc
+    key_bytes_enc BYTEA NOT NULL,                       -- os_crypt.encrypted_key in Chromium `Local State` file (pre v127)
+    key_bytes_dec BYTEA NOT NULL,
+    key_is_decrypted BOOLEAN,
+
+    app_bound_key_enc BYTEA NOT NULL,                   -- os_crypt.app_bound_encrypted_key in Chromium `Local State` file (post v127)
+    app_bound_key_system_masterkey_guid UUID,           -- associated _system_ masterkey GUID for key_bytes_enc
+    app_bound_key_user_masterkey_guid UUID,             -- associated _user_ masterkey GUID for key_bytes_enc
+    app_bound_key_dec BYTEA NOT NULL,
+    app_bound_key_is_decrypted BOOLEAN,
+
+    UNIQUE (source, username, browser)
+);
+
+-- "logins" table in "Login Data" file
+CREATE TABLE IF NOT EXISTS chromium.logins (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    username TEXT,                                      -- username extracted from user data directory, if applicable
+    browser TEXT,                                       -- browser name extracted from user data directory, if applicable
+
+    origin_url TEXT,                                    -- extracted from the Chromium DB
+    username_value TEXT,                                -- extracted from the Chromium DB
+    signon_realm TEXT,                                  -- extracted from the Chromium DB
+    date_created TIMESTAMP WITH TIME ZONE,              -- extracted from the Chromium DB
+    date_last_used TIMESTAMP WITH TIME ZONE,            -- extracted from the Chromium DB
+    date_password_modified TIMESTAMP WITH TIME ZONE,    -- extracted from the Chromium DB
+    times_used INTEGER,                                 -- extracted from the Chromium DB
+
+    encryption_type TEXT,                               -- carved from the `password_value_enc` bytes - dpapi, key, or abe (app-bound-encryption)
+    masterkey_guid UUID,                                -- if encryption_type == dpapi, associated masterkey GUID
+    state_key_id INTEGER,                               -- if encryption_type != dpapi, linked to "id" in `chromium.state_keys`
+    is_decrypted BOOLEAN,
+    password_value_enc BYTEA,                           -- extracted from the Chromium DB `password_value` field
+    password_value_dec TEXT,
+
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
+    FOREIGN KEY (state_key_id) REFERENCES chromium.state_keys(id) ON DELETE SET NULL,
+    UNIQUE (source, username, browser, origin_url, username_value)
+);
+
+-- "cookies" table in "Cookies" file
+CREATE TABLE IF NOT EXISTS chromium.cookies (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),
+    project VARCHAR(255),
+    username TEXT,                                      -- username extracted from user data directory, if applicable
+    browser TEXT,                                       -- browser name extracted from user data directory, if applicable
+
+    host_key TEXT,                                      -- extracted from the Chromium DB
+    name TEXT,                                          -- extracted from the Chromium DB
+    path TEXT,                                          -- extracted from the Chromium DB
+    creation_utc TIMESTAMP WITH TIME ZONE,              -- extracted from the Chromium DB
+    expires_utc TIMESTAMP WITH TIME ZONE,               -- extracted from the Chromium DB
+    last_access_utc TIMESTAMP WITH TIME ZONE,           -- extracted from the Chromium DB
+    last_update_utc TIMESTAMP WITH TIME ZONE,           -- extracted from the Chromium DB
+    is_secure BOOLEAN,                                  -- extracted from the Chromium DB
+    is_httponly BOOLEAN,                                -- extracted from the Chromium DB
+    is_persistent BOOLEAN,                              -- extracted from the Chromium DB
+    samesite TEXT,                                      -- extracted from the Chromium DB, translated from int
+    source_port INTEGER,                                -- extracted from the Chromium DB
+
+    encryption_type TEXT,                               -- carved from the `encrypted_value` field - dpapi, key, or abe (app-bound-encryption)
+    masterkey_guid UUID,                                -- if encryption_type == dpapi, associated masterkey GUID
+    state_key_id INTEGER,                               -- if encryption_type != dpapi, linked to "id" in `chromium.state_keys`
+    is_decrypted BOOLEAN,
+    value_enc BYTEA,                                    -- extracted from the Chromium DB `encrypted_value` field
+    value_dec TEXT,
+
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
+    FOREIGN KEY (state_key_id) REFERENCES chromium.state_keys(id) ON DELETE SET NULL,
+    UNIQUE (source, username, browser, host_key, name, path)
+);
diff --git a/projects/triage/.vscode/settings.json b/libs/chromium/.vscode/settings.json
similarity index 77%
rename from projects/triage/.vscode/settings.json
rename to libs/chromium/.vscode/settings.json
index 34bd581..9eb29d1 100644
--- a/projects/triage/.vscode/settings.json
+++ b/libs/chromium/.vscode/settings.json
@@ -39,27 +39,18 @@
         "**/*.egg-info/**": true,
         "**/build/**": true,
         "**/dist/**": true,
-        "**/node_modules/*/**": true,
+        "**/node_modules/*/**": true
     },
     "python.analysis.diagnosticSeverityOverrides": {
         "reportMissingImports": "none",
-        "reportMissingModuleSource": "none",
+        "reportMissingModuleSource": "none"
     },
     "python.analysis.useLibraryCodeForTypes": true, // Pyright
-    // "python.formatting.provider": "none",
     "python.languageServer": "Pylance",
-    "python.linting.enabled": true,
-    "python.linting.flake8Args": [
-        "--max-line-length=240",
-        "--ignore=E203,E722,W503",
-    ],
-    "python.linting.flake8Enabled": true,
-    "python.linting.lintOnSave": true,
-    "python.linting.pylintEnabled": false,
     "python.testing.pytestArgs": [
         "tests"
     ],
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
-    "python.analysis.typeCheckingMode": "basic",
+    "python.analysis.typeCheckingMode": "basic"
 }
\ No newline at end of file
diff --git a/libs/chromium/README.md b/libs/chromium/README.md
new file mode 100644
index 0000000..f91b3ab
--- /dev/null
+++ b/libs/chromium/README.md
@@ -0,0 +1,2 @@
+# Chromium
+A Chromium helper library.
\ No newline at end of file
diff --git a/libs/chromium/chromium/__init__.py b/libs/chromium/chromium/__init__.py
new file mode 100644
index 0000000..4072b62
--- /dev/null
+++ b/libs/chromium/chromium/__init__.py
@@ -0,0 +1,15 @@
+"""Chromium utility library for Chromium focused operations."""
+
+from .cookies import process_chromium_cookies
+from .helpers import convert_chromium_timestamp
+from .history import process_chromium_history
+from .local_state import process_chromium_local_state
+from .logins import process_chromium_logins
+
+__all__ = [
+    "convert_chromium_timestamp",
+    "process_chromium_history",
+    "process_chromium_cookies",
+    "process_chromium_logins",
+    "process_chromium_local_state",
+]
diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
new file mode 100644
index 0000000..50df2e1
--- /dev/null
+++ b/libs/chromium/chromium/cookies.py
@@ -0,0 +1,192 @@
+"""Chromium Cookies file parsing and database operations."""
+
+import sqlite3
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+
+from .helpers import (
+    convert_chromium_timestamp,
+    detect_encryption_type,
+    get_postgres_connection_str,
+    get_state_key_id,
+    parse_chromium_file_path,
+)
+
+logger = structlog.get_logger(module=__name__)
+
+
+def process_chromium_cookies(object_id: str, file_path: str | None = None) -> None:
+    """Process Chromium Cookies file and insert cookies into database.
+
+    Args:
+        object_id: The object ID of the Cookies file
+        file_path: Optional path to already downloaded file
+    """
+    logger.info("Processing Chromium Cookies file", object_id=object_id)
+
+    file_enriched = get_file_enriched(object_id)
+
+    # Extract username and browser from file path
+    username, browser = parse_chromium_file_path(file_enriched.path or "")
+    logger.debug("[process_chromium_cookies]", username=username, browser=browser)
+
+    # Get database file
+    if file_path:
+        db_path = file_path
+    else:
+        storage = StorageMinio()
+        with storage.download(file_enriched.object_id) as temp_file:
+            db_path = temp_file.name
+
+    conn_str = get_postgres_connection_str()
+    with psycopg.connect(conn_str) as pg_conn:
+        _insert_cookies(file_enriched, username, browser, db_path, pg_conn)
+
+    logger.debug("Completed processing Chromium Cookies", object_id=object_id)
+
+
+def _translate_samesite(samesite_int: int) -> str:
+    """Translate samesite integer value to string.
+
+    Args:
+        samesite_int: Integer value from database
+
+    Returns:
+        String representation of samesite value
+    """
+    samesite_map = {-1: "Unspecified", 0: "None", 1: "Lax", 2: "Strict"}
+    return samesite_map.get(samesite_int, "Unknown")
+
+
+def _insert_cookies(file_enriched, username: str | None, browser: str, db_path: str, pg_conn) -> None:
+    """Extract cookies from Cookies database and insert into chromium.cookies table."""
+    try:
+        # Read from SQLite
+        with sqlite3.connect(db_path) as conn:
+            conn.text_factory = bytes  # Get raw bytes, we'll handle text decoding manually
+            cursor = conn.cursor()
+
+            # Query cookies table
+            cursor.execute("""
+                SELECT host_key, name, path, creation_utc, expires_utc, last_access_utc,
+                       last_update_utc, is_secure, is_httponly, is_persistent, samesite,
+                       source_port, encrypted_value
+                FROM cookies
+            """)
+            rows = cursor.fetchall()
+
+        if not rows:
+            return
+
+        # Prepare data for PostgreSQL
+        cookies_data = []
+        for row in rows:
+            (
+                host_key,
+                name,
+                path,
+                creation_utc,
+                expires_utc,
+                last_access_utc,
+                last_update_utc,
+                is_secure,
+                is_httponly,
+                is_persistent,
+                samesite,
+                source_port,
+                encrypted_value,
+            ) = row
+
+            # Decode text fields from bytes (since we set text_factory = bytes)
+            host_key = host_key.decode("utf-8", errors="replace") if host_key else None
+            name = name.decode("utf-8", errors="replace") if name else None
+            path = path.decode("utf-8", errors="replace") if path else None
+
+            # encrypted_value is already binary (what we want)
+            if encrypted_value is None:
+                encrypted_value = b""
+
+            # Detect encryption type and get masterkey GUID
+            encryption_type, masterkey_guid = detect_encryption_type(encrypted_value)
+
+            # Get state key ID for key/abe encryption
+            state_key_id = None
+            if encryption_type in ["key", "abe"]:
+                state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+
+            cookie_data = {
+                "originating_object_id": file_enriched.object_id,
+                "agent_id": file_enriched.agent_id,
+                "source": file_enriched.source,
+                "project": file_enriched.project,
+                "username": username,
+                "browser": browser,
+                "host_key": host_key,
+                "name": name,
+                "path": path,
+                "creation_utc": convert_chromium_timestamp(creation_utc),
+                "expires_utc": convert_chromium_timestamp(expires_utc),
+                "last_access_utc": convert_chromium_timestamp(last_access_utc),
+                "last_update_utc": convert_chromium_timestamp(last_update_utc),
+                "is_secure": bool(is_secure),
+                "is_httponly": bool(is_httponly),
+                "is_persistent": bool(is_persistent),
+                "samesite": _translate_samesite(samesite) if samesite is not None else "Unknown",
+                "source_port": source_port,
+                "encryption_type": encryption_type,
+                "masterkey_guid": masterkey_guid,
+                "state_key_id": state_key_id,
+                "is_decrypted": False,
+                "value_enc": encrypted_value,
+                "value_dec": None,
+            }
+            cookies_data.append(cookie_data)
+
+        # Insert into PostgreSQL
+        with pg_conn.cursor() as cur:
+            insert_sql = """
+                INSERT INTO chromium.cookies
+                (originating_object_id, agent_id, source, project, username, browser,
+                    host_key, name, path, creation_utc, expires_utc, last_access_utc,
+                    last_update_utc, is_secure, is_httponly, is_persistent, samesite,
+                    source_port, encryption_type, masterkey_guid, state_key_id,
+                    is_decrypted, value_enc, value_dec)
+                VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                        %(username)s, %(browser)s, %(host_key)s, %(name)s, %(path)s,
+                        %(creation_utc)s, %(expires_utc)s, %(last_access_utc)s,
+                        %(last_update_utc)s, %(is_secure)s, %(is_httponly)s, %(is_persistent)s,
+                        %(samesite)s, %(source_port)s, %(encryption_type)s, %(masterkey_guid)s,
+                        %(state_key_id)s, %(is_decrypted)s, %(value_enc)s, %(value_dec)s)
+                ON CONFLICT (source, username, browser, host_key, name, path)
+                DO UPDATE SET
+                    host_key = EXCLUDED.host_key,
+                    name = EXCLUDED.name,
+                    path = EXCLUDED.path,
+                    creation_utc = EXCLUDED.creation_utc,
+                    expires_utc = EXCLUDED.expires_utc,
+                    last_access_utc = EXCLUDED.last_access_utc,
+                    last_update_utc = EXCLUDED.last_update_utc,
+                    is_secure = EXCLUDED.is_secure,
+                    is_httponly = EXCLUDED.is_httponly,
+                    is_persistent = EXCLUDED.is_persistent,
+                    samesite = EXCLUDED.samesite,
+                    source_port = EXCLUDED.source_port,
+                    encryption_type = EXCLUDED.encryption_type,
+                    masterkey_guid = EXCLUDED.masterkey_guid,
+                    state_key_id = EXCLUDED.state_key_id,
+                    is_decrypted = EXCLUDED.is_decrypted,
+                    value_enc = EXCLUDED.value_enc,
+                    value_dec = EXCLUDED.value_dec
+            """
+
+            cur.executemany(insert_sql, cookies_data)
+            pg_conn.commit()
+
+        logger.info("Inserted cookies into database", count=len(cookies_data))
+
+    except Exception as e:
+        logger.exception("Error processing Cookies", error=str(e))
+        raise
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
new file mode 100644
index 0000000..bb184e3
--- /dev/null
+++ b/libs/chromium/chromium/helpers.py
@@ -0,0 +1,164 @@
+"""Helper functions for Chromium data processing."""
+
+import re
+from datetime import UTC, datetime, timedelta
+
+import psycopg
+import structlog
+from dapr.clients import DaprClient
+from impacket.dpapi import DPAPI_BLOB
+from impacket.uuid import bin_to_string
+
+logger = structlog.get_logger(module=__name__)
+
+
+def get_postgres_connection_str() -> str:
+    """Get PostgreSQL connection string from Dapr."""
+    with DaprClient() as client:
+        secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+        return secret.secret["POSTGRES_CONNECTION_STRING"]
+
+
+def convert_chromium_timestamp(timestamp: int, str_format: bool = False) -> datetime | str | None:
+    """Convert Chromium timestamp to datetime.
+
+    Args:
+        timestamp: Chromium timestamp (microseconds since 1601-01-01)
+        str_format: Whether to return the timestamp in a string iso format (default is a datetime)
+
+    Returns:
+        datetime object or None if invalid
+    """
+    if not timestamp or timestamp == 0:
+        return None
+
+    try:
+        epoch = datetime(1601, 1, 1, tzinfo=UTC)
+        dt = epoch + timedelta(microseconds=timestamp)
+        if str_format:
+            return dt.isoformat()
+        else:
+            return dt
+    except (ValueError, OverflowError):
+        return None
+
+
+def parse_chromium_file_path(file_path: str) -> tuple[str | None, str]:
+    """Extract username and browser from Chromium file path.
+
+    Args:
+        file_path: Path to the Chromium file
+
+    Returns:
+        Tuple of (username, browser_name)
+    """
+
+    # normalize first
+    file_path = file_path.replace("\\", "/")
+
+    # Chrome/Edge/Brave pattern
+    match = re.search(
+        r".*/(?P<username>[^/]+)/AppData/Local/(?:Google|Microsoft|BraveSoftware)/(?P<browser>Chrome|Edge|Brave-Browser)/",
+        file_path,
+        re.IGNORECASE,
+    )
+
+    if match:
+        username = match.group("username").lower()
+        browser_str = match.group("browser").lower()
+
+        if "chrome" in browser_str:
+            return username, "chrome"
+        elif "edge" in browser_str:
+            return username, "edge"
+        elif "brave" in browser_str:
+            return username, "brave"
+
+    # Opera pattern
+    match = re.search(r".*/(?P<username>[^/]+)/AppData/Roaming/Opera Software/Opera Stable/", file_path, re.IGNORECASE)
+
+    if match:
+        username = match.group("username").lower()
+        return username, "opera"
+
+    return None, "unknown"
+
+
+def detect_encryption_type(encrypted_value: bytes) -> tuple[str, str | None]:
+    """Detect encryption type and extract masterkey GUID if applicable.
+
+    Args:
+        encrypted_value: Raw encrypted value bytes
+
+    Returns:
+        Tuple of (encryption_type, masterkey_guid)
+    """
+    if not encrypted_value or len(encrypted_value) < 4:
+        return "unknown", None
+
+    # Check for DPAPI (first 4 bytes are \x01\x00\x00\x00)
+    if encrypted_value[:4] == b"\x01\x00\x00\x00":
+        try:
+            blob = DPAPI_BLOB(encrypted_value)
+            if blob.rawData is not None:
+                blob.rawData = blob.rawData[: len(blob.getData())]
+                masterkey_guid = bin_to_string(blob["GuidMasterKey"]).lower()
+                return "dpapi", masterkey_guid
+        except Exception as e:
+            logger.warning("Failed to parse DPAPI blob", error=str(e))
+            return "dpapi", None
+        return "dpapi", None
+
+    # Check for key-based encryption (v10, v11)
+    if len(encrypted_value) >= 3:
+        prefix = encrypted_value[:3]
+        try:
+            prefix_str = prefix.decode("ascii")
+            if prefix_str in ["v10", "v11"]:
+                return "key", None
+            elif prefix_str == "v20":
+                return "abe", None
+        except UnicodeDecodeError:
+            pass
+
+    return "unknown", None
+
+
+def get_state_key_id(source: str, username: str | None, browser: str, pg_conn=None) -> int | None:
+    """Get state key ID for key/abe encryption types.
+
+    Args:
+        source: Source value
+        username: Username value
+        browser: Browser value
+        pg_conn: existing Postgres connection
+
+    Returns:
+        State key ID if found, None otherwise
+    """
+    if pg_conn:
+        try:
+            with pg_conn.cursor() as cur:
+                cur.execute(
+                    "SELECT id FROM chromium.state_keys WHERE source = %s AND username = %s AND browser = %s",
+                    (source, username, browser),
+                )
+                result = cur.fetchone()
+                return result[0] if result else None
+        except Exception as e:
+            logger.warning("Failed to lookup state key ID", error=str(e))
+            return None
+    else:
+        try:
+            conn_str = get_postgres_connection_str()
+            with psycopg.connect(conn_str) as pg_conn:
+                with pg_conn.cursor() as cur:
+                    cur.execute(
+                        "SELECT id FROM chromium.state_keys WHERE source = %s AND username = %s AND browser = %s",
+                        (source, username, browser),
+                    )
+                    result = cur.fetchone()
+                    return result[0] if result else None
+        except Exception as e:
+            logger.warning("Failed to lookup state key ID", error=str(e))
+            return None
diff --git a/libs/chromium/chromium/history.py b/libs/chromium/chromium/history.py
new file mode 100644
index 0000000..fdcdd43
--- /dev/null
+++ b/libs/chromium/chromium/history.py
@@ -0,0 +1,165 @@
+"""Chromium History file parsing and database operations."""
+
+import sqlite3
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+
+from .helpers import convert_chromium_timestamp, get_postgres_connection_str, parse_chromium_file_path
+
+logger = structlog.get_logger(module=__name__)
+
+
+def process_chromium_history(object_id: str, file_path: str | None = None) -> None:
+    """Process Chromium History file and insert URLs and downloads into database.
+
+    Args:
+        object_id: The object ID of the History file
+        file_path: Optional path to already downloaded file
+    """
+    logger.info("Processing Chromium History file", object_id=object_id)
+
+    file_enriched = get_file_enriched(object_id)
+
+    # Extract username and browser from file path
+    username, browser = parse_chromium_file_path(file_enriched.path or "")
+    logger.debug("[process_chromium_history]", username=username, browser=browser)
+
+    # Get database file
+    if file_path:
+        db_path = file_path
+    else:
+        storage = StorageMinio()
+        with storage.download(file_enriched.object_id) as temp_file:
+            db_path = temp_file.name
+
+    # Process both tables
+    _insert_history_urls(object_id, file_enriched, username, browser, db_path)
+    _insert_history_downloads(object_id, file_enriched, username, browser, db_path)
+
+    logger.debug("Completed processing Chromium History", object_id=object_id)
+
+
+def _insert_history_urls(object_id: str, file_enriched, username: str | None, browser: str, db_path: str) -> None:
+    """Extract URLs from History and insert into chromium.history table."""
+    try:
+        # Read from SQLite
+        with sqlite3.connect(db_path) as conn:
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
+            cursor = conn.cursor()
+
+            cursor.execute("SELECT url, title, visit_count, last_visit_time FROM urls")
+            rows = cursor.fetchall()
+
+        if not rows:
+            return
+
+        # Prepare data for PostgreSQL
+        urls_data = []
+        for url, title, visit_count, last_visit_time in rows:
+            urls_data.append(
+                {
+                    "originating_object_id": file_enriched.object_id,
+                    "agent_id": file_enriched.agent_id,
+                    "source": file_enriched.source,
+                    "project": file_enriched.project,
+                    "username": username,
+                    "browser": browser,
+                    "url": url,
+                    "title": title,
+                    "visit_count": visit_count,
+                    "last_visit_time": convert_chromium_timestamp(last_visit_time),
+                }
+            )
+
+        # Insert into PostgreSQL
+        conn_str = get_postgres_connection_str()
+        with psycopg.connect(conn_str) as pg_conn:
+            with pg_conn.cursor() as cur:
+                insert_sql = """
+                    INSERT INTO chromium.history
+                    (originating_object_id, agent_id, source, project, username, browser,
+                     url, title, visit_count, last_visit_time)
+                    VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                            %(username)s, %(browser)s, %(url)s, %(title)s, %(visit_count)s, %(last_visit_time)s)
+                    ON CONFLICT (source, username, browser, url, title, last_visit_time)
+                    DO UPDATE SET
+                        url = EXCLUDED.url,
+                        title = EXCLUDED.title,
+                        visit_count = EXCLUDED.visit_count,
+                        last_visit_time = EXCLUDED.last_visit_time
+                """
+
+                cur.executemany(insert_sql, urls_data)
+                pg_conn.commit()
+
+        logger.info("Inserted URLs into database", count=len(urls_data))
+
+    except Exception as e:
+        logger.exception("Error processing History URLs", error=str(e))
+        raise
+
+
+def _insert_history_downloads(object_id: str, file_enriched, username: str | None, browser: str, db_path: str) -> None:
+    """Extract downloads from History and insert into chromium_downloads table."""
+    try:
+        # Read from SQLite
+        with sqlite3.connect(db_path) as conn:
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
+            cursor = conn.cursor()
+
+            cursor.execute("SELECT tab_url, target_path, start_time, end_time, total_bytes FROM downloads")
+            rows = cursor.fetchall()
+
+        if not rows:
+            return
+
+        # Prepare data for PostgreSQL
+        downloads_data = []
+        for tab_url, target_path, start_time, end_time, total_bytes in rows:
+            downloads_data.append(
+                {
+                    "originating_object_id": file_enriched.object_id,
+                    "agent_id": file_enriched.agent_id,
+                    "source": file_enriched.source,
+                    "project": file_enriched.project,
+                    "username": username,
+                    "browser": browser,
+                    "url": tab_url,
+                    "download_path": target_path,
+                    "start_time": convert_chromium_timestamp(start_time),
+                    "end_time": convert_chromium_timestamp(end_time),
+                    "total_bytes": total_bytes,
+                }
+            )
+
+        # Insert into PostgreSQL
+        conn_str = get_postgres_connection_str()
+        with psycopg.connect(conn_str) as pg_conn:
+            with pg_conn.cursor() as cur:
+                insert_sql = """
+                    INSERT INTO chromium.downloads
+                    (originating_object_id, agent_id, source, project, username, browser,
+                     url, download_path, start_time, end_time, total_bytes)
+                    VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                            %(username)s, %(browser)s, %(url)s, %(download_path)s,
+                            %(start_time)s, %(end_time)s, %(total_bytes)s)
+                    ON CONFLICT (source, username, browser, url, download_path, start_time)
+                    DO UPDATE SET
+                        url = EXCLUDED.url,
+                        download_path = EXCLUDED.download_path,
+                        start_time = EXCLUDED.start_time,
+                        end_time = EXCLUDED.end_time,
+                        total_bytes = EXCLUDED.total_bytes
+                """
+
+                cur.executemany(insert_sql, downloads_data)
+                pg_conn.commit()
+
+        logger.info("Inserted downloads into database", count=len(downloads_data))
+
+    except Exception as e:
+        logger.exception("Error processing History downloads", error=str(e))
+        raise
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
new file mode 100644
index 0000000..7d010e7
--- /dev/null
+++ b/libs/chromium/chromium/local_state.py
@@ -0,0 +1,231 @@
+"""Chromium Local State file parsing and database operations."""
+
+import base64
+import json
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from impacket.dpapi import DPAPI_BLOB
+from impacket.uuid import bin_to_string
+
+from .helpers import (
+    detect_encryption_type,
+    get_postgres_connection_str,
+    parse_chromium_file_path,
+)
+
+logger = structlog.get_logger(module=__name__)
+
+
+def process_chromium_local_state(object_id: str, file_path: str | None = None) -> None:
+    """Process Chromium Local State file and insert state keys into database.
+
+    Args:
+        object_id: The object ID of the Local State file
+        file_path: Optional path to already downloaded file
+    """
+    logger.info("Processing Chromium Local State file", object_id=object_id)
+
+    file_enriched = get_file_enriched(object_id)
+
+    # Extract username and browser from file path
+    username, browser = parse_chromium_file_path(file_enriched.path or "")
+    logger.debug("[process_chromium_local_state]", username=username, browser=browser)
+
+    # Get file content
+    if file_path:
+        with open(file_path, encoding="utf-8") as f:
+            content = f.read()
+    else:
+        storage = StorageMinio()
+        with storage.download(file_enriched.object_id) as temp_file:
+            with open(temp_file.name, encoding="utf-8") as f:
+                content = f.read()
+
+    conn_str = get_postgres_connection_str()
+    with psycopg.connect(conn_str) as pg_conn:
+        _insert_state_keys(file_enriched, username, browser, content, pg_conn)
+
+    logger.debug("Completed processing Chromium Local State", object_id=object_id)
+
+
+def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
+    """Parse app-bound encrypted key and extract system masterkey GUID.
+
+    Args:
+        app_bound_key_b64: Base64 encoded app-bound key
+
+    Returns:
+        Tuple of (decoded_bytes, system_masterkey_guid)
+
+    Raises:
+        ValueError: If the key doesn't have APPB header
+    """
+    try:
+        app_bound_key_bytes = base64.b64decode(app_bound_key_b64)
+
+        # Check for APPB header (first 4 bytes)
+        if len(app_bound_key_bytes) < 4 or app_bound_key_bytes[:4] != b"APPB":
+            raise ValueError("App-bound key does not have APPB header")
+
+        # Remove APPB header and parse remaining as DPAPI blob
+        dpapi_bytes = app_bound_key_bytes[4:]
+
+        blob = DPAPI_BLOB(dpapi_bytes)
+        if blob.rawData is not None:
+            blob.rawData = blob.rawData[: len(blob.getData())]
+            system_masterkey_guid = bin_to_string(blob["GuidMasterKey"]).lower()
+            return app_bound_key_bytes, system_masterkey_guid
+
+        return app_bound_key_bytes, None
+
+    except Exception as e:
+        logger.warning("Failed to parse app-bound key", error=str(e))
+        return base64.b64decode(app_bound_key_b64), None
+
+
+def _insert_state_keys(file_enriched, username: str | None, browser: str, content: str, pg_conn) -> None:
+    """Parse Local State JSON and insert state keys into chromium.state_keys table."""
+    try:
+        # Parse JSON content
+        data = json.loads(content)
+
+        # Extract os_crypt section
+        os_crypt = data.get("os_crypt", {})
+
+        # Get encrypted_key (pre v127)
+        encrypted_key_b64 = os_crypt.get("encrypted_key")
+        key_bytes_enc = b""
+        key_masterkey_guid = None
+
+        if encrypted_key_b64:
+            key_bytes_enc = base64.b64decode(encrypted_key_b64)
+
+            if len(key_bytes_enc) < 5 or key_bytes_enc[:5] != b"DPAPI":
+                raise ValueError("App-bound key does not have DPAPI header")
+
+            # Remove APPB header and parse remaining as DPAPI blob
+            dpapi_bytes = key_bytes_enc[5:]
+
+            encryption_type, masterkey_guid = detect_encryption_type(dpapi_bytes)
+            if encryption_type == "dpapi":
+                key_masterkey_guid = masterkey_guid
+
+        # Get app_bound_encrypted_key (post v127)
+        app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
+        app_bound_key_enc = b""
+        app_bound_key_system_masterkey_guid = None
+
+        if app_bound_key_b64:
+            app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
+
+        # Skip if no keys are present
+        if not key_bytes_enc and not app_bound_key_enc:
+            logger.warning("No encryption keys found in Local State file")
+            return
+
+        # Prepare data for PostgreSQL
+        state_key_data = {
+            "originating_object_id": file_enriched.object_id,
+            "agent_id": file_enriched.agent_id,
+            "source": file_enriched.source,
+            "project": file_enriched.project,
+            "username": username,
+            "browser": browser,
+            "key_masterkey_guid": key_masterkey_guid,
+            "key_bytes_enc": key_bytes_enc,
+            "key_bytes_dec": b"",  # Will be populated by decryption modules
+            "key_is_decrypted": False,
+            "app_bound_key_enc": app_bound_key_enc,
+            "app_bound_key_system_masterkey_guid": app_bound_key_system_masterkey_guid,
+            "app_bound_key_user_masterkey_guid": None,  # Will be populated later
+            "app_bound_key_dec": b"",  # Will be populated by decryption modules
+            "app_bound_key_is_decrypted": False,
+        }
+
+        # Insert into PostgreSQL
+        with pg_conn.cursor() as cur:
+            insert_sql = """
+                INSERT INTO chromium.state_keys
+                (originating_object_id, agent_id, source, project, username, browser,
+                 key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted,
+                 app_bound_key_enc, app_bound_key_system_masterkey_guid,
+                 app_bound_key_user_masterkey_guid, app_bound_key_dec, app_bound_key_is_decrypted)
+                VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                        %(username)s, %(browser)s, %(key_masterkey_guid)s, %(key_bytes_enc)s,
+                        %(key_bytes_dec)s, %(key_is_decrypted)s, %(app_bound_key_enc)s,
+                        %(app_bound_key_system_masterkey_guid)s, %(app_bound_key_user_masterkey_guid)s,
+                        %(app_bound_key_dec)s, %(app_bound_key_is_decrypted)s)
+                ON CONFLICT (source, username, browser)
+                DO UPDATE SET
+                    key_masterkey_guid = EXCLUDED.key_masterkey_guid,
+                    key_bytes_enc = EXCLUDED.key_bytes_enc,
+                    key_bytes_dec = EXCLUDED.key_bytes_dec,
+                    key_is_decrypted = EXCLUDED.key_is_decrypted,
+                    app_bound_key_enc = EXCLUDED.app_bound_key_enc,
+                    app_bound_key_system_masterkey_guid = EXCLUDED.app_bound_key_system_masterkey_guid,
+                    app_bound_key_user_masterkey_guid = EXCLUDED.app_bound_key_user_masterkey_guid,
+                    app_bound_key_dec = EXCLUDED.app_bound_key_dec,
+                    app_bound_key_is_decrypted = EXCLUDED.app_bound_key_is_decrypted
+            """
+
+            cur.execute(insert_sql, state_key_data)
+
+            # Get the inserted state key ID
+            cur.execute(
+                "SELECT id FROM chromium.state_keys WHERE source = %s AND username = %s AND browser = %s",
+                (file_enriched.source, username, browser),
+            )
+            result = cur.fetchone()
+            if result:
+                state_key_id = result[0]
+
+                # Update chromium.logins entries with null state_key_id
+                cur.execute(
+                    """
+                    UPDATE chromium.logins
+                    SET state_key_id = %s
+                    WHERE source = %s AND username = %s AND browser = %s
+                    AND state_key_id IS NULL
+                    AND encryption_type IN ('key', 'abe')
+                """,
+                    (state_key_id, file_enriched.source, username, browser),
+                )
+                logins_updated = cur.rowcount
+
+                # Update chromium.cookies entries with null state_key_id
+                cur.execute(
+                    """
+                    UPDATE chromium.cookies
+                    SET state_key_id = %s
+                    WHERE source = %s AND username = %s AND browser = %s
+                    AND state_key_id IS NULL
+                    AND encryption_type IN ('key', 'abe')
+                """,
+                    (state_key_id, file_enriched.source, username, browser),
+                )
+                cookies_updated = cur.rowcount
+
+                logger.info(
+                    "Updated existing entries with state key ID",
+                    state_key_id=state_key_id,
+                    logins_updated=logins_updated,
+                    cookies_updated=cookies_updated,
+                )
+
+            pg_conn.commit()
+
+        logger.info(
+            "Inserted state keys into database",
+            has_encrypted_key=bool(key_bytes_enc),
+            has_app_bound_key=bool(app_bound_key_enc),
+        )
+
+    except json.JSONDecodeError as e:
+        logger.exception("Failed to parse Local State JSON", error=str(e))
+        raise
+    except Exception as e:
+        logger.exception("Error processing Local State", error=str(e))
+        raise
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
new file mode 100644
index 0000000..1717e16
--- /dev/null
+++ b/libs/chromium/chromium/logins.py
@@ -0,0 +1,164 @@
+"""Chromium Login Data file parsing and database operations."""
+
+import sqlite3
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+
+from .helpers import (
+    convert_chromium_timestamp,
+    detect_encryption_type,
+    get_postgres_connection_str,
+    get_state_key_id,
+    parse_chromium_file_path,
+)
+
+logger = structlog.get_logger(module=__name__)
+
+
+def process_chromium_logins(object_id: str, file_path: str | None = None) -> None:
+    """Process Chromium Login Data file and insert logins into database.
+
+    Args:
+        object_id: The object ID of the Login Data file
+        file_path: Optional path to already downloaded file
+    """
+    logger.info("Processing Chromium Login Data file", object_id=object_id)
+
+    file_enriched = get_file_enriched(object_id)
+
+    # Extract username and browser from file path
+    username, browser = parse_chromium_file_path(file_enriched.path or "")
+    logger.debug("[process_chromium_logins]", username=username, browser=browser)
+
+    # Get database file
+    if file_path:
+        db_path = file_path
+    else:
+        storage = StorageMinio()
+        with storage.download(file_enriched.object_id) as temp_file:
+            db_path = temp_file.name
+
+    conn_str = get_postgres_connection_str()
+    with psycopg.connect(conn_str) as pg_conn:
+        _insert_logins(file_enriched, username, browser, db_path, pg_conn)
+
+    logger.debug("Completed processing Chromium Login Data", object_id=object_id)
+
+
+def _insert_logins(file_enriched, username: str | None, browser: str, db_path: str, pg_conn) -> None:
+    """Extract logins from Login Data database and insert into chromium.logins table."""
+    try:
+        # Read from SQLite
+        with sqlite3.connect(db_path) as conn:
+            conn.text_factory = bytes  # Get raw bytes, we'll handle text decoding manually
+            cursor = conn.cursor()
+
+            # Query logins table
+            cursor.execute("""
+                SELECT origin_url, username_value, signon_realm, date_created,
+                       date_last_used, date_password_modified, times_used, password_value
+                FROM logins
+            """)
+            rows = cursor.fetchall()
+
+        if not rows:
+            return
+
+        # Prepare data for PostgreSQL
+        logins_data = []
+        for row in rows:
+            (
+                origin_url,
+                username_value,
+                signon_realm,
+                date_created,
+                date_last_used,
+                date_password_modified,
+                times_used,
+                password_value,
+            ) = row
+
+            # Decode text fields from bytes (since we set text_factory = bytes)
+            origin_url = origin_url.decode("utf-8", errors="replace") if origin_url else None
+            username_value = username_value.decode("utf-8", errors="replace") if username_value else None
+            signon_realm = signon_realm.decode("utf-8", errors="replace") if signon_realm else None
+
+            # password_value is already binary (what we want)
+            if password_value is None:
+                password_value = b""
+
+            # Detect encryption type and get masterkey GUID
+            encryption_type, masterkey_guid = detect_encryption_type(password_value)
+
+            # Get state key ID for key/abe encryption
+            state_key_id = None
+            if encryption_type in ["key", "abe"]:
+                state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+
+            login_data = {
+                "originating_object_id": file_enriched.object_id,
+                "agent_id": file_enriched.agent_id,
+                "source": file_enriched.source,
+                "project": file_enriched.project,
+                "username": username,
+                "browser": browser,
+                "origin_url": origin_url,
+                "username_value": username_value,
+                "signon_realm": signon_realm,
+                "date_created": convert_chromium_timestamp(date_created),
+                "date_last_used": convert_chromium_timestamp(date_last_used),
+                "date_password_modified": convert_chromium_timestamp(date_password_modified),
+                "times_used": times_used,
+                "encryption_type": encryption_type,
+                "masterkey_guid": masterkey_guid,
+                "state_key_id": state_key_id,
+                "is_decrypted": False,
+                "password_value_enc": password_value,
+                "password_value_dec": None,
+            }
+            logins_data.append(login_data)
+
+        # Insert into PostgreSQL
+        conn_str = get_postgres_connection_str()
+        with psycopg.connect(conn_str) as pg_conn:
+            with pg_conn.cursor() as cur:
+                insert_sql = """
+                    INSERT INTO chromium.logins
+                    (originating_object_id, agent_id, source, project, username, browser,
+                     origin_url, username_value, signon_realm, date_created, date_last_used,
+                     date_password_modified, times_used, encryption_type, masterkey_guid,
+                     state_key_id, is_decrypted, password_value_enc, password_value_dec)
+                    VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                            %(username)s, %(browser)s, %(origin_url)s, %(username_value)s,
+                            %(signon_realm)s, %(date_created)s, %(date_last_used)s,
+                            %(date_password_modified)s, %(times_used)s, %(encryption_type)s,
+                            %(masterkey_guid)s, %(state_key_id)s, %(is_decrypted)s,
+                            %(password_value_enc)s, %(password_value_dec)s)
+                    ON CONFLICT (source, username, browser, origin_url, username_value)
+                    DO UPDATE SET
+                        origin_url = EXCLUDED.origin_url,
+                        username_value = EXCLUDED.username_value,
+                        signon_realm = EXCLUDED.signon_realm,
+                        date_created = EXCLUDED.date_created,
+                        date_last_used = EXCLUDED.date_last_used,
+                        date_password_modified = EXCLUDED.date_password_modified,
+                        times_used = EXCLUDED.times_used,
+                        encryption_type = EXCLUDED.encryption_type,
+                        masterkey_guid = EXCLUDED.masterkey_guid,
+                        state_key_id = EXCLUDED.state_key_id,
+                        is_decrypted = EXCLUDED.is_decrypted,
+                        password_value_enc = EXCLUDED.password_value_enc,
+                        password_value_dec = EXCLUDED.password_value_dec
+                """
+
+                cur.executemany(insert_sql, logins_data)
+                pg_conn.commit()
+
+        logger.info("Inserted logins into database", count=len(logins_data))
+
+    except Exception as e:
+        logger.exception("Error processing Login Data", error=str(e))
+        raise
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
new file mode 100644
index 0000000..fa0c244
--- /dev/null
+++ b/libs/chromium/poetry.lock
@@ -0,0 +1,755 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
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+optional = false
+python-versions = ">=3.9"
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+]
+
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+    {file = "pyOpenSSL-24.0.0-py3-none-any.whl", hash = "sha256:ba07553fb6fd6a7a2259adb9b84e12302a9a8a75c44046e8bb5d3e5ee887e3c3"},
+    {file = "pyOpenSSL-24.0.0.tar.gz", hash = "sha256:6aa33039a93fffa4563e655b61d11364d01264be8ccb49906101e02a334530bf"},
+]
+
+[package.dependencies]
+cryptography = ">=41.0.5,<43"
+
+[package.extras]
+docs = ["sphinx (!=5.2.0,!=5.2.0.post0,!=7.2.5)", "sphinx-rtd-theme"]
+test = ["flaky", "pretend", "pytest (>=3.0.1)"]
+
+[[package]]
+name = "pyreadline3"
+version = "3.5.4"
+description = "A python implementation of GNU readline."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "pyreadline3-3.5.4-py3-none-any.whl", hash = "sha256:eaf8e6cc3c49bcccf145fc6067ba8643d1df34d604a1ec0eccbf7a18e6d3fae6"},
+    {file = "pyreadline3-3.5.4.tar.gz", hash = "sha256:8d57d53039a1c75adba8e50dd3d992b28143480816187ea5efbd5c78e6c885b7"},
+]
+
+[package.extras]
+dev = ["build", "flake8", "mypy", "pytest", "twine"]
+
+[[package]]
+name = "pytest"
+version = "8.4.1"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "ruff"
+version = "0.12.10"
+description = "An extremely fast Python linter and code formatter, written in Rust."
+optional = false
+python-versions = ">=3.7"
+groups = ["dev"]
+files = [
+    {file = "ruff-0.12.10-py3-none-linux_armv6l.whl", hash = "sha256:8b593cb0fb55cc8692dac7b06deb29afda78c721c7ccfed22db941201b7b8f7b"},
+    {file = "ruff-0.12.10-py3-none-macosx_10_12_x86_64.whl", hash = "sha256:ebb7333a45d56efc7c110a46a69a1b32365d5c5161e7244aaf3aa20ce62399c1"},
+    {file = "ruff-0.12.10-py3-none-macosx_11_0_arm64.whl", hash = "sha256:d59e58586829f8e4a9920788f6efba97a13d1fa320b047814e8afede381c6839"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:822d9677b560f1fdeab69b89d1f444bf5459da4aa04e06e766cf0121771ab844"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:37b4a64f4062a50c75019c61c7017ff598cb444984b638511f48539d3a1c98db"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:2c6f4064c69d2542029b2a61d39920c85240c39837599d7f2e32e80d36401d6e"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_ppc64.manylinux2014_ppc64.whl", hash = "sha256:059e863ea3a9ade41407ad71c1de2badfbe01539117f38f763ba42a1206f7559"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:1bef6161e297c68908b7218fa6e0e93e99a286e5ed9653d4be71e687dff101cf"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:4f1345fbf8fb0531cd722285b5f15af49b2932742fc96b633e883da8d841896b"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1f68433c4fbc63efbfa3ba5db31727db229fa4e61000f452c540474b03de52a9"},
+    {file = "ruff-0.12.10-py3-none-manylinux_2_31_riscv64.whl", hash = "sha256:141ce3d88803c625257b8a6debf4a0473eb6eed9643a6189b68838b43e78165a"},
+    {file = "ruff-0.12.10-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:f3fc21178cd44c98142ae7590f42ddcb587b8e09a3b849cbc84edb62ee95de60"},
+    {file = "ruff-0.12.10-py3-none-musllinux_1_2_armv7l.whl", hash = "sha256:7d1a4e0bdfafcd2e3e235ecf50bf0176f74dd37902f241588ae1f6c827a36c56"},
+    {file = "ruff-0.12.10-py3-none-musllinux_1_2_i686.whl", hash = "sha256:e67d96827854f50b9e3e8327b031647e7bcc090dbe7bb11101a81a3a2cbf1cc9"},
+    {file = "ruff-0.12.10-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:ae479e1a18b439c59138f066ae79cc0f3ee250712a873d00dbafadaad9481e5b"},
+    {file = "ruff-0.12.10-py3-none-win32.whl", hash = "sha256:9de785e95dc2f09846c5e6e1d3a3d32ecd0b283a979898ad427a9be7be22b266"},
+    {file = "ruff-0.12.10-py3-none-win_amd64.whl", hash = "sha256:7837eca8787f076f67aba2ca559cefd9c5cbc3a9852fd66186f4201b87c1563e"},
+    {file = "ruff-0.12.10-py3-none-win_arm64.whl", hash = "sha256:cc138cc06ed9d4bfa9d667a65af7172b47840e1a98b02ce7011c391e54635ffc"},
+    {file = "ruff-0.12.10.tar.gz", hash = "sha256:189ab65149d11ea69a2d775343adf5f49bb2426fc4780f65ee33b423ad2e47f9"},
+]
+
+[[package]]
+name = "setuptools"
+version = "80.9.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "setuptools-80.9.0-py3-none-any.whl", hash = "sha256:062d34222ad13e0cc312a4c02d73f059e86a4acbfbdea8f8f76b28c99f306922"},
+    {file = "setuptools-80.9.0.tar.gz", hash = "sha256:f36b47402ecde768dbfafc46e8e4207b4360c654f1f3bb84475f0a28628fb19c"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)", "ruff (>=0.8.0)"]
+core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "pygments-github-lexers (==0.0.5)", "pyproject-hooks (!=1.1)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-favicon", "sphinx-inline-tabs", "sphinx-lint", "sphinx-notfound-page (>=1,<2)", "sphinx-reredirects", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["build[virtualenv] (>=1.0.3)", "filelock (>=3.4.0)", "ini2toml[lite] (>=0.14)", "jaraco.develop (>=7.21)", "jaraco.envs (>=2.2)", "jaraco.path (>=3.7.2)", "jaraco.test (>=5.5)", "packaging (>=24.2)", "pip (>=19.1)", "pyproject-hooks (!=1.1)", "pytest (>=6,!=8.1.*)", "pytest-home (>=0.5)", "pytest-perf", "pytest-subprocess", "pytest-timeout", "pytest-xdist (>=3)", "tomli-w (>=1.0.0)", "virtualenv (>=13.0.0)", "wheel (>=0.44.0)"]
+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+
+[[package]]
+name = "six"
+version = "1.17.0"
+description = "Python 2 and 3 compatibility utilities"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+groups = ["main"]
+files = [
+    {file = "six-1.17.0-py2.py3-none-any.whl", hash = "sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274"},
+    {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
+]
+
+[[package]]
+name = "werkzeug"
+version = "3.1.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
+    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12"
+content-hash = "7077538c8765f01a3311d66e3ee8c2917ccc439791bc8b375a1ec3bd5b0f579f"
diff --git a/projects/dotnet_api/poetry.toml b/libs/chromium/poetry.toml
similarity index 100%
rename from projects/dotnet_api/poetry.toml
rename to libs/chromium/poetry.toml
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
new file mode 100644
index 0000000..b5157ce
--- /dev/null
+++ b/libs/chromium/pyproject.toml
@@ -0,0 +1,22 @@
+[project]
+name = "chromium"
+version = "0.1.0"
+description = ""
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "impacket (>=0.12.0,<0.13.0)",
+    "psycopg[binary] (>=3.0.0,<4.0.0)",
+    "dapr (>=1.0.0,<2.0.0)",
+    "structlog (>=20.0.0,<30.0.0)"
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.12.10"
+pytest = "^8.4.1"
+
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pe/rule.yara b/libs/chromium/tests/__init__.py
similarity index 100%
rename from libs/file_enrichment_modules/file_enrichment_modules/pe/rule.yara
rename to libs/chromium/tests/__init__.py
diff --git a/libs/common/common/helpers.py b/libs/common/common/helpers.py
index 5dc583b..1e6051c 100644
--- a/libs/common/common/helpers.py
+++ b/libs/common/common/helpers.py
@@ -1,10 +1,9 @@
 import hashlib
+import io
+import ntpath
 import re
 import subprocess
-
-import structlog
-
-logger = structlog.get_logger(module=__name__)
+from typing import BinaryIO
 
 
 def calculate_file_hash(file_path: str, hash_type: str) -> str:
@@ -250,6 +249,20 @@ def sanitize_file_path(file_path: str, num_chars=4):
     return f"{sanitized_base}.{extension[0]}" if extension else sanitized_base
 
 
+def get_file_extension(filepath):
+    # Get just the final filename component of the path
+    base_name = ntpath.basename(filepath)
+
+    # Split on the last dot, but only if the dot isn't the first character
+    if base_name.startswith(".") or "." not in base_name:
+        return ""
+
+    name_parts = base_name.split(".")
+    if len(name_parts) > 1:
+        return "." + name_parts[-1]
+    return ""
+
+
 def extract_all_strings(filename: str, min_len: int = 5):
     """
     Returns a combined list of all single-byte ASCII strings
@@ -274,6 +287,22 @@ def extract_all_strings(filename: str, min_len: int = 5):
     return all_strings
 
 
+def create_text_reader(binary_file: BinaryIO) -> io.TextIOWrapper:
+    """Creates a text reader that handles BOMs and mixed content"""
+
+    bom_check = binary_file.read(4)
+    binary_file.seek(0)  # Reset to start
+
+    if bom_check.startswith(b"\xff\xfe"):
+        return io.TextIOWrapper(binary_file, encoding="utf-16le")
+    elif bom_check.startswith(b"\xfe\xff"):
+        return io.TextIOWrapper(binary_file, encoding="utf-16be")
+    elif bom_check.startswith(b"\xef\xbb\xbf"):
+        return io.TextIOWrapper(binary_file, encoding="utf-8-sig")
+    else:
+        return io.TextIOWrapper(binary_file, encoding="utf-8", errors="replace")
+
+
 def escape_markdown(text):
     """
     Escapes markdown control characters in text by adding backslashes.
diff --git a/libs/common/common/logger.py b/libs/common/common/logger.py
new file mode 100644
index 0000000..ccf88f3
--- /dev/null
+++ b/libs/common/common/logger.py
@@ -0,0 +1,78 @@
+import logging
+import os
+import sys
+
+import structlog
+from structlog.stdlib import ProcessorFormatter
+
+LOG_LEVEL = os.getenv("LOG_LEVEL", "INFO").upper()
+NUMERIC_LEVEL = getattr(logging, LOG_LEVEL, logging.INFO)
+
+WORKFLOW_RUNTIME_LOG_LEVEL = os.getenv("WORKFLOW_RUNTIME_LOG_LEVEL", "WARNING")
+WORKFLOW_CLIENT_LOG_LEVEL = os.getenv("WORKFLOW_CLIENT_LOG_LEVEL", "WARNING")
+
+
+def add_worker_id(logger, method_name, event_dict):
+    try:
+        import multiprocessing
+
+        event_dict["worker_id"] = multiprocessing.current_process().name
+    except (ImportError, AttributeError):
+        event_dict["worker_id"] = "unknown"
+    return event_dict
+
+
+def add_callsite_from_record(_logger, _method, event_dict):
+    record = event_dict.get("_record")
+    if record is not None:
+        event_dict.setdefault("logger", record.name)
+        event_dict.setdefault("module", record.module)
+        event_dict.setdefault("func", record.funcName)
+        event_dict.setdefault("line", record.lineno)
+    return event_dict
+
+
+foreign_pre_chain = [
+    add_callsite_from_record,
+    add_worker_id,
+    structlog.stdlib.add_log_level,
+    structlog.processors.StackInfoRenderer(),
+    structlog.processors.format_exc_info,
+]
+
+formatter = ProcessorFormatter(
+    processor=structlog.dev.ConsoleRenderer(colors=True),
+    foreign_pre_chain=foreign_pre_chain,
+)
+
+handler = logging.StreamHandler(stream=sys.stdout)
+handler.setFormatter(formatter)
+
+root = logging.getLogger()
+root.handlers[:] = [handler]
+root.setLevel("WARNING")
+logging.captureWarnings(True)
+
+# structlog -> hand off to ProcessorFormatter (no direct rendering here)
+structlog.configure(
+    processors=[
+        structlog.stdlib.filter_by_level,
+        structlog.stdlib.add_logger_name,  # adds "logger" for your own logs
+        structlog.stdlib.add_log_level,
+        structlog.stdlib.PositionalArgumentsFormatter(),
+        structlog.processors.TimeStamper(fmt="iso"),
+        structlog.processors.StackInfoRenderer(),
+        structlog.processors.format_exc_info,
+        structlog.processors.UnicodeDecoder(),
+        ProcessorFormatter.wrap_for_formatter,  # defer final render
+    ],
+    context_class=dict,
+    logger_factory=structlog.stdlib.LoggerFactory(),
+    wrapper_class=structlog.stdlib.BoundLogger,
+    cache_logger_on_first_use=True,
+)
+
+
+def get_logger(name=None):
+    logging.getLogger(name).setLevel(LOG_LEVEL)
+    return structlog.get_logger(name)
diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index a72716a..40e9b6c 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -1,12 +1,13 @@
 # src/common/models.py
 from datetime import datetime
 from enum import Enum
-from typing import Any, Generic, TypeVar
+from typing import Any, Generic, Optional, TypeVar
 
-import structlog
 from pydantic import BaseModel, Field
 
-logger = structlog.get_logger(module=__name__)
+from .logger import get_logger
+
+logger = get_logger(__name__)
 
 
 ##########################################
@@ -59,6 +60,57 @@ class Alert(BaseModel):
     service: str | None = None  # service that sent the message (optional)
 
 
+##########################################
+#
+# .NET
+#
+##########################################
+
+
+class DotNetInput(BaseModel):
+    object_id: str
+
+
+class DotNetMethodInfo(BaseModel):
+    MethodName: str
+    FilterLevel: str | None = None
+
+
+class DotNetAssemblyAnalysis(BaseModel):
+    AssemblyName: str
+    RemotingChannels: list[str] = []
+    IsWCFServer: bool = False
+    IsWCFClient: bool = False
+    SerializationGadgetCalls: dict[str, list[DotNetMethodInfo]] = {}
+    WcfServerCalls: dict[str, list[DotNetMethodInfo]] = {}
+    ClientCalls: dict[str, list[DotNetMethodInfo]] = {}
+    RemotingCalls: dict[str, list[DotNetMethodInfo]] = {}
+    ExecutionCalls: dict[str, list[DotNetMethodInfo]] = {}
+
+
+class DotNetOutput(BaseModel):
+    object_id: str = Field(alias="objectId")
+    decompilation: str | None = None
+    analysis: str | None = None
+
+    class Config:
+        populate_by_name = True
+        validate_by_name = True
+
+    def get_parsed_analysis(self) -> DotNetAssemblyAnalysis | None:
+        """Parse the analysis JSON string into a DotNetAssemblyAnalysis object"""
+        if not self.analysis:
+            return None
+        try:
+            import json
+
+            analysis_data = json.loads(self.analysis)
+            return DotNetAssemblyAnalysis(**analysis_data)
+        except Exception as e:
+            logger.warning(f"Failed to parse DotNet analysis: {e}")
+            return None
+
+
 ##########################################
 #
 # Special case for NoseyParker
@@ -70,6 +122,14 @@ class NoseyParkerInput(BaseModel):
     object_id: str
 
 
+class GitCommitInfo(BaseModel):
+    commit_id: str
+    author: str
+    author_email: str
+    commit_date: str
+    message: str
+
+
 class MatchLocation(BaseModel):
     line: int
     column: int
@@ -81,6 +141,8 @@ class MatchInfo(BaseModel):
     matched_content: str
     location: MatchLocation
     snippet: str
+    file_path: Optional[str] = None
+    git_commit: Optional[GitCommitInfo] = None
 
 
 class ScanStats(BaseModel):
@@ -90,21 +152,13 @@ class ScanStats(BaseModel):
     bytes_scanned: int
     matches_found: int
 
-    # Allow aliases for field names
-    class Config:
-        populate_by_name = True
-        extra = "ignore"  # Ignore extra fields
-
 
 class ScanResults(BaseModel):
     scan_duration_ms: int
     bytes_scanned: int
-    matches: list[MatchInfo] = []  # Default to empty list
+    matches: list[MatchInfo]
     stats: ScanStats
-
-    class Config:
-        populate_by_name = True
-        extra = "ignore"  # Ignore extra fields
+    scan_type: str = "regular"  # "regular", "zip", "git_repo"
 
 
 class NoseyParkerOutput(BaseModel):
@@ -137,6 +191,7 @@ class NoseyParkerOutput(BaseModel):
                         bytes_scanned=data.get("scan_result", {}).get("stats", {}).get("bytes_scanned", 0),
                         matches_found=data.get("scan_result", {}).get("stats", {}).get("matches_found", 0),
                     ),
+                    scan_type=data.get("scan_result", {}).get("scan_type", "regular"),
                 ),
             )
 
@@ -149,11 +204,13 @@ class NoseyParkerOutput(BaseModel):
 class File(BaseModel):
     object_id: str
     agent_id: str
+    source: str | None = None
     project: str
     timestamp: datetime
     expiration: datetime
     path: str | None = None
     originating_object_id: str | None = None
+    originating_container_id: str | None = None
     nesting_level: int | None = None
     creation_time: str | None = None
     access_time: str | None = None
diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index df49f84..e66a38e 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -2,8 +2,9 @@ import logging
 from datetime import UTC, datetime
 from typing import Annotated, Union
 from uuid import UUID
-
-from pydantic import BaseModel, BeforeValidator, Field
+import re
+from typing import List, Optional, Literal
+from pydantic import BaseModel, BeforeValidator, Field, field_validator
 
 logger = logging.getLogger(__name__)
 
@@ -67,30 +68,106 @@ def ensure_utc_datetime(value) -> datetime:
 UTCDatetime = Annotated[datetime, BeforeValidator(ensure_utc_datetime)]
 
 
+class FileFilters(BaseModel):
+    """File filtering configuration for container extraction"""
+    
+    include: Optional[List[str]] = Field(
+        default=None, 
+        description="Patterns for files to include. If empty/None, all files are included by default."
+    )
+    exclude: Optional[List[str]] = Field(
+        default=None,
+        description="Patterns for files to exclude. Takes precedence over include patterns."
+    )
+    pattern_type: Literal["glob", "regex"] = Field(
+        default="glob",
+        description="Type of patterns to use: 'glob' for shell-style wildcards, 'regex' for regular expressions"
+    )
+    
+    @field_validator('include', 'exclude')
+    @classmethod
+    def validate_patterns(cls, v, info):
+        """Validate that patterns can be compiled if regex type"""
+        if v is None:
+            return v
+        
+        # Access other field values through info.data
+        pattern_type = info.data.get('pattern_type', 'glob')
+        
+        if pattern_type == 'regex':
+            # Validate that all regex patterns compile
+            for pattern in v:
+                try:
+                    re.compile(pattern, re.IGNORECASE)
+                except re.error as e:
+                    raise ValueError(f"Invalid regex pattern '{pattern}': {e}")
+        
+        return v
+
+
 class FileMetadata(BaseModel):
     """Metadata model for file uploads"""
 
     agent_id: str
+    source: str | None = None
     project: str
-    timestamp: datetime = Field(description="ISO 8601 formatted timestamp")
-    expiration: datetime = Field(description="ISO 8601 formatted expiration date")
+    timestamp: datetime | None = Field(default=None, description="ISO 8601 formatted timestamp")
+    expiration: datetime | None = Field(default=None, description="ISO 8601 formatted expiration date")
     path: str
+    file_filters: Optional[FileFilters] = Field(
+        default=None,
+        description="Optional file filtering configuration for container extraction"
+    )
 
     model_config = {
         "json_schema_extra": {
             "example": {
                 "agent_id": "beacon123",
+                "source": "host://192.168.1.1",
                 "project": "assess-test",
                 "timestamp": "2025-01-06T23:48:46.925656Z",
                 "expiration": "2026-01-06T23:48:46.925656Z",
                 "path": "/path/to/file",
+                "file_filters": {
+                    "include": ["*.exe", "*/Users/**/*"],
+                    "exclude": ["*/Windows/**/*", "*.tmp"],
+                    "pattern_type": "glob"
+                }
             }
         }
     }
 
+
     model_config = {"json_encoders": {datetime: lambda dt: dt.isoformat()}}
 
 
+class ContainerFromMountRequest(BaseModel):
+    """Request model for processing container files from mounted folder"""
+    
+    filename: str = Field(description="Name of the container file in the mounted folder")
+    metadata: FileMetadata = Field(description="File metadata for processing")
+    
+    model_config = {
+        "json_schema_extra": {
+            "example": {
+                "filename": "large_archive.zip",
+                "metadata": {
+                    "agent_id": "beacon123",
+                    "source": "host://192.168.1.1", 
+                    "project": "assess-test",
+                    "timestamp": "2025-01-06T23:48:46.925656Z",
+                    "expiration": "2026-01-06T23:48:46.925656Z",
+                    "path": "/mounted/large_archive.zip",
+                    "file_filters": {
+                        "include": ["*.exe", "*/Users/**/*"],
+                        "exclude": ["*/Windows/**/*", "*.tmp"],
+                        "pattern_type": "glob"
+                    }
+                }
+            }
+        }
+    }
+
 ####################
 # # OpenAPI Documentation Models
 # class ErrorResponse(BaseModel):
diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index 2da3ede..a5a3488 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -1,12 +1,13 @@
 import json
 
 import psycopg
-import structlog
 from dapr.clients import DaprClient
 
 from common.models import FileEnriched
 
-logger = structlog.get_logger(module=__name__)
+from .logger import get_logger
+
+logger = get_logger(__name__)
 
 
 with DaprClient() as client:
@@ -23,8 +24,8 @@ def get_file_enriched(object_id: str) -> FileEnriched:
                 cur.execute(
                     """
                     SELECT
-                        object_id, agent_id, project, timestamp, expiration, path,
-                        file_name, extension, size, magic_type, mime_type,
+                        object_id, agent_id, source, project, timestamp, expiration,
+                        path, file_name, extension, size, magic_type, mime_type,
                         is_plaintext, is_container, originating_object_id,
                         nesting_level, file_creation_time, file_access_time,
                         file_modification_time, security_info, hashes
diff --git a/libs/common/common/storage.py b/libs/common/common/storage.py
index ef89bd2..f77cf9a 100644
--- a/libs/common/common/storage.py
+++ b/libs/common/common/storage.py
@@ -2,14 +2,15 @@ import tempfile
 import uuid
 from io import BytesIO
 
-import structlog
 from dapr.clients import DaprClient
 from fastapi import UploadFile
 from minio import Minio
 from minio.error import S3Error
 from urllib3 import PoolManager, Retry
 
-logger = structlog.get_logger(module=__name__)
+from .logger import get_logger
+
+logger = get_logger(__name__)
 
 
 class StorageMinio:
@@ -58,7 +59,7 @@ class StorageMinio:
                 logger.exception(e, message="Failed to download file")
                 raise
             finally:
-                logger.info("Downloaded file", file_uuid=file_uuid)
+                logger.debug("Downloaded file", file_uuid=file_uuid)
 
             return temp_file
         except Exception as e:
@@ -75,7 +76,7 @@ class StorageMinio:
                 file_data = response.read()
                 response.close()
 
-                logger.info("Successfully downloaded file", file_uuid=file_uuid)
+                logger.debug("Successfully downloaded file", file_uuid=file_uuid)
                 return file_data
 
             except BaseException as e:
@@ -115,7 +116,7 @@ class StorageMinio:
                     yield chunk
 
                 response.close()
-                logger.info("Successfully streamed file", file_uuid=file_uuid)
+                logger.debug("Successfully streamed file", file_uuid=file_uuid)
 
             except BaseException as e:
                 logger.exception(e, message="Failed to stream file")
@@ -153,7 +154,7 @@ class StorageMinio:
         """Checks if the bucket exists and creates it w/ the LifecycleConfig if not."""
         try:
             if not self.check_bucket_exists():
-                logger.info("Creating Minio bucket", bucket=self.bucket_name)
+                logger.debug("Creating Minio bucket", bucket=self.bucket_name)
                 self.minio_client.make_bucket(f"{self.bucket_name}")
 
                 # # since this is the only place that creates the bucket, we can set
@@ -170,7 +171,7 @@ class StorageMinio:
                 #         ),
                 #     ],
                 # )
-                # logger.info(
+                # logger.debug(
                 #     f"Setting Minio bucket files to expire in {self.storage_expiration_days} days",
                 #     bucket=self.bucket_name,
                 # )
@@ -183,7 +184,7 @@ class StorageMinio:
         try:
             self.ensure_bucket_exists()
 
-            logger.info(f"Uploading UploadFile {file.filename} to storage")
+            logger.debug(f"Uploading UploadFile {file.filename} to storage")
 
             # Get file size using SpooledTemporaryFile instead of async read
             file_size = 0
@@ -281,7 +282,7 @@ class StorageMinio:
         upload creates everything correctly.
         """
 
-        logger.info("Deleting all files from bucket", bucket_name=self.bucket_name)
+        logger.debug("Deleting all files from bucket", bucket_name=self.bucket_name)
 
         try:
             files = self.minio_client.list_objects(self.bucket_name, recursive=True)
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index b281a9c..fb6a1d2 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -20,73 +20,3 @@ ruff = "^0.9.2"
 requires = ["poetry-core>=2.0.0,<3.0.0"]
 build-backend = "poetry.core.masonry.api"
 
-[tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
-
-
diff --git a/libs/dpapi/.vscode/settings.json b/libs/dpapi/.vscode/settings.json
new file mode 100644
index 0000000..9eb29d1
--- /dev/null
+++ b/libs/dpapi/.vscode/settings.json
@@ -0,0 +1,56 @@
+{
+    "[javascript]": {
+        "editor.formatOnSave": false
+    },
+    "[html]": {
+        "editor.formatOnSave": false
+    },
+    "[python]": {
+        "editor.formatOnSave": true,
+        "editor.codeActionsOnSave": {
+            "source.fixAll": "explicit",
+            "source.organizeImports": "explicit"
+        },
+        "editor.defaultFormatter": "charliermarsh.ruff"
+    },
+    "autoDocstring.docstringFormat": "google",
+    "editor.formatOnSave": true,
+    "files.exclude": {
+        "**/.DS_Store": true,
+        "**/.git": true,
+        "**/.hg": true,
+        "**/.mypy_cache": true,
+        "**/.pytest_cache": true,
+        "**/.svn": true,
+        "**/.venv": true,
+        "**/__pycache__": true,
+        "**/Thumbs.db": true
+    },
+    "files.trimTrailingWhitespace": true,
+    "files.watcherExclude": {
+        "**/__pycache__/**": true,
+        "**/.git/objects/**": true,
+        "**/.git/subtree-cache/**": true,
+        "**/.hg/store/**": true,
+        "**/.ipynb_checkpoints/**": true,
+        "**/.mypy_cache/**": true,
+        "**/.pytest_cache/**": true,
+        "**/.venv/**": true,
+        "**/*.egg-info/**": true,
+        "**/build/**": true,
+        "**/dist/**": true,
+        "**/node_modules/*/**": true
+    },
+    "python.analysis.diagnosticSeverityOverrides": {
+        "reportMissingImports": "none",
+        "reportMissingModuleSource": "none"
+    },
+    "python.analysis.useLibraryCodeForTypes": true, // Pyright
+    "python.languageServer": "Pylance",
+    "python.testing.pytestArgs": [
+        "tests"
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true,
+    "python.analysis.typeCheckingMode": "basic"
+}
\ No newline at end of file
diff --git a/libs/dpapi/README.md b/libs/dpapi/README.md
new file mode 100644
index 0000000..a4095b9
--- /dev/null
+++ b/libs/dpapi/README.md
@@ -0,0 +1,2 @@
+# dpapi
+A DPAPI library.
\ No newline at end of file
diff --git a/libs/dpapi/dpapi/__init__.py b/libs/dpapi/dpapi/__init__.py
new file mode 100644
index 0000000..ba1a38d
--- /dev/null
+++ b/libs/dpapi/dpapi/__init__.py
@@ -0,0 +1,3 @@
+"""DPAPI utility library for Windows Data Protection API operations."""
+
+__all__ = []
diff --git a/libs/dpapi/poetry.lock b/libs/dpapi/poetry.lock
new file mode 100644
index 0000000..fa0c244
--- /dev/null
+++ b/libs/dpapi/poetry.lock
@@ -0,0 +1,755 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
+name = "blinker"
+version = "1.9.0"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "blinker-1.9.0-py3-none-any.whl", hash = "sha256:ba0efaa9080b619ff2f3459d1d500c57bddea4a6b424b60a91141db6fd2f08bc"},
+    {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
+]
+
+[[package]]
+name = "cffi"
+version = "1.17.1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "platform_python_implementation != \"PyPy\""
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+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12"
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diff --git a/projects/triage/poetry.toml b/libs/dpapi/poetry.toml
similarity index 100%
rename from projects/triage/poetry.toml
rename to libs/dpapi/poetry.toml
diff --git a/libs/dpapi/pyproject.toml b/libs/dpapi/pyproject.toml
new file mode 100644
index 0000000..0548319
--- /dev/null
+++ b/libs/dpapi/pyproject.toml
@@ -0,0 +1,19 @@
+[project]
+name = "dpapi"
+version = "0.1.0"
+description = ""
+readme = "README.md"
+requires-python = ">=3.12"
+dependencies = [
+    "impacket (>=0.12.0,<0.13.0)"
+]
+
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
+
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.12.10"
+pytest = "^8.4.1"
+
diff --git a/libs/dpapi/tests/__init__.py b/libs/dpapi/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
index cc8097a..40be9f3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
@@ -35,8 +35,13 @@ class Base64DecoderAnalyzer(EnrichmentModule):
         # Allow whitespace/newlines within long sequences
         self.long_base64_pattern = re.compile(r"([A-Za-z0-9+/\s]{200,}={0,2})")
 
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run on plaintext files."""
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run on plaintext files.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
 
         # there are some performance issues, so we're disabling this one for now
         return False
@@ -56,7 +61,15 @@ class Base64DecoderAnalyzer(EnrichmentModule):
 
         try:
             num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
+            if file_path:
+                # Use provided file path
+                with open(file_path, "rb") as f:
+                    file_bytes = f.read(num_bytes)
+            else:
+                # Fallback to original method
+                file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
             file_content = file_bytes.decode("utf-8", errors="ignore")
 
             # Quick check using efficient patterns
@@ -214,15 +227,28 @@ class Base64DecoderAnalyzer(EnrichmentModule):
         )
         return candidates
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file to find and decode base64 content."""
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file to find and decode base64 content.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
         try:
             file_enriched = get_file_enriched(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name)
 
             # Download and read the file content (respect size limit)
             num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
+            if file_path:
+                # Use provided file path
+                with open(file_path, "rb") as f:
+                    file_bytes = f.read(num_bytes)
+            else:
+                # Fallback to original method
+                file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
             file_content = file_bytes.decode("utf-8", errors="ignore")
 
             # Extract potential base64 candidates with efficient filtering
@@ -296,6 +322,7 @@ class Base64DecoderAnalyzer(EnrichmentModule):
                         file_message = File(
                             object_id=decoded_object_id,
                             agent_id=file_enriched.agent_id,
+                            source=file_enriched.source,
                             project=file_enriched.project,
                             timestamp=file_enriched.timestamp,
                             expiration=file_enriched.expiration,
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
index 4f628bf..1566e40 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
@@ -28,6 +28,8 @@ class CertificateAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 50000000  # only check the first 50 megs, for efficiency
+
         # Yara rule to check for certificate content
         self.yara_rule = yara_x.compile("""
 rule Certificate_File
@@ -51,8 +53,13 @@ rule Certificate_File
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run."""
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
         file_enriched = get_file_enriched(object_id)
 
         # Check file extension first
@@ -76,10 +83,18 @@ rule Certificate_File
             return True
 
         # Check using Yara rule as a fallback
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
 
-        logger.debug(f"CertificateAnalyzer should_run: {should_run}")
         return should_run
 
     def _format_extension_value(self, ext_name, ext_value):
@@ -273,6 +288,7 @@ rule Certificate_File
 
         # If we get here, we couldn't parse the certificate
         logger.error("Could not parse certificate file in any known format!")
+        return None, None
 
     def _load_pem_certificates(self, data):
         """Load one or more PEM certificates from data."""
@@ -519,7 +535,7 @@ rule Certificate_File
             logger.error(f"Error getting fingerprint: {str(e)}")
             return "Unknown"
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process certificate file."""
         try:
             file_enriched = get_file_enriched(object_id)
@@ -527,9 +543,36 @@ rule Certificate_File
             transforms = []
             findings = []
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
+            logger.debug(f"CERT file_path: {file_path}")
+
+            certificates = None
+            used_password = None
+
+            if file_path:
+                try:
+                    certificates, used_password = self._load_certificates(file_path)
+                except Exception as e:
+                    logger.exception(
+                        e,
+                        message="Error loading certificate file from passed file",
+                        object_id=file_enriched.object_id,
+                        file_name=file_enriched.file_name,
+                        file_path=file_path,
+                    )
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    try:
+                        certificates, used_password = self._load_certificates(temp_file.name)
+                    except Exception as e:
+                        logger.exception(
+                            e,
+                            message="Error loading certificate file from downloaded file",
+                            object_id=file_enriched.object_id,
+                            file_name=file_enriched.file_name,
+                        )
+
+            if certificates:
                 try:
-                    certificates, used_password = self._load_certificates(temp_file.name)
                     cert_info_list = []
                     expired_certs = []
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
new file mode 100644
index 0000000..7e6044c
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -0,0 +1,232 @@
+# enrichment_modules/chromium_cookies/analyzer.py
+import csv
+import sqlite3
+import tempfile
+from datetime import UTC, datetime
+
+import structlog
+import yara_x
+from chromium import convert_chromium_timestamp, process_chromium_cookies
+from common.models import EnrichmentResult, Transform
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from file_enrichment_modules.module_loader import EnrichmentModule
+
+logger = structlog.get_logger(module=__name__)
+
+
+class ChromeCookiesParser(EnrichmentModule):
+    def __init__(self):
+        super().__init__("chrome_cookies_parser")
+        self.storage = StorageMinio()
+
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+        # Yara rule to check for Chrome Cookies tables
+        self.yara_rule = yara_x.compile("""
+rule Chrome_Cookies_Tables
+{
+    meta:
+        description = "Detects Chrome/Chromium cookies database tables"
+
+    strings:
+        $cookies_table = "CREATE TABLE cookies"
+        $cookies_index = "CREATE UNIQUE INDEX cookies_unique_index"
+
+    condition:
+        all of them
+}
+        """)
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+
+        file_enriched = get_file_enriched(object_id)
+
+        # Check if filename is exactly "Cookies" and SQLite magic type
+        if not (file_enriched.file_name == "Cookies" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
+            return False
+
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                file_bytes = f.read()
+        else:
+            # Fallback to downloading the file itself
+            file_bytes = self.storage.download_bytes(file_enriched.object_id)
+
+        # Verify Chrome cookies tables using Yara
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+
+        return should_run
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Chrome Cookies database.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+            transforms = []
+
+            # Use the chromium library to process and insert into database
+            process_chromium_cookies(object_id, file_path)
+
+            # Configure SQLite to handle non-UTF8 data for report generation
+            def adapt_bytes(b):
+                return b.hex() if b is not None else None
+
+            def convert_bytes(hex_str):
+                return bytes.fromhex(hex_str) if hex_str is not None else None
+
+            sqlite3.register_adapter(bytes, adapt_bytes)
+            sqlite3.register_converter("BLOB", convert_bytes)
+
+            if file_path:
+                # Use provided file path
+                conn = sqlite3.connect(file_path, detect_types=sqlite3.PARSE_DECLTYPES)
+            else:
+                # Fallback to downloading the file itself
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    conn = sqlite3.connect(temp_file.name, detect_types=sqlite3.PARSE_DECLTYPES)
+
+            # Set text factory to handle non-UTF8 strings
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
+            cursor = conn.cursor()
+
+            # Generate summary report
+            report_lines = []
+
+            # Cookies summary
+            cursor.execute("SELECT COUNT(*) FROM cookies")
+            cookie_count = cursor.fetchone()[0]
+            report_lines.append("# Chrome Cookies Summary")
+            report_lines.append(f"\nTotal cookies: {cookie_count}")
+
+            # Count of non-expired cookies at time of processing
+            cursor.execute(
+                """
+                SELECT COUNT(*) FROM cookies
+                WHERE expires_utc IS NULL OR expires_utc > ?
+            """,
+                (int((datetime.now(UTC).timestamp() - 11644473600) * 1000000),),
+            )
+            non_expired_count = cursor.fetchone()[0]
+            report_lines.append(f"Non-expired cookies (at time of processing): {non_expired_count}")
+
+            # Most recently accessed cookies
+            cursor.execute("""
+                SELECT host_key, name, last_access_utc
+                FROM cookies
+                ORDER BY last_access_utc DESC
+                LIMIT 10
+            """)
+            report_lines.append("\n## Most Recently Accessed Cookies")
+            report_lines.append("\n| Last Access Time | Host | Cookie Name |")
+            report_lines.append("| ---------------- | ---- | ----------- |")
+            for host_key, name, last_access_utc in cursor.fetchall():
+                last_access_iso = convert_chromium_timestamp(last_access_utc, True)
+                # Escape pipe characters to prevent table formatting issues
+                safe_host = host_key.replace("|", "\\|") if host_key else ""
+                safe_name = name.replace("|", "\\|") if name else ""
+                report_lines.append(f"| {last_access_iso} | {safe_host} | {safe_name} |")
+
+            # Create summary report transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                report_object_id = self.storage.upload_file(tmp_report.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{report_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                )
+
+            # Export cookies table
+            cursor.execute("""
+                SELECT creation_utc, host_key, source_port, path, name, expires_utc,
+                       last_access_utc, last_update_utc, is_secure, is_httponly,
+                       is_persistent, samesite
+                FROM cookies
+            """)
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_cookies:
+                writer = csv.writer(tmp_cookies)
+                writer.writerow(
+                    [
+                        "creation_utc",
+                        "host_key",
+                        "source_port",
+                        "path",
+                        "name",
+                        "expires_utc",
+                        "last_access_utc",
+                        "last_update_utc",
+                        "is_secure",
+                        "is_httponly",
+                        "is_persistent",
+                        "samesite",
+                    ]
+                )
+                for row in cursor:
+                    # Convert Chromium timestamps to ISO format
+                    creation_utc = convert_chromium_timestamp(row[0], True) if row[0] else None
+                    expires_utc = convert_chromium_timestamp(row[5], True) if row[5] else None
+                    last_access_utc = convert_chromium_timestamp(row[6], True) if row[6] else None
+                    last_update_utc = convert_chromium_timestamp(row[7], True) if row[7] else None
+
+                    writer.writerow(
+                        [
+                            creation_utc,
+                            row[1],
+                            row[2],
+                            row[3],
+                            row[4],
+                            expires_utc,
+                            last_access_utc,
+                            last_update_utc,
+                            row[8],
+                            row[9],
+                            row[10],
+                            row[11],
+                        ]
+                    )
+                tmp_cookies.flush()
+                cookies_object_id = self.storage.upload_file(tmp_cookies.name)
+
+                transforms.append(
+                    Transform(
+                        type="chromium_cookies",
+                        object_id=f"{cookies_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_chromium_cookies.csv",
+                            "offer_as_download": True,
+                        },
+                    )
+                )
+
+            conn.close()
+            enrichment_result.transforms = transforms
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message="Error processing Chrome Cookies database")
+
+
+def create_enrichment_module() -> EnrichmentModule:
+    return ChromeCookiesParser()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
index 518a2ba..c301eee 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
@@ -2,14 +2,13 @@
 import csv
 import sqlite3
 import tempfile
-from datetime import UTC, datetime, timedelta
 
 import structlog
 import yara_x
+from chromium import convert_chromium_timestamp, process_chromium_history
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
@@ -39,166 +38,183 @@ rule Chrome_Downloads_Tables
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run."""
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+
         file_enriched = get_file_enriched(object_id)
 
         # Check if filename is exactly "History" and SQLite magic type
         if not (file_enriched.file_name == "History" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
             return False
 
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                file_bytes = f.read()
+        else:
+            # Fallback to downloading the file itself
+            file_bytes = self.storage.download_bytes(file_enriched.object_id)
+
         # Verify Chrome history tables using Yara
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
 
-        logger.debug(f"ChromeHistoryParser should_run: {should_run}")
         return should_run
 
-    def _chrome_time_to_iso(self, chrome_time: int) -> str:
-        """Convert Chrome timestamp to ISO 8601."""
-        if not chrome_time:
-            return ""
-        # Chrome stores timestamps as microseconds since 1601-01-01 UTC
-        epoch = datetime(1601, 1, 1, tzinfo=UTC)
-        dt = epoch + timedelta(microseconds=chrome_time)
-        return dt.isoformat()
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Chrome History database.
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Chrome History database."""
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
         try:
             file_enriched = get_file_enriched(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
             transforms = []
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Configure SQLite to handle non-UTF8 data
-                def adapt_bytes(b):
-                    return b.hex() if b is not None else None
+            # Use the chromium library to process and insert into the database
+            process_chromium_history(object_id, file_path)
 
-                def convert_bytes(hex_str):
-                    return bytes.fromhex(hex_str) if hex_str is not None else None
+            # Configure SQLite to handle non-UTF8 data for report generation
+            def adapt_bytes(b):
+                return b.hex() if b is not None else None
 
-                sqlite3.register_adapter(bytes, adapt_bytes)
-                sqlite3.register_converter("BLOB", convert_bytes)
+            def convert_bytes(hex_str):
+                return bytes.fromhex(hex_str) if hex_str is not None else None
 
-                conn = sqlite3.connect(temp_file.name, detect_types=sqlite3.PARSE_DECLTYPES)
-                # Set text factory to handle non-UTF8 strings
-                conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
-                cursor = conn.cursor()
+            sqlite3.register_adapter(bytes, adapt_bytes)
+            sqlite3.register_converter("BLOB", convert_bytes)
 
-                # Generate summary report
-                report_lines = []
+            if file_path:
+                # Use provided file path
+                conn = sqlite3.connect(file_path, detect_types=sqlite3.PARSE_DECLTYPES)
+            else:
+                # Fallback to downloading the file itself
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    conn = sqlite3.connect(temp_file.name, detect_types=sqlite3.PARSE_DECLTYPES)
 
-                # URLs summary
-                cursor.execute("SELECT COUNT(*) FROM urls")
-                url_count = cursor.fetchone()[0]
-                report_lines.append("# Chrome History Summary")
-                report_lines.append(f"\nTotal URLs visited: {url_count}")
+            # Set text factory to handle non-UTF8 strings
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
+            cursor = conn.cursor()
 
-                # Top 10 visited URLs
-                cursor.execute("""
-                    SELECT url, visit_count
-                    FROM urls
-                    ORDER BY visit_count DESC
-                    LIMIT 10
-                """)
-                report_lines.append("\n## Top 10 Most Visited URLs")
-                report_lines.append("\n| URL | Visit Count |")
-                report_lines.append("| --- | ----------- |")
-                for url, count in cursor.fetchall():
-                    report_lines.append(f"| {url} | {count} |")
+            # Generate summary report
+            report_lines = []
 
-                # Downloads summary
-                cursor.execute("SELECT COUNT(*) FROM downloads")
-                download_count = cursor.fetchone()[0]
-                report_lines.append(f"\nTotal Downloads: {download_count}")
+            # URLs summary
+            cursor.execute("SELECT COUNT(*) FROM urls")
+            url_count = cursor.fetchone()[0]
+            report_lines.append("# Chrome History Summary")
+            report_lines.append(f"\nTotal URLs visited: {url_count}")
 
-                # Recent downloads
-                cursor.execute("""
-                    SELECT target_path, tab_url, end_time
-                    FROM downloads
-                    ORDER BY end_time DESC
-                    LIMIT 10
-                """)
-                report_lines.append("\n## Most Recent Downloads")
-                report_lines.append("\n| Time | Path | Source URL |")
-                report_lines.append("| ---- | ---- | ---------- |")
-                for path, url, end_time in cursor.fetchall():
-                    end_time_iso = self._chrome_time_to_iso(end_time)
-                    # Escape pipe characters in paths and URLs to prevent table formatting issues
-                    safe_path = path.replace("|", "\\|") if path else ""
-                    safe_url = url.replace("|", "\\|") if url else ""
-                    report_lines.append(f"| {end_time_iso} | {safe_path} | {safe_url} |")
+            # Top 10 visited URLs
+            cursor.execute("""
+                SELECT url, visit_count
+                FROM urls
+                ORDER BY visit_count DESC
+                LIMIT 10
+            """)
+            report_lines.append("\n## Top 10 Most Visited URLs")
+            report_lines.append("\n| URL | Visit Count |")
+            report_lines.append("| --- | ----------- |")
+            for url, count in cursor.fetchall():
+                report_lines.append(f"| {url} | {count} |")
 
-                # Create summary report transform
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
-                    tmp_report.write("\n".join(report_lines))
-                    tmp_report.flush()
-                    object_id = self.storage.upload_file(tmp_report.name)
+            # Downloads summary
+            cursor.execute("SELECT COUNT(*) FROM downloads")
+            download_count = cursor.fetchone()[0]
+            report_lines.append(f"\nTotal Downloads: {download_count}")
 
-                    transforms.append(
-                        Transform(
-                            type="finding_summary",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}.md",
-                                "display_type_in_dashboard": "markdown",
-                                "default_display": True,
-                            },
-                        )
+            # Recent downloads
+            cursor.execute("""
+                SELECT target_path, tab_url, end_time
+                FROM downloads
+                ORDER BY end_time DESC
+                LIMIT 10
+            """)
+            report_lines.append("\n## Most Recent Downloads")
+            report_lines.append("\n| Time | Path | Source URL |")
+            report_lines.append("| ---- | ---- | ---------- |")
+            for path, url, end_time in cursor.fetchall():
+                end_time_iso = convert_chromium_timestamp(end_time, True)
+                # Escape pipe characters in paths and URLs to prevent table formatting issues
+                safe_path = path.replace("|", "\\|") if path else ""
+                safe_url = url.replace("|", "\\|") if url else ""
+                report_lines.append(f"| {end_time_iso} | {safe_path} | {safe_url} |")
+
+            # Create summary report transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                report_object_id = self.storage.upload_file(tmp_report.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{report_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
                     )
+                )
 
-                # Export URLs table
-                cursor.execute("""
-                    SELECT url, title, visit_count, last_visit_time
-                    FROM urls
-                """)
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_urls:
-                    writer = csv.writer(tmp_urls)
-                    writer.writerow(["url", "title", "visit_count", "last_visit_time"])
-                    for row in cursor:
-                        writer.writerow([row[0], row[1], row[2], self._chrome_time_to_iso(row[3])])
-                    tmp_urls.flush()
-                    object_id = self.storage.upload_file(tmp_urls.name)
+            # Export URLs table
+            cursor.execute("""
+                SELECT url, title, visit_count, last_visit_time
+                FROM urls
+            """)
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_urls:
+                writer = csv.writer(tmp_urls)
+                writer.writerow(["url", "title", "visit_count", "last_visit_time"])
+                for row in cursor:
+                    writer.writerow([row[0], row[1], row[2], convert_chromium_timestamp(row[3], True)])
+                tmp_urls.flush()
+                urls_object_id = self.storage.upload_file(tmp_urls.name)
 
-                    transforms.append(
-                        Transform(
-                            type="chromium_urls",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_chromium_urls.csv",
-                                "offer_as_download": True,
-                            },
-                        )
+                transforms.append(
+                    Transform(
+                        type="chromium_urls",
+                        object_id=f"{urls_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_chromium_urls.csv",
+                            "offer_as_download": True,
+                        },
                     )
+                )
 
-                # Export downloads table
-                cursor.execute("""
-                    SELECT target_path, total_bytes, end_time, tab_url, mime_type
-                    FROM downloads
-                """)
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_downloads:
-                    writer = csv.writer(tmp_downloads)
-                    writer.writerow(["target_path", "total_bytes", "end_time", "tab_url", "mime_type"])
-                    for row in cursor:
-                        writer.writerow([row[0], row[1], self._chrome_time_to_iso(row[2]), row[3], row[4]])
-                    tmp_downloads.flush()
-                    object_id = self.storage.upload_file(tmp_downloads.name)
+            # Export downloads table
+            cursor.execute("""
+                SELECT target_path, total_bytes, end_time, tab_url, mime_type
+                FROM downloads
+            """)
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_downloads:
+                writer = csv.writer(tmp_downloads)
+                writer.writerow(["target_path", "total_bytes", "end_time", "tab_url", "mime_type"])
+                for row in cursor:
+                    writer.writerow([row[0], row[1], convert_chromium_timestamp(row[2], True), row[3], row[4]])
+                tmp_downloads.flush()
+                downloads_object_id = self.storage.upload_file(tmp_downloads.name)
 
-                    transforms.append(
-                        Transform(
-                            type="chromium_downloads",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_chromium_downloads.csv",
-                                "offer_as_download": True,
-                            },
-                        )
+                transforms.append(
+                    Transform(
+                        type="chromium_downloads",
+                        object_id=f"{downloads_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_chromium_downloads.csv",
+                            "offer_as_download": True,
+                        },
                     )
+                )
 
-                conn.close()
-                enrichment_result.transforms = transforms
-                return enrichment_result
+            conn.close()
+            enrichment_result.transforms = transforms
+            return enrichment_result
 
         except Exception as e:
             logger.exception(e, message="Error processing Chrome History database")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
new file mode 100644
index 0000000..2d2e65b
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -0,0 +1,82 @@
+# enrichment_modules/chromium_logins/analyzer.py
+
+import structlog
+import yara_x
+from chromium import process_chromium_local_state
+from common.models import EnrichmentResult
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from file_enrichment_modules.module_loader import EnrichmentModule
+
+logger = structlog.get_logger(module=__name__)
+
+
+class ChromeLocalStateParser(EnrichmentModule):
+    def __init__(self):
+        super().__init__("chrome_local_state_parser")
+        self.storage = StorageMinio()
+
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+        # Yara rule to check for Chrome Login Data tables
+        self.yara_rule = yara_x.compile("""
+rule Chrome_Local_State
+{
+    meta:
+        description = "Detects Chrome/Chromium Local State json"
+
+    strings:
+        $local_state_1 = "\\"os_crypt\\""
+        $local_state_2 = "\\"encrypted_key\\""
+        $local_state_3 = "\\"user_experience_metrics\\""
+
+    condition:
+        all of them
+}
+        """)
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+
+        file_enriched = get_file_enriched(object_id)
+
+        # Check if filename is exactly "Local State" and JSON magic type
+        if not (file_enriched.file_name == "Local State" and "json" in file_enriched.magic_type.lower()):
+            return False
+
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                file_bytes = f.read()
+        else:
+            # Fallback to downloading the file itself
+            file_bytes = self.storage.download_bytes(file_enriched.object_id)
+
+        # Verify Chrome Local State using Yara
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+
+        return should_run
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Chrome Local State files.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        try:
+            # Use the chromium library to process and insert into database
+            process_chromium_local_state(object_id, file_path)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing Chrome Login Data database")
+
+
+def create_enrichment_module() -> EnrichmentModule:
+    return ChromeLocalStateParser()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
new file mode 100644
index 0000000..4310d62
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -0,0 +1,205 @@
+# enrichment_modules/chromium_logins/analyzer.py
+import csv
+import sqlite3
+import tempfile
+
+import structlog
+import yara_x
+from chromium import convert_chromium_timestamp, process_chromium_logins
+from common.models import EnrichmentResult, Transform
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from file_enrichment_modules.module_loader import EnrichmentModule
+
+logger = structlog.get_logger(module=__name__)
+
+
+class ChromeLoginsParser(EnrichmentModule):
+    def __init__(self):
+        super().__init__("chrome_logins_parser")
+        self.storage = StorageMinio()
+
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+        # Yara rule to check for Chrome Login Data tables
+        self.yara_rule = yara_x.compile("""
+rule Chrome_Logins_Tables
+{
+    meta:
+        description = "Detects Chrome/Chromium logins database tables"
+
+    strings:
+        $logins_table = "CREATE TABLE logins "
+        $logins_table2 = "CREATE TABLE insecure_credentials"
+
+    condition:
+        all of them
+}
+        """)
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+
+        file_enriched = get_file_enriched(object_id)
+
+        # Check if filename is exactly "Login Data" and SQLite magic type
+        if not (file_enriched.file_name == "Login Data" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
+            return False
+
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                file_bytes = f.read()
+        else:
+            # Fallback to downloading the file itself
+            file_bytes = self.storage.download_bytes(file_enriched.object_id)
+
+        # Verify Chrome Login Data tables using Yara
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+
+        return should_run
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Chrome Login Data database.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+            transforms = []
+
+            # Use the chromium library to process and insert into database
+            process_chromium_logins(object_id, file_path)
+
+            # Configure SQLite to handle non-UTF8 data for report generation
+            def adapt_bytes(b):
+                return b.hex() if b is not None else None
+
+            def convert_bytes(hex_str):
+                return bytes.fromhex(hex_str) if hex_str is not None else None
+
+            sqlite3.register_adapter(bytes, adapt_bytes)
+            sqlite3.register_converter("BLOB", convert_bytes)
+
+            if file_path:
+                # Use provided file path
+                conn = sqlite3.connect(file_path, detect_types=sqlite3.PARSE_DECLTYPES)
+            else:
+                # Fallback to downloading the file itself
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    conn = sqlite3.connect(temp_file.name, detect_types=sqlite3.PARSE_DECLTYPES)
+
+            # Set text factory to handle non-UTF8 strings
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace")
+            cursor = conn.cursor()
+
+            # Generate summary report
+            report_lines = []
+
+            # Logins summary
+            cursor.execute("SELECT COUNT(*) FROM logins")
+            login_count = cursor.fetchone()[0]
+            report_lines.append("# Chrome Logins Summary")
+            report_lines.append(f"\nTotal logins: {login_count}")
+
+            # Count of logins with non-empty password_value
+            cursor.execute("SELECT COUNT(*) FROM logins WHERE password_value IS NOT NULL")
+            password_count = cursor.fetchone()[0]
+            report_lines.append(f"\nLogins with saved passwords: {password_count}")
+
+            # Most recently used logins
+            cursor.execute("""
+                SELECT origin_url, username_value, date_last_used
+                FROM logins
+                ORDER BY date_last_used DESC
+                LIMIT 10
+            """)
+            report_lines.append("\n## Most Recently Used Logins")
+            report_lines.append("\n| Last Used Time | Origin URL | Username |")
+            report_lines.append("| -------------- | ---------- | -------- |")
+            for origin_url, username_value, date_last_used in cursor.fetchall():
+                last_used_iso = convert_chromium_timestamp(date_last_used, True)
+                # Escape pipe characters to prevent table formatting issues
+                safe_origin = origin_url.replace("|", "\\|") if origin_url else ""
+                safe_username = username_value.replace("|", "\\|") if username_value else ""
+                report_lines.append(f"| {last_used_iso} | {safe_origin} | {safe_username} |")
+
+            # Create summary report transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                report_object_id = self.storage.upload_file(tmp_report.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{report_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                )
+
+            # Export logins table
+            cursor.execute("""
+                SELECT origin_url, username_value, signon_realm, date_created,
+                       date_last_used, date_password_modified, times_used
+                FROM logins
+            """)
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_logins:
+                writer = csv.writer(tmp_logins)
+                writer.writerow(
+                    [
+                        "origin_url",
+                        "username_value",
+                        "signon_realm",
+                        "date_created",
+                        "date_last_used",
+                        "date_password_modified",
+                        "times_used",
+                    ]
+                )
+                for row in cursor:
+                    # Convert Chromium timestamps to ISO format
+                    date_created = convert_chromium_timestamp(row[3], True) if row[3] else None
+                    date_last_used = convert_chromium_timestamp(row[4], True) if row[4] else None
+                    date_password_modified = convert_chromium_timestamp(row[5], True) if row[5] else None
+
+                    writer.writerow(
+                        [row[0], row[1], row[2], date_created, date_last_used, date_password_modified, row[6]]
+                    )
+                tmp_logins.flush()
+                logins_object_id = self.storage.upload_file(tmp_logins.name)
+
+                transforms.append(
+                    Transform(
+                        type="chromium_logins",
+                        object_id=f"{logins_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_chromium_logins.csv",
+                            "offer_as_download": True,
+                        },
+                    )
+                )
+
+            conn.close()
+            enrichment_result.transforms = transforms
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message="Error processing Chrome Login Data database")
+
+
+def create_enrichment_module() -> EnrichmentModule:
+    return ChromeLoginsParser()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
index 9cbe1c4..bea1ee2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
@@ -22,8 +22,13 @@ class ContainerAnalyzer(EnrichmentModule):
         self.storage = StorageMinio()
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run."""
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file (not used by container analyzer)
+        """
         file_enriched = get_file_enriched(object_id)
         return is_container(file_enriched.mime_type)
 
@@ -55,80 +60,105 @@ class ContainerAnalyzer(EnrichmentModule):
         with tarfile.open(file_path) as tf:
             return [(member.name, member.size) for member in tf.getmembers() if member.isfile()]
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process container file and list its contents without extraction."""
+    def _analyze_container(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze container file and generate enrichment result.
+
+        Args:
+            file_path: Path to the container file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            # Analyze based on file type
+            if zipfile.is_zipfile(file_path):
+                files = self._analyze_zip(file_path)
+            elif py7zr.is_7zfile(file_path):
+                files = self._analyze_7z(file_path)
+            elif tarfile.is_tarfile(file_path):
+                files = self._analyze_tar(file_path)
+            else:
+                logger.warning(f"Unsupported container format for {file_enriched.file_name}")
+                return None
+
+            # Generate the report
+            report_lines = []
+            report_lines.append(f"# Container Contents: {file_enriched.file_name}")
+            report_lines.append(f"\nAnalysis timestamp: {datetime.now(UTC).isoformat()}")
+
+            # Calculate summary
+            total_size = sum(size for _, size in files)
+            file_count = len(files)
+
+            # Add summary
+            report_lines.append("\n## Summary")
+            report_lines.append(f"- Total files: {file_count}")
+            report_lines.append(f"- Total size: {self._format_size(total_size)}")
+
+            git_repo_count = 0
+            for filepath, size in sorted(files):
+                if filepath.endswith(".git/config") or filepath.endswith(".git\\config"):
+                    git_repo_count += 1
+            if git_repo_count > 0:
+                report_lines.append(f"- Contains {git_repo_count} .git repos")
+
+            # Add file listing
+            report_lines.append("\n## File Listing")
+            report_lines.append("\n| File Path | Size |")
+            report_lines.append("| --------- | ---- |")
+
+            # Add each file to the table
+            for filepath, size in sorted(files):
+                # Escape any pipe characters in the path
+                safe_path = filepath.replace("|", "\\|")
+                report_lines.append(f"| {safe_path} | {self._format_size(size)} |")
+
+            # Create the transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                transform_object_id = self.storage.upload_file(tmp_report.name)
+
+                enrichment_result.transforms = [
+                    Transform(
+                        type="container_contents",
+                        object_id=f"{transform_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_contents.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                ]
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing container contents for {file_enriched.file_name}")
+            return None
+
+        return enrichment_result
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process container file and list its contents without extraction.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Analyze based on file type
-                try:
-                    if zipfile.is_zipfile(temp_file.name):
-                        files = self._analyze_zip(temp_file.name)
-                    elif py7zr.is_7zfile(temp_file.name):
-                        files = self._analyze_7z(temp_file.name)
-                    elif tarfile.is_tarfile(temp_file.name):
-                        files = self._analyze_tar(temp_file.name)
-                    else:
-                        logger.warning(f"Unsupported container format for {file_enriched.file_name}")
-                        return None
-
-                    # Generate the report
-                    report_lines = []
-                    report_lines.append(f"# Container Contents: {file_enriched.file_name}")
-                    report_lines.append(f"\nAnalysis timestamp: {datetime.now(UTC).isoformat()}")
-
-                    # Calculate summary
-                    total_size = sum(size for _, size in files)
-                    file_count = len(files)
-
-                    # Add summary
-                    report_lines.append("\n## Summary")
-                    report_lines.append(f"- Total files: {file_count}")
-                    report_lines.append(f"- Total size: {self._format_size(total_size)}")
-
-                    git_repo_count = 0
-                    for filepath, size in sorted(files):
-                        if filepath.endswith(".git/config") or filepath.endswith(".git\\config"):
-                            git_repo_count += 1
-                    if git_repo_count > 0:
-                        report_lines.append(f"- Contains {git_repo_count} .git repos")
-
-                    # Add file listing
-                    report_lines.append("\n## File Listing")
-                    report_lines.append("\n| File Path | Size |")
-                    report_lines.append("| --------- | ---- |")
-
-                    # Add each file to the table
-                    for filepath, size in sorted(files):
-                        # Escape any pipe characters in the path
-                        safe_path = filepath.replace("|", "\\|")
-                        report_lines.append(f"| {safe_path} | {self._format_size(size)} |")
-
-                    # Create the transform
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
-                        tmp_report.write("\n".join(report_lines))
-                        tmp_report.flush()
-                        transform_object_id = self.storage.upload_file(tmp_report.name)
-
-                        enrichment_result.transforms = [
-                            Transform(
-                                type="container_contents",
-                                object_id=f"{transform_object_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_contents.md",
-                                    "display_type_in_dashboard": "markdown",
-                                    "default_display": True,
-                                },
-                            )
-                        ]
-
-                except Exception as e:
-                    logger.exception(e, message=f"Error analyzing container contents for {file_enriched.file_name}")
-                    return None
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_container(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_container(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error in container analyzer")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
index a80683b..a1b57d9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
@@ -23,7 +23,7 @@ class ContainerContentsAnalyzer(EnrichmentModule):
         # Configuration for container extraction
         self.extracted_archive_size_limit = 1_073_741_824  # 1GB default
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
 
@@ -67,7 +67,7 @@ class ContainerContentsAnalyzer(EnrichmentModule):
 
         return "\n".join(summary_lines)
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process container file and extract its contents."""
         try:
             file_enriched = get_file_enriched(object_id)
@@ -77,12 +77,6 @@ class ContainerContentsAnalyzer(EnrichmentModule):
 
             # Initialize DaprClient and ContainerExtractor
             with DaprClient() as dapr_client:
-                container_extractor = ContainerExtractor(
-                    self.storage,
-                    dapr_client,
-                    self.extracted_archive_size_limit,
-                )
-
                 # Create a subclass to capture extracted files
                 class TrackingContainerExtractor(ContainerExtractor):
                     def publish_file_message(self, file_message: File):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
index 1a9a032..fa73d10 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
@@ -437,6 +437,7 @@ class ContainerExtractor:
             file_message = File(
                 object_id=str(object_id),
                 agent_id=file_enriched.agent_id,
+                source=file_enriched.source,
                 project=file_enriched.project,
                 timestamp=file_enriched.timestamp,
                 expiration=file_enriched.expiration,
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
index 5c2f485..e0683c3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
@@ -6,7 +6,10 @@ from typing import Union
 
 import dnfile
 import structlog
-from common.models import EnrichmentResult, File, FileObject, Finding, FindingCategory, FindingOrigin, Transform
+from common.models import (
+    DotNetInput,
+    EnrichmentResult,
+)
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
@@ -107,37 +110,6 @@ def parse_dotnet_assembly(filename: Union[str, Path]) -> dict:
     return result
 
 
-def dict_to_markdown(data):
-    """Generates a markdown report from inspect_assembly data."""
-    report = []
-
-    for section, content in data.items():
-        if content and content != {} and content != []:
-            report.append(f"# {section}")
-
-            if isinstance(content, dict):
-                for key, items in content.items():
-                    report.append(f"\n### {key}")
-                    for item in items:
-                        method = item.get("MethodName", "Unknown - Error obtaining method")
-                        report.append(f"- Location in Assembly: `{method}`")
-
-                        for key, value in item.items():
-                            if key == "MethodName" or not value:
-                                continue
-                            report.append(f"- {key}: {value}")
-
-            elif isinstance(content, list):
-                for item in content:
-                    report.append(f"- {item}")
-
-    return "\n".join(report)
-
-
-def get_non_null_sections(data):
-    return {k: v for k, v in data.items() if v and v != {} and v != []}
-
-
 class DotNetAnalyzer(EnrichmentModule):
     def __init__(self):
         super().__init__("dotnet_analyzer", dependencies=["pe"])
@@ -145,109 +117,38 @@ class DotNetAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         # get the current `file_enriched` from the database backend
         file_enriched = get_file_enriched(object_id)
         should_run = "mono/.net assembly" in file_enriched.magic_type.lower()
-        logger.debug(f"DotNetAnalyzer should_run: {should_run}")
+
         return should_run
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process file using the dotnet service."""
         try:
             # get the current `file_enriched` FileEnriched object from the database backend
             file_enriched = get_file_enriched(object_id)
 
+            # publish a `dotnet-input` message for the process-heavy decompilation and InspectAssembly analysis in `dotnet_service`
+            dotnet_input = DotNetInput(object_id=object_id)
+            with DaprClient() as client:
+                client.publish_event(
+                    pubsub_name="pubsub",
+                    topic_name="dotnet-input",
+                    data=json.dumps(dotnet_input.model_dump()),
+                    data_content_type="application/json",
+                )
+
             enrichment = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Step 1 - Get results from local parsing
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                enrichment.results = {"parsed": parse_dotnet_assembly(temp_file.name)}
-
-            # Step 2 - call the DotNet API using Dapr SDK
-            with DaprClient() as dapr_client:
-                response = dapr_client.invoke_method(
-                    app_id="dotnet-api",
-                    method_name=f"file/{file_enriched.object_id}",
-                    http_verb="get",
-                    timeout=180,
-                )
-            service_results = json.loads(response.data)
-
-            # Step 3 - handle any decompilation results
-            if (
-                "decompilation" in service_results
-                and "object_id" in service_results["decompilation"]
-                and service_results["decompilation"]["object_id"]
-            ):
-                decompiled_object_id = service_results["decompilation"]["object_id"]
-
-                # enrichment_result
-                decompilation = Transform(
-                    type="decompilation",
-                    object_id=service_results["decompilation"]["object_id"],
-                    metadata={
-                        "file_name": f"{file_enriched.file_name}.zip",
-                        "offer_as_download": True,
-                        "display_title": "Decompiled Source Code",
-                    },
-                )
-                enrichment.transforms = [decompilation]
-
-                file_message = File(
-                    object_id=decompiled_object_id,
-                    agent_id=file_enriched.agent_id,
-                    project=file_enriched.project,
-                    timestamp=file_enriched.timestamp,
-                    expiration=file_enriched.expiration,
-                    path=f"{file_enriched.path}/decompiled.zip",
-                    originating_object_id=file_enriched.object_id,
-                    nesting_level=(file_enriched.nesting_level or 0) + 1,
-                )
-
-                with DaprClient() as dapr_client:
-                    data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
-                    dapr_client.publish_event(
-                        pubsub_name="pubsub",
-                        topic_name="file",
-                        data=data,
-                        data_content_type="application/json",
-                    )
-
-                logger.info(
-                    "Submitted decompiled source ZIP to Nemesis",
-                    decompiled_object_id=decompiled_object_id,
-                    originating_object_id=file_enriched.object_id,
-                )
-
-            # Step 5 - handle any deserialization results
-            if "inspect_assembly" in service_results and service_results["inspect_assembly"]:
-                logger.debug(f"service_results['inspect_assembly']: {service_results['inspect_assembly']}")
-                inspect_assembly = get_non_null_sections(service_results["inspect_assembly"])
-                if inspect_assembly:
-                    # Store the raw enrichment result
-                    enrichment.results["inspect_assembly"] = inspect_assembly
-
-                    # Generate a markdown finding summary
-                    summary_markdown = dict_to_markdown(inspect_assembly)
-                    display_data = FileObject(
-                        type="finding_summary",
-                        metadata={"summary": summary_markdown},
-                    )
-
-                    finding = Finding(
-                        category=FindingCategory.VULNERABILITY,
-                        finding_name="dotnet_vulns",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=9,
-                        raw_data=inspect_assembly,
-                        data=[display_data],
-                    )
-
-                    enrichment.findings = [finding]
+            # Get results from local parsing
+            if file_path:
+                enrichment.results = {"parsed": parse_dotnet_assembly(file_path)}
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    enrichment.results = {"parsed": parse_dotnet_assembly(temp_file.name)}
 
             return enrichment
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
index 7e8fc8c..a07e69a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
@@ -38,22 +38,39 @@ rule has_dpapi_blob
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Check if this file should be processed by scanning for DPAPI blobs.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
         file_enriched = get_file_enriched(object_id)
         if file_enriched.size > self.size_limit:
             logger.warning(
                 f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
             )
 
-        num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-        file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
-        logger.debug(f"[dpapi_analyzer] should_run: {should_run}")
         return should_run
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file in either workflow or standalone mode."""
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file in either workflow or standalone mode.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
         try:
             file_enriched = get_file_enriched(object_id)
 
@@ -61,14 +78,20 @@ rule has_dpapi_blob
 
             # TODO: handle carving _large_ dpapi blobs + uploading to the datalake
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                blobs = asyncio.run(
-                    carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
-                )
-                masterkey_guids = sorted(set([blob["dpapi_master_key_guid"] for blob in blobs if blob["success"]]))
+            if file_path:
+                # Use provided file path (if file already downloaded)
+                blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
+            else:
+                # Fallback to downloading the file itself
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    blobs = asyncio.run(
+                        carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
+                    )
 
-                if blobs:
-                    summary_markdown = f"""
+            masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in blobs if blob["success"]})
+
+            if blobs:
+                summary_markdown = f"""
 # DPAPI Blobs Found : {len(blobs)}
 # Masterkey GUIDs
 List of unique masterkey GUIDs associated with the found blobs:
@@ -76,24 +99,24 @@ List of unique masterkey GUIDs associated with the found blobs:
 {"\n".join(masterkey_guids)}
 ```
 """
-                    enrichment_result.results = {"blobs": blobs}
+                enrichment_result.results = {"blobs": blobs}
 
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
-                    finding = Finding(
-                        category=FindingCategory.EXTRACTED_DATA,
-                        finding_name="dpapi_data",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=5,
-                        raw_data=enrichment_result.results,
-                        data=[display_data],
-                    )
+                finding = Finding(
+                    category=FindingCategory.EXTRACTED_DATA,
+                    finding_name="dpapi_data",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=5,
+                    raw_data=enrichment_result.results,
+                    data=[display_data],
+                )
 
-                    enrichment_result.findings = [finding]
+                enrichment_result.findings = [finding]
 
-                    return enrichment_result
+                return enrichment_result
 
         except Exception as e:
             logger.exception(e, message="Error in DPAPI process()")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
index 276f8d5..e719bae 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
@@ -20,16 +20,13 @@ async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
 
     parsed_blob = ParsedDpapiBlob()
 
-    try:
-        # it's a bit tricky to carve _just_ the DPAPI blob, but this is how:
-        blob = DPAPI_BLOB(blob_bytes)
-        if blob.rawData is not None:
-            blob.rawData = blob.rawData[: len(blob.getData())]
-            parsed_blob.dpapi_master_key_guid = bin_to_string(blob["GuidMasterKey"]).lower()
-            parsed_blob.dpapi_data_b64 = base64.b64encode(blob.rawData).decode("utf-8")
-            parsed_blob.success = True
-    except Exception as e:
-        await logger.awarning(f"Error in parse_dpapi_blob: {e}")
+    # it's a bit tricky to carve _just_ the DPAPI blob, but this is how:
+    blob = DPAPI_BLOB(blob_bytes)
+    if blob.rawData is not None:
+        blob.rawData = blob.rawData[: len(blob.getData())]
+        parsed_blob.dpapi_master_key_guid = bin_to_string(blob["GuidMasterKey"]).lower()
+        parsed_blob.dpapi_data_b64 = base64.b64encode(blob.rawData).decode("utf-8")
+        parsed_blob.success = True
 
     return parsed_blob
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
index 814f0ef..38be640 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
@@ -46,18 +46,26 @@ class FilenameScanner(EnrichmentModule):
             "phpinfo",
         ]
 
-    def should_process(self, object_id: str) -> bool:
-        """Always returns True as filename scanning should run on all files."""
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Always returns True as filename scanning should run on all files.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file (not used by filename scanner)
+        """
         return True
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file by checking its filename for sensitive terms."""
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file by checking its filename for sensitive terms.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file (not used by filename scanner)
+        """
         try:
             # Get the current file_enriched from the database backend
             file_enriched = get_file_enriched(object_id)
 
-            logger.debug(f"scanning filename of object_id: {object_id}, filename: {file_enriched.file_name}")
-
             matches = []
             filename_lower = file_enriched.file_name.lower()
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
index 12bbd6b..f26d52b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
@@ -22,6 +22,8 @@ class FileZillaParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 50000000  # only check the first 50 megs, for efficiency
+
         # Yara rule to detect FileZilla configuration files
         self.yara_rule = yara_x.compile("""
 rule Detect_FileZilla_Config {
@@ -57,7 +59,7 @@ rule Detect_FileZilla_Config {
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
 
@@ -72,11 +74,19 @@ rule Detect_FileZilla_Config {
         ):
             return False
 
-        # Run Yara check
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
+        # Check using Yara rule as a fallback
+        if file_path:
+            # Use provided file path
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
 
-        logger.warning(f"FileZillaParser should_run: {should_run}")
         return should_run
 
     def _decode_password(self, password_elem) -> str:
@@ -221,101 +231,129 @@ rule Detect_FileZilla_Config {
                 return True
         return False
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process FileZilla configuration file and extract server details."""
+    def _analyze_filezilla(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze FileZilla configuration file and generate enrichment result.
+
+        Args:
+            file_path: Path to the FileZilla config file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+
+            # Parse the XML and extract server configurations
+            servers = self._parse_filezilla_xml(content)
+
+            if servers:
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(servers, file_enriched.file_name)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Determine if this should be a credential finding or just informational
+                has_creds = self._has_credentials(servers)
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL if has_creds else FindingCategory.MISC,
+                    finding_name="filezilla_config_detected" if not has_creds else "filezilla_credentials_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=7 if has_creds else 4,
+                    raw_data={"servers": servers, "file_type": file_enriched.file_name},
+                    data=[display_data],
+                )
+
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"servers": servers, "server_count": len(servers)}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    display = f"FileZilla Configuration Analysis - {file_enriched.file_name}\n"
+                    display += "=" * (35 + len(file_enriched.file_name)) + "\n\n"
+                    display += f"Total Servers: {len(servers)}\n\n"
+
+                    for i, server in enumerate(servers, 1):
+                        display += f"Server {i}: {server['name']}\n"
+                        display += f"  Host:        {server['host']}:{server['port']}\n"
+                        display += f"  Protocol:    {server['protocol']}\n"
+                        display += f"  Username:    {server['username']}\n"
+                        display += f"  Password:    {server['password']}\n"
+                        display += f"  Logon Type:  {server['logon_type']}\n"
+
+                        # Add account if present
+                        if server.get("account"):
+                            display += f"  Account:     {server['account']}\n"
+
+                        # Add additional details if present
+                        if server["bypass_proxy"]:
+                            display += "  Proxy:       Bypassed\n"
+                        if server["pasv_mode"] != "MODE_DEFAULT":
+                            display += f"  PASV Mode:   {server['pasv_mode']}\n"
+                        if server["encoding"] != "Auto":
+                            display += f"  Encoding:    {server['encoding']}\n"
+                        if server.get("timezone_offset", "0") != "0":
+                            display += f"  Timezone:    {server['timezone_offset']}\n"
+                        if server.get("max_connections", "0") != "0":
+                            display += f"  Max Conns:   {server['max_connections']}\n"
+                        if server.get("comments"):
+                            display += f"  Comments:    {server['comments']}\n"
+                        if server.get("local_dir"):
+                            display += f"  Local Dir:   {server['local_dir']}\n"
+                        if server.get("remote_dir"):
+                            display += f"  Remote Dir:  {server['remote_dir']}\n"
+                        if server.get("sync_browsing"):
+                            display += "  Sync Browse: Enabled\n"
+
+                        display += "\n" + "-" * 50 + "\n\n"
+
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    display_object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{display_object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                    enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing FileZilla config for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process FileZilla configuration file and extract server details.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-
-                # Parse the XML and extract server configurations
-                servers = self._parse_filezilla_xml(content)
-
-                if servers:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(servers, file_enriched.file_name)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Determine if this should be a credential finding or just informational
-                    has_creds = self._has_credentials(servers)
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL if has_creds else FindingCategory.MISC,
-                        finding_name="filezilla_config_detected" if not has_creds else "filezilla_credentials_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=7 if has_creds else 4,
-                        raw_data={"servers": servers, "file_type": file_enriched.file_name},
-                        data=[display_data],
-                    )
-
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {"servers": servers, "server_count": len(servers)}
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                        display = f"FileZilla Configuration Analysis - {file_enriched.file_name}\n"
-                        display += "=" * (35 + len(file_enriched.file_name)) + "\n\n"
-                        display += f"Total Servers: {len(servers)}\n\n"
-
-                        for i, server in enumerate(servers, 1):
-                            display += f"Server {i}: {server['name']}\n"
-                            display += f"  Host:        {server['host']}:{server['port']}\n"
-                            display += f"  Protocol:    {server['protocol']}\n"
-                            display += f"  Username:    {server['username']}\n"
-                            display += f"  Password:    {server['password']}\n"
-                            display += f"  Logon Type:  {server['logon_type']}\n"
-
-                            # Add account if present
-                            if server.get("account"):
-                                display += f"  Account:     {server['account']}\n"
-
-                            # Add additional details if present
-                            if server["bypass_proxy"]:
-                                display += "  Proxy:       Bypassed\n"
-                            if server["pasv_mode"] != "MODE_DEFAULT":
-                                display += f"  PASV Mode:   {server['pasv_mode']}\n"
-                            if server["encoding"] != "Auto":
-                                display += f"  Encoding:    {server['encoding']}\n"
-                            if server.get("timezone_offset", "0") != "0":
-                                display += f"  Timezone:    {server['timezone_offset']}\n"
-                            if server.get("max_connections", "0") != "0":
-                                display += f"  Max Conns:   {server['max_connections']}\n"
-                            if server.get("comments"):
-                                display += f"  Comments:    {server['comments']}\n"
-                            if server.get("local_dir"):
-                                display += f"  Local Dir:   {server['local_dir']}\n"
-                            if server.get("remote_dir"):
-                                display += f"  Remote Dir:  {server['remote_dir']}\n"
-                            if server.get("sync_browsing"):
-                                display += "  Sync Browse: Enabled\n"
-
-                            display += "\n" + "-" * 50 + "\n\n"
-
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        display_object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{display_object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True,
-                            },
-                        )
-                        enrichment_result.transforms = [displayable_parsed]
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_filezilla(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_filezilla(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing FileZilla configuration file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
index 0ed74c8..804de8d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
@@ -25,14 +25,16 @@ class GitCredentialsParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
+
         file_enriched = get_file_enriched(object_id)
+
         # Check if file is a Git credentials file
         should_run = file_enriched.is_plaintext and (
             file_enriched.file_name.lower() in [".git-credentials", ".gitcredentials"]
         )
-        logger.debug(f"GitCredentialsParser should_run: {should_run}, file_name: {file_enriched.file_name}")
+
         return should_run
 
     def _parse_credentials(self, content: str) -> list[dict]:
@@ -73,72 +75,101 @@ class GitCredentialsParser(EnrichmentModule):
 
         return summary
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Git credentials file and extract credentials."""
+    def _analyze_gitcredentials(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze Git credentials file and generate enrichment result.
+
+        Args:
+            file_path: Path to the Git credentials file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+
+            # Parse the credentials
+            credentials = self._parse_credentials(content)
+
+            if credentials:
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(credentials)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="git_credentials_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=7,
+                    raw_data={"credentials": credentials},
+                    data=[display_data],
+                )
+
+                # Add finding to enrichment result
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"credentials": credentials}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    yaml_output = []
+                    yaml_output.append("Git Credentials Analysis")
+                    yaml_output.append("========================\n")
+
+                    for i, cred in enumerate(credentials, 1):
+                        yaml_output.append(f"Credential Set {i}:")
+                        for key, value in cred.items():
+                            yaml_output.append(f"   {key}: {value}")
+                        yaml_output.append("")  # Add empty line between sets
+
+                    display = textwrap.indent("\n".join(yaml_output), "   ")
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                    enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing Git credentials for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Git credentials file and extract credentials.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-
-                # Parse the credentials
-                credentials = self._parse_credentials(content)
-
-                if credentials:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(credentials)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL,
-                        finding_name="git_credentials_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=7,
-                        raw_data={"credentials": credentials},
-                        data=[display_data],
-                    )
-
-                    # Add finding to enrichment result
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {"credentials": credentials}
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                        yaml_output = []
-                        yaml_output.append("Git Credentials Analysis")
-                        yaml_output.append("========================\n")
-
-                        for i, cred in enumerate(credentials, 1):
-                            yaml_output.append(f"Credential Set {i}:")
-                            for key, value in cred.items():
-                                yaml_output.append(f"   {key}: {value}")
-                            yaml_output.append("")  # Add empty line between sets
-
-                        display = textwrap.indent("\n".join(yaml_output), "   ")
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True,
-                            },
-                        )
-                        enrichment_result.transforms = [displayable_parsed]
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_gitcredentials(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_gitcredentials(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing Git credentials file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
index ad438fe..3b6540f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
@@ -78,9 +78,22 @@ def parse_kdbx_file(file_path: str) -> dict[str, Any]:
             # Parse header fields
             header_data = {}
             while True:
-                field_id = struct.unpack("<B", f.read(1))[0]
-                field_size = struct.unpack("<I", f.read(4))[0]
+                # Read field ID (1 byte)
+                field_id_bytes = f.read(1)
+                if not field_id_bytes:  # EOF reached
+                    break
+                field_id = struct.unpack("<B", field_id_bytes)[0]
+
+                # Read field size (4 bytes)
+                field_size_bytes = f.read(4)
+                if len(field_size_bytes) < 4:  # Not enough data
+                    break
+                field_size = struct.unpack("<I", field_size_bytes)[0]
+
+                # Read field data
                 field_data = f.read(field_size)
+                if len(field_data) < field_size:  # Not enough data
+                    break
 
                 if field_id == 0:  # End of header
                     break
@@ -152,6 +165,7 @@ def parse_variant_dictionary(data: bytes) -> dict[str, Any]:
         # Read version
         if len(data) < 2:
             return result
+
         version = struct.unpack("<H", data[offset : offset + 2])[0]
         offset += 2
 
@@ -220,87 +234,113 @@ class KDBXAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         # Get the current file_enriched from the database backend
         file_enriched = get_file_enriched(object_id)
 
         if file_enriched.magic_type:
-            should_run = "keepass" in file_enriched.magic_type.lower() and "kdbx" in file_enriched.magic_type.lower()
+            return "keepass" in file_enriched.magic_type.lower() and "kdbx" in file_enriched.magic_type.lower()
         else:
-            should_run = False
+            return False
 
-        logger.debug(f"KDBXAnalyzer should_run: {should_run}")
-        return should_run
+    def _analyze_kdbx(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze KDBX file and generate enrichment result.
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        # get the current `file_enriched` from the database backend
-        file_enriched = get_file_enriched(object_id)
+        Args:
+            file_path: Path to the KDBX file to analyze
+            file_enriched: File enrichment data
 
-        with self.storage.download(file_enriched.object_id) as file:
-            analysis = parse_kdbx_file(file.name)
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
 
-            enrichment_result = EnrichmentResult(module_name=self.name)
-            enrichment_result.results = analysis
+        analysis = parse_kdbx_file(file_path)
 
-            if "encryption_hash" in enrichment_result.results and enrichment_result.results["encryption_hash"]:
-                encryption_hash = enrichment_result.results["encryption_hash"]
+        enrichment_result = EnrichmentResult(module_name=self.name)
+        enrichment_result.results = analysis
 
-                # Create summary with additional metadata
-                summary_parts = ["# Encrypted KeePass Database\n"]
-                summary_parts.append("The database is encrypted. Attempt to crack it using the following hash:\n")
-                summary_parts.append(f"```\n{encryption_hash}\n```\n")
+        if "encryption_hash" in enrichment_result.results and enrichment_result.results["encryption_hash"]:
+            encryption_hash = enrichment_result.results["encryption_hash"]
 
-                # Add metadata if available
-                if analysis.get("format_version"):
-                    summary_parts.append(
-                        f"**Format Version:** {analysis['major_version']}.{analysis['minor_version']}  \n"
-                    )
-                if analysis.get("encryption_algorithm"):
-                    summary_parts.append(f"**Encryption Algorithm:** {analysis['encryption_algorithm']}  \n")
-                if analysis.get("kdf_algorithm"):
-                    summary_parts.append(f"**KDF Algorithm:** {analysis['kdf_algorithm']}  \n")
-                if analysis.get("kdf_rounds"):
-                    summary_parts.append(f"**KDF Rounds:** {analysis['kdf_rounds']:,}  \n")
-                if analysis.get("kdf_memory"):
-                    summary_parts.append(f"**KDF Memory:** {analysis['kdf_memory']:,} bytes  \n")
-                if analysis.get("compression_algorithm"):
-                    summary_parts.append(f"**Compression:** {analysis['compression_algorithm']}  \n")
+            # Create summary with additional metadata
+            summary_parts = ["# Encrypted KeePass Database\n"]
+            summary_parts.append("The database is encrypted. Attempt to crack it using the following hash:\n")
+            summary_parts.append(f"```\n{encryption_hash}\n```\n")
 
-                summary_markdown = "".join(summary_parts)
+            # Add metadata if available
+            if analysis.get("format_version"):
+                summary_parts.append(f"**Format Version:** {analysis['major_version']}.{analysis['minor_version']}  \n")
+            if analysis.get("encryption_algorithm"):
+                summary_parts.append(f"**Encryption Algorithm:** {analysis['encryption_algorithm']}  \n")
+            if analysis.get("kdf_algorithm"):
+                summary_parts.append(f"**KDF Algorithm:** {analysis['kdf_algorithm']}  \n")
+            if analysis.get("kdf_rounds"):
+                summary_parts.append(f"**KDF Rounds:** {analysis['kdf_rounds']:,}  \n")
+            if analysis.get("kdf_memory"):
+                summary_parts.append(f"**KDF Memory:** {analysis['kdf_memory']:,} bytes  \n")
+            if analysis.get("compression_algorithm"):
+                summary_parts.append(f"**Compression:** {analysis['compression_algorithm']}  \n")
 
-                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+            summary_markdown = "".join(summary_parts)
 
-                finding = Finding(
-                    category=FindingCategory.EXTRACTED_HASH,
-                    finding_name="encrypted_kdbx",
-                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                    origin_name=self.name,
-                    object_id=file_enriched.object_id,
-                    severity=5,
-                    raw_data={"encryption_hash": encryption_hash},
-                    data=[display_data],
+            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+            finding = Finding(
+                category=FindingCategory.EXTRACTED_HASH,
+                finding_name="encrypted_kdbx",
+                origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                origin_name=self.name,
+                object_id=file_enriched.object_id,
+                severity=5,
+                raw_data={"encryption_hash": encryption_hash},
+                data=[display_data],
+            )
+
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                tmp_display_file.write(summary_markdown)
+                tmp_display_file.flush()
+
+                object_id = self.storage.upload_file(tmp_display_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.md",
+                        "display_type_in_dashboard": "markdown",
+                        "default_display": True,
+                    },
                 )
 
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                    tmp_display_file.write(summary_markdown)
-                    tmp_display_file.flush()
+            enrichment_result.transforms = [displayable_parsed]
+            enrichment_result.findings = [finding]
 
-                    object_id = self.storage.upload_file(tmp_display_file.name)
+        return enrichment_result
 
-                    displayable_parsed = Transform(
-                        type="displayable_parsed",
-                        object_id=f"{object_id}",
-                        metadata={
-                            "file_name": f"{file_enriched.file_name}.md",
-                            "display_type_in_dashboard": "markdown",
-                            "default_display": True,
-                        },
-                    )
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process KDBX file and extract encryption information.
 
-                enrichment_result.transforms = [displayable_parsed]
-                enrichment_result.findings = [finding]
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
 
-            return enrichment_result
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            # get the current `file_enriched` from the database backend
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_kdbx(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as file:
+                    return self._analyze_kdbx(file.name, file_enriched)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing KDBX file")
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
index 3e71c97..d531633 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
@@ -418,7 +418,7 @@ def process_database(filename, keyfile=None):
                     warn(f"{filename}: error reading encrypted data!")
                     return None
 
-                result = f"{dbname}:$keepass$*2*{transform_rounds}*{algorithm}*"
+                result = f"dbname:$keepass$*2*{transform_rounds}*{algorithm}*"
                 result += bytes_to_hex(master_seed) + "*"
                 result += bytes_to_hex(transform_seed) + "*"
                 result += bytes_to_hex(initialization_vectors) + "*"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
index eb55e94..06699cf 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
@@ -89,6 +89,8 @@ class KeytabAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 50000000  # only check the first 50 megs for DPAPI blobs, for performance
+
         # Key types mapping for readable output
         self.key_types = {
             1: "DES-CBC-CRC",
@@ -121,7 +123,7 @@ rule Keytab_File
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
 
@@ -129,11 +131,17 @@ rule Keytab_File
         if file_enriched.file_name.lower().endswith(".keytab"):
             return True
 
-        # Check using Yara rule as a fallback
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-        logger.debug(f"KeytabAnalyzer should_run: {should_run}")
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
     def _parse_keytab(self, file_data):
@@ -329,185 +337,208 @@ rule Keytab_File
 
         return entries
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process keytab file."""
+    def _analyze_keytab_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze keytab file and generate enrichment result.
+
+        Args:
+            file_path: Path to the keytab file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+        transforms = []
+        findings = []
+
+        try:
+            # Read the keytab file
+            with open(file_path, "rb") as f:
+                file_data = f.read()
+
+            # Parse the keytab file
+            keytab_entries = self._parse_keytab(file_data)
+
+            # Generate summary report
+            report_lines = []
+            report_lines.append("# Keytab Analysis Summary")
+            report_lines.append(f"\nFile name: {file_enriched.file_name}")
+
+            # Count valid entries vs error entries
+            valid_entries = [entry for entry in keytab_entries if "error" not in entry]
+            error_entries = [entry for entry in keytab_entries if "error" in entry]
+
+            report_lines.append(f"Total entries found: {len(keytab_entries)}")
+            report_lines.append(f"Valid entries: {len(valid_entries)}")
+            if error_entries:
+                report_lines.append(f"Entries with errors: {len(error_entries)}")
+
+            # Add extraction method note if present
+            extraction_methods = set()
+            for entry in valid_entries:
+                if "note" in entry and "extracted" in entry["note"].lower():
+                    extraction_methods.add(entry["note"])
+
+            if extraction_methods:
+                report_lines.append("\n## Extraction Notes")
+                for method in extraction_methods:
+                    report_lines.append(f"- {method}")
+
+            # Entry details
+            for i, entry in enumerate(keytab_entries, 1):
+                report_lines.append(f"\n## Entry {i}")
+
+                # Handle error case
+                if "error" in entry:
+                    report_lines.append(f"\n**ERROR**: {entry['error']}")
+                    continue
+
+                # Add note if present
+                if "note" in entry:
+                    report_lines.append(f"\n**Note**: {entry['note']}")
+
+                # Basic entry details
+                report_lines.append(f"\n**Principal**: {entry['principal']}@{entry['realm']}")
+                report_lines.append(f"\n**Key Version Number (KVNO)**: {entry['kvno']}")
+                report_lines.append(f"\n**Timestamp**: {entry['timestamp']}")
+                report_lines.append(f"\n**Key Type**: {entry['key_type_name']} ({entry['key_type']})")
+                report_lines.append(f"\n**Key Length**: {entry['key_length']} bits")
+
+                # Format key with better readability
+                key_hex = entry["key"]
+                formatted_key = " ".join([key_hex[i : i + 8] for i in range(0, len(key_hex), 8)])
+                report_lines.append(f"\n**Key (Hex)**:  \n{formatted_key}")
+
+            # Create summary report transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                report_id = self.storage.upload_file(tmp_report.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{report_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                )
+
+            # Create finding ONLY if there are valid entries with non-null keys
+            valid_keys = [entry for entry in valid_entries if entry.get("key") and entry["key"] != ""]
+            if valid_keys:
+                finding_data = []
+
+                # Create a summary of encryption keys found
+                key_summary = "## Kerberos Encryption Keys Detected\n\n"
+
+                # Add extraction method note if present
+                if extraction_methods:
+                    key_summary += "**Note**: Some keys were extracted using fallback methods due to parsing issues. "
+                    key_summary += "See the analysis report for details.\n\n"
+
+                key_summary += "The following Kerberos encryption keys were found in the keytab file:\n\n"
+
+                for i, entry in enumerate(valid_keys, 1):
+                    key_summary += f"**Entry {i}**\n"
+                    key_summary += f"- **Principal:** {entry['principal']}@{entry['realm']}\n"
+                    key_summary += f"- **Key Type:** {entry['key_type_name']}\n"
+                    key_summary += f"- **Key Length:** {entry['key_length']} bits\n"
+                    key_summary += f"- **KVNO:** {entry['kvno']}\n"
+                    if "note" in entry:
+                        key_summary += f"- **Note:** {entry['note']}\n"
+                    key_summary += "\n"
+
+                # Add the key summary as a finding
+                display_data = FileObject(type="finding_summary", metadata={"summary": key_summary})
+                finding_data.append(display_data)
+
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="kerberos_encryption_keys",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=7,  # Higher severity than certificates since these are actual keys
+                    raw_data={"keytab_entries": valid_keys},
+                    data=finding_data,
+                )
+
+                findings.append(finding)
+
+            # Add the results to the enrichment result
+            enrichment_result.transforms = transforms
+            enrichment_result.findings = findings
+            enrichment_result.results = {"keytab_entries": keytab_entries}
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error processing keytab file: {file_enriched.file_name}")
+
+            # Create an error report with more detailed information
+            error_report = [
+                "# Keytab Analysis Error",
+                f"\nFailed to analyze {file_enriched.file_name}",
+                "\n## Error Details",
+                f"\n**Error Message**: {str(e)}",
+                "\n**Possible Causes**:",
+                "- The file may not be a valid Kerberos keytab file",
+                "- The file format may be corrupted or malformed",
+                "- The file may use an unsupported keytab format variation",
+                "\n**Troubleshooting**:",
+                "- Verify the file is a genuine keytab file",
+                "- Check if the file was created correctly",
+                "- Try opening the file with ktutil or a similar Kerberos utility",
+            ]
+
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_error:
+                tmp_error.write("\n".join(error_report))
+                tmp_error.flush()
+                error_id = self.storage.upload_file(tmp_error.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{error_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis_error.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                )
+
+                # No finding is created for errors
+                enrichment_result.transforms = transforms
+                return enrichment_result
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process keytab file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
-            transforms = []
-            findings = []
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                try:
-                    # Read the keytab file
-                    with open(temp_file.name, "rb") as f:
-                        file_data = f.read()
-
-                    # Parse the keytab file
-                    keytab_entries = self._parse_keytab(file_data)
-
-                    # Generate summary report
-                    report_lines = []
-                    report_lines.append("# Keytab Analysis Summary")
-                    report_lines.append(f"\nFile name: {file_enriched.file_name}")
-
-                    # Count valid entries vs error entries
-                    valid_entries = [entry for entry in keytab_entries if "error" not in entry]
-                    error_entries = [entry for entry in keytab_entries if "error" in entry]
-
-                    report_lines.append(f"Total entries found: {len(keytab_entries)}")
-                    report_lines.append(f"Valid entries: {len(valid_entries)}")
-                    if error_entries:
-                        report_lines.append(f"Entries with errors: {len(error_entries)}")
-
-                    # Add extraction method note if present
-                    extraction_methods = set()
-                    for entry in valid_entries:
-                        if "note" in entry and "extracted" in entry["note"].lower():
-                            extraction_methods.add(entry["note"])
-
-                    if extraction_methods:
-                        report_lines.append("\n## Extraction Notes")
-                        for method in extraction_methods:
-                            report_lines.append(f"- {method}")
-
-                    # Entry details
-                    for i, entry in enumerate(keytab_entries, 1):
-                        report_lines.append(f"\n## Entry {i}")
-
-                        # Handle error case
-                        if "error" in entry:
-                            report_lines.append(f"\n**ERROR**: {entry['error']}")
-                            continue
-
-                        # Add note if present
-                        if "note" in entry:
-                            report_lines.append(f"\n**Note**: {entry['note']}")
-
-                        # Basic entry details
-                        report_lines.append(f"\n**Principal**: {entry['principal']}@{entry['realm']}")
-                        report_lines.append(f"\n**Key Version Number (KVNO)**: {entry['kvno']}")
-                        report_lines.append(f"\n**Timestamp**: {entry['timestamp']}")
-                        report_lines.append(f"\n**Key Type**: {entry['key_type_name']} ({entry['key_type']})")
-                        report_lines.append(f"\n**Key Length**: {entry['key_length']} bits")
-
-                        # Format key with better readability
-                        key_hex = entry["key"]
-                        formatted_key = " ".join([key_hex[i : i + 8] for i in range(0, len(key_hex), 8)])
-                        report_lines.append(f"\n**Key (Hex)**:  \n{formatted_key}")
-
-                    # Create summary report transform
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
-                        tmp_report.write("\n".join(report_lines))
-                        tmp_report.flush()
-                        report_id = self.storage.upload_file(tmp_report.name)
-
-                        transforms.append(
-                            Transform(
-                                type="finding_summary",
-                                object_id=f"{report_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_analysis.md",
-                                    "display_type_in_dashboard": "markdown",
-                                    "default_display": True,
-                                },
-                            )
-                        )
-
-                    # Create finding ONLY if there are valid entries with non-null keys
-                    valid_keys = [entry for entry in valid_entries if entry.get("key") and entry["key"] != ""]
-                    if valid_keys:
-                        finding_data = []
-
-                        # Create a summary of encryption keys found
-                        key_summary = "## Kerberos Encryption Keys Detected\n\n"
-
-                        # Add extraction method note if present
-                        if extraction_methods:
-                            key_summary += (
-                                "**Note**: Some keys were extracted using fallback methods due to parsing issues. "
-                            )
-                            key_summary += "See the analysis report for details.\n\n"
-
-                        key_summary += "The following Kerberos encryption keys were found in the keytab file:\n\n"
-
-                        for i, entry in enumerate(valid_keys, 1):
-                            key_summary += f"**Entry {i}**\n"
-                            key_summary += f"- **Principal:** {entry['principal']}@{entry['realm']}\n"
-                            key_summary += f"- **Key Type:** {entry['key_type_name']}\n"
-                            key_summary += f"- **Key Length:** {entry['key_length']} bits\n"
-                            key_summary += f"- **KVNO:** {entry['kvno']}\n"
-                            if "note" in entry:
-                                key_summary += f"- **Note:** {entry['note']}\n"
-                            key_summary += "\n"
-
-                        # Add the key summary as a finding
-                        display_data = FileObject(type="finding_summary", metadata={"summary": key_summary})
-                        finding_data.append(display_data)
-
-                        finding = Finding(
-                            category=FindingCategory.CREDENTIAL,
-                            finding_name="kerberos_encryption_keys",
-                            origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                            origin_name=self.name,
-                            object_id=file_enriched.object_id,
-                            severity=7,  # Higher severity than certificates since these are actual keys
-                            raw_data={"keytab_entries": valid_keys},
-                            data=finding_data,
-                        )
-
-                        findings.append(finding)
-
-                    # Add the results to the enrichment result
-                    enrichment_result.transforms = transforms
-                    enrichment_result.findings = findings
-                    enrichment_result.results = {"keytab_entries": keytab_entries}
-
-                    return enrichment_result
-
-                except Exception as e:
-                    logger.exception(e, message=f"Error processing keytab file: {file_enriched.file_name}")
-
-                    # Create an error report with more detailed information
-                    error_report = [
-                        "# Keytab Analysis Error",
-                        f"\nFailed to analyze {file_enriched.file_name}",
-                        "\n## Error Details",
-                        f"\n**Error Message**: {str(e)}",
-                        "\n**Possible Causes**:",
-                        "- The file may not be a valid Kerberos keytab file",
-                        "- The file format may be corrupted or malformed",
-                        "- The file may use an unsupported keytab format variation",
-                        "\n**Troubleshooting**:",
-                        "- Verify the file is a genuine keytab file",
-                        "- Check if the file was created correctly",
-                        "- Try opening the file with ktutil or a similar Kerberos utility",
-                    ]
-
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_error:
-                        tmp_error.write("\n".join(error_report))
-                        tmp_error.flush()
-                        error_id = self.storage.upload_file(tmp_error.name)
-
-                        transforms.append(
-                            Transform(
-                                type="finding_summary",
-                                object_id=f"{error_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_analysis_error.md",
-                                    "display_type_in_dashboard": "markdown",
-                                    "default_display": True,
-                                },
-                            )
-                        )
-
-                        # No finding is created for errors
-
-                        enrichment_result.transforms = transforms
-                        return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_keytab_file(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_keytab_file(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error in keytab analyzer")
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/llm_credential_analysis/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/llm_credential_analysis/analyzer.py
deleted file mode 100644
index bf478e4..0000000
--- a/libs/file_enrichment_modules/file_enrichment_modules/llm_credential_analysis/analyzer.py
+++ /dev/null
@@ -1,372 +0,0 @@
-# enrichment_modules/llm_credential_analysis/analyzer.py
-import asyncio
-import json
-import logging
-import os
-import tempfile
-from typing import Optional
-
-import psycopg
-import rigging as rg
-import structlog
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
-from common.state_helpers import get_file_enriched
-from common.storage import StorageMinio
-from dapr.clients import DaprClient
-
-from file_enrichment_modules.module_loader import EnrichmentModule
-
-logger = structlog.get_logger(module=__name__)
-
-
-class Credentials(rg.Model):
-    content: str
-
-
-def credentials_to_markdown(credentials: str) -> str:
-    """Format extracted credentials as markdown report."""
-    if not credentials or credentials.strip().lower() == "none":
-        return "## LLM Credential Analysis\n\nNo credentials found in this document."
-
-    lines = credentials.strip().split("\n")
-    markdown = "## LLM Credential Analysis\n\n"
-    markdown += "### Detected Credentials\n\n"
-
-    for line in lines:
-        if line.strip():
-            markdown += f"- `{line.strip()}`\n"
-
-    return markdown
-
-
-class CredentialExtractor(EnrichmentModule):
-    def __init__(self):
-        super().__init__("llm_credential_analysis")
-        self.storage = StorageMinio()
-
-        logging.getLogger("litellm").setLevel(logging.INFO)  # not working how it should...
-
-        # Check if rigging generator config is available
-        self.rigging_generator = os.getenv("RIGGING_GENERATOR_CREDENTIALS")
-        if not self.rigging_generator:
-            logger.info("RIGGING_GENERATOR_CREDENTIALS environment variable not set - credential analysis disabled")
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self.postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-    def _has_extracted_text_transform(self, object_id: str) -> tuple[bool, Optional[str]]:
-        """
-        Check if file has an extracted_text transform.
-        Returns a tuple of (has_transform, transform_object_id)
-        """
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT transform_object_id
-                        FROM transforms
-                        WHERE object_id = %s AND type = 'extracted_text'
-                        LIMIT 1
-                        """,
-                        (object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        return True, str(result[0])
-                    return False, None
-        except Exception as e:
-            logger.error(f"Error checking for extracted_text transform: {e}")
-            return False, None
-
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run."""
-        if not self.rigging_generator:
-            return False
-
-        file_enriched = get_file_enriched(object_id)
-        print(f"file_enriched: {file_enriched}")
-
-        # Process if file is plaintext or has extracted_text transform
-        has_transform, _ = self._has_extracted_text_transform(object_id)
-        print(f"has_transform: {has_transform}")
-        return file_enriched.is_plaintext or has_transform
-
-    def _get_text_content(self, object_id: str) -> tuple[Optional[str], Optional[str]]:
-        """
-        Get plaintext content from file or extracted text transform.
-        Returns a tuple of (content, source_object_id)
-        """
-        try:
-            # Check if file is plaintext first
-            file_enriched = get_file_enriched(object_id)
-
-            if file_enriched.is_plaintext:
-                try:
-                    file_bytes = self.storage.download_bytes(object_id)
-                    return file_bytes.decode("utf-8", errors="replace"), object_id
-                except Exception as e:
-                    logger.warning(f"Failed to decode plaintext file content: {e}")
-
-            # If not plaintext or decode failed, look for extracted_text transform
-            has_transform, transform_object_id = self._has_extracted_text_transform(object_id)
-            if has_transform and transform_object_id:
-                try:
-                    transform_bytes = self.storage.download_bytes(transform_object_id)
-                    return transform_bytes.decode("utf-8", errors="replace"), transform_object_id
-                except Exception as e:
-                    logger.error(f"Failed to get extracted text transform content: {e}")
-
-            return None, None
-
-        except Exception as e:
-            logger.error(f"Error getting text content: {e}")
-            return None, None
-
-    async def _extract_credentials(self, text_content: str) -> str:
-        """Async function to extract credentials with an LLM using rigging."""
-        max_retries = 3
-        attempt = 0
-
-        while attempt < max_retries:
-            try:
-                generator = rg.get_generator(self.rigging_generator)
-
-                response = await generator.chat(
-                    [
-                        {
-                            "role": "system",
-                            "content": "You are a cybersecurity expert extremely proficient at identifying credentials and passwords.",
-                        },
-                        {
-                            "role": "user",
-                            "content": f"If the following document contains any credentials or passwords, output each credential/password between on a separate line with no other details or explanation, and have the all the lines output between {Credentials.xml_start_tag()}{Credentials.xml_end_tag()} tags. If the document contains no credentials or passwords, output 'none' without the quotes, not wrapped in any tags.\n\nDocument:\n\n{text_content}\n\n",
-                        },
-                    ]
-                ).run()
-
-                print(f"last: {response.last}")
-
-                credentials = response.last.try_parse(Credentials)
-                if credentials:
-                    return credentials.content
-                else:
-                    return ""
-
-            except Exception as e:
-                # Try to check if it's error 529 - need to handle different exception types
-                error_str = str(e).lower()
-
-                # Look for indications of a 529 error in the error message or response
-                if "529" in error_str or "too many requests" in error_str or "rate limit" in error_str:
-                    attempt += 1
-                    if attempt < max_retries:
-                        wait_time = 15
-                        logger.warning(
-                            f"Received what appears to be a rate limit error, waiting {wait_time} seconds before retry (attempt {attempt}/{max_retries})"
-                        )
-                        await asyncio.sleep(wait_time)
-                    else:
-                        logger.error("Max retries reached after apparent rate limit errors")
-                        raise
-                else:
-                    # For any other error, log and re-raise immediately
-                    logger.exception(e, message="Error extracting credentials")
-
-    def _get_original_file_id(self, transform_object_id: str) -> Optional[str]:
-        """
-        Find the original file ID for an extracted text transform by checking
-        which file has this transform_object_id in its transforms.
-        """
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT object_id
-                        FROM transforms
-                        WHERE transform_object_id = %s AND type = 'extracted_text'
-                        LIMIT 1
-                        """,
-                        (transform_object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        return str(result[0])
-            return None
-        except Exception as e:
-            logger.exception(e, message="Error finding original file for transform")
-            return None
-
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process text content and extract credentials using LLM."""
-        try:
-            # First, check if this is an extracted text file or a regular file
-            # If it's an extracted_text transform, we need to find its original file
-            original_file_id = None
-
-            # Check if current object is already a transform (extracted_text)
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT object_id FROM transforms
-                        WHERE transform_object_id = %s AND type = 'extracted_text'
-                        """,
-                        (object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        # This means we're processing an extracted_text file directly
-                        # We should use the original file ID for our transform
-                        original_file_id = str(result[0])
-                        logger.info(f"Processing extracted_text file. Original file is: {original_file_id}")
-
-            # Get the text content to extract credentials from
-            text_content, source_object_id = self._get_text_content(object_id)
-            if not text_content or not source_object_id:
-                logger.error("No text content found to analyze")
-                return None
-
-            # See if there are any credentials to extract
-            credentials = asyncio.run(self._extract_credentials(text_content))
-
-            # Create a markdown report
-            markdown_report = credentials_to_markdown(credentials)
-
-            # Store the analysis as a file
-            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_credentials:
-                tmp_credentials.write(markdown_report)
-                tmp_credentials.flush()
-                credentials_id = self.storage.upload_file(tmp_credentials.name)
-
-            # IMPORTANT CHANGE: Use the original_file_id (if found) for attaching the transform
-            # This ensures the analysis is attached to the original file, not the extracted text
-            target_file_id = original_file_id if original_file_id else object_id
-
-            # Create transform object
-            credential_transform = Transform(
-                type="llm_extracted_credentials",
-                object_id=f"{credentials_id}",
-                metadata={
-                    "file_name": "extracted_credentials.md",
-                    "display_type_in_dashboard": "markdown",
-                    "display_title": "LLM-Extracted Credentials",
-                    "default_display": True,
-                },
-            )
-
-            # Create a finding if credentials were found
-            findings = []
-            if credentials and credentials.strip().lower() != "none":
-                # Create display data for the finding
-                display_data = FileObject(
-                    type="finding_summary",
-                    metadata={"summary": markdown_report},
-                )
-
-                # Create the finding
-                finding = Finding(
-                    category=FindingCategory.CREDENTIAL,
-                    finding_name="llm_extracted_credentials",
-                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                    origin_name=self.name,
-                    object_id=target_file_id,
-                    severity=8,
-                    raw_data={"credentials": credentials},
-                    data=[display_data],
-                )
-
-                findings.append(finding)
-
-            # Create the result with the transform and findings
-            enrichment_result = EnrichmentResult(
-                module_name=self.name,
-                dependencies=self.dependencies,
-                transforms=[credential_transform],
-                findings=findings if findings else None,
-            )
-
-            # Override the object_id in the result to use the original file
-            # This is a key fix - we're changing where the transform gets attached
-            if original_file_id:
-                logger.info(f"Attaching credential transform to original file: {original_file_id}")
-
-                metadata = credential_transform.metadata or {}
-
-                self._add_transform_to_file(
-                    original_file_id, "llm_extracted_credentials", f"{credentials_id}", metadata
-                )
-
-                # If we have findings, add them manually too
-                if findings:
-                    for finding in findings:
-                        self._add_finding_to_file(finding)
-
-                # Return None since we manually added the transform
-                # This prevents the transform from being added to the extracted text file
-                return None
-
-            return enrichment_result
-
-        except Exception as e:
-            logger.exception(e, message="Error extracting credentials from document")
-            return None
-
-    def _add_transform_to_file(self, object_id: str, transform_type: str, transform_object_id: str, metadata: dict):
-        """Manually add a transform to a file in the database."""
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                        VALUES (%s, %s, %s, %s)
-                        """,
-                        (
-                            object_id,
-                            transform_type,
-                            transform_object_id,
-                            json.dumps(metadata) if metadata else None,
-                        ),
-                    )
-                conn.commit()
-                logger.info(f"Added transform {transform_type} to file {object_id}")
-        except Exception as e:
-            logger.exception(e, message=f"Error adding transform to file {object_id}")
-
-    def _add_finding_to_file(self, finding: Finding):
-        """Manually add a finding to the database."""
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    # Insert the finding
-                    # Note: This is a simplified version - adjust to match your actual database schema
-                    cur.execute(
-                        """
-                        INSERT INTO findings (
-                            category, finding_name, origin_type, origin_name,
-                            object_id, severity, raw_data, data
-                        )
-                        VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                        """,
-                        (
-                            finding.category.value,
-                            finding.finding_name,
-                            finding.origin_type.value,
-                            finding.origin_name,
-                            finding.object_id,
-                            finding.severity,
-                            json.dumps(finding.raw_data) if finding.raw_data else None,
-                            json.dumps([d.model_dump_json() for d in finding.data]) if finding.data else None,
-                        ),
-                    )
-                conn.commit()
-                logger.info(f"Added finding {finding.finding_name} to file {finding.object_id}")
-        except Exception as e:
-            logger.exception(e, message=f"Error adding finding to file {finding.object_id}")
-
-
-def create_enrichment_module() -> EnrichmentModule:
-    return CredentialExtractor()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
index 44dfee1..0c1e0c3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
@@ -81,49 +81,77 @@ class LnkParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
-        # get the current `file_enriched` from the Dapr statestore
         file_enriched = get_file_enriched(object_id)
-        should_run = "ms windows shortcut" in file_enriched.magic_type.lower()
-        return should_run
+        return "ms windows shortcut" in file_enriched.magic_type.lower()
+
+    def _analyze_lnk(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze LNK file and generate enrichment result.
+
+        Args:
+            file_path: Path to the LNK file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file."""
         try:
-            # get the current `file_enriched` FileEnriched object from the database backend
-            file_enriched = get_file_enriched(object_id)
+            with open(file_path, "rb") as f:
+                lnk = LnkParse3.lnk_file(f)
 
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+            enrichment_result.results = convert_datetime(lnk.get_json())
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                with open(temp_file.name, "rb") as f:
-                    lnk = LnkParse3.lnk_file(f)
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                display = get_lnk_file_display(lnk)
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
 
-                enrichment_result.results = convert_datetime(lnk.get_json())
+                object_id = self.storage.upload_file(tmp_display_file.name)
 
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                    display = get_lnk_file_display(lnk)
-                    tmp_display_file.write(display)
-                    tmp_display_file.flush()
-
-                    object_id = self.storage.upload_file(tmp_display_file.name)
-
-                    displayable_parsed = Transform(
-                        type="displayable_parsed",
-                        object_id=f"{object_id}",
-                        metadata={
-                            "file_name": f"{file_enriched.file_name}.txt",
-                            "display_type_in_dashboard": "monaco",
-                            "default_display": True,
-                        },
-                    )
-                enrichment_result.transforms = [displayable_parsed]
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+            enrichment_result.transforms = [displayable_parsed]
 
             return enrichment_result
 
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing LNK file for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            # get the current `file_enriched` FileEnriched object from the database backend
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_lnk(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_lnk(temp_file.name, file_enriched)
+
         except Exception as e:
             logger.exception(e, message="Error processing file", file_object_id=object_id)
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 9711ba7..b61fe99 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -1,24 +1,35 @@
 # enrichment_modules/lsass_dump/analyzer.py
 import tempfile
 import textwrap
-from pathlib import Path
 from datetime import datetime
+
 import structlog
-from common.models import EnrichmentResult, Transform, Finding, FindingCategory, FindingOrigin, FileObject
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from file_enrichment_modules.module_loader import EnrichmentModule
-
 from pypykatz.pypykatz import pypykatz
 
+from file_enrichment_modules.module_loader import EnrichmentModule
+
 logger = structlog.get_logger(module=__name__)
 
 
 class Credential:
     """Simple credential class to match the original structure"""
-    def __init__(self, hostname=None, ssp=None, domain=None, username=None,
-                 password=None, lmhash=None, nthash=None, sha1=None,
-                 masterkey=None, ticket=None):
+
+    def __init__(
+        self,
+        hostname=None,
+        ssp=None,
+        domain=None,
+        username=None,
+        password=None,
+        lmhash=None,
+        nthash=None,
+        sha1=None,
+        masterkey=None,
+        ticket=None,
+    ):
         self.hostname = hostname
         self.ssp = ssp
         self.domain = domain
@@ -30,6 +41,7 @@ class Credential:
         self.masterkey = masterkey
         self.ticket = ticket
 
+
 # adapted from/inspired by https://github.com/login-securite/lsassy/blob/9682127364f6f64ce190e8b7f03cdfa1dd457066/lsassy/parser.py (MIT License)
 class LsassDumpParser(EnrichmentModule):
     def __init__(self):
@@ -38,22 +50,18 @@ class LsassDumpParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
-        should_run = "mini dump crash report" in file_enriched.magic_type.lower()
-        logger.debug(
-            f"LsassDumpParser should_run: {should_run}, file_name: {file_enriched.file_name}"
-        )
-        return should_run
+        return "mini dump crash report" in file_enriched.magic_type.lower()
 
     def _convert_bytes_to_string(self, value):
         """Convert bytes objects and datetime objects to strings for JSON serialization"""
         if isinstance(value, bytes):
-            return value.decode('utf-8', errors='replace')
+            return value.decode("utf-8", errors="replace")
         elif isinstance(value, datetime):
             return str(value)
-        elif hasattr(value, 'strftime'):  # Handle other datetime-like objects
+        elif hasattr(value, "strftime"):  # Handle other datetime-like objects
             return str(value)
         elif isinstance(value, dict):
             return {k: self._convert_bytes_to_string(v) for k, v in value.items()}
@@ -96,22 +104,22 @@ class LsassDumpParser(EnrichmentModule):
 
             # Extract session metadata
             session_data = {
-                'authentication_id': getattr(session, 'authentication_id', luid),
-                'session_id': getattr(session, 'session_id', None),
-                'username': getattr(session, 'username', None),
-                'domainname': getattr(session, 'domainname', None),
-                'logon_server': getattr(session, 'logon_server', None),
-                'logon_time': getattr(session, 'logon_time', None),
-                'sid': getattr(session, 'sid', None),
-                'luid': luid,
-                'credentials_by_ssp': {}
+                "authentication_id": getattr(session, "authentication_id", luid),
+                "session_id": getattr(session, "session_id", None),
+                "username": getattr(session, "username", None),
+                "domainname": getattr(session, "domainname", None),
+                "logon_server": getattr(session, "logon_server", None),
+                "logon_time": getattr(session, "logon_time", None),
+                "sid": getattr(session, "sid", None),
+                "luid": luid,
+                "credentials_by_ssp": {},
             }
 
             # Convert logon_time to string if it exists
-            if session_data['logon_time']:
-                session_data['logon_time'] = str(session_data['logon_time'])
-            if session_data['sid']:
-                session_data['sid'] = str(session_data['sid'])
+            if session_data["logon_time"]:
+                session_data["logon_time"] = str(session_data["logon_time"])
+            if session_data["sid"]:
+                session_data["sid"] = str(session_data["sid"])
 
             # Process each SSP type for session data AND create original credentials
             for ssp in ssps:
@@ -122,16 +130,16 @@ class LsassDumpParser(EnrichmentModule):
                     cred_data = {}
 
                     # Common fields
-                    if hasattr(cred, 'username'):
-                        cred_data['username'] = cred.username
-                    if hasattr(cred, 'domainname'):
-                        cred_data['domainname'] = cred.domainname
-                    if hasattr(cred, 'password'):
-                        cred_data['password'] = cred.password
-                    if hasattr(cred, 'credtype'):
-                        cred_data['credtype'] = cred.credtype
-                    if hasattr(cred, 'luid'):
-                        cred_data['luid'] = cred.luid
+                    if hasattr(cred, "username"):
+                        cred_data["username"] = cred.username
+                    if hasattr(cred, "domainname"):
+                        cred_data["domainname"] = cred.domainname
+                    if hasattr(cred, "password"):
+                        cred_data["password"] = cred.password
+                    if hasattr(cred, "credtype"):
+                        cred_data["credtype"] = cred.credtype
+                    if hasattr(cred, "luid"):
+                        cred_data["luid"] = cred.luid
 
                     # Extract credential info for original credential objects (for ALL SSP types)
                     domain = getattr(cred, "domainname", None)
@@ -142,11 +150,11 @@ class LsassDumpParser(EnrichmentModule):
                     SHA1 = getattr(cred, "SHAHash", None)
 
                     if LMHash is not None:
-                        LMHash = LMHash.hex() if hasattr(LMHash, 'hex') else str(LMHash)
+                        LMHash = LMHash.hex() if hasattr(LMHash, "hex") else str(LMHash)
                     if NThash is not None:
-                        NThash = NThash.hex() if hasattr(NThash, 'hex') else str(NThash)
+                        NThash = NThash.hex() if hasattr(NThash, "hex") else str(NThash)
                     if SHA1 is not None:
-                        SHA1 = SHA1.hex() if hasattr(SHA1, 'hex') else str(SHA1)
+                        SHA1 = SHA1.hex() if hasattr(SHA1, "hex") else str(SHA1)
 
                     # Create credential object for all SSP types that have valid credentials
                     if username and (
@@ -169,46 +177,60 @@ class LsassDumpParser(EnrichmentModule):
 
                     # MSV specific fields for session data
                     if ssp == "msv_creds":
-                        if hasattr(cred, 'LMHash') and cred.LMHash:
-                            cred_data['LMHash'] = cred.LMHash.hex() if hasattr(cred.LMHash, 'hex') else str(cred.LMHash)
-                        if hasattr(cred, 'NThash') and cred.NThash:
-                            cred_data['NThash'] = cred.NThash.hex() if hasattr(cred.NThash, 'hex') else str(cred.NThash)
-                        if hasattr(cred, 'SHAHash') and cred.SHAHash:
-                            cred_data['SHAHash'] = cred.SHAHash.hex() if hasattr(cred.SHAHash, 'hex') else str(cred.SHAHash)
-                        if hasattr(cred, 'DPAPI') and cred.DPAPI:
-                            cred_data['DPAPI'] = cred.DPAPI.hex() if hasattr(cred.DPAPI, 'hex') else str(cred.DPAPI)
+                        if hasattr(cred, "LMHash") and cred.LMHash:
+                            cred_data["LMHash"] = cred.LMHash.hex() if hasattr(cred.LMHash, "hex") else str(cred.LMHash)
+                        if hasattr(cred, "NThash") and cred.NThash:
+                            cred_data["NThash"] = cred.NThash.hex() if hasattr(cred.NThash, "hex") else str(cred.NThash)
+                        if hasattr(cred, "SHAHash") and cred.SHAHash:
+                            cred_data["SHAHash"] = (
+                                cred.SHAHash.hex() if hasattr(cred.SHAHash, "hex") else str(cred.SHAHash)
+                            )
+                        if hasattr(cred, "DPAPI") and cred.DPAPI:
+                            cred_data["DPAPI"] = cred.DPAPI.hex() if hasattr(cred.DPAPI, "hex") else str(cred.DPAPI)
 
                     # Kerberos specific fields
                     elif ssp == "kerberos_creds":
                         ticket_list = []
-                        if hasattr(cred, 'tickets'):
+                        if hasattr(cred, "tickets"):
                             for ticket in cred.tickets:
                                 tickets.append(ticket)
                                 # Add ticket info to the session data
                                 ticket_info = {
-                                    'service_name': getattr(ticket, 'ServiceName', [None])[0] if hasattr(ticket, 'ServiceName') and ticket.ServiceName else None,
-                                    'client_name': getattr(ticket, 'EClientName', [None])[0] if hasattr(ticket, 'EClientName') and ticket.EClientName else None,
-                                    'domain_name': getattr(ticket, 'DomainName', None),
-                                    'end_time': str(getattr(ticket, 'EndTime', None)) if hasattr(ticket, 'EndTime') else None
+                                    "service_name": getattr(ticket, "ServiceName", [None])[0]
+                                    if hasattr(ticket, "ServiceName") and ticket.ServiceName
+                                    else None,
+                                    "client_name": getattr(ticket, "EClientName", [None])[0]
+                                    if hasattr(ticket, "EClientName") and ticket.EClientName
+                                    else None,
+                                    "domain_name": getattr(ticket, "DomainName", None),
+                                    "end_time": str(getattr(ticket, "EndTime", None))
+                                    if hasattr(ticket, "EndTime")
+                                    else None,
                                 }
                                 ticket_list.append(ticket_info)
-                            cred_data['tickets'] = ticket_list
+                            cred_data["tickets"] = ticket_list
                         else:
-                            cred_data['tickets'] = []
-                        if hasattr(cred, 'aes128') and cred.aes128:
-                            cred_data['aes128'] = cred.aes128.hex() if hasattr(cred.aes128, 'hex') else str(cred.aes128)
-                        if hasattr(cred, 'aes256') and cred.aes256:
-                            cred_data['aes256'] = cred.aes256.hex() if hasattr(cred.aes256, 'hex') else str(cred.aes256)
+                            cred_data["tickets"] = []
+                        if hasattr(cred, "aes128") and cred.aes128:
+                            cred_data["aes128"] = cred.aes128.hex() if hasattr(cred.aes128, "hex") else str(cred.aes128)
+                        if hasattr(cred, "aes256") and cred.aes256:
+                            cred_data["aes256"] = cred.aes256.hex() if hasattr(cred.aes256, "hex") else str(cred.aes256)
 
                     # DPAPI specific fields
                     elif ssp == "dpapi_creds":
-                        if hasattr(cred, 'key_guid'):
-                            cred_data['key_guid'] = str(cred.key_guid)
-                        if hasattr(cred, 'masterkey') and cred.masterkey:
-                            cred_data['masterkey'] = cred.masterkey.hex() if hasattr(cred.masterkey, 'hex') else str(cred.masterkey)
-                        if hasattr(cred, 'sha1_masterkey') and cred.sha1_masterkey:
-                            sha1_hex = cred.sha1_masterkey.hex() if hasattr(cred.sha1_masterkey, 'hex') else str(cred.sha1_masterkey)
-                            cred_data['sha1_masterkey'] = sha1_hex
+                        if hasattr(cred, "key_guid"):
+                            cred_data["key_guid"] = str(cred.key_guid)
+                        if hasattr(cred, "masterkey") and cred.masterkey:
+                            cred_data["masterkey"] = (
+                                cred.masterkey.hex() if hasattr(cred.masterkey, "hex") else str(cred.masterkey)
+                            )
+                        if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
+                            sha1_hex = (
+                                cred.sha1_masterkey.hex()
+                                if hasattr(cred.sha1_masterkey, "hex")
+                                else str(cred.sha1_masterkey)
+                            )
+                            cred_data["sha1_masterkey"] = sha1_hex
 
                             # Add to masterkeys list
                             m = "{%s}:%s" % (cred.key_guid, sha1_hex)
@@ -226,12 +248,14 @@ class LsassDumpParser(EnrichmentModule):
 
                     # WDIGEST specific fields
                     elif ssp == "wdigest_creds":
-                        if hasattr(cred, 'password_raw'):
+                        if hasattr(cred, "password_raw"):
                             # Convert bytes to string for JSON serialization
                             if isinstance(cred.password_raw, bytes):
-                                cred_data['password_raw'] = cred.password_raw.decode('utf-8', errors='replace')
+                                cred_data["password_raw"] = cred.password_raw.decode("utf-8", errors="replace")
                             else:
-                                cred_data['password_raw'] = str(cred.password_raw) if cred.password_raw is not None else ""
+                                cred_data["password_raw"] = (
+                                    str(cred.password_raw) if cred.password_raw is not None else ""
+                                )
 
                     if cred_data:  # Only add if we have some data
                         # Convert any bytes objects to strings for JSON serialization
@@ -239,7 +263,7 @@ class LsassDumpParser(EnrichmentModule):
                         ssp_creds.append(cred_data)
 
                 if ssp_creds:  # Only add SSP if it has credentials
-                    session_data['credentials_by_ssp'][ssp] = ssp_creds
+                    session_data["credentials_by_ssp"][ssp] = ssp_creds
 
             # Clean session data of any remaining bytes objects
             session_data = self._convert_bytes_to_string(session_data)
@@ -255,10 +279,7 @@ class LsassDumpParser(EnrichmentModule):
         for ticket in tickets:
             if ticket.ServiceName is not None and ticket.ServiceName[0] == "krbtgt":
                 if ticket.EClientName is not None and ticket.DomainName is not None:
-                    if (
-                        ticket.TargetDomainName is not None
-                        and ticket.TargetDomainName != ticket.DomainName
-                    ):
+                    if ticket.TargetDomainName is not None and ticket.TargetDomainName != ticket.DomainName:
                         target_domain = ticket.TargetDomainName
                     else:
                         target_domain = ticket.DomainName
@@ -288,10 +309,10 @@ class LsassDumpParser(EnrichmentModule):
         summary = "# LSASS Dump Analysis Results\n\n"
 
         # Summary statistics
-        summary += f"**Total Logon Sessions**: {len(logon_sessions)}\n"
-        summary += f"**Total Credentials Found**: {len(credentials)}\n"
-        summary += f"**Total Tickets Found**: {len(tickets)}\n"
-        summary += f"**Total DPAPI Masterkeys**: {len(masterkeys)}\n\n"
+        summary += f"**Total Logon Sessions**: {len(logon_sessions)}\n\n"
+        summary += f"**Total Credentials Found**: {len(credentials)}\n\n"
+        summary += f"**Total Tickets Found**: {len(tickets)}\n\n"
+        summary += f"**Total DPAPI Masterkeys**: {len(masterkeys)}\n\n\n"
 
         # Process each logon session
         for i, session in enumerate(logon_sessions, 1):
@@ -308,7 +329,7 @@ class LsassDumpParser(EnrichmentModule):
             summary += f"* **LUID**: `{session.get('luid', 'N/A')}`\n\n"
 
             # Credentials by SSP
-            creds_by_ssp = session.get('credentials_by_ssp', {})
+            creds_by_ssp = session.get("credentials_by_ssp", {})
             if creds_by_ssp:
                 for ssp, creds in creds_by_ssp.items():
                     if creds:
@@ -319,9 +340,18 @@ class LsassDumpParser(EnrichmentModule):
 
                             for key, value in cred.items():
                                 if value is not None and value != "":
-                                    if key in ['NThash', 'LMHash', 'SHAHash', 'DPAPI', 'aes128', 'aes256', 'masterkey', 'sha1_masterkey']:
+                                    if key in [
+                                        "NThash",
+                                        "LMHash",
+                                        "SHAHash",
+                                        "DPAPI",
+                                        "aes128",
+                                        "aes256",
+                                        "masterkey",
+                                        "sha1_masterkey",
+                                    ]:
                                         summary += f"* **{key}**: `{value}`\n"
-                                    elif key == 'tickets' and isinstance(value, list) and value:
+                                    elif key == "tickets" and isinstance(value, list) and value:
                                         summary += f"* **Tickets**: {len(value)} found\n"
                                         for i, ticket in enumerate(value, 1):
                                             summary += f"  * **Ticket {i}**: Service=`{ticket.get('service_name', 'N/A')}`, Client=`{ticket.get('client_name', 'N/A')}`, Domain=`{ticket.get('domain_name', 'N/A')}`, EndTime=`{ticket.get('end_time', 'N/A')}`\n"
@@ -335,140 +365,153 @@ class LsassDumpParser(EnrichmentModule):
 
         return summary
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process LSASS dump file and extract credentials."""
-        try:
-            file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(
-                module_name=self.name,
-                dependencies=self.dependencies
+    def _analyze_lsass_dump_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze LSASS dump file and generate enrichment result.
+
+        Args:
+            file_path: Path to the LSASS dump file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        # Parse the LSASS dump
+        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(file_path, file_enriched.file_name)
+
+        if logon_sessions is None:
+            logger.error("Failed to parse LSASS dump file")
+            return None
+
+        if logon_sessions or credentials or tickets or masterkeys:
+            # Create finding summary
+            summary_markdown = self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
+
+            # Prepare credentials data for serialization (convert objects to dicts)
+            credentials_data = []
+            for cred in credentials:
+                cred_dict = {
+                    "hostname": cred.hostname,
+                    "ssp": cred.ssp,
+                    "domain": cred.domain,
+                    "username": cred.username,
+                    "password": cred.password,
+                    "lmhash": cred.lmhash,
+                    "nthash": cred.nthash,
+                    "sha1": cred.sha1,
+                    "masterkey": cred.masterkey,
+                    "ticket": cred.ticket,
+                }
+                credentials_data.append(cred_dict)
+
+            # Create display data
+            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+            # Create finding
+            finding = Finding(
+                category=FindingCategory.CREDENTIAL,
+                finding_name="lsass_credentials_detected",
+                origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                origin_name=self.name,
+                object_id=file_enriched.object_id,
+                severity=9,  # High severity for credential extraction
+                raw_data={
+                    "logon_sessions": logon_sessions,
+                    "credentials": credentials_data,
+                    "ticket_count": len(tickets),
+                    "masterkey_count": len(masterkeys),
+                },
+                data=[display_data],
             )
 
-            # Download the file to a temporary location
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Parse the LSASS dump
-                logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(
-                    temp_file.name,
-                    file_enriched.file_name
+            # Add finding to enrichment result
+            enrichment_result.findings = [finding]
+            enrichment_result.results = {
+                "logon_sessions": logon_sessions,
+                "credentials": credentials_data,
+                "ticket_count": len(tickets),
+                "masterkey_count": len(masterkeys),
+            }
+
+            # Create a displayable version of the results
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                yaml_output = []
+                yaml_output.append("LSASS Dump Analysis Results")
+                yaml_output.append("===========================\n")
+
+                yaml_output.append(f"Total Logon Sessions: {len(logon_sessions)}")
+                yaml_output.append(f"Total Credentials: {len(credentials)}")
+                yaml_output.append(f"Total Tickets: {len(tickets)}")
+                yaml_output.append(f"Total Masterkeys: {len(masterkeys)}\n")
+
+                for i, session in enumerate(logon_sessions, 1):
+                    yaml_output.append(f"Logon Session {i}:")
+                    yaml_output.append(f"   Authentication ID: {session.get('authentication_id', 'N/A')}")
+                    yaml_output.append(f"   Username: {session.get('username', 'N/A')}")
+                    yaml_output.append(f"   Domain: {session.get('domainname', 'N/A')}")
+                    yaml_output.append(f"   Logon Server: {session.get('logon_server', 'N/A')}")
+                    yaml_output.append(f"   Logon Time: {session.get('logon_time', 'N/A')}")
+                    yaml_output.append(f"   SID: {session.get('sid', 'N/A')}")
+                    yaml_output.append(f"   LUID: {session.get('luid', 'N/A')}")
+
+                    creds_by_ssp = session.get("credentials_by_ssp", {})
+                    if creds_by_ssp:
+                        for ssp, creds in creds_by_ssp.items():
+                            yaml_output.append(f"   {ssp.upper()}:")
+                            for j, cred in enumerate(creds, 1):
+                                yaml_output.append(f"      Credential {j}:")
+                                for key, value in cred.items():
+                                    if value is not None and value != "":
+                                        if key == "tickets" and isinstance(value, list) and value:
+                                            yaml_output.append(f"         {key}: {len(value)} tickets found")
+                                            for k, ticket in enumerate(value, 1):
+                                                yaml_output.append(
+                                                    f"            Ticket {k}: Service={ticket.get('service_name', 'N/A')}, Client={ticket.get('client_name', 'N/A')}, Domain={ticket.get('domain_name', 'N/A')}, EndTime={ticket.get('end_time', 'N/A')}"
+                                                )
+                                        else:
+                                            yaml_output.append(f"         {key}: {value}")
+                    yaml_output.append("")  # Add empty line between sessions
+
+                display = textwrap.indent("\n".join(yaml_output), "   ")
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
+
+                object_id = self.storage.upload_file(tmp_display_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}_lsass_analysis.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
                 )
+                enrichment_result.transforms = [displayable_parsed]
 
-                if logon_sessions is None:
-                    logger.error("Failed to parse LSASS dump file")
-                    return None
+        return enrichment_result
 
-                if logon_sessions or credentials or tickets or masterkeys:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process LSASS dump file and extract credentials.
 
-                    # Prepare credentials data for serialization (convert objects to dicts)
-                    credentials_data = []
-                    for cred in credentials:
-                        cred_dict = {
-                            'hostname': cred.hostname,
-                            'ssp': cred.ssp,
-                            'domain': cred.domain,
-                            'username': cred.username,
-                            'password': cred.password,
-                            'lmhash': cred.lmhash,
-                            'nthash': cred.nthash,
-                            'sha1': cred.sha1,
-                            'masterkey': cred.masterkey,
-                            'ticket': cred.ticket
-                        }
-                        credentials_data.append(cred_dict)
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
 
-                    # Create display data
-                    display_data = FileObject(
-                        type="finding_summary",
-                        metadata={
-                            "summary": summary_markdown
-                        }
-                    )
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
 
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL,
-                        finding_name="lsass_credentials_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=9,  # High severity for credential extraction
-                        raw_data={
-                            "logon_sessions": logon_sessions,
-                            "credentials": credentials_data,
-                            "ticket_count": len(tickets),
-                            "masterkey_count": len(masterkeys)
-                        },
-                        data=[display_data]
-                    )
-
-                    # Add finding to enrichment result
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {
-                        "logon_sessions": logon_sessions,
-                        "credentials": credentials_data,
-                        "ticket_count": len(tickets),
-                        "masterkey_count": len(masterkeys)
-                    }
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode='w', encoding='utf-8') as tmp_display_file:
-                        yaml_output = []
-                        yaml_output.append("LSASS Dump Analysis Results")
-                        yaml_output.append("===========================\n")
-
-                        yaml_output.append(f"Total Logon Sessions: {len(logon_sessions)}")
-                        yaml_output.append(f"Total Credentials: {len(credentials)}")
-                        yaml_output.append(f"Total Tickets: {len(tickets)}")
-                        yaml_output.append(f"Total Masterkeys: {len(masterkeys)}\n")
-
-                        for i, session in enumerate(logon_sessions, 1):
-                            yaml_output.append(f"Logon Session {i}:")
-                            yaml_output.append(f"   Authentication ID: {session.get('authentication_id', 'N/A')}")
-                            yaml_output.append(f"   Username: {session.get('username', 'N/A')}")
-                            yaml_output.append(f"   Domain: {session.get('domainname', 'N/A')}")
-                            yaml_output.append(f"   Logon Server: {session.get('logon_server', 'N/A')}")
-                            yaml_output.append(f"   Logon Time: {session.get('logon_time', 'N/A')}")
-                            yaml_output.append(f"   SID: {session.get('sid', 'N/A')}")
-                            yaml_output.append(f"   LUID: {session.get('luid', 'N/A')}")
-
-                            creds_by_ssp = session.get('credentials_by_ssp', {})
-                            if creds_by_ssp:
-                                for ssp, creds in creds_by_ssp.items():
-                                    yaml_output.append(f"   {ssp.upper()}:")
-                                    for j, cred in enumerate(creds, 1):
-                                        yaml_output.append(f"      Credential {j}:")
-                                        for key, value in cred.items():
-                                            if value is not None and value != "":
-                                                if key == 'tickets' and isinstance(value, list) and value:
-                                                    yaml_output.append(f"         {key}: {len(value)} tickets found")
-                                                    for k, ticket in enumerate(value, 1):
-                                                        yaml_output.append(f"            Ticket {k}: Service={ticket.get('service_name', 'N/A')}, Client={ticket.get('client_name', 'N/A')}, Domain={ticket.get('domain_name', 'N/A')}, EndTime={ticket.get('end_time', 'N/A')}")
-                                                else:
-                                                    yaml_output.append(f"         {key}: {value}")
-                            yaml_output.append("")  # Add empty line between sessions
-
-                        display = textwrap.indent(
-                            "\n".join(yaml_output),
-                            "   "
-                        )
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_lsass_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True
-                            },
-                        )
-                        enrichment_result.transforms = [displayable_parsed]
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_lsass_dump_file(file_path, file_enriched)
+            else:
+                # Download the file to a temporary location
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_lsass_dump_file(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing LSASS dump file")
@@ -476,4 +519,4 @@ class LsassDumpParser(EnrichmentModule):
 
 
 def create_enrichment_module() -> EnrichmentModule:
-    return LsassDumpParser()
\ No newline at end of file
+    return LsassDumpParser()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
index a27eeec..b1564e1 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
@@ -8,7 +8,6 @@ from typing import Any
 import msoffcrypto
 import olefile
 import structlog
-from common.helpers import escape_markdown
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -26,7 +25,7 @@ def create_encryption_finding(file_enriched, encryption_hash: str, module_name:
 # Encrypted Document
 The document is encrypted. Attempt to crack it using the following hash:
 ```
-{escape_markdown(encryption_hash)}
+{encryption_hash}
 ```
 """
     display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
@@ -332,7 +331,7 @@ class OfficeAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file extension and type."""
         file_enriched = get_file_enriched(object_id)
 
@@ -350,24 +349,29 @@ class OfficeAnalyzer(EnrichmentModule):
         should_run = has_valid_extension or is_office_type
         return should_run
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Office file using the storage system."""
-        file_enriched = get_file_enriched(object_id)
-        path = file_enriched.path.lower() if file_enriched.path else ""
+    def _analyze_office_document(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze Office document and generate enrichment result.
 
+        Args:
+            file_path: Path to the Office document to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
         enrichment_result = EnrichmentResult(module_name=self.name)
 
-        with self.storage.download(file_enriched.object_id) as file:
+        try:
             # Determine file type and use appropriate parser
             if "openxmlformats" in file_enriched.mime_type.lower():
-                analysis = parse_office_new_file(file.name)
+                analysis = parse_office_new_file(file_path)
             else:
-                analysis = parse_office_ole_file(file.name)
+                analysis = parse_office_ole_file(file_path)
 
             enrichment_result.results = analysis
 
             findings = []
-            transforms = []
+            # transforms = []
 
             # Create finding if document is encrypted
             if analysis.get("encryption_hash"):
@@ -407,7 +411,35 @@ class OfficeAnalyzer(EnrichmentModule):
 
             enrichment_result.findings = findings
 
-        return enrichment_result
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing Office document for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Office file using the storage system.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_office_document(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as file:
+                    return self._analyze_office_document(file.name, file_enriched)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing Office file")
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
index 6ac468b..bc04ae5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
@@ -21,15 +21,12 @@ class ParquetFileParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
 
         # Check if file is a Parquet file
-        should_run = "apache parquet" in file_enriched.magic_type.lower()
-
-        # logger.debug(f"ParquetFileParser should_run: {should_run}")
-        return should_run
+        return "apache parquet" in file_enriched.magic_type.lower()
 
     def _get_parquet_schema_info(self, schema):
         """Extract readable schema information from PyArrow schema."""
@@ -38,135 +35,166 @@ class ParquetFileParser(EnrichmentModule):
             schema_info.append({"name": field.name, "type": str(field.type), "nullable": field.nullable})
         return schema_info
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Parquet file."""
+    def _analyze_parquet(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze Parquet file and generate enrichment result.
+
+        Args:
+            file_path: Path to the Parquet file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+        transforms = []
+
+        try:
+            # Read the Parquet file
+            parquet_file = pq.ParquetFile(file_path)
+
+            # Get metadata
+            file_metadata = parquet_file.metadata
+            num_rows = file_metadata.num_rows
+            num_row_groups = file_metadata.num_row_groups
+            schema = parquet_file.schema.to_arrow_schema()
+            schema_info = self._get_parquet_schema_info(schema)
+
+            # Generate summary report
+            report_lines = []
+
+            # File summary
+            report_lines.append("# Parquet File Summary")
+            report_lines.append(f"\nFile name: {file_enriched.file_name}")
+            report_lines.append(f"Total rows: {num_rows}")
+            report_lines.append(f"Row groups: {num_row_groups}")
+
+            # Schema information
+            report_lines.append("\n## Schema")
+            report_lines.append("\n| Column | Type | Nullable |")
+            report_lines.append("| ------ | ---- | -------- |")
+            for field in schema_info:
+                report_lines.append(f"| {field['name']} | {field['type']} | {field['nullable']} |")
+
+            # Sample data - first 10 rows
+            first_rows = parquet_file.read_row_group(0).to_pandas().head(10)
+            report_lines.append("\n## Sample Data (First 10 rows)")
+
+            # Manually create markdown table to avoid tabulate dependency
+            if not first_rows.empty:
+                # Add column headers
+                report_lines.append("\n| " + " | ".join(str(col) for col in first_rows.columns) + " |")
+                # Add separator line
+                report_lines.append("| " + " | ".join(["---"] * len(first_rows.columns)) + " |")
+                # Add data rows
+                for _, row in first_rows.iterrows():
+                    # Handle different data types and null values
+                    row_values = []
+                    for val in row:
+                        if val is None:
+                            row_values.append("")
+                        elif isinstance(val, (int, float, bool)):
+                            row_values.append(str(val))
+                        else:
+                            # Escape pipe characters in string values
+                            row_values.append(str(val).replace("|", "\\|"))
+                    report_lines.append("| " + " | ".join(row_values) + " |")
+            else:
+                report_lines.append("\n*No data available*")
+
+            # Row group information
+            report_lines.append("\n## Row Group Details")
+            report_lines.append("\n| Group | Rows | Size (bytes) |")
+            report_lines.append("| ----- | ---- | ------------ |")
+            for i in range(num_row_groups):
+                rg = file_metadata.row_group(i)
+                report_lines.append(f"| {i} | {rg.num_rows} | {rg.total_byte_size} |")
+
+            # Create summary report transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
+                tmp_report.write("\n".join(report_lines))
+                tmp_report.flush()
+                report_id = self.storage.upload_file(tmp_report.name)
+
+                transforms.append(
+                    Transform(
+                        type="finding_summary",
+                        object_id=f"{report_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}.md",
+                            "display_type_in_dashboard": "markdown",
+                            "default_display": True,
+                        },
+                    )
+                )
+
+            # Convert to CSV efficiently using chunking
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_csv:
+                writer = csv.writer(tmp_csv)
+
+                # Write header (column names)
+                writer.writerow([field.name for field in schema])
+
+                # Process each row group to handle large files
+                chunksize = 100000  # Number of rows to process at a time
+                for i in range(num_row_groups):
+                    # Read a row group
+                    table = parquet_file.read_row_group(i)
+
+                    # Process in batches to minimize memory usage
+                    for batch in table.to_batches(max_chunksize=chunksize):
+                        # Convert to pandas for easier row iteration
+                        batch_df = batch.to_pandas()
+
+                        # Write rows
+                        writer.writerows(batch_df.values.tolist())
+
+                    # Free memory
+                    del table
+
+                tmp_csv.flush()
+                csv_id = self.storage.upload_file(tmp_csv.name)
+
+                transforms.append(
+                    Transform(
+                        type="parquet_to_csv",
+                        object_id=f"{csv_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}.csv",
+                            "offer_as_download": True,
+                        },
+                    )
+                )
+
+            enrichment_result.transforms = transforms
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing Parquet file for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Parquet file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
-            transforms = []
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Read the Parquet file
-                parquet_file = pq.ParquetFile(temp_file.name)
-
-                # Get metadata
-                file_metadata = parquet_file.metadata
-                num_rows = file_metadata.num_rows
-                num_row_groups = file_metadata.num_row_groups
-                schema = parquet_file.schema.to_arrow_schema()
-                schema_info = self._get_parquet_schema_info(schema)
-
-                # Generate summary report
-                report_lines = []
-
-                # File summary
-                report_lines.append("# Parquet File Summary")
-                report_lines.append(f"\nFile name: {file_enriched.file_name}")
-                report_lines.append(f"Total rows: {num_rows}")
-                report_lines.append(f"Row groups: {num_row_groups}")
-
-                # Schema information
-                report_lines.append("\n## Schema")
-                report_lines.append("\n| Column | Type | Nullable |")
-                report_lines.append("| ------ | ---- | -------- |")
-                for field in schema_info:
-                    report_lines.append(f"| {field['name']} | {field['type']} | {field['nullable']} |")
-
-                # Sample data - first 10 rows
-                first_rows = parquet_file.read_row_group(0).to_pandas().head(10)
-                report_lines.append("\n## Sample Data (First 10 rows)")
-
-                # Manually create markdown table to avoid tabulate dependency
-                if not first_rows.empty:
-                    # Add column headers
-                    report_lines.append("\n| " + " | ".join(str(col) for col in first_rows.columns) + " |")
-                    # Add separator line
-                    report_lines.append("| " + " | ".join(["---"] * len(first_rows.columns)) + " |")
-                    # Add data rows
-                    for _, row in first_rows.iterrows():
-                        # Handle different data types and null values
-                        row_values = []
-                        for val in row:
-                            if val is None:
-                                row_values.append("")
-                            elif isinstance(val, (int, float, bool)):
-                                row_values.append(str(val))
-                            else:
-                                # Escape pipe characters in string values
-                                row_values.append(str(val).replace("|", "\\|"))
-                        report_lines.append("| " + " | ".join(row_values) + " |")
-                else:
-                    report_lines.append("\n*No data available*")
-
-                # Row group information
-                report_lines.append("\n## Row Group Details")
-                report_lines.append("\n| Group | Rows | Size (bytes) |")
-                report_lines.append("| ----- | ---- | ------------ |")
-                for i in range(num_row_groups):
-                    rg = file_metadata.row_group(i)
-                    report_lines.append(f"| {i} | {rg.num_rows} | {rg.total_byte_size} |")
-
-                # Create summary report transform
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
-                    tmp_report.write("\n".join(report_lines))
-                    tmp_report.flush()
-                    report_id = self.storage.upload_file(tmp_report.name)
-
-                    transforms.append(
-                        Transform(
-                            type="finding_summary",
-                            object_id=f"{report_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}.md",
-                                "display_type_in_dashboard": "markdown",
-                                "default_display": True,
-                            },
-                        )
-                    )
-
-                # Convert to CSV efficiently using chunking
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_csv:
-                    writer = csv.writer(tmp_csv)
-
-                    # Write header (column names)
-                    writer.writerow([field.name for field in schema])
-
-                    # Process each row group to handle large files
-                    chunksize = 100000  # Number of rows to process at a time
-                    for i in range(num_row_groups):
-                        # Read a row group
-                        table = parquet_file.read_row_group(i)
-
-                        # Process in batches to minimize memory usage
-                        for batch in table.to_batches(max_chunksize=chunksize):
-                            # Convert to pandas for easier row iteration
-                            batch_df = batch.to_pandas()
-
-                            # Write rows
-                            writer.writerows(batch_df.values.tolist())
-
-                        # Free memory
-                        del table
-
-                    tmp_csv.flush()
-                    csv_id = self.storage.upload_file(tmp_csv.name)
-
-                    transforms.append(
-                        Transform(
-                            type="parquet_to_csv",
-                            object_id=f"{csv_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}.csv",
-                                "offer_as_download": True,
-                            },
-                        )
-                    )
-
-                enrichment_result.transforms = transforms
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_parquet(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_parquet(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing Parquet file")
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
index d32d827..e2c4b89 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
@@ -3,7 +3,6 @@ from datetime import datetime
 from typing import Any
 
 import structlog
-from common.helpers import escape_markdown
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -97,24 +96,23 @@ class PDFAnalyzer(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         # Get the current file_enriched from the database backend
         file_enriched = get_file_enriched(object_id)
+        return "pdf document" in file_enriched.magic_type.lower()
 
-        if file_enriched.magic_type:
-            should_run = "pdf document" in file_enriched.magic_type.lower()
-        else:
-            should_run = False
+    def _analyze_pdf(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze PDF file and generate enrichment result.
 
-        logger.debug(f"PDFAnalyzer should_run: {should_run}")
-        return should_run
+        Args:
+            file_path: Path to the PDF file to analyze
+            file_enriched: File enrichment data
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        # get the current `file_enriched` from the database backend
-        file_enriched = get_file_enriched(object_id)
-
-        with self.storage.download(file_enriched.object_id) as file:
-            analysis = parse_pdf_file(file.name)
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        try:
+            analysis = parse_pdf_file(file_path)
 
             enrichment_result = EnrichmentResult(module_name=self.name)
             enrichment_result.results = analysis
@@ -125,7 +123,7 @@ class PDFAnalyzer(EnrichmentModule):
 # Encrypted PDF
 The document is encrypted. Attempt to crack it using the following hash:
 ```
-{escape_markdown(encryption_hash)}
+{encryption_hash}
 ```
 """
                 display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
@@ -148,6 +146,35 @@ The document is encrypted. Attempt to crack it using the following hash:
 
             return enrichment_result
 
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing PDF file for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process PDF file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            # get the current `file_enriched` from the database backend
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_pdf(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as file:
+                    return self._analyze_pdf(file.name, file_enriched)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing PDF file")
+            return None
+
 
 def create_enrichment_module() -> EnrichmentModule:
     return PDFAnalyzer()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
index 7ac5bd1..d9d2469 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
@@ -49,7 +49,7 @@ def parse_pe_file(file_path: str) -> dict[str, Any]:
         binary = lief.parse(file_path)
 
         if binary is None:
-            lief.lief_errors.parsing_error
+            raise lief.lief_errors.parsing_error("Failed to parse PE file")
 
         # Initialize the result dictionary
         result = {
@@ -69,7 +69,7 @@ def parse_pe_file(file_path: str) -> dict[str, Any]:
             is_dotnet = binary.has_configuration and bool(
                 binary.data_directories.get(lief.PE.DATA_DIRECTORY.CLR_RUNTIME_HEADER, None)
             )
-        except:
+        except Exception:
             is_dotnet = False
 
         # General Information
@@ -226,8 +226,11 @@ def parse_pe_file(file_path: str) -> dict[str, Any]:
             try:
                 tls = binary.tls
                 result["tls"] = {
-                    "callbacks": [callback for callback in tls.callbacks],
-                    "addressof_raw_data": {"start": tls.addressof_raw_data.start, "end": tls.addressof_raw_data.end},
+                    "callbacks": list(tls.callbacks),
+                    "addressof_raw_data": {
+                        "start": tls.addressof_raw_data.start if tls.addressof_raw_data else None,
+                        "end": tls.addressof_raw_data.end if tls.addressof_raw_data else None,
+                    },
                     "addressof_index": tls.addressof_index,
                     "addressof_callbacks": tls.addressof_callbacks,
                     "sizeof_zero_fill": tls.sizeof_zero_fill,
@@ -349,32 +352,67 @@ rule is_pe
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Uses a Yara run to determine if this module should run."""
         # Get the current file_enriched from the database backend
         file_enriched = get_file_enriched(object_id)
 
         # download a max of 1000 bytes
         num_bytes = file_enriched.size if file_enriched.size < 1000 else 1000
-        file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
-        logger.debug(f"pe_analyzer downloaded {len(file_bytes)} bytes")
+
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
-        logger.debug(f"pe_analyzer should_run: {should_run}")
         return should_run
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file using."""
+    def _analyze_pe(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze PE file and generate enrichment result.
+
+        Args:
+            file_path: Path to the PE file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        try:
+            enrichment_result = EnrichmentResult(module_name=self.name)
+            enrichment_result.results = parse_pe_file(file_path)
+            return enrichment_result
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing PE file for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file using.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             # Get the current file_enriched from the database backend
             file_enriched = get_file_enriched(object_id)
 
-            with self.storage.download(file_enriched.object_id) as file:
-                enrichment_result = EnrichmentResult(module_name=self.name)
-                enrichment_result.results = parse_pe_file(file.name)
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_pe(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as file:
+                    return self._analyze_pe(file.name, file_enriched)
+
         except Exception as e:
             logger.exception(e, message="Error in PE file analysis", file_object_id=object_id)
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
index 386a180..2fb97c5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
@@ -2,7 +2,6 @@
 import tempfile
 import threading
 from pathlib import Path
-from typing import Optional
 
 import structlog
 import yara_x
@@ -70,7 +69,7 @@ rule detect_pii
         """)
         self._compiled_rules = self._compiler.build()
 
-    def _get_scanner(self) -> Optional[yara_x.Scanner]:
+    def _get_scanner(self) -> yara_x.Scanner | None:
         """Get or create thread-local scanner instance."""
         if not hasattr(self._thread_local, "scanner"):
             if self._compiled_rules:
@@ -85,16 +84,26 @@ rule detect_pii
         if hasattr(self._thread_local, "scanner"):
             delattr(self._thread_local, "scanner")
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if file should be processed based on size and content."""
         file_enriched = get_file_enriched(object_id)
 
         if file_enriched.is_plaintext:
             if file_enriched.size > self.size_limit:
-                logger.warning(f"File {file_enriched.path} ({file_enriched.size} bytes) exceeds size limit")
-                return False
+                logger.warning(
+                    f"[pii_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
+                )
+
+            if file_path:
+                # Use provided file path - read only the needed bytes
+                with open(file_path, "rb") as f:
+                    num_bytes = min(file_enriched.size, self.size_limit)
+                    file_bytes = f.read(num_bytes)
+            else:
+                # Fallback to downloading the file itself
+                num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+                file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-            file_bytes = self.storage.download_bytes(file_enriched.object_id)
             scanner = self._get_scanner()
             if not scanner:
                 logger.warning("No Yara rules compiled")
@@ -103,7 +112,6 @@ rule detect_pii
             matches = scanner.scan(file_bytes)
             should_run = len(list(matches.matching_rules)) > 0
 
-            logger.debug(f"PIIAnalyzer should_run: {should_run}")
             return should_run
         else:
             return False
@@ -168,100 +176,130 @@ rule detect_pii
 
         return summary
 
-    def process(self, object_id: str) -> Optional[EnrichmentResult]:
-        """Process file to detect PII using Yara rules."""
+    def _analyze_pii(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze file for PII and generate enrichment result.
+
+        Args:
+            file_path: Path to the file to analyze for PII
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        scanner = self._get_scanner()
+        if not scanner:
+            logger.warning("No Yara rules compiled")
+            return None
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+            file_bytes = content.encode("utf-8")
+
+            scan_results = scanner.scan(file_bytes)
+            findings_by_type = {}
+
+            for rule in scan_results.matching_rules:
+                for pattern in rule.patterns:
+                    if pattern.matches:
+                        # Get the pattern name directly from the identifier
+                        # Remove the $ prefix that Yara adds to pattern names
+                        pattern_name = pattern.identifier.lstrip("$")
+                        pii_type = self._categorize_match(pattern_name)
+
+                        if pii_type not in findings_by_type:
+                            findings_by_type[pii_type] = []
+
+                        for match in pattern.matches:
+                            if match.length < 1000:
+                                value = content[match.offset : match.offset + match.length]
+                                context = self._get_match_context(content, match.offset, match.length)
+
+                                findings_by_type[pii_type].append(
+                                    {
+                                        "value": value,
+                                        "context": context,
+                                        "offset": match.offset,
+                                        "length": match.length,
+                                        "pattern_id": pattern_name,  # Store the clean pattern name
+                                    }
+                                )
+
+            if findings_by_type:
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(findings_by_type)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.PII,
+                    finding_name="pii_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=8,
+                    raw_data={"findings": findings_by_type},
+                    data=[display_data],
+                )
+
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"pii_detected": findings_by_type}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    display = "PII Analysis Results\n==================\n\n"
+                    for pii_type, matches in findings_by_type.items():
+                        display += f"{pii_type}:\n"
+                        display += f"  Total instances: {len(matches)}\n"
+                        display += "  Found Values:\n"
+                        for match in matches:
+                            display += f"    - Offset {match['offset']}: {match['value']}\n"
+                        display += "\n"
+
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_pii_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                    enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing PII for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file to detect PII using Yara rules.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            scanner = self._get_scanner()
-            if not scanner:
-                logger.warning("No Yara rules compiled")
-                return None
-
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-                file_bytes = content.encode("utf-8")
-
-                scan_results = scanner.scan(file_bytes)
-                findings_by_type = {}
-
-                for rule in scan_results.matching_rules:
-                    for pattern in rule.patterns:
-                        if pattern.matches:
-                            # Get the pattern name directly from the identifier
-                            # Remove the $ prefix that Yara adds to pattern names
-                            pattern_name = pattern.identifier.lstrip("$")
-                            pii_type = self._categorize_match(pattern_name)
-
-                            if pii_type not in findings_by_type:
-                                findings_by_type[pii_type] = []
-
-                            for match in pattern.matches:
-                                if match.length < 1000:
-                                    value = content[match.offset : match.offset + match.length]
-                                    context = self._get_match_context(content, match.offset, match.length)
-
-                                    findings_by_type[pii_type].append(
-                                        {
-                                            "value": value,
-                                            "context": context,
-                                            "offset": match.offset,
-                                            "length": match.length,
-                                            "pattern_id": pattern_name,  # Store the clean pattern name
-                                        }
-                                    )
-
-                if findings_by_type:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(findings_by_type)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.PII,
-                        finding_name="pii_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=8,
-                        raw_data={"findings": findings_by_type},
-                        data=[display_data],
-                    )
-
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {"pii_detected": findings_by_type}
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                        display = "PII Analysis Results\n==================\n\n"
-                        for pii_type, matches in findings_by_type.items():
-                            display += f"{pii_type}:\n"
-                            display += f"  Total instances: {len(matches)}\n"
-                            display += "  Found Values:\n"
-                            for match in matches:
-                                display += f"    - Offset {match['offset']}: {match['value']}\n"
-                            display += "\n"
-
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_pii_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True,
-                            },
-                        )
-                        enrichment_result.transforms = [displayable_parsed]
-
-                    return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_pii(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_pii(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing file for PII detection")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
index 270c465..b7bbc15 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
@@ -26,6 +26,8 @@ class PuttyParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 50_000_000  # 50MB size limit
+
         # Yara rule to check for Putty registry content
         self.yara_rule = yara_x.compile("""
 rule has_putty_reg
@@ -37,7 +39,7 @@ rule has_putty_reg
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
 
@@ -45,11 +47,17 @@ rule has_putty_reg
         if not (file_enriched.is_plaintext and file_enriched.file_name.lower().endswith(".reg")):
             return False
 
-        # Check for Putty registry content using Yara
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-        logger.debug(f"PuttyParser should_run: {should_run}")
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
     def _parse_putty_reg(self, content: str) -> list[dict]:
@@ -115,73 +123,102 @@ rule has_putty_reg
 
         return summary
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Putty registry file."""
+    def _analyze_putty_registry(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze Putty registry file and generate enrichment result.
+
+        Args:
+            file_path: Path to the Putty registry file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+
+            # Parse the registry content
+            sessions = self._parse_putty_reg(content)
+
+            if sessions:
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(sessions)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="putty_sessions_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=5,
+                    raw_data={"sessions": sessions},
+                    data=[display_data],
+                )
+
+                # Add finding to enrichment result
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"sessions": sessions}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    yaml_output = []
+                    yaml_output.append("Putty Registry Analysis")
+                    yaml_output.append("=====================\n")
+
+                    for session in sessions:
+                        yaml_output.append(f"Session: {session['session_name']}")
+                        for key, value in session.items():
+                            if key != "session_name":
+                                yaml_output.append(f"   {key}: {value}")
+                        yaml_output.append("")
+
+                    display = textwrap.indent("\n".join(yaml_output), "   ")
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing Putty registry for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Putty registry file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-
-                # Parse the registry content
-                sessions = self._parse_putty_reg(content)
-
-                if sessions:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(sessions)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL,
-                        finding_name="putty_sessions_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=5,
-                        raw_data={"sessions": sessions},
-                        data=[display_data],
-                    )
-
-                    # Add finding to enrichment result
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {"sessions": sessions}
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                        yaml_output = []
-                        yaml_output.append("Putty Registry Analysis")
-                        yaml_output.append("=====================\n")
-
-                        for session in sessions:
-                            yaml_output.append(f"Session: {session['session_name']}")
-                            for key, value in session.items():
-                                if key != "session_name":
-                                    yaml_output.append(f"   {key}: {value}")
-                            yaml_output.append("")
-
-                        display = textwrap.indent("\n".join(yaml_output), "   ")
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True,
-                            },
-                        )
-                    enrichment_result.transforms = [displayable_parsed]
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_putty_registry(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_putty_registry(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing Putty registry file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
index b7861f1..3627a49 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
@@ -23,6 +23,8 @@ class SlackRootStateParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 50_000_000  # 50MB size limit
+
         # Yara rule to detect Slack root-state.json files
         self.yara_rule = yara_x.compile("""
 rule Detect_Slack_RootState {
@@ -50,7 +52,7 @@ rule Detect_Slack_RootState {
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
 
@@ -61,11 +63,17 @@ rule Detect_Slack_RootState {
         if "json" not in file_enriched.magic_type.lower():
             return False
 
-        # Run Yara check
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-        logger.debug(f"SlackRootStateParser should_run: {should_run}")
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
     def _parse_timestamp(self, timestamp):
@@ -77,131 +85,160 @@ rule Detect_Slack_RootState {
                 return ""
         return ""
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process Slack root-state.json file."""
+    def _analyze_slack_root_state(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze Slack root-state.json file and generate enrichment result.
+
+        Args:
+            file_path: Path to the Slack root-state.json file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+        transforms = []
+
         try:
-            file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
-            transforms = []
+            with open(file_path, encoding="utf-8") as f:
+                data = json.load(f)
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Load JSON data
-                with open(temp_file.name, encoding="utf-8") as f:
-                    data = json.load(f)
+            # Extract workspaces data
+            workspaces_data = []
+            workspaces = data.get("workspaces", {})
 
-                # Extract workspaces data
-                workspaces_data = []
-                workspaces = data.get("workspaces", {})
+            for workspace_id, workspace_info in workspaces.items():
+                workspaces_data.append(
+                    {
+                        "domain": workspace_info.get("domain", ""),
+                        "id": workspace_info.get("id", workspace_id),
+                        "name": workspace_info.get("name", ""),
+                        "url": workspace_info.get("url", ""),
+                    }
+                )
 
-                for workspace_id, workspace_info in workspaces.items():
-                    workspaces_data.append(
+            # Create workspaces CSV
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_workspaces_csv:
+                writer = csv.writer(tmp_workspaces_csv)
+
+                # Write header
+                writer.writerow(["domain", "id", "name", "url"])
+
+                # Write workspace data
+                for workspace in workspaces_data:
+                    writer.writerow([workspace["domain"], workspace["id"], workspace["name"], workspace["url"]])
+
+                tmp_workspaces_csv.flush()
+                workspaces_csv_id = self.storage.upload_file(tmp_workspaces_csv.name)
+
+                transforms.append(
+                    Transform(
+                        type="slack_workspaces",
+                        object_id=f"{workspaces_csv_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_workspaces.csv",
+                            "offer_as_download": True,
+                        },
+                    )
+                )
+
+            # Extract downloads data
+            downloads_data = []
+            downloads = data.get("downloads", {})
+
+            # Create team name lookup for correlation
+            team_name_lookup = {ws["id"]: ws["name"] for ws in workspaces_data}
+
+            for team_id, team_downloads in downloads.items():
+                for download_id, download_info in team_downloads.items():
+                    downloads_data.append(
                         {
-                            "domain": workspace_info.get("domain", ""),
-                            "id": workspace_info.get("id", workspace_id),
-                            "name": workspace_info.get("name", ""),
-                            "url": workspace_info.get("url", ""),
+                            "id": download_info.get("id", download_id),
+                            "teamId": download_info.get("teamId", team_id),
+                            "team_name": team_name_lookup.get(download_info.get("teamId", team_id), ""),
+                            "userId": download_info.get("userId", ""),
+                            "downloadPath": download_info.get("downloadPath", ""),
+                            "url": download_info.get("url", ""),
+                            "downloadState": download_info.get("downloadState", ""),
+                            "startTime": self._parse_timestamp(download_info.get("startTime")),
+                            "endTime": self._parse_timestamp(download_info.get("endTime")),
                         }
                     )
 
-                # Create workspaces CSV
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_workspaces_csv:
-                    writer = csv.writer(tmp_workspaces_csv)
+            # Create downloads CSV
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_downloads_csv:
+                writer = csv.writer(tmp_downloads_csv)
 
-                    # Write header
-                    writer.writerow(["domain", "id", "name", "url"])
+                # Write header
+                writer.writerow(
+                    [
+                        "id",
+                        "teamId",
+                        "team_name",
+                        "userId",
+                        "downloadPath",
+                        "url",
+                        "downloadState",
+                        "startTime",
+                        "endTime",
+                    ]
+                )
 
-                    # Write workspace data
-                    for workspace in workspaces_data:
-                        writer.writerow([workspace["domain"], workspace["id"], workspace["name"], workspace["url"]])
-
-                    tmp_workspaces_csv.flush()
-                    workspaces_csv_id = self.storage.upload_file(tmp_workspaces_csv.name)
-
-                    transforms.append(
-                        Transform(
-                            type="slack_workspaces",
-                            object_id=f"{workspaces_csv_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_workspaces.csv",
-                                "offer_as_download": True,
-                            },
-                        )
-                    )
-
-                # Extract downloads data
-                downloads_data = []
-                downloads = data.get("downloads", {})
-
-                # Create team name lookup for correlation
-                team_name_lookup = {ws["id"]: ws["name"] for ws in workspaces_data}
-
-                for team_id, team_downloads in downloads.items():
-                    for download_id, download_info in team_downloads.items():
-                        downloads_data.append(
-                            {
-                                "id": download_info.get("id", download_id),
-                                "teamId": download_info.get("teamId", team_id),
-                                "team_name": team_name_lookup.get(download_info.get("teamId", team_id), ""),
-                                "userId": download_info.get("userId", ""),
-                                "downloadPath": download_info.get("downloadPath", ""),
-                                "url": download_info.get("url", ""),
-                                "downloadState": download_info.get("downloadState", ""),
-                                "startTime": self._parse_timestamp(download_info.get("startTime")),
-                                "endTime": self._parse_timestamp(download_info.get("endTime")),
-                            }
-                        )
-
-                # Create downloads CSV
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_downloads_csv:
-                    writer = csv.writer(tmp_downloads_csv)
-
-                    # Write header
+                # Write downloads data
+                for download in downloads_data:
                     writer.writerow(
                         [
-                            "id",
-                            "teamId",
-                            "team_name",
-                            "userId",
-                            "downloadPath",
-                            "url",
-                            "downloadState",
-                            "startTime",
-                            "endTime",
+                            download["id"],
+                            download["teamId"],
+                            download["team_name"],
+                            download["userId"],
+                            download["downloadPath"],
+                            download["url"],
+                            download["downloadState"],
+                            download["startTime"],
+                            download["endTime"],
                         ]
                     )
 
-                    # Write downloads data
-                    for download in downloads_data:
-                        writer.writerow(
-                            [
-                                download["id"],
-                                download["teamId"],
-                                download["team_name"],
-                                download["userId"],
-                                download["downloadPath"],
-                                download["url"],
-                                download["downloadState"],
-                                download["startTime"],
-                                download["endTime"],
-                            ]
-                        )
+                tmp_downloads_csv.flush()
+                downloads_csv_id = self.storage.upload_file(tmp_downloads_csv.name)
 
-                    tmp_downloads_csv.flush()
-                    downloads_csv_id = self.storage.upload_file(tmp_downloads_csv.name)
-
-                    transforms.append(
-                        Transform(
-                            type="slack_downloads",
-                            object_id=f"{downloads_csv_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_downloads.csv",
-                                "offer_as_download": True,
-                            },
-                        )
+                transforms.append(
+                    Transform(
+                        type="slack_downloads",
+                        object_id=f"{downloads_csv_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_downloads.csv",
+                            "offer_as_download": True,
+                        },
                     )
+                )
 
-                enrichment_result.transforms = transforms
-                return enrichment_result
+            enrichment_result.transforms = transforms
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing Slack root-state.json for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process Slack root-state.json file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_slack_root_state(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_slack_root_state(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing Slack root-state.json file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
index a7b875b..8d4d1dd 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
@@ -99,61 +99,92 @@ class SqliteParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
         should_run = (
             "sqlite 3.x database" in file_enriched.magic_type.lower()
             or file_enriched.file_name.lower().endswith(".sqlite")
         )
-        logger.debug(f"SqliteParser should_run: {should_run}, magic_type: {file_enriched.magic_type.lower()}")
         return should_run
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process SQLite database file using the state store."""
+    def _analyze_sqlite_database(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze SQLite database file and generate enrichment result.
+
+        Args:
+            file_path: Path to the SQLite database file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
         try:
-            file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+            # Connect to the SQLite database
+            conn = sqlite3.connect(file_path)
+            # Handle binary data properly to avoid UTF-8 decode errors
+            conn.text_factory = lambda x: x.decode("utf-8", errors="replace") if isinstance(x, bytes) else x
+            cursor = conn.cursor()
 
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                # Connect to the SQLite database
-                conn = sqlite3.connect(temp_file.name)
-                cursor = conn.cursor()
+            # Get all tables
+            cursor.execute("SELECT name FROM sqlite_master WHERE type='table';")
+            tables = [t[0] for t in cursor.fetchall()]
 
-                # Get all tables
-                cursor.execute("SELECT name FROM sqlite_master WHERE type='table';")
-                tables = [t[0] for t in cursor.fetchall()]
+            # Process each table
+            database_data = {}
+            for table in tables:
+                database_data[table] = get_table_data(cursor, table)
 
-                # Process each table
-                database_data = {}
-                for table in tables:
-                    database_data[table] = get_table_data(cursor, table)
+            conn.close()
+            # Store the raw parsed data
+            enrichment_result.results = database_data
 
-                conn.close()
-                # Store the raw parsed data
-                enrichment_result.results = database_data
+            # Create human-readable display
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                display = format_sqlite_data(database_data)
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
 
-                # Create human-readable display
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                    display = format_sqlite_data(database_data)
-                    tmp_display_file.write(display)
-                    tmp_display_file.flush()
+                object_id = self.storage.upload_file(tmp_display_file.name)
 
-                    object_id = self.storage.upload_file(tmp_display_file.name)
-
-                    displayable_parsed = Transform(
-                        type="displayable_parsed",
-                        object_id=f"{object_id}",
-                        metadata={
-                            "file_name": f"{file_enriched.file_name}.txt",
-                            "display_type_in_dashboard": "monaco",
-                            "default_display": True,
-                        },
-                    )
-                enrichment_result.transforms = [displayable_parsed]
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+            enrichment_result.transforms = [displayable_parsed]
 
             return enrichment_result
 
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing SQLite database for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process SQLite database file using the state store.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_sqlite_database(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_sqlite_database(temp_file.name, file_enriched)
+
         except Exception as e:
             logger.exception(e, message="Error processing SQLite database")
             return None
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
index 37ec63f..2292629 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
@@ -22,9 +22,12 @@ class SysprepParser(EnrichmentModule):
     def __init__(self):
         super().__init__("sysprep_parser")
         self.storage = StorageMinio()
+
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 5_000_000  # 5MB size limit
+
         # Yara rule for sysprep.inf detection
         self.yara_rule = yara_x.compile("""
 rule Windows_Unattended_Answer_File {
@@ -65,7 +68,7 @@ rule Windows_Unattended_Answer_File {
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
 
@@ -73,11 +76,17 @@ rule Windows_Unattended_Answer_File {
         if not (file_enriched.is_plaintext and file_enriched.file_name.lower() == "sysprep.inf"):
             return False
 
-        # Run Yara scan
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-        logger.debug(f"SysprepParser should_run: {should_run}, file: {file_enriched.file_name}")
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
     def _parse_sysprep_config(self, config_content: str) -> dict:
@@ -146,79 +155,108 @@ rule Windows_Unattended_Answer_File {
         # Return True if any credential is present and not a placeholder
         return any(cred for cred in credentials if cred and not is_placeholder(cred))
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process sysprep config file and extract credentials."""
+    def _analyze_sysprep(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze sysprep config file and generate enrichment result.
+
+        Args:
+            file_path: Path to the sysprep config file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+
+            # Parse the configuration
+            config = self._parse_sysprep_config(content)
+
+            # Only create finding if real credentials are present
+            if self._has_real_credentials(config):
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(config)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="sysprep_credentials_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=8,
+                    raw_data={"config": config},
+                    data=[display_data],
+                )
+
+                # Add finding to enrichment result
+                enrichment_result.findings = [finding]
+
+            enrichment_result.results = config
+
+            # Create a displayable version of the results
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                # Convert config to YAML with custom formatting
+                yaml_output = []
+                yaml_output.append("Sysprep Configuration Analysis")
+                yaml_output.append("===========================\n")
+
+                for section, values in config.items():
+                    yaml_output.append(f"{section}:")
+                    for key, value in values.items():
+                        # Highlight sensitive fields
+                        if key in ["AdminPassword", "DomainAdmin", "DomainAdminPassword"]:
+                            yaml_output.append(f"   {key}: !!! {value} !!!")
+                        else:
+                            yaml_output.append(f"   {key}: {value}")
+                    yaml_output.append("")  # Add empty line between sections
+
+                display = textwrap.indent("\n".join(yaml_output), "   ")
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
+
+                object_id = self.storage.upload_file(tmp_display_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}_analysis.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+
+            enrichment_result.transforms = [displayable_parsed]
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing sysprep config for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process sysprep config file and extract credentials.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-
-                # Parse the configuration
-                config = self._parse_sysprep_config(content)
-
-                # Only create finding if real credentials are present
-                if self._has_real_credentials(config):
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(config)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL,
-                        finding_name="sysprep_credentials_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=8,
-                        raw_data={"config": config},
-                        data=[display_data],
-                    )
-
-                    # Add finding to enrichment result
-                    enrichment_result.findings = [finding]
-
-                enrichment_result.results = config
-
-                # Create a displayable version of the results
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                    # Convert config to YAML with custom formatting
-                    yaml_output = []
-                    yaml_output.append("Sysprep Configuration Analysis")
-                    yaml_output.append("===========================\n")
-
-                    for section, values in config.items():
-                        yaml_output.append(f"{section}:")
-                        for key, value in values.items():
-                            # Highlight sensitive fields
-                            if key in ["AdminPassword", "DomainAdmin", "DomainAdminPassword"]:
-                                yaml_output.append(f"   {key}: !!! {value} !!!")
-                            else:
-                                yaml_output.append(f"   {key}: {value}")
-                        yaml_output.append("")  # Add empty line between sections
-
-                    display = textwrap.indent("\n".join(yaml_output), "   ")
-                    tmp_display_file.write(display)
-                    tmp_display_file.flush()
-
-                    object_id = self.storage.upload_file(tmp_display_file.name)
-
-                    displayable_parsed = Transform(
-                        type="displayable_parsed",
-                        object_id=f"{object_id}",
-                        metadata={
-                            "file_name": f"{file_enriched.file_name}_analysis.txt",
-                            "display_type_in_dashboard": "monaco",
-                            "default_display": True,
-                        },
-                    )
-                enrichment_result.transforms = [displayable_parsed]
-
-            return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_sysprep(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_sysprep(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing sysprep config file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/text_summarizer/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/text_summarizer/analyzer.py
deleted file mode 100644
index b86dc6e..0000000
--- a/libs/file_enrichment_modules/file_enrichment_modules/text_summarizer/analyzer.py
+++ /dev/null
@@ -1,288 +0,0 @@
-# enrichment_modules/text_summarizer/analyzer.py
-import asyncio
-import json
-import logging
-import os
-import tempfile
-from typing import Annotated, Optional
-
-import psycopg
-import rigging as rg
-import structlog
-from common.models import EnrichmentResult, Transform
-from common.state_helpers import get_file_enriched
-from common.storage import StorageMinio
-from dapr.clients import DaprClient
-from pydantic import StringConstraints
-
-from file_enrichment_modules.module_loader import EnrichmentModule
-
-logger = structlog.get_logger(module=__name__)
-
-str_strip = Annotated[str, StringConstraints(strip_whitespace=True)]
-
-
-class Summary(rg.Model):
-    content: str_strip
-
-
-class TextSummarizer(EnrichmentModule):
-    def __init__(self):
-        super().__init__("text_summarizer")
-        self.storage = StorageMinio()
-
-        logging.getLogger("litellm").setLevel(logging.INFO)  # not working how it should...
-
-        # Check if rigging generator config is available
-        self.rigging_generator = os.getenv("RIGGING_GENERATOR_SUMMARY")
-        if not self.rigging_generator:
-            logger.info("RIGGING_GENERATOR_SUMMARY environment variable not set - text summarization disabled")
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self.postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-    def _has_extracted_text_transform(self, object_id: str) -> tuple[bool, Optional[str]]:
-        """
-        Check if file has an extracted_text transform.
-        Returns a tuple of (has_transform, transform_object_id)
-        """
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT transform_object_id
-                        FROM transforms
-                        WHERE object_id = %s AND type = 'extracted_text'
-                        LIMIT 1
-                        """,
-                        (object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        return True, str(result[0])
-                    return False, None
-        except Exception as e:
-            logger.error(f"Error checking for extracted_text transform: {e}")
-            return False, None
-
-    def should_process(self, object_id: str) -> bool:
-        """Determine if this module should run."""
-        if not self.rigging_generator:
-            return False
-
-        file_enriched = get_file_enriched(object_id)
-
-        # Process if file is plaintext or has extracted_text transform
-        has_transform, _ = self._has_extracted_text_transform(object_id)
-        return file_enriched.is_plaintext or has_transform
-
-    def _get_text_content(self, object_id: str) -> tuple[Optional[str], Optional[str]]:
-        """
-        Get plaintext content from file or extracted text transform.
-        Returns a tuple of (content, source_object_id)
-        """
-        try:
-            # Check if file is plaintext first
-            file_enriched = get_file_enriched(object_id)
-
-            if file_enriched.is_plaintext:
-                try:
-                    file_bytes = self.storage.download_bytes(object_id)
-                    return file_bytes.decode("utf-8", errors="replace"), object_id
-                except Exception as e:
-                    logger.warning(f"Failed to decode plaintext file content: {e}")
-
-            # If not plaintext or decode failed, look for extracted_text transform
-            has_transform, transform_object_id = self._has_extracted_text_transform(object_id)
-            if has_transform and transform_object_id:
-                try:
-                    transform_bytes = self.storage.download_bytes(transform_object_id)
-                    return transform_bytes.decode("utf-8", errors="replace"), transform_object_id
-                except Exception as e:
-                    logger.error(f"Failed to get extracted text transform content: {e}")
-
-            return None, None
-
-        except Exception as e:
-            logger.error(f"Error getting text content: {e}")
-            return None, None
-
-    async def _generate_summary(self, text_content: str) -> str:
-        """Async function to generate summary using rigging."""
-        max_retries = 3
-        attempt = 0
-
-        while attempt < max_retries:
-            try:
-                generator = rg.get_generator(self.rigging_generator)
-
-                response = await generator.chat(
-                    [
-                        {
-                            "role": "system",
-                            "content": """You are a document summarization assistant. Create a concise but thorough
-                        summary of the provided text. Focus on key points and main ideas. Include section headers
-                        to organize the summary. Use markdown formatting.""",
-                        },
-                        {
-                            "role": "user",
-                            "content": f"Please summarize this text, outputing the summary between {Summary.xml_start_tag()}{Summary.xml_end_tag()} tags:\n\n{text_content}",
-                        },
-                    ]
-                ).run()
-
-                summary = response.last.try_parse(Summary)
-                logger.info("Successfully generated summary")
-                return summary.content
-
-            except Exception as e:
-                # Try to check if it's error 529 - need to handle different exception types
-                error_str = str(e).lower()
-
-                # Look for indications of a 529 error in the error message or response
-                if "529" in error_str or "too many requests" in error_str or "rate limit" in error_str:
-                    attempt += 1
-                    if attempt < max_retries:
-                        wait_time = 15
-                        logger.warning(
-                            f"Received what appears to be a rate limit error, waiting {wait_time} seconds before retry (attempt {attempt}/{max_retries})"
-                        )
-                        await asyncio.sleep(wait_time)
-                    else:
-                        logger.error("Max retries reached after apparent rate limit errors")
-                        raise
-                else:
-                    # For any other error, log and re-raise immediately
-                    logger.exception(e, message="Error generating summary")
-
-    def _get_original_file_id(self, transform_object_id: str) -> Optional[str]:
-        """
-        Find the original file ID for an extracted text transform by checking
-        which file has this transform_object_id in its transforms.
-        """
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT object_id
-                        FROM transforms
-                        WHERE transform_object_id = %s AND type = 'extracted_text'
-                        LIMIT 1
-                        """,
-                        (transform_object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        return str(result[0])
-            return None
-        except Exception as e:
-            logger.exception(e, message="Error finding original file for transform")
-            return None
-
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process text content and generate summary using LLM."""
-        try:
-            # First, check if this is an extracted text file or a regular file
-            # If it's an extracted_text transform, we need to find its original file
-            original_file_id = None
-
-            # Check if current object is already a transform (extracted_text)
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        SELECT object_id FROM transforms
-                        WHERE transform_object_id = %s AND type = 'extracted_text'
-                        """,
-                        (object_id,),
-                    )
-                    result = cur.fetchone()
-                    if result:
-                        # This means we're processing an extracted_text file directly
-                        # We should use the original file ID for our transform
-                        original_file_id = str(result[0])
-                        logger.info(f"Processing extracted_text file. Original file is: {original_file_id}")
-
-            # Get the text content to summarize
-            text_content, source_object_id = self._get_text_content(object_id)
-            if not text_content or not source_object_id:
-                logger.error("No text content found to summarize")
-                return None
-
-            # Create the summary
-            summary = asyncio.run(self._generate_summary(text_content))
-
-            # Store the summary as a file
-            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_summary:
-                tmp_summary.write(summary)
-                tmp_summary.flush()
-                summary_id = self.storage.upload_file(tmp_summary.name)
-
-            # IMPORTANT CHANGE: Use the original_file_id (if found) for attaching the transform
-            # This ensures the summary is attached to the original file, not the extracted text
-            target_file_id = original_file_id if original_file_id else object_id
-
-            # Create transform object
-            summary_transform = Transform(
-                type="text_summary",
-                object_id=f"{summary_id}",
-                metadata={
-                    "file_name": "text_summary.md",
-                    "display_type_in_dashboard": "markdown",
-                    "display_title": "Text Summary",
-                    "default_display": True,
-                },
-            )
-
-            # Create the result with the transform
-            enrichment_result = EnrichmentResult(
-                module_name=self.name, dependencies=self.dependencies, transforms=[summary_transform]
-            )
-
-            # Override the object_id in the result to use the original file
-            # This is a key fix - we're changing where the transform gets attached
-            if original_file_id:
-                logger.info(f"Attaching summary transform to original file: {original_file_id}")
-
-                metadata = summary_transform.metadata or {}
-
-                self._add_transform_to_file(original_file_id, "text_summary", f"{summary_id}", metadata)
-
-                # Return None since we manually added the transform
-                # This prevents the transform from being added to the extracted text file
-                return None
-
-            return enrichment_result
-
-        except Exception as e:
-            logger.exception(e, message="Error generating text summary")
-            return None
-
-    def _add_transform_to_file(self, object_id: str, transform_type: str, transform_object_id: str, metadata: dict):
-        """Manually add a transform to a file in the database."""
-        try:
-            with psycopg.connect(self.postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                        VALUES (%s, %s, %s, %s)
-                        """,
-                        (
-                            object_id,
-                            transform_type,
-                            transform_object_id,
-                            json.dumps(metadata) if metadata else None,
-                        ),
-                    )
-                conn.commit()
-                logger.info(f"Added transform {transform_type} to file {object_id}")
-        except Exception as e:
-            logger.exception(e, message=f"Error adding transform to file {object_id}")
-
-
-def create_enrichment_module() -> EnrichmentModule:
-    return TextSummarizer()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
index cecba67..ebf0edf 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
@@ -3,7 +3,6 @@ import base64
 import tempfile
 import xml.etree.ElementTree as ET
 from pathlib import Path
-from typing import Optional
 
 import structlog
 import yara_x
@@ -24,9 +23,12 @@ class UnattendParser(EnrichmentModule):
     def __init__(self):
         super().__init__("unattend_parser")
         self.storage = StorageMinio()
+
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.size_limit = 5_000_000  # 5MB size limit
+
         # Yara rule to detect unattend.xml files
         self.yara_rule = yara_x.compile("""
 rule Detect_Windows_Unattend_XML {
@@ -63,7 +65,7 @@ rule Detect_Windows_Unattend_XML {
 }
         """)
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
 
@@ -71,14 +73,20 @@ rule Detect_Windows_Unattend_XML {
         if not (file_enriched.is_plaintext and file_enriched.file_name.lower() == "unattend.xml"):
             return False
 
-        # Run Yara check
-        file_bytes = self.storage.download_bytes(file_enriched.object_id)
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
-        logger.debug(f"UnattendParser should_run: {should_run}")
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
-    def _decode_password(self, password_value: str, is_plaintext: bool) -> Optional[str]:
+    def _decode_password(self, password_value: str, is_plaintext: bool) -> str | None:
         """Decode base64 password if needed."""
         if not is_plaintext:
             try:
@@ -139,69 +147,146 @@ rule Detect_Windows_Unattend_XML {
 
         return summary
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process unattend.xml file and extract credentials."""
+    def _analyze_unattend_xml(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze unattend.xml file and generate enrichment result.
+
+        Args:
+            file_path: Path to the unattend.xml file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            content = Path(file_path).read_text(encoding="utf-8")
+
+            # Parse the XML and extract credentials
+            credentials = self._parse_unattend_xml(content)
+
+            if credentials:
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(credentials)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="unattend_credentials_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=8,
+                    raw_data={"credentials": credentials},
+                    data=[display_data],
+                )
+
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"credentials": credentials}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    display = "Windows Unattend.xml Analysis\n"
+                    display += "==========================\n\n"
+
+                    for cred in credentials:
+                        display += f"Source: {cred['source']}\n"
+                        display += f"Username: {cred['username']}\n"
+                        display += f"Password: {cred['password']}\n"
+                        display += "-" * 40 + "\n"
+
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                    enrichment_result.transforms = [displayable_parsed]
+
+                # Create finding summary
+                summary_markdown = self._create_finding_summary(credentials)
+
+                # Create display data
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                # Create finding
+                finding = Finding(
+                    category=FindingCategory.CREDENTIAL,
+                    finding_name="unattend_credentials_detected",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=8,
+                    raw_data={"credentials": credentials},
+                    data=[display_data],
+                )
+
+                enrichment_result.findings = [finding]
+                enrichment_result.results = {"credentials": credentials}
+
+                # Create a displayable version of the results
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                    display = "Windows Unattend.xml Analysis\n"
+                    display += "==========================\n\n"
+
+                    for cred in credentials:
+                        display += f"Source: {cred['source']}\n"
+                        display += f"Username: {cred['username']}\n"
+                        display += f"Password: {cred['password']}\n"
+                        display += "-" * 40 + "\n"
+
+                    tmp_display_file.write(display)
+                    tmp_display_file.flush()
+
+                    object_id = self.storage.upload_file(tmp_display_file.name)
+
+                    displayable_parsed = Transform(
+                        type="displayable_parsed",
+                        object_id=f"{object_id}",
+                        metadata={
+                            "file_name": f"{file_enriched.file_name}_analysis.txt",
+                            "display_type_in_dashboard": "monaco",
+                            "default_display": True,
+                        },
+                    )
+                    enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing unattend.xml for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process unattend.xml file and extract credentials.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
-
-                # Parse the XML and extract credentials
-                credentials = self._parse_unattend_xml(content)
-
-                if credentials:
-                    # Create finding summary
-                    summary_markdown = self._create_finding_summary(credentials)
-
-                    # Create display data
-                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                    # Create finding
-                    finding = Finding(
-                        category=FindingCategory.CREDENTIAL,
-                        finding_name="unattend_credentials_detected",
-                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                        origin_name=self.name,
-                        object_id=file_enriched.object_id,
-                        severity=8,
-                        raw_data={"credentials": credentials},
-                        data=[display_data],
-                    )
-
-                    enrichment_result.findings = [finding]
-                    enrichment_result.results = {"credentials": credentials}
-
-                    # Create a displayable version of the results
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                        display = "Windows Unattend.xml Analysis\n"
-                        display += "==========================\n\n"
-
-                        for cred in credentials:
-                            display += f"Source: {cred['source']}\n"
-                            display += f"Username: {cred['username']}\n"
-                            display += f"Password: {cred['password']}\n"
-                            display += "-" * 40 + "\n"
-
-                        tmp_display_file.write(display)
-                        tmp_display_file.flush()
-
-                        object_id = self.storage.upload_file(tmp_display_file.name)
-
-                        displayable_parsed = Transform(
-                            type="displayable_parsed",
-                            object_id=f"{object_id}",
-                            metadata={
-                                "file_name": f"{file_enriched.file_name}_analysis.txt",
-                                "display_type_in_dashboard": "monaco",
-                                "default_display": True,
-                            },
-                        )
-                        enrichment_result.transforms = [displayable_parsed]
-
-                return enrichment_result
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_unattend_xml(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_unattend_xml(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing unattend.xml file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
index 09c2b5f..cffce2d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
@@ -2,7 +2,6 @@
 import tempfile
 import textwrap
 from pathlib import Path
-from typing import Optional
 
 import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
@@ -23,24 +22,24 @@ class VncParser(EnrichmentModule):
     def __init__(self):
         super().__init__("vnc_parser")
         self.storage = StorageMinio()
+
         # Define the fixed DES key used by VNC
         self.des_key = bytes([0x23, 0x52, 0x6A, 0x3B, 0x58, 0x92, 0x67, 0x34])
+
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, state_key: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
-        file_enriched = get_file_enriched(state_key)
-        # Check if file appears to be a VNC config file
+        file_enriched = get_file_enriched(object_id)
         should_run = (
             file_enriched.file_name.lower().endswith(".ini")
             and "vnc" in file_enriched.file_name.lower()
             and "text" in file_enriched.magic_type.lower()
         )
-        logger.debug(f"VncParser should_run: {should_run}, magic_type: {file_enriched.magic_type.lower()}")
         return should_run
 
-    def _decrypt_password(self, encrypted_hex: str) -> Optional[str]:
+    def _decrypt_password(self, encrypted_hex: str) -> str | None:
         """Decrypt the VNC password using the fixed DES key."""
         try:
             # Convert hex string to bytes
@@ -102,87 +101,116 @@ class VncParser(EnrichmentModule):
 
         return config
 
-    def process(self, state_key: str) -> EnrichmentResult | None:
-        """Process VNC config file and decrypt password if present."""
+    def _analyze_vnc_config(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze VNC config file and generate enrichment result.
+
+        Args:
+            file_path: Path to the VNC config file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
         try:
-            file_enriched = get_file_enriched(state_key)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+            content = Path(file_path).read_text(encoding="utf-8")
 
-            # Download and read the file
-            with self.storage.download(file_enriched.object_id) as temp_file:
-                content = Path(temp_file.name).read_text(encoding="utf-8")
+            # Parse the configuration
+            config = self._parse_vnc_config(content)
 
-                # Parse the configuration
-                config = self._parse_vnc_config(content)
+            # Extract and decrypt password if present
+            server_config = config.get("Server", {})
+            if "Password" in server_config:
+                decrypted_password = self._decrypt_password(server_config["Password"])
+                if decrypted_password:
+                    server_config["DecryptedPassword"] = decrypted_password
 
-                # Extract and decrypt password if present
-                server_config = config.get("Server", {})
-                if "Password" in server_config:
-                    decrypted_password = self._decrypt_password(server_config["Password"])
-                    if decrypted_password:
-                        server_config["DecryptedPassword"] = decrypted_password
+                    # Create finding summary
+                    summary_markdown = self._create_finding_summary(config, decrypted_password)
 
-                        # Create finding summary
-                        summary_markdown = self._create_finding_summary(config, decrypted_password)
+                    # Create display data
+                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
-                        # Create display data
-                        display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                        # Create finding
-                        finding = Finding(
-                            category=FindingCategory.CREDENTIAL,
-                            finding_name="vnc_password_detected",
-                            origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                            origin_name=self.name,
-                            object_id=file_enriched.object_id,
-                            severity=7,
-                            raw_data={"config": config},
-                            data=[display_data],
-                        )
-
-                        # Add finding to enrichment result
-                        if not enrichment_result.findings:
-                            enrichment_result.findings = []
-                        enrichment_result.findings.append(finding)
-
-                enrichment_result.results = config
-
-                # Create a displayable version of the results
-                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
-                    # Convert config to YAML with custom formatting
-                    yaml_output = []
-                    yaml_output.append("VNC Configuration Analysis")
-                    yaml_output.append("========================\n")
-
-                    for section, values in config.items():
-                        yaml_output.append(f"{section}:")
-                        for key, value in values.items():
-                            # Highlight the decrypted password if present
-                            if key == "DecryptedPassword":
-                                yaml_output.append(f"   {key}: !!! {value} !!!")
-                            else:
-                                yaml_output.append(f"   {key}: {value}")
-                        yaml_output.append("")  # Add empty line between sections
-
-                    display = textwrap.indent("\n".join(yaml_output), "   ")
-                    tmp_display_file.write(display)
-                    tmp_display_file.flush()
-
-                    object_id = self.storage.upload_file(tmp_display_file.name)
-
-                    displayable_parsed = Transform(
-                        type="displayable_parsed",
-                        object_id=f"{object_id}",
-                        metadata={
-                            "file_name": f"{file_enriched.file_name}_analysis.txt",
-                            "display_type_in_dashboard": "monaco",
-                            "default_display": True,
-                        },
+                    # Create finding
+                    finding = Finding(
+                        category=FindingCategory.CREDENTIAL,
+                        finding_name="vnc_password_detected",
+                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                        origin_name=self.name,
+                        object_id=file_enriched.object_id,
+                        severity=7,
+                        raw_data={"config": config},
+                        data=[display_data],
                     )
-                enrichment_result.transforms = [displayable_parsed]
+
+                    # Add finding to enrichment result
+                    if not enrichment_result.findings:
+                        enrichment_result.findings = []
+                    enrichment_result.findings.append(finding)
+
+            enrichment_result.results = config
+
+            # Create a displayable version of the results
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                # Convert config to YAML with custom formatting
+                yaml_output = []
+                yaml_output.append("VNC Configuration Analysis")
+                yaml_output.append("========================\n")
+
+                for section, values in config.items():
+                    yaml_output.append(f"{section}:")
+                    for key, value in values.items():
+                        # Highlight the decrypted password if present
+                        if key == "DecryptedPassword":
+                            yaml_output.append(f"   {key}: !!! {value} !!!")
+                        else:
+                            yaml_output.append(f"   {key}: {value}")
+                    yaml_output.append("")  # Add empty line between sections
+
+                display = textwrap.indent("\n".join(yaml_output), "   ")
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
+
+                object_id = self.storage.upload_file(tmp_display_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}_analysis.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+            enrichment_result.transforms = [displayable_parsed]
 
             return enrichment_result
 
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing VNC config for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process VNC config file and decrypt password if present.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_vnc_config(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_vnc_config(temp_file.name, file_enriched)
+
         except Exception as e:
             logger.exception(e, message="Error processing VNC config file")
             return None
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
index f91bc4f..f51e6b1 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
@@ -17,7 +17,7 @@ def yara_match_to_markdown(match):
         f"# Yara Rule: {match['rule_name']}",
     ]
     try:
-        if 'rule_description' in match and match['rule_description']:
+        if "rule_description" in match and match["rule_description"]:
             markdown.append(f"{match['rule_description']}\n")
 
         markdown.append('### Matches\nMatching strings in the form of "<offset>: <matched data>".')
@@ -34,7 +34,7 @@ def yara_match_to_markdown(match):
 
         markdown.append("```\n")
 
-        if 'rule_text' in match and match['rule_text']:
+        if "rule_text" in match and match["rule_text"]:
             markdown.extend(["# Rule Text", f"```yara\n{match['rule_text']}"])
         else:
             markdown.extend(["# Rule Text", "```text\n*Rule text not available*"])
@@ -60,116 +60,137 @@ class YaraScanner(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Always returns True as Yara scanning should run on all files."""
         return True
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
-        """Process file using Yara scanning."""
-        try:
-            # Get the current file_enriched from the database backend
-            file_enriched = get_file_enriched(object_id)
+    def _analyze_yara(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze file using Yara rules and generate enrichment result.
 
-            with self.storage.download(file_enriched.object_id) as file:
-                # Get scan results
-                scan_results = self.rule_manager.match(file.name)
+        Args:
+            file_path: Path to the file to analyze with Yara
+            file_enriched: File enrichment data
 
-                enrichment_result = EnrichmentResult(module_name=self.name)
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        # Get scan results
+        scan_results = self.rule_manager.match(file_path)
 
-                yara_matches = []
-                for rule in scan_results:
-                    rule_text = self.rule_manager.get_rule_content(rule.identifier)
-                    yara_match = {"rule_name": rule.identifier, "rule_string_matches": [], "rule_text": rule_text}
+        enrichment_result = EnrichmentResult(module_name=self.name)
 
-                    # Add metadata if available
-                    metadata_dict = dict(rule.metadata)
-                    if "description" in metadata_dict:
-                        yara_match["rule_description"] = metadata_dict["description"]
+        yara_matches = []
+        for rule in scan_results:
+            rule_text = self.rule_manager.get_rule_content(rule.identifier)
+            yara_match = {"rule_name": rule.identifier, "rule_string_matches": [], "rule_text": rule_text}
 
-                    # Process patterns (strings in yara-x)
-                    for pattern in rule.patterns:
-                        if pattern.matches:  # Only process patterns that had matches
-                            string_match = {
-                                "identifier": pattern.identifier,
-                                "yara_string_match_instances": [],
-                            }
+            # Add metadata if available
+            metadata_dict = dict(rule.metadata)
+            if "description" in metadata_dict:
+                yara_match["rule_description"] = metadata_dict["description"]
 
-                            for match in pattern.matches:
-                                if match.length < 1000:
-                                    # Read the matched data from the file
-                                    with open(file.name, "rb") as f:
-                                        f.seek(match.offset)
-                                        matched_data = f.read(match.length)
+            # Process patterns (strings in yara-x)
+            for pattern in rule.patterns:
+                if pattern.matches:  # Only process patterns that had matches
+                    string_match = {
+                        "identifier": pattern.identifier,
+                        "yara_string_match_instances": [],
+                    }
 
-                                        string_match_instance = {
-                                            "offset": match.offset,
-                                            "length": match.length,
-                                        }
+                    for match in pattern.matches:
+                        if match.length < 1000:
+                            # Read the matched data from the file
+                            with open(file_path, "rb") as f:
+                                f.seek(match.offset)
+                                matched_data = f.read(match.length)
 
-                                        # Always include base64 representation for compatibility
-                                        string_match_instance["matched_data_b64"] = base64.b64encode(
-                                            matched_data
-                                        ).decode("utf-8")
+                                string_match_instance = {
+                                    "offset": match.offset,
+                                    "length": match.length,
+                                }
 
-                                        # Format differently based on file type
-                                        if hasattr(file_enriched, "is_plaintext") and file_enriched.is_plaintext:
-                                            try:
-                                                # Try to decode as UTF-8
-                                                string_match_instance["matched_data_text"] = matched_data.decode(
-                                                    "utf-8"
-                                                )
-                                            except UnicodeDecodeError:
-                                                try:
-                                                    # Fallback to a more lenient encoding
-                                                    string_match_instance["matched_data_text"] = matched_data.decode(
-                                                        "unicode_escape"
-                                                    )
-                                                except:
-                                                    # If both decodings fail, use hex format
-                                                    string_match_instance["matched_data_hex"] = format_hex_like_xxd(
-                                                        matched_data
-                                                    )
-                                        else:
-                                            # Binary file - format as hex
+                                # Always include base64 representation for compatibility
+                                string_match_instance["matched_data_b64"] = base64.b64encode(matched_data).decode(
+                                    "utf-8"
+                                )
+
+                                # Format differently based on file type
+                                if hasattr(file_enriched, "is_plaintext") and file_enriched.is_plaintext:
+                                    try:
+                                        # Try to decode as UTF-8
+                                        string_match_instance["matched_data_text"] = matched_data.decode("utf-8")
+                                    except UnicodeDecodeError:
+                                        try:
+                                            # Fallback to a more lenient encoding
+                                            string_match_instance["matched_data_text"] = matched_data.decode(
+                                                "unicode_escape"
+                                            )
+                                        except:
+                                            # If both decodings fail, use hex format
                                             string_match_instance["matched_data_hex"] = format_hex_like_xxd(
                                                 matched_data
                                             )
                                 else:
-                                    logger.warning(
-                                        f"Yara match for rule '{rule.identifier}' is length {match.length}, not including in base64 data"
-                                    )
-                                    string_match_instance = {
-                                        "offset": match.offset,
-                                        "length": match.length,
-                                    }
-                                string_match["yara_string_match_instances"].append(string_match_instance)
-
-                            yara_match["rule_string_matches"].append(string_match)
-
-                            summary_markdown = yara_match_to_markdown(yara_match)
-                            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                            finding = Finding(
-                                category=FindingCategory.YARA_MATCH,
-                                finding_name="yara_match",
-                                origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                                origin_name=self.name,
-                                object_id=file_enriched.object_id,
-                                severity=8,
-                                raw_data={"match": yara_match},
-                                data=[display_data],
+                                    # Binary file - format as hex
+                                    string_match_instance["matched_data_hex"] = format_hex_like_xxd(matched_data)
+                        else:
+                            logger.warning(
+                                f"Yara match for rule '{rule.identifier}' is length {match.length}, not including in base64 data"
                             )
+                            string_match_instance = {
+                                "offset": match.offset,
+                                "length": match.length,
+                            }
+                        string_match["yara_string_match_instances"].append(string_match_instance)
 
-                            if not enrichment_result.findings:
-                                enrichment_result.findings = []
+                    yara_match["rule_string_matches"].append(string_match)
 
-                            enrichment_result.findings.append(finding)
+                    summary_markdown = yara_match_to_markdown(yara_match)
+                    display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
-                    yara_matches.append(yara_match)
+                    finding = Finding(
+                        category=FindingCategory.YARA_MATCH,
+                        finding_name="yara_match",
+                        origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                        origin_name=self.name,
+                        object_id=file_enriched.object_id,
+                        severity=8,
+                        raw_data={"match": yara_match},
+                        data=[display_data],
+                    )
 
-                if yara_matches:
-                    enrichment_result.results = {"yara_matches": yara_matches}
-                    return enrichment_result
+                    if not enrichment_result.findings:
+                        enrichment_result.findings = []
+
+                    enrichment_result.findings.append(finding)
+
+            yara_matches.append(yara_match)
+
+        if yara_matches:
+            enrichment_result.results = {"yara_matches": yara_matches}
+            return enrichment_result
+        return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file using Yara scanning.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            # Get the current file_enriched from the database backend
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_yara(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_yara(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error in process()")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
index 94743f9..639e1a3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
@@ -223,7 +223,7 @@ class YaraRuleManager:
         """
         scanner = self._get_scanner()
         if not scanner:
-            logger.warning("No Yara rules compiled")
+            logger.debug("No Yara rules compiled")
             return []
         try:
             # Check if target is a string that could be a file path
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index 8ef2d75..43d8c14 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -25,73 +25,3 @@ ruff = "^0.9.2"
 requires = ["poetry-core>=2.0.0,<3.0.0"]
 build-backend = "poetry.core.masonry.api"
 
-[tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-    "office2john.py",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
-
diff --git a/mkdocs.yml b/mkdocs.yml
index b20cbd5..48de18a 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -21,6 +21,8 @@ nav:
     - troubleshooting.md
     - performance.md
     - yara.md
+    - chromium.md
+    - agents.md
 
   - Services:
     - dapr.md
diff --git a/projects/InspectAssembly/Dockerfile b/projects/InspectAssembly/Dockerfile
deleted file mode 100644
index 9c8b286..0000000
--- a/projects/InspectAssembly/Dockerfile
+++ /dev/null
@@ -1,25 +0,0 @@
-# Use the official .NET SDK image as the base image for building
-FROM mcr.microsoft.com/dotnet/sdk:6.0 AS build
-WORKDIR /src
-
-# Copy the solution file and project files
-COPY ["InspectAssembly.sln", "./"]
-COPY ["InspectAssembly/InspectAssembly.csproj", "InspectAssembly/"]
-
-# Restore NuGet packages
-RUN dotnet restore
-
-# Copy the remaining source code
-COPY . .
-
-# Build the application
-RUN dotnet build "InspectAssembly/InspectAssembly.csproj" -c Release -o /app/build
-
-# Publish the application
-RUN dotnet publish "InspectAssembly/InspectAssembly.csproj" -c Release -o /app/publish
-
-# Create the runtime image
-FROM mcr.microsoft.com/dotnet/runtime:6.0
-WORKDIR /app
-COPY --from=build /app/publish .
-ENTRYPOINT ["dotnet", "InspectAssembly.dll"]
\ No newline at end of file
diff --git a/projects/InspectAssembly/InspectAssembly.sln b/projects/InspectAssembly/InspectAssembly.sln
deleted file mode 100755
index bb7a313..0000000
--- a/projects/InspectAssembly/InspectAssembly.sln
+++ /dev/null
@@ -1,25 +0,0 @@
-
-Microsoft Visual Studio Solution File, Format Version 12.00
-# Visual Studio Version 17
-VisualStudioVersion = 17.3.32804.467
-MinimumVisualStudioVersion = 10.0.40219.1
-Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "InspectAssembly", "InspectAssembly\InspectAssembly.csproj", "{89A5830C-EE94-4917-A978-30572339A1C7}"
-EndProject
-Global
-	GlobalSection(SolutionConfigurationPlatforms) = preSolution
-		Debug|Any CPU = Debug|Any CPU
-		Release|Any CPU = Release|Any CPU
-	EndGlobalSection
-	GlobalSection(ProjectConfigurationPlatforms) = postSolution
-		{89A5830C-EE94-4917-A978-30572339A1C7}.Debug|Any CPU.ActiveCfg = Debug|Any CPU
-		{89A5830C-EE94-4917-A978-30572339A1C7}.Debug|Any CPU.Build.0 = Debug|Any CPU
-		{89A5830C-EE94-4917-A978-30572339A1C7}.Release|Any CPU.ActiveCfg = Release|Any CPU
-		{89A5830C-EE94-4917-A978-30572339A1C7}.Release|Any CPU.Build.0 = Release|Any CPU
-	EndGlobalSection
-	GlobalSection(SolutionProperties) = preSolution
-		HideSolutionNode = FALSE
-	EndGlobalSection
-	GlobalSection(ExtensibilityGlobals) = postSolution
-		SolutionGuid = {A7AFB945-4341-4030-8505-E330F939BE35}
-	EndGlobalSection
-EndGlobal
diff --git a/projects/InspectAssembly/InspectAssembly/InspectAssembly.csproj b/projects/InspectAssembly/InspectAssembly/InspectAssembly.csproj
deleted file mode 100755
index 9aacdd5..0000000
--- a/projects/InspectAssembly/InspectAssembly/InspectAssembly.csproj
+++ /dev/null
@@ -1,15 +0,0 @@
-<Project Sdk="Microsoft.NET.Sdk">
-
-  <PropertyGroup>
-    <OutputType>Exe</OutputType>
-    <TargetFramework>net6.0</TargetFramework>
-    <ImplicitUsings>enable</ImplicitUsings>
-    <Nullable>enable</Nullable>
-  </PropertyGroup>
-
-  <ItemGroup>
-    <PackageReference Include="Mono.Cecil" Version="0.11.4" />
-    <PackageReference Include="Newtonsoft.Json" Version="13.0.1" />
-  </ItemGroup>
-
-</Project>
diff --git a/projects/InspectAssembly/InspectAssembly/Program.cs b/projects/InspectAssembly/InspectAssembly/Program.cs
deleted file mode 100755
index 99eda52..0000000
--- a/projects/InspectAssembly/InspectAssembly/Program.cs
+++ /dev/null
@@ -1,431 +0,0 @@
-using System;
-using System.Collections.Generic;
-using System.Diagnostics;
-using System.IO;
-using System.Linq;
-using System.Net;
-using System.Reflection;
-using System.Security.Cryptography;
-using Mono.Cecil;
-using Newtonsoft.Json;
-
-namespace InspectAssembly
-{
-    class Program
-    {
-        private const string BF_DESERIALIZE = "System.Runtime.Serialization.Formatters.Binary.BinaryFormatter::Deserialize";
-        private const string DC_JSON_READ_OBJ = "System.Runtime.Serialization.Json.DataContractJsonSerializer::ReadObject";
-        private const string DC_XML_READ_OBJ = "System.Runtime.Serialization.Xml.DataContractSerializer::ReadObject";
-        private const string JS_SERIALIZER_DESERIALIZE = "System.Web.Script.Serialization.JavaScriptSerializer::Deserialize";
-        private const string LOS_FORMATTER_DESERIALIZE = "System.Web.UI.LosFormatter::Deserialize";
-        private const string NET_DATA_CONTRACT_READ_OBJ = "System.Runtime.Serialization.NetDataContractSerializer::ReadObject";
-        private const string NET_DATA_CONTRACT_DESERIALIZE = "System.Runtime.Serialization.NetDataContractSerializer::Deserialize";
-        private const string OBJ_STATE_FORMATTER_DESERIALIZE = "System.Web.UI.ObjectStateFormatter::Deserialize";
-        private const string SOAP_FORMATTER_DESERIALIZE = "System.Runtime.Serialization.Formatters.Soap.SoapFormatter::Deserialize";
-        private const string XML_SERIALIZER_DESERIALIZE = "System.Xml.Serialization.XmlSerializer::Deserialize";
-        private const string REGISTER_CHANNEL = "System.Runtime.Remoting.Channels.ChannelServices::RegisterChannel";
-        private const string WCF_SERVER_STRING = "System.ServiceModel.ServiceHost::AddServiceEndpoint";
-        private const string WCF_CLIENT_STRING = "System.ServiceModel.ChannelFactory::CreateChannel";
-        private const string JSCRIPT_EVALUATION = "Microsoft.JScript.Eval::JScriptEvaluate";
-        private const string POWERSHELL_EVALUATION = "System.Management.Automation.Runspaces.Pipeline::Invoke";
-        private const string PROCESS_START = "System.Diagnostics.Process::Start";
-
-        private static string[] wcfServerGadgetNames = { WCF_SERVER_STRING };
-
-
-        static void Main(string[] args)
-        {
-            //JsonConvert.SerializeObject()
-            if (args.Length != 1)
-            {
-                Console.WriteLine("{\"error\": \"no file path provided\"}");
-                return;
-            }
-            else if (!File.Exists(args[0]))
-            {
-                Console.WriteLine($"{{\"error\": \"file path {args[0]} does not exist\"}}");
-                return;
-            }
-
-            var assemblyPath = args[0];
-
-            try
-            {
-                // Make sure that the target is actually an assembly before we get started
-                AssemblyName assemblyName = AssemblyName.GetAssemblyName(assemblyPath);
-            }
-            catch
-            {
-                Console.WriteLine($"{{\"error\": \"file path {args[0]} is not an assembly\"}}");
-                return;
-            }
-
-            AssemblyAnalysis result = AnalyzeAssembly(assemblyPath);
-            Console.WriteLine(JsonConvert.SerializeObject(result));
-        }
-
-        public static Dictionary<string, MethodInfo[]> FormatGadgets(Dictionary<string, MethodInfo[]> tmp)
-        {
-            Dictionary<string, MethodInfo[]> gadgets = new Dictionary<string, MethodInfo[]>();
-
-            foreach (var key in tmp.Keys)
-            {
-                string[] gadgetParts = key.Replace("::", "|").Split('|');
-                string gadget;
-                if (gadgetParts.Length != 2)
-                    gadget = key;
-                else
-                {
-                    string[] typeParts = gadgetParts[0].Split('.');
-                    gadget = String.Format("{0}::{1}()", typeParts[typeParts.Length - 1], gadgetParts[1]);
-                }
-
-                MethodInfo[] result = tmp[key].Distinct().Select((o) =>
-                {
-                    return o;
-                }).ToArray();
-
-                gadgets[gadget] = result;
-            }
-            return gadgets;
-        }
-
-        internal struct AssemblyAnalysis
-        {
-            string AssemblyName;
-            public string[] RemotingChannels;
-            public bool IsWCFServer;
-            public bool IsWCFClient;
-            public Dictionary<string, MethodInfo[]> SerializationGadgetCalls;
-            public Dictionary<string, MethodInfo[]> WcfServerCalls;
-            public Dictionary<string, MethodInfo[]> ClientCalls;
-            public Dictionary<string, MethodInfo[]> RemotingCalls;
-            public Dictionary<string, MethodInfo[]> ExecutionCalls;
-
-            public AssemblyAnalysis(string assemblyName, GadgetItem[] items)
-            {
-                AssemblyName = assemblyName;
-                IsWCFClient = false;
-                IsWCFServer = false;
-                Dictionary<string, List<MethodInfo>> temp = new Dictionary<string, List<MethodInfo>>();
-                Dictionary<string, List<MethodInfo>> tempClient = new Dictionary<string, List<MethodInfo>>();
-                Dictionary<string, List<MethodInfo>> tempServer = new Dictionary<string, List<MethodInfo>>();
-                Dictionary<string, List<MethodInfo>> tempRemoting = new Dictionary<string, List<MethodInfo>>();
-                Dictionary<string, List<MethodInfo>> tempExecution = new Dictionary<string, List<MethodInfo>>();
-                List<string> dnRemotingChannels = new List<string>();
-
-                foreach (var gadget in items)
-                {
-                    if (gadget.IsWCFClient && !tempClient.ContainsKey(gadget.GadgetName))
-                        tempClient[gadget.GadgetName] = new List<MethodInfo>();
-                    else if (gadget.IsWCFServer && !tempServer.ContainsKey(gadget.GadgetName))
-                        tempServer[gadget.GadgetName] = new List<MethodInfo>();
-                    if (gadget.IsDotNetRemoting && !tempClient.ContainsKey(gadget.GadgetName))
-                        tempRemoting[gadget.GadgetName] = new List<MethodInfo>();
-                    if (gadget.IsExecution && !tempClient.ContainsKey(gadget.GadgetName))
-                        tempExecution[gadget.GadgetName] = new List<MethodInfo>();
-                    else if (!temp.ContainsKey(gadget.GadgetName))
-                        temp[gadget.GadgetName] = new List<MethodInfo>();
-                    if (gadget.IsWCFClient)
-                    {
-                        tempClient[gadget.GadgetName].Add(new MethodInfo()
-                        {
-                            MethodName = gadget.MethodAppearance,
-                            FilterLevel = gadget.FilterLevel
-                        });
-                    }
-                    else if (gadget.IsWCFServer)
-                    {
-                        tempServer[gadget.GadgetName].Add(new MethodInfo()
-                        {
-                            MethodName = gadget.MethodAppearance,
-                            FilterLevel = gadget.FilterLevel
-                        });
-                    }
-                    else if (gadget.IsDotNetRemoting)
-                    {
-                        tempRemoting[gadget.GadgetName].Add(new MethodInfo()
-                        {
-                            MethodName = gadget.MethodAppearance,
-                            FilterLevel = gadget.FilterLevel
-                        });
-                    }
-                    else if (gadget.IsExecution)
-                    {
-                        tempExecution[gadget.GadgetName].Add(new MethodInfo()
-                        {
-                            MethodName = gadget.MethodAppearance,
-                            FilterLevel = gadget.FilterLevel
-                        });
-                    }
-                    else
-                    {
-                        temp[gadget.GadgetName].Add(new MethodInfo()
-                        {
-                            MethodName = gadget.MethodAppearance,
-                            FilterLevel = gadget.FilterLevel
-                        });
-                    }
-                    if (gadget.IsDotNetRemoting)
-                        dnRemotingChannels.Add(gadget.RemotingChannel);
-                }
-                RemotingChannels = dnRemotingChannels.ToArray();
-                SerializationGadgetCalls = new Dictionary<string, MethodInfo[]>();
-                ClientCalls = new Dictionary<string, MethodInfo[]>();
-                WcfServerCalls = new Dictionary<string, MethodInfo[]>();
-                RemotingCalls = new Dictionary<string, MethodInfo[]>();
-                ExecutionCalls = new Dictionary<string, MethodInfo[]>();
-                foreach (var key in temp.Keys)
-                {
-                    if (!string.IsNullOrEmpty(key))
-                        SerializationGadgetCalls[key] = temp[key].ToArray();
-                }
-                foreach (var key in tempClient.Keys)
-                {
-                    if (!string.IsNullOrEmpty(key))
-                        ClientCalls[key] = tempClient[key].ToArray();
-                }
-                foreach (var key in tempServer.Keys)
-                {
-                    if (!string.IsNullOrEmpty(key))
-                        WcfServerCalls[key] = tempServer[key].ToArray();
-                }
-                foreach (var key in tempRemoting.Keys)
-                {
-                    if (!string.IsNullOrEmpty(key))
-                        RemotingCalls[key] = tempRemoting[key].ToArray();
-                }
-                foreach (var key in tempExecution.Keys)
-                {
-                    if (!string.IsNullOrEmpty(key))
-                        ExecutionCalls[key] = tempExecution[key].ToArray();
-                }
-            }
-
-            public override string ToString()
-            {
-                string fmtStr = "";
-                var tmp = SerializationGadgetCalls;
-                if (RemotingChannels.Length > 0)
-                {
-                    fmtStr += string.Format("  .NET Remoting Channels:\n");
-                    foreach (var chan in RemotingChannels)
-                        fmtStr += string.Format("    {0}\n", chan);
-                }
-                if (RemotingCalls.Keys.Count > 0)
-                {
-                    fmtStr += "  .NET Remoting:\n";
-                    fmtStr += FormatGadgets(RemotingCalls);
-                    //Console.WriteLine(FormatGadgets(RemotingCalls));
-
-                    fmtStr += "    Remoting Channels:\n";
-                    if (RemotingChannels.Length > 0)
-                    {
-                        foreach (var chan in RemotingChannels)
-                            fmtStr += string.Format("      {0}\n", chan);
-                    }
-                }
-                if (ClientCalls.Keys.Count > 0)
-                {
-                    fmtStr += "  WCFClient Gadgets:\n";
-                    fmtStr += FormatGadgets(ClientCalls);
-                }
-                if (WcfServerCalls.Keys.Count > 0)
-                {
-                    fmtStr += "  WCFServer Gadgets:\n";
-                    fmtStr += FormatGadgets(WcfServerCalls);
-                }
-                if (SerializationGadgetCalls.Keys.Count > 0)
-                {
-                    fmtStr += "  Serialization Gadgets:\n";
-                    fmtStr += FormatGadgets(SerializationGadgetCalls);
-                }
-                if (fmtStr != "")
-                    fmtStr = String.Format("Assembly Name: {0}\n", AssemblyName) + fmtStr;
-                return fmtStr;
-            }
-        }
-
-        public struct MethodInfo
-        {
-            public string MethodName;
-            public string FilterLevel;
-
-            public override string ToString()
-            {
-                return !string.IsNullOrEmpty(FilterLevel) ? string.Format("{0} (Filter Level: {1})", MethodName, FilterLevel) : MethodName;
-            }
-        }
-
-        internal struct GadgetItem
-        {
-            internal bool IsDotNetRemoting;
-            internal string RemotingChannel;
-            internal bool IsWCFServer;
-            internal bool IsWCFClient;
-            internal bool IsExecution;
-            internal string GadgetName;
-            internal string FilterLevel;
-            internal string MethodAppearance;
-
-            public override string ToString()
-            {
-                //Console.WriteLine("[+] Assembly registers a .NET Remoting channel ({0}) in {1}.{2}", dnrChannel[5], method.t.Name, method.m.Name);
-                string[] gadgetParts = GadgetName.Replace("::", "|").Split('|');
-                string gadget;
-                if (gadgetParts.Length != 2)
-                    gadget = GadgetName;
-                else
-                {
-                    string[] typeParts = gadgetParts[0].Split('.');
-                    gadget = String.Format("{0}::{1}()", typeParts[typeParts.Length - 1], gadgetParts[1]);
-                }
-                string fmtMessage = String.Format(@"
-IsDotNetRemoting     : {0}
-    RemotingChannel  : {1}
-IsWCFServer          : {2}
-IsWCFClient          : {3}
-IsExecution          : {4}
-GadgetName           : {5}
-MethodAppearance     : {6}", IsDotNetRemoting, RemotingChannel, IsWCFServer, IsWCFClient, IsExecution, gadget, MethodAppearance);
-                if (!string.IsNullOrEmpty(FilterLevel))
-                    fmtMessage += string.Format("\n\tFilterLevel      : {0}", FilterLevel);
-                return fmtMessage;
-            }
-        }
-
-        static AssemblyAnalysis AnalyzeAssembly(string assemblyName)
-        {
-            // Just in case we run into .NET Remoting
-            string[] dnrChannel = { };
-            string typeFilterLevel = "ldc.i4.2"; // Default opcode if not set manually
-            string filterLevel = "Low";
-            List<GadgetItem> listGadgets = new List<GadgetItem>();
-
-            // Parse the target assembly and get its types
-            AssemblyDefinition assembly = AssemblyDefinition.ReadAssembly(assemblyName);
-            IEnumerable<TypeDefinition> allTypes = assembly.MainModule.GetTypes();
-
-            // Pull out all the type with methods that we want to look at
-            var validTypes = allTypes.SelectMany(t => t.Methods.Select(m => new { t, m }))
-                .Where(x => x.m.HasBody);
-
-            foreach (var method in validTypes)
-            {
-                // Disassemble the assembly and check for potentially vulnerable functions
-                foreach (var instruction in method.m.Body.Instructions)
-                {
-                    string gadgetName = "";
-                    bool isRemoting = false;
-                    string remotingChannel = "";
-                    bool isWCFServer = false;
-                    bool isWCFClient = false;
-                    bool isExecution = false;
-
-                    // Deserialization checks
-                    if (instruction.OpCode.ToString() == "callvirt")
-                    {
-                        switch (instruction.Operand.ToString())
-                        {
-                            case string x when x.Contains(BF_DESERIALIZE):
-                                gadgetName = BF_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(DC_JSON_READ_OBJ):
-                                gadgetName = DC_JSON_READ_OBJ;
-                                break;
-                            case string x when x.Contains(DC_XML_READ_OBJ):
-                                gadgetName = DC_XML_READ_OBJ;
-                                break;
-                            case string x when x.Contains(JS_SERIALIZER_DESERIALIZE):
-                                gadgetName = JS_SERIALIZER_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(LOS_FORMATTER_DESERIALIZE):
-                                gadgetName = LOS_FORMATTER_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(NET_DATA_CONTRACT_READ_OBJ):
-                                gadgetName = NET_DATA_CONTRACT_READ_OBJ;
-                                break;
-                            case string x when x.Contains(NET_DATA_CONTRACT_DESERIALIZE):
-                                gadgetName = NET_DATA_CONTRACT_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(OBJ_STATE_FORMATTER_DESERIALIZE):
-                                gadgetName = OBJ_STATE_FORMATTER_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(SOAP_FORMATTER_DESERIALIZE):
-                                gadgetName = SOAP_FORMATTER_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(XML_SERIALIZER_DESERIALIZE):
-                                gadgetName = XML_SERIALIZER_DESERIALIZE;
-                                break;
-                            case string x when x.Contains(POWERSHELL_EVALUATION):
-                                gadgetName = POWERSHELL_EVALUATION;
-                                isExecution = true;
-                                break;
-                            case string x when x.Contains(WCF_SERVER_STRING):
-                                gadgetName = WCF_SERVER_STRING;
-                                isWCFServer = true;
-                                break;
-                            case string x when x.Contains("System.ServiceModel.ChannelFactory") && x.Contains("CreateChannel"): // System.ServiceModel.ChannelFactory`1<ClassName.ClassName>::CreateChannel()
-                                gadgetName = WCF_CLIENT_STRING;
-                                isWCFClient = true;
-                                break;
-                            // Collect the TypeFilterLevel if it is explicitly set
-                            case string x when x.Contains("set_FilterLevel(System.Runtime.Serialization.Formatters.TypeFilterLevel)"):
-                                if (typeFilterLevel.EndsWith("3"))
-                                {
-                                    filterLevel = "Full";
-                                }
-                                break;
-                        }
-
-                    }
-                    else if (instruction.OpCode.ToString().StartsWith("ldc.i4"))
-                    {
-                        typeFilterLevel = instruction.OpCode.ToString();
-                    }
-                    else if (instruction.OpCode.ToString() == "newobj" && instruction.Operand.ToString().Contains("System.Runtime.Remoting.Channels."))
-                    {
-                        // .NET Remoting Checks
-                        dnrChannel = instruction.Operand.ToString().Split('.');
-                    }
-                    else if (instruction.OpCode.ToString() == "call")
-                    {
-                        switch (instruction.Operand.ToString())
-                        {
-                            case string x when x.Contains(JSCRIPT_EVALUATION):
-                                gadgetName = JSCRIPT_EVALUATION;
-                                isExecution = true;
-                                break;
-                            case string x when x.Contains(PROCESS_START):
-                                gadgetName = PROCESS_START;
-                                isExecution = true;
-                                break;
-                            case string x when x.Contains(REGISTER_CHANNEL):
-                                isRemoting = true;
-                                gadgetName = REGISTER_CHANNEL;
-                                remotingChannel = dnrChannel[5];
-                                break;
-                        }
-                    }
-
-                    if (!string.IsNullOrEmpty(gadgetName) || isWCFClient || isWCFServer || isRemoting)
-                    {
-                        listGadgets.Add(new GadgetItem()
-                        {
-                            GadgetName = gadgetName,
-                            IsDotNetRemoting = isRemoting,
-                            RemotingChannel = remotingChannel,
-                            IsWCFClient = isWCFClient,
-                            IsWCFServer = isWCFServer,
-                            IsExecution = isExecution,
-                            MethodAppearance = String.Format("{0}.{1}", method.t.Name, method.m.Name),
-                            FilterLevel = gadgetName.Contains(BF_DESERIALIZE) ? filterLevel : null
-                        });
-                    }
-                }
-            }
-
-            return new AssemblyAnalysis(assemblyName, listGadgets.ToArray());
-        }
-    }
-}
\ No newline at end of file
diff --git a/projects/InspectAssembly/README.md b/projects/InspectAssembly/README.md
deleted file mode 100644
index 26be9ec..0000000
--- a/projects/InspectAssembly/README.md
+++ /dev/null
@@ -1,7 +0,0 @@
-# InspectAssemblyDotnet6
-
-InspectAssembly built with structured output and compatible with .NET 6.0/Linux. This project is compiled and used in .NET enrichment services.
-
-Original [InspectAssembly code](https://github.com/matterpreter/OffensiveCSharp/tree/master/InspectAssembly) is by [@matterpreter](https://github.com/matterpreter/OffensiveCSharp/tree/master/InspectAssembly) under a BSD 3-Clause license.
-
-To run: `# dotnet InspectAssembly.dll program.exe`
\ No newline at end of file
diff --git a/projects/triage/.vscode/launch.json b/projects/agents/.vscode/launch.json
similarity index 100%
rename from projects/triage/.vscode/launch.json
rename to projects/agents/.vscode/launch.json
diff --git a/projects/dotnet_api/.vscode/settings.json b/projects/agents/.vscode/settings.json
similarity index 100%
rename from projects/dotnet_api/.vscode/settings.json
rename to projects/agents/.vscode/settings.json
diff --git a/projects/triage/Dockerfile b/projects/agents/Dockerfile
similarity index 67%
rename from projects/triage/Dockerfile
rename to projects/agents/Dockerfile
index 9834e55..4e02cb4 100644
--- a/projects/triage/Dockerfile
+++ b/projects/agents/Dockerfile
@@ -3,15 +3,33 @@ ARG PYTHON_BASE_DEV_IMAGE=nemesis-python-base-dev
 ARG PYTHON_BASE_PROD_IMAGE=nemesis-python-base-prod
 FROM ${PYTHON_BASE_DEV_IMAGE} AS base
 
+RUN apt-get update && \
+    apt-get install -y libpq5 \
+    gcc libc6-dev curl wget libicu-dev && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+
+# Install .NET Runtime
+ENV DOTNET_ROOT=/usr/local/dotnet \
+    PATH=/usr/local/dotnet:$PATH
+
+RUN curl -sSL https://dot.net/v1/dotnet-install.sh | bash /dev/stdin \
+    --version latest \
+    --runtime aspnetcore \
+    --install-dir /usr/local/dotnet \
+    && chmod +x /usr/local/dotnet/dotnet
+
+
 # If dependencies change, re-copy all the dependencies
 # In the future we can be more efficient with this an only copy the lib folders
 # that this project uses
-COPY ./projects/triage/poetry.lock ./projects/triage/pyproject.toml /src/projects/triage/
+COPY ./projects/agents/poetry.lock ./projects/agents/pyproject.toml /src/projects/agents/
 
 COPY ./libs /src/libs
-COPY ./projects/triage /src/projects/triage/
+COPY ./projects/agents /src/projects/agents/
 
-WORKDIR /src/projects/triage
+WORKDIR /src/projects/agents
 
 ########################
 # Development
@@ -19,7 +37,7 @@ WORKDIR /src/projects/triage
 FROM base AS dev
 COPY --from=base /src /src
 
-WORKDIR /src/projects/triage
+WORKDIR /src/projects/agents
 RUN poetry install
 
 # Immediate output (no buffering)
@@ -34,7 +52,7 @@ ENV UVICORN_PORT=8000
 ENV UVICORN_RELOAD_DIR="/src/"
 
 ENTRYPOINT ["/bin/sh", "-c", " \
-    poetry run uvicorn triage.main:app \
+    poetry run uvicorn agents.main:app \
     --host ${UVICORN_HOST} \
     --port ${UVICORN_PORT} \
     --reload \
@@ -47,7 +65,7 @@ ENTRYPOINT ["/bin/sh", "-c", " \
 FROM base AS bundle
 COPY --from=base /src /src
 
-WORKDIR /src/projects/triage
+WORKDIR /src/projects/agents
 RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
 
 # FROM nemesis-python-base-prod AS prod
@@ -66,7 +84,7 @@ ENV UVICORN_HOST=0.0.0.0 \
 # USER nemesis
 
 ENTRYPOINT ["/bin/sh", "-c", "\
-    /venv/bin/uvicorn \"triage.main:app\" \
+    /venv/bin/uvicorn \"agents.main:app\" \
     --host ${UVICORN_HOST} \
     --port ${UVICORN_PORT} \
     --workers ${UVICORN_WORKERS} \
diff --git a/projects/agents/README.md b/projects/agents/README.md
new file mode 100644
index 0000000..ec76cad
--- /dev/null
+++ b/projects/agents/README.md
@@ -0,0 +1,9 @@
+# Agents Service
+
+TODO
+
+## Purpose
+
+This service contains a number of agents used by Nemesis (if configured) to achieve a number of tasks, including triaging alerts.
+
+This service automatically triages security findings generated by the platform, classifying them as true positives, false positives, or requiring manual review. It helps security analysts prioritize their investigation efforts by reducing false positives and highlighting genuine threats.
diff --git a/projects/agents/agents/agent_manager.py b/projects/agents/agents/agent_manager.py
new file mode 100644
index 0000000..77cf788
--- /dev/null
+++ b/projects/agents/agents/agent_manager.py
@@ -0,0 +1,157 @@
+"""Agent manager for dynamic loading and registration of agents."""
+
+import importlib
+import inspect
+from pathlib import Path
+
+import structlog
+
+from agents.base_agent import BaseAgent
+
+logger = structlog.get_logger(__name__)
+
+
+class AgentManager:
+    """Manages dynamic loading and registration of agents."""
+
+    def __init__(self):
+        self.agents: dict[str, type[BaseAgent]] = {}
+        self.agent_instances: dict[str, BaseAgent] = {}
+        self.tasks_dir = Path(__file__).parent / "tasks"
+
+    def discover_agents(self) -> dict[str, type[BaseAgent]]:
+        """Dynamically discover and load all agent classes from the tasks directory."""
+        discovered_agents = {}
+
+        for py_file in self.tasks_dir.glob("*.py"):
+            if py_file.name.startswith("__"):
+                continue
+
+            module_name = py_file.stem
+            try:
+                # Import the module
+                module = importlib.import_module(f"agents.tasks.{module_name}")
+
+                # Find classes that inherit from BaseAgent
+                for name, obj in inspect.getmembers(module, inspect.isclass):
+                    if obj != BaseAgent and issubclass(obj, BaseAgent) and obj.__module__ == module.__name__:
+                        agent_key = module_name
+                        discovered_agents[agent_key] = obj
+                        logger.debug(
+                            "Discovered agent class",
+                            module=module_name,
+                            class_name=name,
+                            agent_key=agent_key,
+                        )
+                        break
+
+            except Exception as e:
+                logger.warning(
+                    "Failed to load agent module",
+                    module=module_name,
+                    error=str(e),
+                )
+
+        return discovered_agents
+
+    def load_agents(self) -> None:
+        """Load all discovered agents and initialize their prompts."""
+        self.agents = self.discover_agents()
+        logger.info("Loaded agents", count=len(self.agents), agents=list(self.agents.keys()))
+
+        # Initialize prompts for agents that have them
+        self.initialize_agent_prompts()
+
+    def get_agent_instance(self, agent_key: str) -> BaseAgent:
+        """Get or create an agent instance."""
+        if agent_key not in self.agent_instances:
+            if agent_key not in self.agents:
+                raise ValueError(f"Agent '{agent_key}' not found")
+
+            agent_class = self.agents[agent_key]
+            self.agent_instances[agent_key] = agent_class()
+            logger.debug("Created agent instance", agent_key=agent_key)
+
+        return self.agent_instances[agent_key]
+
+    def get_agent_metadata(self) -> list[dict]:
+        """Get metadata for all loaded agents."""
+        metadata = []
+
+        for agent_key, agent_class in self.agents.items():
+            try:
+                # Create temporary instance to get metadata
+                instance = agent_class()
+                metadata.append(
+                    {
+                        "name": getattr(instance, "name", agent_key),
+                        "description": getattr(instance, "description", f"Agent: {agent_key}"),
+                        "agent_type": getattr(instance, "agent_type", "unknown"),
+                        "has_prompt": getattr(instance, "has_prompt", False),
+                        "enabled": True,
+                    }
+                )
+            except Exception as e:
+                logger.warning(
+                    "Failed to get metadata for agent",
+                    agent_key=agent_key,
+                    error=str(e),
+                )
+                # Add basic metadata even if instance creation fails
+                metadata.append(
+                    {
+                        "name": agent_key,
+                        "description": f"Agent: {agent_key}",
+                        "agent_type": "unknown",
+                        "has_prompt": False,
+                        "enabled": True,
+                    }
+                )
+
+        return metadata
+
+    def get_wrapper_function(self, agent_key: str):
+        """Get the wrapper function for an agent to maintain compatibility."""
+
+        def wrapper_function(ctx, activity_input: dict) -> dict:
+            agent = self.get_agent_instance(agent_key)
+            return agent.execute(ctx, activity_input)
+
+        wrapper_function.__name__ = f"{agent_key}_wrapper"
+        return wrapper_function
+
+    def register_activities(self, workflow_runtime):
+        """Register all agent activities with the workflow runtime."""
+        for agent_key in self.agents.keys():
+            wrapper_func = self.get_wrapper_function(agent_key)
+            workflow_runtime.activity(wrapper_func)
+            logger.debug("Registered activity", agent_key=agent_key, function_name=wrapper_func.__name__)
+
+    def initialize_agent_prompts(self):
+        """Initialize agent prompts in the database for agents that have prompts."""
+        from agents.prompt_manager import PromptManager
+
+        prompt_manager = PromptManager()
+
+        for agent_key in self.agents.keys():
+            try:
+                agent = self.get_agent_instance(agent_key)
+                if hasattr(agent, "has_prompt") and agent.has_prompt:
+                    if hasattr(agent, "system_prompt"):
+                        success = prompt_manager.save_prompt(
+                            agent.name, agent.system_prompt, agent.description
+                        )
+                        if success:
+                            logger.debug("Initialized prompt for agent", agent_key=agent_key)
+                        else:
+                            logger.warning("Failed to save prompt for agent", agent_key=agent_key)
+            except Exception as e:
+                logger.warning(
+                    "Failed to initialize prompt for agent",
+                    agent_key=agent_key,
+                    error=str(e),
+                )
+
+
+# Global instance
+agent_manager = AgentManager()
diff --git a/projects/agents/agents/base_agent.py b/projects/agents/agents/base_agent.py
new file mode 100644
index 0000000..843750e
--- /dev/null
+++ b/projects/agents/agents/base_agent.py
@@ -0,0 +1,81 @@
+"""Base class for all agents."""
+
+from abc import ABC, abstractmethod
+
+import structlog
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+logger = structlog.get_logger(__name__)
+
+
+class BaseAgent(ABC):
+    """Base class for all agents in the system."""
+
+    def __init__(self):
+        """Initialize the agent."""
+        # These should be set by subclasses
+        self.name: str = ""
+        self.description: str = ""
+        self.agent_type: str = "unknown"  # "llm_based" or "rule_based"
+        self.has_prompt: bool = False
+        self.enabled: bool = True
+
+    @abstractmethod
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """
+        Execute the agent's main logic.
+
+        Args:
+            ctx: Workflow activity context
+            activity_input: Input data for the agent
+
+        Returns:
+            Dict containing the agent's result
+        """
+        pass
+
+    def get_prompt(self) -> str | None:
+        """
+        Get the agent's prompt (for LLM-based agents).
+
+        Returns:
+            The prompt string if this agent uses prompts, None otherwise
+        """
+        return None
+
+    def initialize_prompt(self):
+        """
+        Initialize the agent's prompt in database if needed.
+        This is called during service startup for agents that have prompts.
+        """
+        if self.has_prompt:
+            # Try to get/initialize prompt
+            prompt = self.get_prompt()
+            if prompt:
+                logger.debug(f"Prompt initialized for agent {self.name}")
+
+    def get_metadata(self) -> dict:
+        """
+        Get agent metadata for discovery.
+
+        Returns:
+            Dict containing agent metadata
+        """
+        return {
+            "name": self.name,
+            "description": self.description,
+            "has_prompt": self.has_prompt,
+            "enabled": self.enabled,
+            "type": self.agent_type,
+        }
+
+    @classmethod
+    def get_agent_class_name(cls) -> str:
+        """Get the class name for registration purposes."""
+        return cls.__name__
+
+    def __str__(self):
+        return f"{self.__class__.__name__}(name='{self.name}', type='{self.agent_type}')"
+
+    def __repr__(self):
+        return self.__str__()
diff --git a/projects/agents/agents/helpers.py b/projects/agents/agents/helpers.py
new file mode 100644
index 0000000..40af712
--- /dev/null
+++ b/projects/agents/agents/helpers.py
@@ -0,0 +1,173 @@
+"""Rate limit handling for HTTP clients with Retry-After support."""
+import openai
+import structlog
+from gql import gql
+from httpx import AsyncClient, HTTPStatusError
+from pydantic_ai.retries import AsyncTenacityTransport, wait_retry_after
+from tenacity import AsyncRetrying, retry_if_exception_type, stop_after_attempt, wait_exponential
+
+from agents.litellm_startup import litellm_startup
+
+logger = structlog.get_logger(__name__)
+
+
+def create_rate_limit_client():
+    """Create a client that respects Retry-After headers from rate limiting responses."""
+
+    def validator(response):
+        """Safely validate response."""
+        try:
+            # Check if response has a status_code attribute
+            if hasattr(response, 'status_code'):
+                if response.status_code >= 400:
+                    response.raise_for_status()
+            else:
+                print(f"WARNING: Response object doesn't have status_code: {type(response)}")
+        except Exception as e:
+            print(f"Validator exception: {type(e).__name__}: {e}")
+            # Only re-raise HTTP errors, not other exceptions
+            if isinstance(e, HTTPStatusError):
+                raise
+
+    transport = AsyncTenacityTransport(
+        controller=AsyncRetrying(
+            retry=retry_if_exception_type(HTTPStatusError),
+            wait=wait_retry_after(
+                fallback_strategy=wait_exponential(multiplier=1, max=60),
+                max_wait=300  # Don't wait more than 5 minutes
+            ),
+            stop=stop_after_attempt(10),
+            reraise=True
+        ),
+        validate_response=validator
+    )
+
+    return AsyncClient(transport=transport)
+
+async def get_litellm_token():
+    """Sets up the LiteLLM token."""
+
+    litellm_token = None
+
+    try:
+        try:
+            litellm_token = await litellm_startup()
+        except RuntimeError as e:
+            # Handle LiteLLM not being available gracefully
+            if "LiteLLM API not available" in str(e):
+                logger.warning("LiteLLM service is not available - continuing with JWT-only tr")
+            else:
+                logger.warning(f"LiteLLM initialization failed: {e}")
+            return None
+        except Exception as e:
+            logger.warning(f"Unexpected error initializing LiteLLM: {e}")
+            return None
+
+        # Check available models if we have a token
+        models = []
+        if litellm_token:
+            try:
+                client = openai.OpenAI(base_url="http://litellm:4000/", api_key=litellm_token)
+                models = [model.id for model in client.models.list().data]
+            except Exception as e:
+                logger.error(f"Error initializing OpenAI client for https://litellm:4000: {e}")
+                return None
+
+            if models:
+                return litellm_token
+            else:
+                logger.warning("No models available: LLM finding triage disabled", available_models=models)
+                return None
+        else:
+            logger.warning("No LiteLLM token available - only JWT rule-based triage will be available")
+            return None
+
+    except Exception as e:
+        logger.error(e, message="Error initializing LiteLLM connection")
+        return None
+
+
+async def fetch_finding_details(session, finding_id):
+    """Fetch full details for a finding after receiving its ID from subscription"""
+    FINDING_DETAILS_QUERY = gql("""
+        query FindingDetails($finding_id: bigint!) {
+            findings_by_pk(finding_id: $finding_id) {
+                finding_name
+                category
+                severity
+                object_id
+                data
+                raw_data
+                files_enriched {
+                    path
+                    object_id
+                }
+            }
+        }
+    """)
+
+    try:
+        result = await session.execute(FINDING_DETAILS_QUERY, variable_values={"finding_id": finding_id})
+
+        finding_details = result.get("findings_by_pk")
+        if not finding_details:
+            logger.warning(f"No details found for finding ID {finding_id}")
+            return None
+
+        return finding_details
+    except Exception as e:
+        logger.exception(e, message=f"Error fetching details for finding ID {finding_id}")
+        return None
+
+
+def check_triage_consensus(session, object_id, threshold=3):
+    """Check if there's a consensus for triage decisions on a file.
+
+    Returns:
+        dict: {'has_consensus': bool, 'decision': str, 'count': int} if consensus exists
+        None: if no consensus
+    """
+    TRIAGE_CONSENSUS_QUERY = gql("""
+        query TriageConsensus($object_id: uuid!) {
+            findings(where: {object_id: {_eq: $object_id}}) {
+                finding_id
+                finding_triage_histories(where: {automated: {_eq: true}}) {
+                    value
+                }
+            }
+        }
+    """)
+
+    try:
+        result = session.execute(TRIAGE_CONSENSUS_QUERY, variable_values={"object_id": object_id})
+
+        findings = result.get("findings", [])
+        if not findings:
+            return None
+
+        decision_counts = {"true_positive": 0, "false_positive": 0}
+
+        for finding in findings:
+            triage_histories = finding.get("finding_triage_histories", [])
+            if triage_histories:
+                # Get the most recent triage decision for this finding
+                latest_value = triage_histories[0].get("value")
+                if latest_value in decision_counts:
+                    decision_counts[latest_value] += 1
+
+        # Check if we have consensus
+        for decision, count in decision_counts.items():
+            if count >= threshold:
+                logger.info(f"Found triage consensus for object {object_id}: {decision} ({count} findings)")
+                return {
+                    "has_consensus": True,
+                    "decision": decision,
+                    "count": count
+                }
+
+        return None
+
+    except Exception as e:
+        logger.exception(e, message=f"Error checking triage consensus for object {object_id}")
+        return None
+
diff --git a/projects/agents/agents/lib/ICSharpCode.Decompiler.dll b/projects/agents/agents/lib/ICSharpCode.Decompiler.dll
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diff --git a/projects/agents/agents/litellm_startup.py b/projects/agents/agents/litellm_startup.py
new file mode 100644
index 0000000..8eb0c41
--- /dev/null
+++ b/projects/agents/agents/litellm_startup.py
@@ -0,0 +1,228 @@
+#!/usr/bin/env python3
+
+import asyncio
+import os
+from typing import Optional
+
+import aiohttp
+import structlog
+from dapr.clients import DaprClient
+
+# Set up logging
+logger = structlog.get_logger(module=__name__)
+
+# Configuration
+LLM_EMAIL = os.getenv("LLM_EMAIL", f"bedrock-chat-service@{os.getenv('EMAIL_DOMAIN', 'local')}")
+if not os.getenv("LLM_EMAIL"):
+    LLM_EMAIL = "nemesis@local"
+
+MAX_BUDGET = float(os.getenv("MAX_BUDGET", "100.0"))
+BUDGET_DURATION = os.getenv("BUDGET_DURATION", "30d")
+LITELLM_API_URL = os.getenv("LITELLM_API_URL", "http://litellm:4000")
+LITELLM_ADMIN_KEY = os.getenv("LITELLM_ADMIN_KEY")
+DAPR_STATE_STORE = os.getenv("DAPR_STATE_STORE", "statestore")
+MAX_RETRIES = 10
+RETRY_DELAY = 5
+
+# Token key for Dapr state store
+TOKEN_KEY = "litellm_token"
+
+
+async def wait_for_litellm() -> bool:
+    """Wait for LiteLLM API to be available"""
+    logger.debug("Checking LiteLLM API availability...")
+
+    async with aiohttp.ClientSession() as session:
+        for attempt in range(1, MAX_RETRIES + 1):
+            try:
+                async with session.get(
+                    f"{LITELLM_API_URL}/health",
+                    headers={"Authorization": f"Bearer {LITELLM_ADMIN_KEY}"},
+                    timeout=aiohttp.ClientTimeout(total=5),
+                ) as response:
+                    if response.status == 200:
+                        logger.info("LiteLLM API is ready")
+                        return True
+            except (TimeoutError, aiohttp.ClientError):
+                pass
+
+            if attempt == MAX_RETRIES:
+                # Don't use logger.error which might print stack traces
+                logger.info(f"LiteLLM API not available after {MAX_RETRIES} attempts")
+                return False
+
+            # Only log every 5th attempt to reduce noise
+            if attempt % 5 == 0 or attempt == 1:
+                logger.debug(f"Attempt {attempt}/{MAX_RETRIES}: LiteLLM not ready, continuing...")
+            await asyncio.sleep(RETRY_DELAY)
+
+    return False
+
+
+async def get_token_from_dapr() -> Optional[str]:
+    """Retrieve token from Dapr state store"""
+    try:
+        logger.info(f"Checking Dapr state store for existing token (key: {TOKEN_KEY})...")
+
+        with DaprClient() as client:
+            result = client.get_state(DAPR_STATE_STORE, TOKEN_KEY)
+
+            if result.data:
+                token = result.data.decode("utf-8")
+                if token:
+                    logger.info("Found existing token in Dapr state store")
+                    return token
+
+            logger.info("No existing token found in Dapr state store")
+    except Exception as e:
+        logger.error(f"Unexpected error retrieving token from Dapr: {e}")
+
+    return None
+
+
+async def save_token_to_dapr(token: str) -> bool:
+    """Save token to Dapr state store"""
+    try:
+        logger.info(f"Saving token to Dapr state store (key: {TOKEN_KEY})...")
+
+        with DaprClient() as client:
+            client.save_state(DAPR_STATE_STORE, TOKEN_KEY, token)
+            logger.info("Successfully saved token to Dapr state store")
+            return True
+
+    except Exception as e:
+        logger.error(f"Unexpected error saving token to Dapr: {e}")
+
+    return False
+
+
+async def validate_token(token: str) -> bool:
+    """Validate that the token works with LiteLLM"""
+    try:
+        logger.info("Validating token...")
+
+        async with aiohttp.ClientSession() as session:
+            async with session.get(
+                f"{LITELLM_API_URL}/models",
+                headers={"Authorization": f"Bearer {token}"},
+                timeout=aiohttp.ClientTimeout(total=10),
+            ) as response:
+                if response.status == 200:
+                    logger.info("Token validation successful")
+                    return True
+                else:
+                    logger.error(f"Token validation failed: {response.status}")
+                    response_text = await response.text()
+                    logger.error(f"Response: {response_text}")
+
+    except (TimeoutError, aiohttp.ClientError) as e:
+        logger.error(f"Token validation failed: {e}")
+
+    return False
+
+
+async def create_new_token() -> Optional[str]:
+    """Create a new user/token with budget limit"""
+    logger.info("Attempting to create new chat service user with budget limit...")
+
+    async with aiohttp.ClientSession() as session:
+        # Try to create new user with budget limit first
+        try:
+            create_payload = {
+                "user_id": LLM_EMAIL,
+                "user_email": LLM_EMAIL,
+                "max_budget": MAX_BUDGET,
+                "budget_duration": BUDGET_DURATION,
+            }
+            logger.info(f"create_payload: {create_payload}")
+
+            async with session.post(
+                f"{LITELLM_API_URL}/user/new",
+                json=create_payload,
+                headers={"Authorization": f"Bearer {LITELLM_ADMIN_KEY}", "Content-Type": "application/json"},
+                timeout=aiohttp.ClientTimeout(total=10),
+            ) as response:
+                if response.status == 200:
+                    response_data = await response.json()
+                    token = response_data.get("key")
+                    if token:
+                        logger.info(f"Successfully created new chat service user with budget limit of ${MAX_BUDGET}")
+                        return token
+
+            # If user creation failed, try to generate key for existing user
+            logger.info("User creation failed (likely already exists), generating new token for existing user...")
+
+            key_payload = {"user_id": LLM_EMAIL}
+            async with session.post(
+                f"{LITELLM_API_URL}/key/generate",
+                json=key_payload,
+                headers={"Authorization": f"Bearer {LITELLM_ADMIN_KEY}", "Content-Type": "application/json"},
+                timeout=aiohttp.ClientTimeout(total=10),
+            ) as response:
+                if response.status == 200:
+                    response_data = await response.json()
+                    token = response_data.get("key")
+                    if token:
+                        logger.info("Generated new API key for existing user")
+                        return token
+
+                logger.error(f"Failed to generate API key: {response.status}")
+                response_text = await response.text()
+                logger.error(f"Response: {response_text}")
+
+        except (TimeoutError, aiohttp.ClientError) as e:
+            logger.error(f"Failed to create token: {e}")
+
+    return None
+
+
+async def litellm_startup() -> str:
+    """
+    LiteLLM startup function that provisions a budget-limited token.
+    Returns the token string or raises an exception if provisioning fails.
+    """
+    logger.debug("Starting LiteLLM token provisioning...")
+
+    # Validate required environment variables
+    if not LITELLM_ADMIN_KEY:
+        raise ValueError("LITELLM_ADMIN_KEY environment variable is required")
+
+    # Wait for LiteLLM to be ready
+    if not await wait_for_litellm():
+        raise RuntimeError("LiteLLM API not available")
+
+    # Try to get existing token from Dapr state store
+    existing_token = await get_token_from_dapr()
+
+    if existing_token:
+        # Validate the existing token
+        if await validate_token(existing_token):
+            logger.info("Using existing token from Dapr state store")
+            logger.info(f"User: {LLM_EMAIL}")
+            logger.info(f"Budget: ${MAX_BUDGET}")
+            logger.info(f"Token: {existing_token}")
+            return existing_token
+        else:
+            logger.warning("Existing token is invalid, creating new one...")
+
+    # Create new token
+    new_token = await create_new_token()
+
+    if not new_token:
+        raise RuntimeError("Failed to provision budget-limited token")
+
+    # Validate the new token
+    if not await validate_token(new_token):
+        raise RuntimeError("New token validation failed")
+
+    # Save token to Dapr state store
+    if not await save_token_to_dapr(new_token):
+        logger.warning("Failed to save token to Dapr state store")
+        # Continue anyway - token still works
+
+    logger.info("Budget-limited token provisioned successfully!")
+    logger.info(f"User: {LLM_EMAIL}")
+    logger.info(f"Budget: ${MAX_BUDGET}")
+    logger.info(f"Token: {new_token}")
+
+    return new_token
diff --git a/projects/agents/agents/logger.py b/projects/agents/agents/logger.py
new file mode 100644
index 0000000..5e6a3c8
--- /dev/null
+++ b/projects/agents/agents/logger.py
@@ -0,0 +1,230 @@
+import logging
+import os
+from importlib.metadata import version
+
+import colorlog
+import structlog
+from opentelemetry import trace
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter as HTTPOTLPSpanExporter
+from opentelemetry.sdk.resources import Resource
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import BatchSpanProcessor, SimpleSpanProcessor
+from opentelemetry.semconv.resource import ResourceAttributes
+
+WORKFLOW_RUNTIME_LOG_LEVEL = os.getenv("WORKFLOW_RUNTIME_LOG_LEVEL", "WARNING")
+WORKFLOW_CLIENT_LOG_LEVEL = os.getenv("WORKFLOW_CLIENT_LOG_LEVEL", "WARNING")
+
+
+# Create a processor to add worker ID
+def add_worker_id(logger, method_name, event_dict):
+    try:
+        import multiprocessing
+
+        event_dict["worker_id"] = multiprocessing.current_process().name
+    except (ImportError, AttributeError):
+        event_dict["worker_id"] = "unknown"
+    return event_dict
+
+
+def configure_logging():
+    log_level = os.getenv("LOG_LEVEL", "INFO").upper()
+
+    # Validate the log level
+    numeric_level = getattr(logging, log_level, None)
+    if not isinstance(numeric_level, int):
+        raise ValueError(f"Invalid log level: {log_level}")
+
+    # Set up colorlog handler
+    handler = colorlog.StreamHandler()
+
+    # Create a ProcessorFormatter for structlog that includes color formatting
+    formatter = structlog.stdlib.ProcessorFormatter(
+        processor=structlog.dev.ConsoleRenderer(colors=True),
+        foreign_pre_chain=[
+            structlog.stdlib.add_log_level,
+            structlog.stdlib.add_logger_name,
+        ],
+    )
+
+    # Set the formatter once
+    handler.setFormatter(formatter)
+
+    # Configure root logger
+    root_logger = logging.getLogger()
+    # root_logger.setLevel(logging.DEBUG)
+    root_logger.setLevel(numeric_level)
+
+    # Clear any existing handlers to prevent double logging
+    root_logger.handlers = []
+    root_logger.addHandler(handler)
+
+    # Configure specific loggers
+    logging.getLogger("urllib3.connectionpool").setLevel(logging.WARN)
+    logging.getLogger("asyncio").setLevel(logging.WARN)
+    logging.getLogger("opentelemetry.sdk.trace").setLevel(logging.ERROR)
+    logging.getLogger("httpx").setLevel(logging.WARN)
+    logging.getLogger("httpcore").setLevel(logging.WARN)
+    logging.getLogger("httpcore.connection").setLevel(logging.WARN)
+    logging.getLogger("httpcore.http11").setLevel(logging.WARN)
+    logging.getLogger("openai").setLevel(logging.WARN)
+    logging.getLogger("openai._base_client").setLevel(logging.WARN)
+    logging.getLogger("anthropic").setLevel(logging.WARN)
+    logging.getLogger("websockets").setLevel(logging.WARN)
+    logging.getLogger("websockets.client").setLevel(logging.WARN)
+    logging.getLogger("gql").setLevel(logging.WARN)
+    logging.getLogger("gql.transport").setLevel(logging.WARN)
+    logging.getLogger("gql.transport.websockets").setLevel(logging.WARN)
+    logging.getLogger("gql.dsl").setLevel(logging.WARN)
+
+    # Configure structlog to use the same handler
+    structlog.configure(
+        processors=[
+            structlog.stdlib.filter_by_level,
+            # add_worker_id,
+            structlog.stdlib.add_log_level,
+            structlog.processors.format_exc_info,
+            structlog.stdlib.ProcessorFormatter.wrap_for_formatter,
+        ],
+        logger_factory=structlog.stdlib.LoggerFactory(),
+        wrapper_class=structlog.stdlib.BoundLogger,
+        cache_logger_on_first_use=False,
+    )
+
+    return handler, formatter
+
+
+def get_instance_id():
+    hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
+    pid = os.getpid()  # Uvicorn/Gunicorn worker PID
+    return f"{hostname}-{pid}"
+
+
+def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
+    """Initialize and return an OpenTelemetry tracer with the specified name."""
+
+    resource = Resource.create(
+        {
+            ResourceAttributes.SERVICE_NAME: "agents",
+            ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
+            ResourceAttributes.SERVICE_VERSION: version("agents"),
+            ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
+        }
+    )
+
+    # Only setup OTLP exporter if monitoring is enabled
+    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
+        otlp_exporter = OTLPSpanExporter(
+            insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
+        )
+
+        trace_provider = TracerProvider(resource=resource)
+        span_processor = BatchSpanProcessor(otlp_exporter)
+        trace_provider.add_span_processor(span_processor)
+        trace.set_tracer_provider(trace_provider)
+    else:
+        trace_provider = TracerProvider(resource=resource)
+        trace.set_tracer_provider(trace_provider)
+
+    return trace_provider.get_tracer(tracer_name)
+
+
+# Global storage for agent metadata
+_agent_metadata = {}
+
+
+def set_agent_metadata(agent_name: str, **kwargs):
+    """Set metadata that will be added to the next agent span"""
+    global _agent_metadata
+    _agent_metadata = {"agent_name": agent_name, **kwargs}
+
+
+def setup_phoenix_llm_tracing():
+    """
+    Setup Phoenix tracing ONLY for LLM calls - adds Phoenix exporter to existing tracer.
+    """
+    if os.getenv("PHOENIX_ENABLED", "false").lower() == "true":
+        logger = structlog.get_logger(__name__)
+        logger.info("Phoenix enabled, setting up LLM tracing")
+
+        try:
+            # Import Phoenix/OpenInference components
+            import json
+
+            from openinference.instrumentation.pydantic_ai import OpenInferenceSpanProcessor, is_openinference_span
+            from openinference.semconv.trace import SpanAttributes
+            from opentelemetry.sdk.trace import Span
+
+            # Custom processor that enhances Pydantic AI spans with our metadata
+            class CustomPydanticAIProcessor(OpenInferenceSpanProcessor):
+                def on_start(self, span: Span, parent_context=None):
+                    """Modify span when it starts"""
+                    super().on_start(span, parent_context)
+
+                    # Check if this is a Pydantic AI span
+                    if hasattr(span, "name") and "agent" in span.name.lower():
+                        global _agent_metadata
+                        if _agent_metadata:
+                            # Update span name if agent_name provided
+                            if "agent_name" in _agent_metadata:
+                                span.update_name(_agent_metadata["agent_name"])
+                                # Also set the AGENT_NAME attribute using OpenInference convention
+                                span.set_attribute(SpanAttributes.AGENT_NAME, _agent_metadata["agent_name"])
+
+                            # Set session ID if file_path is provided (use file path as session)
+                            if "file_path" in _agent_metadata:
+                                span.set_attribute(SpanAttributes.SESSION_ID, _agent_metadata["file_path"])
+
+                            # Add other metadata using METADATA attribute (OpenInference convention)
+                            metadata = {
+                                k: v for k, v in _agent_metadata.items() if k not in ["agent_name"] and v is not None
+                            }
+                            if metadata:
+                                span.set_attribute(SpanAttributes.METADATA, json.dumps(metadata))
+
+                            # Add tags if provided
+                            if "tags" in _agent_metadata and isinstance(_agent_metadata["tags"], list):
+                                span.set_attribute(SpanAttributes.TAG_TAGS, _agent_metadata["tags"])
+
+            # Get the existing tracer provider (already set up for Jaeger)
+            existing_provider = trace.get_tracer_provider()
+
+            if not isinstance(existing_provider, TracerProvider):
+                logger.warning("No existing TracerProvider found, Phoenix tracing not enabled")
+                return False
+
+            # Phoenix exporter using HTTP OTLP
+            phoenix_endpoint = os.getenv("PHOENIX_ENDPOINT", "http://phoenix:6006/v1/traces")
+            phoenix_exporter = HTTPOTLPSpanExporter(endpoint=phoenix_endpoint)
+
+            # Add our custom processor to enhance spans
+            existing_provider.add_span_processor(CustomPydanticAIProcessor(span_filter=is_openinference_span))
+
+            # Create a filtering processor that ONLY sends Pydantic AI spans to Phoenix
+            class PhoenixLLMOnlyProcessor(SimpleSpanProcessor):
+                """Only send Pydantic AI LLM spans to Phoenix, not healthchecks"""
+
+                def on_end(self, span):
+                    # Only export if this is a Pydantic AI span (has OpenInference attributes)
+                    if is_openinference_span(span):
+                        super().on_end(span)
+
+            # Add Phoenix exporter with strict LLM-only filtering
+            existing_provider.add_span_processor(PhoenixLLMOnlyProcessor(phoenix_exporter))
+
+            logger.info("Phoenix LLM tracing with custom processor added", endpoint=phoenix_endpoint)
+
+            logger.info("Phoenix LLM tracing successfully initialized")
+            return True
+
+        except ImportError as e:
+            logger.error(f"Failed to import Phoenix instrumentation: {e}")
+            logger.error("Make sure openinference-instrumentation-pydantic-ai is installed")
+            return False
+        except Exception as e:
+            logger.exception("Failed to setup Phoenix tracing", error=str(e))
+            return False
+
+    else:
+        logger.debug("Phoenix tracing disabled (PHOENIX_ENABLED not set to 'true')")
+        return False
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
new file mode 100644
index 0000000..b648633
--- /dev/null
+++ b/projects/agents/agents/main.py
@@ -0,0 +1,597 @@
+# projects/agents/agents/main.py
+import asyncio
+import json
+import os
+from contextlib import asynccontextmanager
+from datetime import datetime
+
+import asyncpg
+import structlog
+from agents.agent_manager import agent_manager
+from agents.helpers import check_triage_consensus, fetch_finding_details, get_litellm_token
+from agents.model_manager import ModelManager
+from agents.phoenix_cost_sync import sync_pricing_to_phoenix
+from agents.prompt_manager import PromptManager
+from agents.schemas import TriageCategory, TriageRequest, TriageResult
+from agents.tasks.credential_analyzer import analyze_credentials
+from agents.tasks.dotnet_analyzer import analyze_dotnet_assembly
+from agents.tasks.summarizer import summarize_text
+from dapr.clients import DaprClient
+
+# from dapr.ext.fastapi import DaprApp # needed if we're doing pub/sub
+from dapr.ext.workflow import DaprWorkflowClient, DaprWorkflowContext, WorkflowRuntime
+from dapr.ext.workflow.logger.options import LoggerOptions
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from fastapi import FastAPI
+from gql import Client, gql
+from gql.transport.requests import RequestsHTTPTransport
+from gql.transport.websockets import WebsocketsTransport
+
+from .logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, configure_logging
+
+configure_logging()
+logger = structlog.get_logger(module=__name__)
+
+db_pool = None
+workflow_client: DaprWorkflowClient = None
+
+litellm_model = "default"
+
+workflow_runtime = WorkflowRuntime(logger_options=LoggerOptions(log_level=WORKFLOW_RUNTIME_LOG_LEVEL))
+
+with DaprClient() as client:
+    secret = client.get_secret(store_name="nemesis-secret-store", key="HASURA_ADMIN_SECRET")
+    hasura_admin_secret = secret.secret["HASURA_ADMIN_SECRET"]
+    logger.info("[agents] HASURA_ADMIN_SECRET retrieved")
+
+
+# Configuration
+dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    """Lifespan manager for FastAPI - handles startup and shutdown events"""
+    global workflow_runtime, workflow_client, litellm_model
+    try:
+        # setup the LiteLLM connection/token (if available)
+        litellm_token = await get_litellm_token()
+        logger.debug(f"LiteLLM token: {litellm_token}")
+
+        # Initialize OpenTelemetry tracer provider first (needed for Phoenix)
+        from agents.logger import get_tracer
+
+        tracer = get_tracer("agents")
+        logger.debug("OpenTelemetry tracer initialized")
+
+        # Initialize ModelManager if we have a model
+        #   this is so we can pull the custom pricing and sync it back to Phoenix for tracking
+        if litellm_token:
+            ModelManager.initialize(litellm_token, litellm_model)
+            logger.info("ModelManager initialized", litellm_model=litellm_model, litellm_token=litellm_token)
+
+            # Sync model pricing to Phoenix if we can reach LiteLLM and have Phoenix DB configured
+            phoenix_db_url = os.getenv("PHOENIX_SQL_DATABASE_URL")
+            if phoenix_db_url:
+                try:
+                    pricing_synced = await sync_pricing_to_phoenix(litellm_model)
+                    if pricing_synced:
+                        logger.info(f"Successfully synced pricing for model '{litellm_model}' to Phoenix")
+                    else:
+                        logger.debug(
+                            f"Could not sync pricing for model '{litellm_model}' to Phoenix (LiteLLM may be unavailable)"
+                        )
+                except Exception as e:
+                    logger.debug(f"Could not sync pricing to Phoenix: {e}")
+
+        # Initialize PromptManager
+        PromptManager.initialize()
+        logger.info("PromptManager initialized")
+
+        # Load and register agents
+        agent_manager.load_agents()
+        agent_manager.register_activities(workflow_runtime)
+        logger.info("Agent manager initialized and activities registered")
+
+        # start the workflow runtime
+        workflow_runtime.start()
+        logger.debug("Started Dapr runtime")
+
+        # Initialize workflow client
+        workflow_client = DaprWorkflowClient(
+            logger_options=LoggerOptions(log_level=WORKFLOW_CLIENT_LOG_LEVEL),
+        )
+        logger.debug("Started Dapr workflow client")
+
+        # Now that everything is initialized, save agent prompts to database
+        agent_manager.initialize_agent_prompts()
+        logger.info("Agent prompts initialized in database")
+
+        # Start findings subscription
+        asyncio.create_task(handle_findings_subscription())
+        logger.debug("Started findings subscription handler")
+
+    except Exception as e:
+        logger.exception(e, message="Error initializing service")
+        raise
+
+    yield
+
+    # Cleanup on shutdown
+    try:
+        logger.info("Starting service shutdown cleanup")
+
+        # PromptManager cleanup no longer needed with sync operations
+
+        # Shutdown workflow runtime
+        if workflow_runtime:
+            workflow_runtime.shutdown()
+            logger.info("Workflow runtime shutdown completed")
+
+    except Exception as e:
+        logger.warning("Error during service shutdown", error=str(e))
+
+
+app = FastAPI(lifespan=lifespan)
+
+# Instrument FastAPI with OpenTelemetry if monitoring is enabled
+# dapr_app = DaprApp(app) # for pub/sub, if used
+
+
+# Workflow Activities
+
+
+@workflow_runtime.activity
+def check_consensus_activity(ctx: WorkflowActivityContext, activity_input: dict):
+    """Check if there's a triage consensus for the file associated with this finding."""
+    try:
+        object_id = activity_input["object_id"]
+        threshold = activity_input.get("threshold", 3)
+
+        transport = RequestsHTTPTransport(
+            url="http://hasura:8080/v1/graphql",
+            headers={"x-hasura-admin-secret": hasura_admin_secret},
+        )
+
+        with Client(
+            transport=transport,
+            fetch_schema_from_transport=True,
+        ) as session:
+            consensus = check_triage_consensus(session, object_id, threshold)
+            return consensus
+
+    except Exception as e:
+        logger.exception(e, message=f"Error checking consensus for object {object_id}")
+        return None
+
+
+@workflow_runtime.activity
+def insert_triage_result(ctx: WorkflowActivityContext, activity_input: dict):
+    """Insert triage result into Hasura via GraphQL mutation."""
+    try:
+        triage_result = activity_input["triage_result"]
+        finding_id = activity_input["finding_id"]
+
+        INSERT_TRIAGE = gql("""
+            mutation InsertTriage($finding_id: bigint!, $username: String!, $value: String!, $explanation: String!, $confidence: Float!, $true_positive_context: String, $automated: Boolean!) {
+                insert_findings_triage_history_one(object: {
+                    finding_id: $finding_id,
+                    username: $username,
+                    value: $value,
+                    explanation: $explanation,
+                    confidence: $confidence,
+                    true_positive_context: $true_positive_context,
+                    automated: $automated
+                }) {
+                    id
+                }
+            }
+        """)
+
+        transport = RequestsHTTPTransport(
+            url="http://hasura:8080/v1/graphql",
+            headers={"x-hasura-admin-secret": hasura_admin_secret},
+        )
+
+        with Client(
+            transport=transport,
+            fetch_schema_from_transport=True,
+        ) as session:
+            variable_values = {
+                "finding_id": finding_id,
+                "username": "llm_triage",
+                "value": triage_result["decision"],
+                "explanation": triage_result["explanation"],
+                "confidence": triage_result["confidence"],
+                "automated": True,
+            }
+
+            # Add true_positive_context if it exists
+            if "true_positive_context" in triage_result:
+                variable_values["true_positive_context"] = triage_result["true_positive_context"]
+            else:
+                variable_values["true_positive_context"] = None
+
+            session.execute(INSERT_TRIAGE, variable_values=variable_values)
+
+        logger.debug(
+            f"Inserted triage result for finding {finding_id}",
+            decision=triage_result["decision"],
+            explanation=triage_result["explanation"],
+            confidence=triage_result["confidence"],
+        )
+
+    except Exception as e:
+        logger.exception(e, message=f"Error inserting triage result for finding {finding_id}")
+        raise
+
+
+@workflow_runtime.workflow
+def finding_triage_workflow(ctx: DaprWorkflowContext, workflow_input: dict):
+    """Main workflow for triaging findings."""
+    try:
+        finding_id = workflow_input.get("finding_id")
+        object_id = workflow_input.get("object_id")
+
+        if not ctx.is_replaying:
+            logger.info(f"Starting triage workflow for finding {finding_id}")
+
+        # Step 1: Extract out the finding summary
+        summary = None
+        if workflow_input.get("data") and isinstance(workflow_input["data"], list) and len(workflow_input["data"]) > 0:
+            first_data = workflow_input["data"][0]
+            try:
+                if isinstance(first_data, str):
+                    first_data = json.loads(first_data)
+                if isinstance(first_data, dict) and "metadata" in first_data:
+                    summary = first_data["metadata"].get("summary")
+            except json.JSONDecodeError:
+                logger.error("Failed to parse finding data as JSON")
+
+        if not summary:
+            logger.warning(f"No summary found for finding {finding_id}")
+            result = TriageResult(
+                finding_id=finding_id,
+                decision=TriageCategory.NOT_TRIAGED,
+                explanation="No summary available",
+                confidence=0.0,
+                success=False,
+            )
+
+            yield ctx.call_activity(
+                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+            )
+            return
+
+        file_path = workflow_input.get("file_path", "")
+
+        # Step 2: Check if it's a JWT finding and handle non-LLM triage
+        if "np.jwt.1" in summary and "JWT Analysis" in summary:
+            if not ctx.is_replaying:
+                logger.info(f"Processing JWT finding {finding_id} with rule-based triage")
+
+            jwt_wrapper = agent_manager.get_wrapper_function("jwt")
+            jwt_result = yield ctx.call_activity(
+                validate_jwt_finding, input={"summary": summary, "file_path": file_path}
+            )
+
+            result = TriageResult(
+                finding_id=finding_id,
+                decision=jwt_result["decision"],
+                explanation=jwt_result.get("explanation", "JWT validation completed"),
+                confidence=1.0,
+                success=True,
+            )
+
+            yield ctx.call_activity(
+                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+            )
+            return
+
+        # Step 3: Check for finding consensus:
+        #         If we hit this number of the same triage values for the same file, all future findings get that value
+        consensus_threshold = int(os.getenv("TRIAGE_CONSENSUS_THRESHOLD", 3))
+        consensus = yield ctx.call_activity(
+            check_consensus_activity, input={"object_id": object_id, "threshold": consensus_threshold}
+        )
+
+        if consensus and consensus.get("has_consensus"):
+            if not ctx.is_replaying:
+                logger.info(
+                    f"Using consensus triage for finding {finding_id}: {consensus['decision']} based on {consensus['count']} findings"
+                )
+
+            result = TriageResult(
+                finding_id=finding_id,
+                decision=consensus["decision"],
+                explanation=f"Determined by existing {consensus['decision'].replace('_', ' ')} consensus for this file ({consensus['count']} findings)",
+                confidence=1.0,
+                success=True,
+            )
+
+            yield ctx.call_activity(
+                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+            )
+            return
+
+        # Step 4: Use LLM validation agent if ModelManager has a model available
+        if ModelManager.is_available():
+            if not ctx.is_replaying:
+                logger.info(f"Processing finding {finding_id} with AI validation")
+
+            validate_wrapper = agent_manager.get_wrapper_function("validate")
+            validation_result = yield ctx.call_activity(
+                validate_wrapper,
+                input={
+                    "file_path": file_path,
+                    "finding_id": finding_id,
+                    "object_id": object_id,
+                    "summary": summary,
+                },
+            )
+            if not ctx.is_replaying:
+                logger.debug(f"validation_result: {validation_result}")
+
+            true_positive_context = ""
+            if validation_result["decision"].lower() == "true_positive":
+                true_positive_context = validation_result["true_positive_context"]
+
+            result = TriageResult(
+                finding_id=finding_id,
+                decision=validation_result["decision"],
+                explanation=validation_result["explanation"],
+                confidence=validation_result["confidence"],
+                true_positive_context=true_positive_context,
+                success=True,
+            )
+
+            yield ctx.call_activity(
+                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+            )
+            return
+
+        else:
+            if not ctx.is_replaying:
+                logger.warning("No LLM available for finding triage", finding_id=finding_id)
+
+            return
+
+    except Exception as e:
+        logger.exception(e, message=f"Error in finding triage workflow for finding {finding_id}")
+
+
+async def handle_findings_subscription():
+    """Sets up and handles subscription to findings table in Hasura"""
+
+    SUBSCRIPTION = gql("""
+        subscription NewFindingIds {
+            findings(
+                where: {
+                    triage_id: {_is_null: true},
+                    category: {_nin: ["extracted_hash", "yara_match", "extracted_data"]},
+                    finding_triage_histories_aggregate: {count: {predicate: {_eq: 0}}}
+                },
+                order_by: {created_at: desc}
+            ) {
+                finding_id
+            }
+        }
+    """)
+
+    while True:
+        try:
+            transport = WebsocketsTransport(
+                url="ws://hasura:8080/v1/graphql",
+                headers={"x-hasura-admin-secret": hasura_admin_secret},
+                connect_args={"max_size": 20 * 1024 * 1024},
+            )
+
+            async with Client(
+                transport=transport,
+                fetch_schema_from_transport=True,
+            ) as session:
+                async for result in session.subscribe(SUBSCRIPTION):
+                    if result is None:
+                        continue
+
+                    findings_list = result.get("findings", [])
+
+                    for finding in findings_list:
+                        finding_id = finding["finding_id"]
+                        logger.info(f"Processing finding ID: {finding_id}")
+
+                        finding_details = await fetch_finding_details(session, finding_id)
+
+                        if not finding_details:
+                            continue
+
+                        file_path = finding_details["files_enriched"]["path"]
+                        object_id = finding_details["files_enriched"]["object_id"]
+
+                        try:
+                            # Convert data objects to JSON strings if they're dicts
+                            data_strings = []
+                            if finding_details.get("data"):
+                                for item in finding_details["data"]:
+                                    if isinstance(item, dict):
+                                        data_strings.append(json.dumps(item))
+                                    else:
+                                        data_strings.append(str(item))
+
+                            triage_request = TriageRequest(
+                                finding_id=finding_id,
+                                finding_name=finding_details["finding_name"],
+                                category=finding_details["category"],
+                                severity=finding_details["severity"],
+                                object_id=object_id,
+                                data=data_strings,
+                                raw_data=finding_details["raw_data"],
+                                file_path=file_path,
+                            )
+
+                            instance_id = f"agents-triage-{finding_id}"
+                            workflow_client.schedule_new_workflow(
+                                workflow=finding_triage_workflow,
+                                instance_id=instance_id,
+                                input=triage_request.model_dump(),
+                            )
+
+                            try:
+                                state = workflow_client.wait_for_workflow_completion(
+                                    instance_id=instance_id, timeout_in_seconds=(10 * 60)
+                                )
+                                if not state:
+                                    logger.error("Workflow not found!", instance_id=instance_id)
+                                elif state.runtime_status.name == "COMPLETED":
+                                    logger.debug("Workflow completed", finding_id=finding_id, instance_id=instance_id)
+                                else:
+                                    logger.warning(
+                                        f"Workflow failed! Status: {state.runtime_status.name}"
+                                    )  # not expected
+                            except TimeoutError:
+                                logger.error("Workflow timed out", instance_id=instance_id)
+
+                        except Exception as e:
+                            logger.exception(e, message=f"Error running workflow for finding {finding_id}")
+
+                        del finding_details
+
+        except Exception as e:
+            logger.exception(e, message="Error in findings subscription, reconnecting in 5 seconds...")
+            await asyncio.sleep(5)
+
+
+@app.get("/agents/metadata")
+async def get_agents_metadata():
+    """Get metadata for all available agents."""
+    try:
+        agents = agent_manager.get_agent_metadata()
+        return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now().isoformat()}
+    except Exception as e:
+        logger.exception(e, message="Error getting agent metadata")
+        return {"agents": [], "total_count": 0, "error": str(e), "timestamp": datetime.now().isoformat()}
+
+
+@app.get("/agents/spend-data")
+async def get_llm_spend_data():
+    """Get LiteLLM spend and token usage data."""
+    try:
+        # Get PostgreSQL connection URL from Dapr secret store
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+            postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+
+        # Modify connection URL to connect to litellm database instead of enrichment
+        litellm_connection_string = postgres_connection_url.replace("/enrichment", "/litellm")
+
+        # Connect to the litellm database and fetch spend data
+        conn = await asyncpg.connect(litellm_connection_string)
+        try:
+            query = """
+                SELECT
+                    COALESCE(SUM(spend), 0) as total_spend,
+                    COALESCE(SUM(total_tokens), 0) as total_tokens,
+                    COALESCE(SUM(prompt_tokens), 0) as total_prompt_tokens,
+                    COALESCE(SUM(completion_tokens), 0) as total_completion_tokens,
+                    COUNT(*) as total_requests
+                FROM "LiteLLM_SpendLogs"
+            """
+            result = await conn.fetchrow(query)
+            import pprint
+
+            pprint.pprint(result)
+
+            return {
+                "total_spend": float(result["total_spend"]),
+                "total_tokens": int(result["total_tokens"]),
+                "total_prompt_tokens": int(result["total_prompt_tokens"]),
+                "total_completion_tokens": int(result["total_completion_tokens"]),
+                "total_requests": int(result["total_requests"]),
+                "timestamp": datetime.now().isoformat(),
+            }
+        finally:
+            await conn.close()
+
+    except Exception as e:
+        logger.exception(e, message="Error getting LLM spend data")
+        return {
+            "total_spend": 0.0,
+            "total_tokens": 0,
+            "total_prompt_tokens": 0,
+            "total_completion_tokens": 0,
+            "total_requests": 0,
+            "error": str(e),
+            "timestamp": datetime.now().isoformat(),
+        }
+
+
+@app.post("/agents/text_summarizer")
+def run_text_summarizer(request: dict):
+    """Run text summarization on a file."""
+    try:
+        object_id = request.get("object_id")
+        if not object_id:
+            return {"success": False, "error": "object_id is required"}
+
+        # Create a mock workflow context for compatibility
+        mock_ctx = type("MockContext", (), {})()
+
+        result = summarize_text(mock_ctx, {"object_id": object_id})
+        return result
+
+    except Exception as e:
+        logger.exception(e, message="Error running text summarizer")
+        return {"success": False, "error": str(e)}
+
+
+@app.post("/agents/llm_credential_analysis")
+def run_credential_analysis(request: dict):
+    """Run credential analysis on a file."""
+    try:
+        object_id = request.get("object_id")
+        if not object_id:
+            return {"success": False, "error": "object_id is required"}
+
+        # Create a mock workflow context for compatibility
+        mock_ctx = type("MockContext", (), {})()
+
+        result = analyze_credentials(mock_ctx, {"object_id": object_id})
+        return result
+
+    except Exception as e:
+        logger.exception(e, message="Error running credential analysis")
+        return {"success": False, "error": str(e)}
+
+
+@app.post("/agents/dotnet_analysis")
+def run_dotnet_analysis(request: dict):
+    """Run .NET assembly analysis on a file."""
+    try:
+        object_id = request.get("object_id")
+        if not object_id:
+            return {"success": False, "error": "object_id is required"}
+
+        # Create a mock workflow context for compatibility
+        mock_ctx = type("MockContext", (), {})()
+
+        result = analyze_dotnet_assembly(mock_ctx, {"object_id": object_id})
+        return result
+
+    except Exception as e:
+        logger.exception(e, message="Error running .NET analysis")
+        return {"success": False, "error": str(e)}
+
+
+@app.api_route("/healthz", methods=["GET", "HEAD"])
+async def health_check():
+    """Health check endpoint."""
+    try:
+        if not workflow_runtime or not workflow_client:
+            return {"status": "unhealthy", "error": "Workflow runtime not initialized"}
+
+        return {"status": "healthy"}
+
+    except Exception as e:
+        logger.exception(e, message="Health check failed")
+        return {"status": "unhealthy", "error": str(e)}
diff --git a/projects/agents/agents/model_manager.py b/projects/agents/agents/model_manager.py
new file mode 100644
index 0000000..8007736
--- /dev/null
+++ b/projects/agents/agents/model_manager.py
@@ -0,0 +1,82 @@
+"""Centralized model management for all agent activities."""
+from typing import Optional
+
+import structlog
+from pydantic_ai.models.openai import OpenAIModel
+from pydantic_ai.providers.openai import OpenAIProvider
+
+from agents.helpers import create_rate_limit_client
+from agents.logger import setup_phoenix_llm_tracing
+
+logger = structlog.get_logger(__name__)
+
+
+class ModelManager:
+    """Singleton manager for LLM model instances used across all activities."""
+
+    _model: Optional[OpenAIModel] = None
+    _token: Optional[str] = None
+    _model_name: Optional[str] = None
+    _base_url: str = "http://litellm:4000/"
+    _instrumentation_enabled: bool = False
+
+    @classmethod
+    def initialize(cls, token: str, model_name: str = "default") -> None:
+        """
+        Initialize the model manager with LiteLLM credentials.
+        Called once during application startup in lifespan().
+
+        Args:
+            token: LiteLLM API token
+            model_name: Name of the model to use (default: "default")
+        """
+        cls._token = token
+        cls._model_name = model_name
+        cls._model = None  # Reset model to force recreation with new config
+
+        # Setup Phoenix tracing for LLM calls if enabled
+        cls._instrumentation_enabled = setup_phoenix_llm_tracing()
+
+        logger.info(
+            f"ModelManager initialized with model: {model_name}",
+            phoenix_enabled=cls._instrumentation_enabled
+        )
+
+    @classmethod
+    def get_model(cls) -> Optional[OpenAIModel]:
+        """
+        Get the shared model instance, creating it if necessary.
+
+        Returns:
+            OpenAIModel instance or None if not initialized
+        """
+        if not cls._token:
+            logger.warning("ModelManager not initialized - no token available")
+            return None
+
+        if not cls._model:
+            try:
+                cls._model = OpenAIModel(
+                    model_name=cls._model_name,
+                    provider=OpenAIProvider(
+                        base_url=cls._base_url,
+                        api_key=cls._token,
+                        http_client=create_rate_limit_client()
+                    )
+                )
+                logger.info(f"Created model instance: {cls._model_name}")
+            except Exception as e:
+                logger.error(f"Failed to create model: {e}")
+                return None
+
+        return cls._model
+
+    @classmethod
+    def is_available(cls) -> bool:
+        """Check if a model is available for use."""
+        return cls._token is not None
+
+    @classmethod
+    def is_instrumentation_enabled(cls) -> bool:
+        """Check if Phoenix LLM instrumentation is enabled."""
+        return cls._instrumentation_enabled
\ No newline at end of file
diff --git a/projects/agents/agents/phoenix_cost_sync.py b/projects/agents/agents/phoenix_cost_sync.py
new file mode 100644
index 0000000..29b44af
--- /dev/null
+++ b/projects/agents/agents/phoenix_cost_sync.py
@@ -0,0 +1,273 @@
+"""Sync LiteLLM model pricing to Phoenix for cost tracking."""
+import os
+from typing import Dict, Optional
+
+import asyncpg
+import httpx
+import structlog
+from dapr.clients import DaprClient
+
+logger = structlog.get_logger(__name__)
+
+
+async def fetch_litellm_model_info(admin_key: str) -> Optional[Dict]:
+    """
+    Fetch model information including pricing from LiteLLM.
+
+    Args:
+        admin_key: LiteLLM admin API key
+
+    Returns:
+        Dictionary containing model info or None if request fails
+    """
+    try:
+        async with httpx.AsyncClient() as client:
+            response = await client.get(
+                "http://litellm:4000/model/info",
+                headers={"Authorization": f"Bearer {admin_key}"},
+                timeout=10.0
+            )
+            response.raise_for_status()
+            return response.json()
+    except Exception as e:
+        logger.error(f"Failed to fetch LiteLLM model info: {e}")
+        return None
+
+
+def extract_model_pricing(model_info: Dict, model_name: str = "default") -> Optional[Dict]:
+    """
+    Extract pricing information for a specific model from LiteLLM response.
+
+    Args:
+        model_info: Full response from LiteLLM /model/info endpoint
+        model_name: Name of the model to extract pricing for
+
+    Returns:
+        Dictionary with pricing info or None if model not found
+    """
+    for model in model_info.get("data", []):
+        if model.get("model_name") == model_name:
+            info = model.get("model_info", {})
+
+            # Both LiteLLM and Phoenix use cost per token (not per million)
+            # For example: $3/million tokens = 0.000003 per token
+            input_cost_per_token = info.get("input_cost_per_token", 0)
+            output_cost_per_token = info.get("output_cost_per_token", 0)
+
+            # Special token costs if available
+            cache_creation_cost = info.get("cache_creation_input_token_cost", 0)
+            cache_read_cost = info.get("cache_read_input_token_cost", 0)
+
+            return {
+                "model_name": model_name,
+                "provider": "litellm",
+                # Cost per token (same format for both LiteLLM and Phoenix)
+                "input_cost_per_token": input_cost_per_token,
+                "output_cost_per_token": output_cost_per_token,
+                # Additional token type costs
+                "cache_creation_cost_per_token": cache_creation_cost,
+                "cache_read_cost_per_token": cache_read_cost,
+                # Original model backend info
+                "backend_model": model.get("litellm_params", {}).get("model", "unknown"),
+                "backend_provider": info.get("litellm_provider", "unknown"),
+            }
+
+    logger.warning(f"Model '{model_name}' not found in LiteLLM response")
+    return None
+
+
+async def insert_phoenix_model_pricing(database_url: str, model_name: str, pricing: Dict) -> bool:
+    """
+    Insert model and pricing data directly into Phoenix PostgreSQL database.
+
+    Args:
+        database_url: PostgreSQL connection string
+        model_name: Name of the model
+        pricing: Dictionary containing pricing information
+
+    Returns:
+        True if successful, False otherwise
+    """
+    conn = None
+    try:
+        # Connect to Phoenix database
+        conn = await asyncpg.connect(database_url)
+
+        # Start a transaction
+        async with conn.transaction():
+            # First check if model already exists
+            existing_model = await conn.fetchrow(
+                """
+                SELECT id FROM generative_models 
+                WHERE name = $1 AND deleted_at IS NULL
+                """,
+                model_name
+            )
+
+            if existing_model:
+                model_id = existing_model['id']
+                logger.info(f"Model '{model_name}' already exists with ID {model_id}, updating pricing")
+
+                # Delete existing token prices for this model
+                await conn.execute(
+                    "DELETE FROM token_prices WHERE model_id = $1",
+                    model_id
+                )
+            else:
+                # Insert new model into generative_models table
+                model_id = await conn.fetchval(
+                    """
+                    INSERT INTO generative_models 
+                    (name, name_pattern, provider, is_built_in, created_at, updated_at)
+                    VALUES ($1, $2, $3, $4, NOW(), NOW())
+                    RETURNING id
+                    """,
+                    model_name,  # name
+                    model_name,  # name_pattern (same as name for exact match)
+                    "litellm",   # provider (required field, cannot be NULL)
+                    False        # is_built_in
+                )
+                logger.info(f"Created new model '{model_name}' with ID {model_id}")
+
+            # Insert token prices for input tokens
+            await conn.execute(
+                """
+                INSERT INTO token_prices 
+                (model_id, token_type, is_prompt, base_rate, customization)
+                VALUES ($1, $2, $3, $4, $5)
+                """,
+                model_id,
+                "input",  # token_type
+                True,     # is_prompt
+                pricing["input_cost_per_token"],  # base_rate (cost per token)
+                None      # customization (no customization)
+            )
+
+            # Insert token prices for output tokens
+            await conn.execute(
+                """
+                INSERT INTO token_prices 
+                (model_id, token_type, is_prompt, base_rate, customization)
+                VALUES ($1, $2, $3, $4, $5)
+                """,
+                model_id,
+                "output",  # token_type
+                False,     # is_prompt
+                pricing["output_cost_per_token"],  # base_rate (cost per token)
+                None       # customization (no customization)
+            )
+
+            logger.info(
+                f"Inserted token prices for model {model_id}: "
+                f"input=${pricing['input_cost_per_token']}/token, "
+                f"output=${pricing['output_cost_per_token']}/token"
+            )
+
+        return True
+
+    except Exception as e:
+        logger.exception(e, message="Failed to insert model pricing into Phoenix database")
+        return False
+    finally:
+        if conn:
+            await conn.close()
+
+
+async def sync_pricing_to_phoenix(model_name: str = "default") -> bool:
+    """
+    Sync model pricing from LiteLLM to Phoenix database.
+
+    This function:
+    1. Fetches the LITELLM_ADMIN_KEY from environment or Dapr secret store
+    2. Gets model pricing from LiteLLM
+    3. Inserts/updates the model and pricing in Phoenix PostgreSQL database
+
+    Args:
+        model_name: Name of the model to sync pricing for
+
+    Returns:
+        True if sync was successful, False otherwise
+    """
+    try:
+        # Get Phoenix database URL from environment
+        phoenix_db_url = os.getenv("PHOENIX_SQL_DATABASE_URL")
+        if not phoenix_db_url:
+            logger.error("PHOENIX_SQL_DATABASE_URL not set in environment")
+            return False
+
+        # Get LiteLLM admin key - try environment first, then Dapr
+        admin_key = os.getenv("LITELLM_ADMIN_KEY")
+        if not admin_key:
+            try:
+                with DaprClient() as client:
+                    secret = client.get_secret(
+                        store_name="nemesis-secret-store", 
+                        key="LITELLM_ADMIN_KEY"
+                    )
+                    admin_key = secret.secret.get("LITELLM_ADMIN_KEY")
+            except Exception as e:
+                logger.warning(f"Could not get LITELLM_ADMIN_KEY from Dapr: {e}")
+
+        if not admin_key:
+            logger.error("LITELLM_ADMIN_KEY not found in environment or secret store")
+            return False
+
+        # Fetch model info from LiteLLM
+        model_info = await fetch_litellm_model_info(admin_key)
+        if not model_info:
+            return False
+
+        # Extract pricing for our model
+        pricing = extract_model_pricing(model_info, model_name)
+        if not pricing:
+            return False
+
+        logger.info(
+            "Extracted model pricing from LiteLLM",
+            model_name=model_name,
+            input_cost_per_token=pricing["input_cost_per_token"],
+            output_cost_per_token=pricing["output_cost_per_token"],
+            backend_model=pricing["backend_model"],
+        )
+
+        # Insert pricing into Phoenix database
+        success = await insert_phoenix_model_pricing(phoenix_db_url, model_name, pricing)
+
+        if success:
+            # Also store in environment for reference
+            os.environ["PHOENIX_MODEL_NAME"] = model_name
+            os.environ["PHOENIX_MODEL_PROVIDER"] = "litellm"
+            os.environ["PHOENIX_INPUT_COST_PER_TOKEN"] = str(pricing["input_cost_per_token"])
+            os.environ["PHOENIX_OUTPUT_COST_PER_TOKEN"] = str(pricing["output_cost_per_token"])
+
+            logger.info(
+                "Model pricing successfully synced to Phoenix database",
+                model_name=model_name,
+                input_cost_per_token=pricing["input_cost_per_token"],
+                output_cost_per_token=pricing["output_cost_per_token"],
+            )
+
+        return success
+
+    except Exception as e:
+        logger.exception(e, message="Failed to sync pricing to Phoenix")
+        return False
+
+
+def get_synced_pricing() -> Optional[Dict]:
+    """
+    Get the synced pricing information from environment variables.
+
+    Returns:
+        Dictionary with pricing info or None if not set
+    """
+    model_name = os.getenv("PHOENIX_MODEL_NAME")
+    if not model_name:
+        return None
+
+    return {
+        "model_name": model_name,
+        "provider": os.getenv("PHOENIX_MODEL_PROVIDER", "litellm"),
+        "input_cost_per_token": float(os.getenv("PHOENIX_INPUT_COST_PER_TOKEN", "0")),
+        "output_cost_per_token": float(os.getenv("PHOENIX_OUTPUT_COST_PER_TOKEN", "0")),
+    }
diff --git a/projects/agents/agents/prompt_manager.py b/projects/agents/agents/prompt_manager.py
new file mode 100644
index 0000000..d47bfbb
--- /dev/null
+++ b/projects/agents/agents/prompt_manager.py
@@ -0,0 +1,132 @@
+"""Manager for agent prompts stored in the database."""
+
+from typing import Any
+
+import psycopg
+import structlog
+from dapr.clients import DaprClient
+
+logger = structlog.get_logger(__name__)
+
+
+class PromptManager:
+    """Manager for loading and saving agent prompts to/from the database."""
+
+    _instance = None
+    _postgres_connection_string = None
+    _initialized = False
+
+    def __new__(cls):
+        if cls._instance is None:
+            cls._instance = super().__new__(cls)
+        return cls._instance
+
+    @classmethod
+    def initialize(cls):
+        """Initialize the PromptManager with PostgreSQL connection."""
+        if cls._initialized:
+            return
+
+        try:
+            with DaprClient() as client:
+                secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+                cls._postgres_connection_string = secret.secret["POSTGRES_CONNECTION_URL"]
+
+                if not cls._postgres_connection_string or cls._postgres_connection_string.strip() == "":
+                    logger.warning("Retrieved empty or whitespace-only POSTGRES_CONNECTION_URL from secret store")
+                    cls._postgres_connection_string = None
+                else:
+                    logger.debug("PromptManager initialized with PostgreSQL credentials")
+
+                cls._initialized = True
+        except Exception as e:
+            logger.warning("Failed to initialize PromptManager", error=str(e))
+            cls._postgres_connection_string = None
+
+    @classmethod
+    def is_available(cls) -> bool:
+        """Check if PromptManager is available for use."""
+        return cls._initialized and cls._postgres_connection_string is not None
+
+    def _get_connection(self):
+        """Get a database connection."""
+        if not self.is_available():
+            raise RuntimeError("PromptManager not initialized or PostgreSQL connection string unavailable")
+        return psycopg.connect(self._postgres_connection_string)
+
+    def get_prompt(self, agent_name: str) -> dict[str, Any] | None:
+        """Get agent prompt from database.
+
+        Args:
+            agent_name: Name of the agent (e.g., "validate")
+
+        Returns:
+            Dict with 'prompt', 'description', and 'enabled' keys, or None if not found
+        """
+        if not self.is_available():
+            logger.debug("PromptManager not available, cannot get prompt", agent_name=agent_name)
+            return None
+
+        query = """
+            SELECT name, description, prompt, enabled
+            FROM agent_prompts
+            WHERE name = %s AND enabled = true
+        """
+
+        try:
+            with self._get_connection() as conn:
+                with conn.cursor() as cur:
+                    cur.execute(query, (agent_name,))
+                    row = cur.fetchone()
+
+                    if row:
+                        logger.debug("Retrieved prompt from database", agent_name=agent_name)
+                        return {
+                            "prompt": row[2],
+                            "description": row[1],
+                            "enabled": row[3],
+                        }
+                    else:
+                        logger.debug("No enabled prompt found in database", agent_name=agent_name)
+                        return None
+
+        except Exception as e:
+            logger.warning("Failed to get prompt from database", agent_name=agent_name, error=str(e))
+            return None
+
+    def save_prompt(self, agent_name: str, prompt: str, description: str | None = None) -> bool:
+        """Save agent prompt to database.
+
+        Args:
+            agent_name: Name of the agent (e.g., "validate")
+            prompt: The prompt text
+            description: Optional description of what the agent does
+
+        Returns:
+            True if saved successfully, False otherwise
+        """
+        if not self.is_available():
+            logger.debug("PromptManager not available, cannot save prompt", agent_name=agent_name)
+            return False
+
+        query = """
+            INSERT INTO agent_prompts (name, prompt, description, enabled)
+            VALUES (%s, %s, %s, true)
+            ON CONFLICT (name)
+            DO UPDATE SET
+                prompt = EXCLUDED.prompt,
+                description = EXCLUDED.description,
+                updated_at = CURRENT_TIMESTAMP
+        """
+
+        try:
+            with self._get_connection() as conn:
+                with conn.cursor() as cur:
+                    cur.execute(query, (agent_name, prompt, description))
+
+            logger.info("Saved prompt to database", agent_name=agent_name)
+            return True
+
+        except Exception as e:
+            logger.error("Failed to save prompt to database", agent_name=agent_name, error=str(e))
+            return False
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
new file mode 100644
index 0000000..8af15f1
--- /dev/null
+++ b/projects/agents/agents/schemas.py
@@ -0,0 +1,93 @@
+from enum import Enum
+from typing import Any, Dict, List, Literal, Optional, Union
+
+from pydantic import BaseModel, Field, field_validator
+
+
+class TriageCategory(str, Enum):
+    """Triage decision categories"""
+    TRUE_POSITIVE = "true_positive"
+    FALSE_POSITIVE = "false_positive"
+    NEEDS_REVIEW = "needs_review"
+    NOT_TRIAGED = "not_triaged"
+    ERROR = "error"
+
+class TriageDecision(BaseModel):
+    """Schema for LLM triage decision response"""
+    decision: str = Field(..., description="Triage decision: true_positive, false_positive, or needs_review")
+    explanation: str = Field(..., description="One sentence explaining the reasoning for this decision")
+
+class TriageRequest(BaseModel):
+    """Schema for triage workflow input"""
+    finding_id: int = Field(..., description="Unique finding identifier")
+    finding_name: str = Field(..., description="Name/type of the finding")
+    category: Optional[str] = Field(None, description="Finding category")
+    severity: Optional[Union[int, str]] = Field(None, description="Finding severity level (0-10 or string)")
+    object_id: str = Field(..., description="Object storage ID")
+    data: List[str] = Field(..., description="Finding data payload")
+    raw_data: Optional[Dict[str, Any]] = Field(None, description="Raw finding data")
+    file_path: str = Field(..., description="Path of the file associated with finding")
+
+    @field_validator('severity')
+    @classmethod
+    def validate_severity(cls, v):
+        if v is None:
+            return v
+
+        try:
+            severity_int = int(v)
+        except (ValueError, TypeError):
+            raise ValueError(f"Severity must be convertible to integer, got: {v}")
+
+        if not 0 <= severity_int <= 10:
+            raise ValueError(f"Severity must be between 0 and 10, got: {severity_int}")
+
+        return severity_int
+
+class JWTAnalysis(BaseModel):
+    """Schema for JWT-specific analysis"""
+    is_expired: bool = Field(..., description="Whether the JWT is expired")
+    has_expiry_conflict: bool = Field(False, description="Whether there's conflicting expiry info")
+    is_sample_data: bool = Field(False, description="Whether this appears to be sample/test data")
+    decision: TriageCategory = Field(..., description="Triage decision for JWT")
+
+class ValidateRequest(BaseModel):
+    """Request for validation agent"""
+    file_path: str = Field(..., description="Path of the file being analyzed")
+    summary: str = Field(..., description="Security finding summary to validate")
+
+class ValidateResponse(BaseModel):
+    """Response from validation agent with strict decision values."""
+    decision: Literal["true_positive", "false_positive", "needs_review"] = Field(
+        ...,
+        description="Triage decision - MUST be exactly one of: true_positive, false_positive, needs_review"
+    )
+    explanation: str = Field(..., description="Accurate but concise 1 sentence explanation for the decision")
+    confidence: float = Field(default=1.0, ge=0.0, le=1.0, description="Confidence score 0-1.0")
+    true_positive_context: Optional[str] = Field(None, description="Context/risk for true_positive decisions. Only required for true_positive findings.")
+
+class CredentialWithContext(BaseModel):
+    """A credential with its surrounding textual context."""
+    credential: str = Field(..., description="The extracted credential/password")
+    context: str = Field(..., description="Surrounding textual context for the credential")
+
+class CredentialAnalysisResponse(BaseModel):
+    """Response from credential analysis agent."""
+    credentials: List[CredentialWithContext] = Field(default_factory=list, description="List of extracted credentials with their surrounding context")
+
+class SummaryResponse(BaseModel):
+    """Response from text summarization agent."""
+    summary: str = Field(..., description="Generated summary of the text content")
+
+class DotNetAnalysisResponse(BaseModel):
+    """Response from .NET analysis agent."""
+    analysis: str = Field(..., description="Detailed analysis of the .NET assembly")
+
+class TriageResult(BaseModel):
+    """Schema for the result returned by finding_triage_workflow()"""
+    finding_id: int = Field(..., description="ID of the finding that was triaged")
+    decision: str = Field(..., description="Triage decision made")
+    explanation: str = Field(..., description="Explanation for the triage decision")
+    confidence: Optional[float] = Field(None, ge=0.0, le=1.0, description="Confidence score 0-1.0 (optional)")
+    true_positive_context: Optional[str] = Field(None, description="Context/risk for true_positive decisions")
+    success: bool = Field(..., description="Whether the triage process completed successfully")
diff --git a/projects/agents/agents/tasks/THIRD_PARTY_LICENSES.txt b/projects/agents/agents/tasks/THIRD_PARTY_LICENSES.txt
new file mode 100644
index 0000000..f70d68a
--- /dev/null
+++ b/projects/agents/agents/tasks/THIRD_PARTY_LICENSES.txt
@@ -0,0 +1,30 @@
+-----------------------------------------------------------------------------
+
+- Cecil (dotnet_reversing/lib/Mono.Cecil.dll)
+  https://github.com/jbevain/cecil
+  Copyright (c) 2008 - 2015 Jb Evain
+  Copyright (c) 2008 - 2011 Novell, Inc.
+
+- iLSpy (dotnet_reversing/lib/ICSharpCode*.dll)
+  https://github.com/icsharpcode/ILSpy
+  Copyright (c) 2011-2025 AlphaSierraPapa for the ILSpy team
+
+---
+
+MIT license
+
+Permission is hereby granted, free of charge, to any person obtaining a copy of this
+software and associated documentation files (the "Software"), to deal in the Software
+without restriction, including without limitation the rights to use, copy, modify, merge,
+publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons
+to whom the Software is furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all copies or
+substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED,
+INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR
+PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE
+FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+DEALINGS IN THE SOFTWARE.
\ No newline at end of file
diff --git a/projects/agents/agents/tasks/credential_analyzer.py b/projects/agents/agents/tasks/credential_analyzer.py
new file mode 100644
index 0000000..f2df3fe
--- /dev/null
+++ b/projects/agents/agents/tasks/credential_analyzer.py
@@ -0,0 +1,246 @@
+"""Credential analysis agent using Pydantic AI."""
+
+import json
+import tempfile
+
+import psycopg
+import structlog
+from common.models import FileObject, FindingCategory, FindingOrigin
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
+
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import CredentialAnalysisResponse, CredentialWithContext
+
+logger = structlog.get_logger(__name__)
+
+
+def credentials_to_markdown(credentials: list[CredentialWithContext]) -> str:
+    """Format extracted credentials as markdown report."""
+    if not credentials:
+        return "## LLM Credential Analysis\n\nNo credentials found in this document."
+
+    markdown = "## LLM Credential Analysis\n\n"
+    markdown += "### Detected Credentials\n\n"
+
+    for i, cred in enumerate(credentials, 1):
+        markdown += f"#### Credential {i}\n\n"
+        markdown += f"**Credential:** `{cred.credential}`\n\n"
+        markdown += f"**Context:**\n```\n{cred.context}\n```\n\n"
+
+    return markdown
+
+
+class CredentialAnalyzer(BaseAgent):
+    """Agent for extracting credentials from text using LLM."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager()
+        self.name = "Credential Analyzer"
+        self.description = "Extracts credentials and passwords from text content using LLM analysis"
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.2
+        self.system_prompt = """You are a cybersecurity expert extremely proficient at identifying credentials and passwords.
+
+Analyze the following document and extract any credentials or passwords you find. For each credential found, provide:
+1. The credential itself (password, API key, token, etc.)
+2. The surrounding textual context (2-3 lines before and after the credential to show where it was found)
+
+Return your findings as a structured list. If no credentials are found, return an empty list."""
+        self.storage = StorageMinio()
+
+        from dapr.clients import DaprClient
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+
+    def _get_text_content(self, object_id: str) -> str:
+        """Get text content from file or extracted_text transform."""
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            if file_enriched.is_plaintext:
+                try:
+                    file_bytes = self.storage.download_bytes(object_id)
+                    return file_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.warning(f"Failed to decode plaintext file content: {e}")
+
+            # Look for extracted_text transform
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        SELECT transform_object_id
+                        FROM transforms
+                        WHERE object_id = %s AND type = 'extracted_text'
+                        LIMIT 1
+                        """,
+                        (object_id,)
+                    )
+                    result = cur.fetchone()
+                    transform_object_id = result[0] if result else None
+            if transform_object_id:
+                transform_object_id = str(transform_object_id)
+                try:
+                    transform_bytes = self.storage.download_bytes(transform_object_id)
+                    return transform_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.error(f"Failed to get extracted text transform content: {e}")
+
+            return ""
+
+        except Exception as e:
+            logger.error(f"Error getting text content: {e}")
+            return ""
+
+    def get_prompt(self) -> str:
+        """Get the credential analysis prompt from database or use default."""
+        try:
+            # Try to get prompt from database
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                # No prompt in database, try to save default
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    # This is expected during startup when event loop is running
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Analyze credentials in the given file."""
+        object_id = activity_input.get("object_id", "")
+
+        logger.debug("credential_analysis activity started", object_id=object_id)
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {"success": False, "error": "AI model not available for credential analysis"}
+
+        try:
+            # Get text content
+            text_content = self._get_text_content(object_id)
+            if not text_content:
+                return {"success": False, "error": "No text content found to analyze"}
+
+            # Get the current prompt from database or default
+            current_prompt = self.get_prompt()
+
+            agent = Agent(
+                model=model,
+                system_prompt=current_prompt,
+                output_type=CredentialAnalysisResponse,
+                instrument=ModelManager.is_instrumentation_enabled(),
+                retries=3,
+                model_settings=ModelSettings(temperature=self.llm_temperature),
+            )
+
+            prompt = f"""Document:
+
+{text_content}"""
+
+            result = agent.run_sync(prompt)
+            logger.debug(
+                "Credential LLM analysis completed",
+                object_id=object_id,
+                total_tokens=result.usage().total_tokens,
+                request_tokens=result.usage().request_tokens,
+                response_tokens=result.usage().response_tokens,
+            )
+
+            credentials = result.output.credentials
+
+            # Create markdown report
+            markdown_report = credentials_to_markdown(credentials)
+
+            # Store the analysis as a file
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_credentials:
+                tmp_credentials.write(markdown_report)
+                tmp_credentials.flush()
+                credentials_id = self.storage.upload_file(tmp_credentials.name)
+
+            # Add transform to database
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    metadata = {
+                        "file_name": "extracted_credentials.md",
+                        "display_type_in_dashboard": "markdown",
+                        "display_title": "LLM-Extracted Credentials",
+                        "default_display": True,
+                    }
+
+                    cur.execute(
+                        """
+                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                        VALUES (%s, %s, %s, %s)
+                        """,
+                        (object_id, "llm_extracted_credentials", credentials_id, json.dumps(metadata))
+                    )
+
+                    # Create finding if credentials were found
+                    if credentials:
+                        display_data = FileObject(
+                            type="finding_summary",
+                            metadata={"summary": markdown_report},
+                        )
+
+                        cur.execute(
+                            """
+                            INSERT INTO findings (
+                                category, finding_name, origin_type, origin_name,
+                                object_id, severity, raw_data, data
+                            )
+                            VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
+                            """,
+                            (
+                                FindingCategory.CREDENTIAL.value,
+                                "llm_extracted_credentials",
+                                FindingOrigin.ENRICHMENT_MODULE.value,
+                                "credential_analyzer",
+                                object_id,
+                                8,
+                                json.dumps({"credentials": [cred.model_dump() for cred in credentials]}),
+                                json.dumps([display_data.model_dump()])
+                            )
+                        )
+                conn.commit()
+
+            logger.debug("Credential analysis completed", object_id=object_id)
+            return {
+                "success": True,
+                "credentials_found": bool(credentials),
+                "transform_id": credentials_id,
+            }
+
+        except Exception as e:
+            logger.error("Credential analysis failed", object_id=object_id, error=str(e))
+            return {"success": False, "error": str(e)}
+
+
+def analyze_credentials(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = CredentialAnalyzer()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/agents/agents/tasks/dotnet_analyzer.py b/projects/agents/agents/tasks/dotnet_analyzer.py
new file mode 100644
index 0000000..55d45c2
--- /dev/null
+++ b/projects/agents/agents/tasks/dotnet_analyzer.py
@@ -0,0 +1,577 @@
+"""
+Adapted directly from https://github.com/dreadnode/example-agents/tree/6dbbfe85b335618ca5f4ca2bc5f439052b84d0b1/dotnet_reversing
+Author: @dreadnode
+License: None
+"""
+
+import json
+import os
+import sys
+import tempfile
+import typing as t
+from dataclasses import dataclass
+from pathlib import Path
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent, RunContext
+from pydantic_ai.exceptions import UsageLimitExceeded
+from pydantic_ai.settings import ModelSettings
+from pydantic_ai.usage import UsageLimits
+from pythonnet import load  # type: ignore [import-untyped]
+
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import DotNetAnalysisResponse
+
+logger = structlog.get_logger(__name__)
+
+# Load .NET runtime
+load("coreclr")
+
+import clr  # type: ignore [import-untyped] # noqa: E402
+
+# Add references to .NET libraries
+lib_dir = Path(__file__).parent.parent / "lib"
+sys.path.append(str(lib_dir))
+
+clr.AddReference("ICSharpCode.Decompiler")
+clr.AddReference("Mono.Cecil")
+
+from ICSharpCode.Decompiler import (  # type: ignore [import-not-found] # noqa: E402
+    DecompilerSettings,
+)
+from ICSharpCode.Decompiler.CSharp import (  # type: ignore [import-not-found] # noqa: E402
+    CSharpDecompiler,
+)
+from ICSharpCode.Decompiler.Metadata import (  # type: ignore [import-not-found] # noqa: E402
+    MetadataTokenHelpers,
+)
+from Mono.Cecil import AssemblyDefinition  # type: ignore [import-not-found] # noqa: E402
+
+# Helper functions (adapted from dotnet_reversing/reversing.py)
+
+
+def _shorten_dotnet_name(name: str) -> str:
+    return name.split(" ")[-1].split("(")[0]
+
+
+def _get_decompiler(path: Path | str) -> CSharpDecompiler:
+    settings = DecompilerSettings()
+    settings.ThrowOnAssemblyResolveErrors = False
+    return CSharpDecompiler(str(path), settings)
+
+
+def _decompile_token(path: Path | str, token: int) -> str:
+    entity_handle = MetadataTokenHelpers.TryAsEntityHandle(token.ToUInt32())  # type: ignore [attr-defined]
+    return _get_decompiler(path).DecompileAsString(entity_handle)  # type: ignore [no-any-return]
+
+
+def _find_references(assembly: AssemblyDefinition, search: str) -> list[str]:
+    flexible_search_strings = [
+        search.lower(),
+        search.lower().replace(".", "::"),
+        search.lower().replace("::", "."),
+    ]
+
+    using_methods: set[str] = set()
+    for module in assembly.Modules:
+        methods = []
+        for module_type in module.Types:
+            for method in module_type.Methods:
+                methods.append(method)
+
+        for method in methods:
+            if not method.HasBody:
+                continue
+
+            for instruction in method.Body.Instructions:
+                intruction_str = str(instruction.Operand).lower()
+
+                for _search in flexible_search_strings:
+                    if _search in intruction_str:
+                        using_methods.add(method.FullName)
+
+    return list(using_methods)
+
+
+DEFAULT_EXCLUDE = [
+    "mscorlib.dll",
+]
+
+
+@dataclass
+class DotnetReversing:
+    """Adapted from @dreadnode's dotnet_reversing/reversing.py"""
+
+    file_path: Path
+
+    @classmethod
+    def from_file(cls, path: Path | str) -> "DotnetReversing":
+        file_path = Path(path)
+        if not file_path.exists():
+            raise ValueError(f"File path does not exist: {file_path}")
+        return cls(file_path=file_path)
+
+    def decompile_module(self) -> str:
+        """Decompile the entire module and return the decompiled code as a string."""
+        logger.info(f"decompile_module({self.file_path})")
+        return _get_decompiler(self.file_path).DecompileWholeModuleAsString()  # type: ignore [no-any-return]
+
+    def decompile_type(self, type_name: str) -> str:
+        """Decompile a specific type and return the decompiled code as a string."""
+        logger.info(f"decompile_type({self.file_path}, {type_name})")
+        try:
+            # Use metadata token approach directly since the API signature is different
+            assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+            for module in assembly.Modules:
+                for module_type in module.Types:
+                    if module_type.FullName == type_name:
+                        return _decompile_token(self.file_path, module_type.MetadataToken)
+            return f"Type '{type_name}' not found in assembly"
+        except Exception as e:
+            logger.error(f"Error decompiling type '{type_name}': {e}")
+            return f"Error decompiling type '{type_name}': {str(e)}"
+
+    def list_namespaces(self) -> list[str]:
+        """List all namespaces in the assembly."""
+        logger.info(f"list_namespaces({self.file_path})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+
+        namespaces = set()
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                if "." in module_type.FullName:
+                    # Get namespace part (everything before the last dot)
+                    namespace = ".".join(module_type.FullName.split(".")[:-1])
+                    namespaces.add(namespace)
+                else:
+                    # Handle types without namespace (add as root)
+                    namespaces.add("<root>")
+
+        return sorted(namespaces)
+
+    def list_types_in_namespace(self, namespace: str) -> list[str]:
+        """List all types in the specified namespace."""
+        logger.info(f"list_types_in_namespace({self.file_path}, {namespace})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+
+        types = []
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                if namespace == "<root>":
+                    # Handle types without namespace
+                    if "." not in module_type.FullName or (
+                        module_type.FullName.count(".") == 1 and module_type.FullName.endswith("Module")
+                    ):
+                        types.append(module_type.FullName)
+                elif module_type.FullName.startswith(f"{namespace}."):
+                    # Check if the type belongs directly to this namespace (not a sub-namespace)
+                    remainder = module_type.FullName[len(namespace) + 1 :]
+                    if "." not in remainder:
+                        types.append(module_type.FullName)
+
+        return types
+
+    def list_types(self) -> list[str]:
+        """List all types in the assembly and return their full names."""
+        logger.info(f"list_types({self.file_path})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        return [module_type.FullName for module in assembly.Modules for module_type in module.Types]
+
+    def list_methods(self) -> list[str]:
+        """List all methods in the assembly and return their full names."""
+        logger.info(f"list_methods({self.file_path})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        methods: list[str] = []
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                methods.extend([method.FullName for method in module_type.Methods])
+        return methods
+
+    def search_for_references(self, search: str) -> list[str]:
+        """Locate all methods inside the assembly that reference the search string."""
+        logger.info(f"search_for_references({self.file_path}, {search})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        return _find_references(assembly, search)
+
+    def decompile_methods(self, method_names: list[str]) -> dict[str, str]:
+        """Decompile specific methods and return a dictionary with method names as keys and decompiled code as values."""
+        logger.info(f"decompile_methods({self.file_path}, {method_names})")
+        flexible_method_names = [_shorten_dotnet_name(name).lower() for name in method_names]
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        methods: dict[str, str] = {}
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                for method in module_type.Methods:
+                    method_name = _shorten_dotnet_name(method.FullName).lower()
+                    if method_name in flexible_method_names:
+                        methods[method.FullName] = _decompile_token(self.file_path, method.MetadataToken)
+        return methods
+
+    def list_methods_in_type(self, type_name: str) -> list[str]:
+        """List all methods in the specified type."""
+        logger.info(f"list_methods_in_type({self.file_path}, {type_name})")
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+
+        methods = []
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                if module_type.FullName == type_name:
+                    methods.extend([method.Name for method in module_type.Methods])
+                    break
+
+        return methods
+
+    def search_by_name(self, search: str) -> dict[str, list[str]]:
+        """Search for types and methods in the assembly that match the search string."""
+        logger.info(f"search_by_name({self.file_path}, {search})")
+
+        results: dict[str, list[str]] = {
+            "types": [],
+            "methods": [],
+        }
+
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        search_lower = search.lower()
+
+        # Type search
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                if search_lower in module_type.FullName.lower():
+                    results["types"].append(module_type.FullName)
+
+        # Method search
+        for module in assembly.Modules:
+            for module_type in module.Types:
+                for method in module_type.Methods:
+                    if search_lower in method.FullName.lower():
+                        results["methods"].append(method.FullName)
+
+        return results
+
+    def get_call_flows_to_method(self, method_name: str, max_depth: int = 10) -> list[list[str]]:
+        """Find all unique call flows to the target method and return nested list of method names representing call paths."""
+        logger.info(f"get_call_flows_to_method({self.file_path}, {method_name})")
+
+        def _extract_unique_call_paths(
+            tree: dict[str, t.Any], current_path: list[str] | None = None
+        ) -> list[list[str]]:
+            if current_path is None:
+                current_path = []
+
+            if not tree:  # Leaf node
+                return [current_path] if current_path else []
+
+            paths = []
+            for method, subtree in tree.items():
+                new_path = [method, *current_path]
+                paths.extend(_extract_unique_call_paths(subtree, new_path))
+
+            return paths
+
+        assembly = AssemblyDefinition.ReadAssembly(str(self.file_path))
+        short_target_name = _shorten_dotnet_name(method_name)
+
+        def build_tree(method_name: str, current_depth: int = 0, visited: set[str] | None = None) -> dict[str, t.Any]:
+            visited = visited or set()
+            if method_name in visited or current_depth > max_depth:
+                return {}
+
+            visited.add(method_name)
+            tree = {}
+
+            for caller in _find_references(assembly, method_name):
+                if caller not in visited:
+                    tree[caller] = build_tree(
+                        _shorten_dotnet_name(caller),
+                        current_depth + 1,
+                        visited.copy(),
+                    )
+
+            return tree
+
+        call_tree = build_tree(short_target_name)
+        return _extract_unique_call_paths(call_tree)
+
+
+class DotNetAnalyzer(BaseAgent):
+    """Agent for analyzing .NET assemblies using LLM."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager()
+        self.name = ".NET Assembly Analyzer"
+        self.description = "Adapted @dreadnode agent that analyzes .NET assemblies"
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.3
+        # Usage limits from environment variables with defaults
+        self.request_limit = int(os.getenv("DOTNET_ANALYSIS_RUN_REQUEST_LIMIT", 25))
+        self.total_tokens_limit = int(os.getenv("DOTNET_ANALYSIS_RUN_TOKENS_LIMIT", 1_000_000))
+        #         self.system_prompt = """You are a .NET reverse engineering expert with access to decompilation and analysis tools.
+
+        # Analyze the following .NET assembly and resolve the task below using all the tools available to you.
+        # Provide a report for all interesting findings you discover while performing the task.
+
+        # Focus your analysis on:
+        # 1. **Architecture & Design Patterns**: Identify architectural patterns, design patterns used
+        # 2. **Security Analysis**: Highlight potential security concerns, suspicious methods, crypto usage
+        # 3. **Functionality Assessment**: Describe what the assembly does, its main purposes
+        # 4. **Key Components**: Identify the most important classes, methods, and namespaces
+        # 5. **External Dependencies**: Note any interesting external API calls or P/Invoke usage
+        # 6. **Obfuscation/Protection**: Identify any signs of obfuscation, packing, or anti-analysis
+
+        # Provide your analysis in markdown format with clear sections and practical insights for a security analyst."""
+
+        self.system_prompt = """You are a .NET security vulnerability analyst with access to decompilation and analysis tools.
+
+Use the available tools systematically to analyze the assembly:
+1. Start with high-level overview (namespaces, types)
+2. Focus on security-relevant code patterns
+3. Decompile suspicious methods for detailed analysis
+
+Provide analysis in markdown format with actionable security findings."""
+        self.storage = StorageMinio()
+        self.dotnet_analyzer = None  # Will be set during execution
+
+        from dapr.clients import DaprClient
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+
+    def decompile_module(self, ctx: RunContext) -> str:
+        """Decompile the entire module and return the decompiled code as a string."""
+        if not self.dotnet_analyzer:
+            return "Error: .NET analyzer not initialized"
+        return self.dotnet_analyzer.decompile_module()
+
+    def decompile_type(self, ctx: RunContext, type_name: t.Annotated[str, "The specific type to decompile"]) -> str:
+        """Decompile a specific type and return the decompiled code as a string."""
+        if not self.dotnet_analyzer:
+            return "Error: .NET analyzer not initialized"
+        return self.dotnet_analyzer.decompile_type(type_name)
+
+    def decompile_methods(
+        self, ctx: RunContext, method_names: t.Annotated[list[str], "List of methods to decompile"]
+    ) -> dict[str, str]:
+        """Decompile specific methods and return a dictionary with method names as keys and decompiled code as values."""
+        if not self.dotnet_analyzer:
+            return {"error": ".NET analyzer not initialized"}
+        return self.dotnet_analyzer.decompile_methods(method_names)
+
+    def list_namespaces(self, ctx: RunContext) -> list[str]:
+        """List all namespaces in the assembly."""
+        if not self.dotnet_analyzer:
+            logger.error("TOOL ERROR: .NET analyzer not initialized")
+            return ["Error: .NET analyzer not initialized"]
+        result = self.dotnet_analyzer.list_namespaces()
+        return result
+
+    def list_types_in_namespace(
+        self, ctx: RunContext, namespace: t.Annotated[str, "The namespace to list types from"]
+    ) -> list[str]:
+        """List all types in the specified namespace."""
+        if not self.dotnet_analyzer:
+            return ["Error: .NET analyzer not initialized"]
+        return self.dotnet_analyzer.list_types_in_namespace(namespace)
+
+    def list_methods_in_type(self, ctx: RunContext, type_name: t.Annotated[str, "The full type name"]) -> list[str]:
+        """List all methods in the specified type."""
+        if not self.dotnet_analyzer:
+            return ["Error: .NET analyzer not initialized"]
+        return self.dotnet_analyzer.list_methods_in_type(type_name)
+
+    def list_types(self, ctx: RunContext) -> list[str]:
+        """List all types in the assembly and return their full names."""
+        if not self.dotnet_analyzer:
+            logger.error("TOOL ERROR: .NET analyzer not initialized")
+            return ["Error: .NET analyzer not initialized"]
+        result = self.dotnet_analyzer.list_types()
+        return result
+
+    def list_methods(self, ctx: RunContext) -> list[str]:
+        """List all methods in the assembly and return their full names."""
+        if not self.dotnet_analyzer:
+            return ["Error: .NET analyzer not initialized"]
+        return self.dotnet_analyzer.list_methods()
+
+    def search_for_references(
+        self, ctx: RunContext, search: t.Annotated[str, "A flexible search string used to check called function names"]
+    ) -> list[str]:
+        """Locate all methods inside the assembly that reference the search string. This can be used to locate uses of a specific function or method anywhere in the assembly."""
+        if not self.dotnet_analyzer:
+            return ["Error: .NET analyzer not initialized"]
+        return self.dotnet_analyzer.search_for_references(search)
+
+    def get_call_flows_to_method(
+        self, ctx: RunContext, method_name: t.Annotated[str, "Target method name"], max_depth: int = 10
+    ) -> list[list[str]]:
+        """Find all unique call flows to the target method and return a nested list of method names representing the call paths."""
+        if not self.dotnet_analyzer:
+            return [["Error: .NET analyzer not initialized"]]
+        return self.dotnet_analyzer.get_call_flows_to_method(method_name, max_depth)
+
+    def _is_dotnet_file(self, object_id: str) -> bool:
+        """Check if the file is a .NET assembly."""
+        try:
+            file_enriched = get_file_enriched(object_id)
+            return "mono/.net assembly" in file_enriched.magic_type.lower()
+        except Exception as e:
+            logger.error(f"Error checking if file is .NET assembly: {e}")
+            return False
+
+    def get_prompt(self) -> str:
+        """Get the .NET analysis prompt from database or use default."""
+        try:
+            # Try to get prompt from database
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                # No prompt in database, try to save default
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    # This is expected during startup when event loop is running
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Analyze .NET assembly content in the given file using interactive tools."""
+        object_id = activity_input.get("object_id", "")
+
+        logger.debug(".NET analysis activity started", object_id=object_id)
+
+        # Check if this is a .NET file
+        if not self._is_dotnet_file(object_id):
+            return {"success": False, "error": "File is not a .NET assembly"}
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {"success": False, "error": "AI model not available for .NET analysis"}
+
+        try:
+            # Download the file to a temporary location for analysis
+            file_enriched = get_file_enriched(object_id)
+            with self.storage.download(object_id) as temp_file:
+                # Initialize the dotnet analyzer for use by tools
+                self.dotnet_analyzer = DotnetReversing.from_file(temp_file.name)
+
+                # Get the current prompt from database or default
+                current_prompt = self.get_prompt()
+
+                # Create agent with tools
+                agent = Agent(
+                    model=model,
+                    system_prompt=current_prompt,
+                    output_type=DotNetAnalysisResponse,
+                    instrument=ModelManager.is_instrumentation_enabled(),
+                    retries=3,
+                    model_settings=ModelSettings(
+                        temperature=self.llm_temperature,
+                        max_tokens=16384,  # Allow for detailed analysis output
+                    ),
+                )
+
+                # Add tools to the agent
+                agent.tool(self.decompile_module)
+                agent.tool(self.decompile_type)
+                agent.tool(self.decompile_methods)
+                agent.tool(self.list_namespaces)
+                agent.tool(self.list_types_in_namespace)
+                agent.tool(self.list_methods_in_type)
+                agent.tool(self.list_types)
+                agent.tool(self.list_methods)
+                agent.tool(self.search_for_references)
+                agent.tool(self.get_call_flows_to_method)
+
+                prompt = f"""<task>
+Analyze this .NET assembly for security vulnerabilities. Focus on:
+- Input validation issues (SQL injection, path traversal, etc.)
+- Authentication/authorization bypasses
+- Cryptographic weaknesses
+- Unsafe deserialization
+- Privilege escalation vectors
+
+Prioritize findings by exploitability and business impact.
+</task>
+
+<files>
+{file_enriched.file_name} (analyzing: {temp_file.name})
+</files>"""
+
+                try:
+                    result = agent.run_sync(
+                        prompt,
+                        usage_limits=UsageLimits(
+                            request_limit=self.request_limit, total_tokens_limit=self.total_tokens_limit
+                        ),
+                    )
+                except UsageLimitExceeded as e:
+                    logger.error(".NET analysis hit usage limit", error=str(e), object_id=object_id)
+                    return {"success": False, "error": f"Analysis hit usage limit: {str(e)}"}
+                logger.debug(
+                    ".NET analysis LLM analysis completed",
+                    object_id=object_id,
+                    total_tokens=result.usage().total_tokens,
+                    request_tokens=result.usage().request_tokens,
+                    response_tokens=result.usage().response_tokens,
+                )
+
+                analysis = result.output.analysis
+
+                # Store the analysis as a file
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_analysis:
+                    tmp_analysis.write(analysis)
+                    tmp_analysis.flush()
+                    analysis_id = self.storage.upload_file(tmp_analysis.name)
+
+                # Add transform to database
+                with psycopg.connect(self.postgres_connection_url) as conn:
+                    with conn.cursor() as cur:
+                        metadata = {
+                            "file_name": "dotnet_analysis.md",
+                            "display_type_in_dashboard": "markdown",
+                            "display_title": ".NET Assembly Analysis",
+                            "default_display": True,
+                        }
+
+                        cur.execute(
+                            """
+                            INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                            VALUES (%s, %s, %s, %s)
+                            """,
+                            (object_id, "dotnet_analysis", analysis_id, json.dumps(metadata)),
+                        )
+                    conn.commit()
+
+                logger.debug(".NET analysis completed", object_id=object_id)
+                return {"success": True, "transform_id": analysis_id}
+
+        except Exception as e:
+            logger.error(".NET analysis failed", object_id=object_id, error=str(e))
+            return {"success": False, "error": str(e)}
+
+
+def analyze_dotnet_assembly(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = DotNetAnalyzer()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/agents/agents/tasks/jwt.py b/projects/agents/agents/tasks/jwt.py
new file mode 100644
index 0000000..71c0a0a
--- /dev/null
+++ b/projects/agents/agents/tasks/jwt.py
@@ -0,0 +1,141 @@
+"""JWT analysis agent for validating JWT findings."""
+
+import structlog
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from agents.base_agent import BaseAgent
+from agents.logger import set_agent_metadata
+from agents.schemas import JWTAnalysis, TriageCategory
+
+logger = structlog.get_logger(__name__)
+
+
+class JWTAgent(BaseAgent):
+    """Agent for analyzing JWT findings."""
+
+    def __init__(self):
+        super().__init__()
+        self.name = "JWT Analyzer"
+        self.description = "Rule-based JWT analysis that checks expiry status and identifies sample data"
+        self.agent_type = "rule_based"
+        self.has_prompt = False
+
+    def analyze_jwt_finding(self, summary: str, file_path: str) -> JWTAnalysis | None:
+        """
+        Analyze JWT findings without LLM - based on expiry status and patterns.
+        This is a non-LLM task that can run independently.
+
+        Args:
+            summary: The finding summary text
+            file_path: Path of the file containing the JWT
+
+        Returns:
+            JWTAnalysis object with decision, or None if not a JWT finding
+        """
+
+        # Check if this is actually a JWT finding
+        if "np.jwt.1" not in summary or "JWT Analysis" not in summary:
+            return None
+
+        logger.debug("Analyzing JWT finding from file", file_path=file_path)
+
+        # Check for expiry status in the summary
+        has_expired_true = "**Expired**: True" in summary
+        has_expired_false = "**Expired**: False" in summary
+
+        # Check for sample/test data indicators
+        is_sample_data = any(
+            indicator in file_path.lower() for indicator in ["test", "sample", "example", "demo", "mock", "fixture", "spec"]
+        )
+
+        # Determine if there's conflicting information
+        has_expiry_conflict = has_expired_true and has_expired_false
+
+        # Make triage decision based on rules
+        if has_expiry_conflict:
+            # Conflicting expiry info - might be multiple JWTs or parsing issue
+            decision = TriageCategory.TRUE_POSITIVE
+            is_expired = False  # Conservative assumption
+        elif has_expired_true and not has_expired_false:
+            # Clearly expired JWT - usually false positive
+            decision = TriageCategory.FALSE_POSITIVE
+            is_expired = True
+        elif has_expired_false and not has_expired_true:
+            # Valid (non-expired) JWT - potential security issue
+            decision = TriageCategory.TRUE_POSITIVE if not is_sample_data else TriageCategory.FALSE_POSITIVE
+            is_expired = False
+        else:
+            # No clear expiry information
+            decision = TriageCategory.NEEDS_REVIEW
+            is_expired = False
+
+        # Override decision if clearly sample data
+        if is_sample_data and decision == TriageCategory.TRUE_POSITIVE:
+            decision = TriageCategory.FALSE_POSITIVE
+
+        result = JWTAnalysis(
+            is_expired=is_expired, has_expiry_conflict=has_expiry_conflict, is_sample_data=is_sample_data, decision=decision
+        )
+
+        logger.debug(
+            "JWT analysis complete",
+            decision=result.decision,
+            expired=is_expired,
+            conflict=has_expiry_conflict,
+            sample=is_sample_data,
+        )
+
+        return result
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Analyze a JWT finding."""
+        file_path = activity_input.get("file_path", "")
+        object_id = activity_input.get("object_id", "")
+        finding_id = activity_input.get("finding_id", "")
+        summary = activity_input.get("summary", "")
+
+        logger.debug("validate_jwt_finding activity started", file_path=file_path)
+
+        try:
+            # Set metadata for this agent run
+            set_agent_metadata(
+                agent_name="jwt_analyzer",
+                file_path=file_path,
+                object_id=object_id,
+                finding_id=finding_id,
+                finding_type="jwt_analysis",
+                tags=["jwt", "rule_based"],
+            )
+
+            result = self.analyze_jwt_finding(summary, file_path)
+
+            if result is None:
+                # Not a JWT finding, return needs_review
+                return {
+                    "is_expired": False,
+                    "has_expiry_conflict": False,
+                    "is_sample_data": False,
+                    "decision": TriageCategory.NEEDS_REVIEW,
+                }
+
+            return {
+                "is_expired": result.is_expired,
+                "has_expiry_conflict": result.has_expiry_conflict,
+                "is_sample_data": result.is_sample_data,
+                "decision": result.decision,
+            }
+
+        except Exception as e:
+            logger.error("JWT analysis failed", file_path=file_path, error=str(e))
+            return {
+                "is_expired": False,
+                "has_expiry_conflict": False,
+                "is_sample_data": False,
+                "decision": TriageCategory.NOT_TRIAGED,
+            }
+
+
+def validate_jwt_finding(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = JWTAgent()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/agents/agents/tasks/summarizer.py b/projects/agents/agents/tasks/summarizer.py
new file mode 100644
index 0000000..a970cdc
--- /dev/null
+++ b/projects/agents/agents/tasks/summarizer.py
@@ -0,0 +1,185 @@
+"""Text summarization agent using Pydantic AI."""
+
+import json
+import tempfile
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
+
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import SummaryResponse
+
+logger = structlog.get_logger(__name__)
+
+
+class TextSummarizer(BaseAgent):
+    """Agent for summarizing text content using LLM."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager()
+        self.name = "Text Summarizer"
+        self.description = "Creates concise summaries of text content using LLM analysis"
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.3
+        self.system_prompt = """You are a document summarization assistant. Create a concise but thorough summary of the provided text. Focus on key points and main ideas. Include section headers to organize the summary. Use markdown formatting."""
+        self.storage = StorageMinio()
+
+        from dapr.clients import DaprClient
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+
+    def _get_text_content(self, object_id: str) -> str:
+        """Get text content from file or extracted_text transform."""
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            if file_enriched.is_plaintext:
+                try:
+                    file_bytes = self.storage.download_bytes(object_id)
+                    return file_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.warning(f"Failed to decode plaintext file content: {e}")
+
+            # Look for extracted_text transform
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        SELECT transform_object_id
+                        FROM transforms
+                        WHERE object_id = %s AND type = 'extracted_text'
+                        LIMIT 1
+                        """,
+                        (object_id,)
+                    )
+                    result = cur.fetchone()
+                    transform_object_id = result[0] if result else None
+            if transform_object_id:
+                transform_object_id = str(transform_object_id)
+                try:
+                    transform_bytes = self.storage.download_bytes(transform_object_id)
+                    return transform_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.error(f"Failed to get extracted text transform content: {e}")
+
+            return ""
+
+        except Exception as e:
+            logger.error(f"Error getting text content: {e}")
+            return ""
+
+    def get_prompt(self) -> str:
+        """Get the text summarization prompt from database or use default."""
+        try:
+            # Try to get prompt from database
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                # No prompt in database, try to save default
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    # This is expected during startup when event loop is running
+                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Summarize text content in the given file."""
+        object_id = activity_input.get("object_id", "")
+
+        logger.debug("text_summarization activity started", object_id=object_id)
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {"success": False, "error": "AI model not available for text summarization"}
+
+        try:
+            # Get text content
+            text_content = self._get_text_content(object_id)
+            if not text_content:
+                return {"success": False, "error": "No text content found to summarize"}
+
+            # Get the current prompt from database or default
+            current_prompt = self.get_prompt()
+
+            agent = Agent(
+                model=model,
+                system_prompt=current_prompt,
+                output_type=SummaryResponse,
+                instrument=ModelManager.is_instrumentation_enabled(),
+                retries=3,
+                model_settings=ModelSettings(temperature=self.llm_temperature),
+            )
+
+            prompt = f"Please summarize this text:\n\n{text_content}"
+
+            result = agent.run_sync(prompt)
+            logger.debug(
+                "Text summarization LLM analysis completed",
+                object_id=object_id,
+                total_tokens=result.usage().total_tokens,
+                request_tokens=result.usage().request_tokens,
+                response_tokens=result.usage().response_tokens,
+            )
+
+            summary = result.output.summary
+
+            # Store the summary as a file
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_summary:
+                tmp_summary.write(summary)
+                tmp_summary.flush()
+                summary_id = self.storage.upload_file(tmp_summary.name)
+
+            # Add transform to database
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    metadata = {
+                        "file_name": "text_summary.md",
+                        "display_type_in_dashboard": "markdown",
+                        "display_title": "Text Summary",
+                        "default_display": True,
+                    }
+
+                    cur.execute(
+                        """
+                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                        VALUES (%s, %s, %s, %s)
+                        """,
+                        (object_id, "text_summary", summary_id, json.dumps(metadata))
+                    )
+                conn.commit()
+
+            logger.debug("Text summarization completed", object_id=object_id)
+            return {"success": True, "transform_id": summary_id}
+
+        except Exception as e:
+            logger.error("Text summarization failed", object_id=object_id, error=str(e))
+            return {"success": False, "error": str(e)}
+
+
+def summarize_text(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = TextSummarizer()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/agents/agents/tasks/validate.py b/projects/agents/agents/tasks/validate.py
new file mode 100644
index 0000000..6b29fac
--- /dev/null
+++ b/projects/agents/agents/tasks/validate.py
@@ -0,0 +1,149 @@
+"""Validation agent for security findings using Pydantic AI."""
+
+import structlog
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
+
+from agents.base_agent import BaseAgent
+from agents.logger import set_agent_metadata
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import TriageCategory, ValidateResponse
+
+logger = structlog.get_logger(__name__)
+
+
+class ValidationAgent(BaseAgent):
+    """Agent for validating security findings."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager()
+        self.name = "Finding Validator"
+        self.description = (
+            "Validates security findings by triaging them as true positives, false positives, or needing review"
+        )
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.2  # Low temperature for validation tasks
+        self.system_prompt = """
+You are a cybersecurity expert triaging security findings.
+You are an expert information security analyst skilled at triaging security findings.
+
+Classify each finding as exactly one of:
+- "true_positive": genuine security issue (not from test/mock data)
+- "false_positive": incorrect match or test/sample/mock data (look for placeholders) or incorrect regex match
+- "needs_review": insufficient information to decide
+
+Consider file path, contents, and context. You need to be VERY sure for a true_positive.
+If this is a true_positive, also return a short sentence of context of what an attacker could do
+with this information (i.e., the risk). If it's not a true_positive omit this context.
+"""
+
+    def get_prompt(self) -> str:
+        """Get the validation prompt from database or use default."""
+        try:
+            # Try to get prompt from database
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                # No prompt in database, try to save default
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    # This is expected during startup when event loop is running
+                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Validate a security finding."""
+        file_path = activity_input.get("file_path", "")
+        object_id = activity_input.get("object_id", "")
+        finding_id = activity_input.get("finding_id", "")
+        summary = activity_input.get("summary", "")
+
+        logger.debug("validate_finding activity started", file_path=file_path)
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {
+                "decision": TriageCategory.NOT_TRIAGED,
+                "explanation": "AI model not available for validation",
+                "confidence": 0.0,
+            }
+
+        try:
+            # Set metadata for this agent run - this will be picked up by our custom processor
+            set_agent_metadata(
+                agent_name="security_finding_validator",
+                file_path=file_path,
+                object_id=object_id,
+                finding_id=finding_id,
+                finding_type="finding_validation",
+                tags=["validation"],
+            )
+
+            # Get the current prompt from database or default
+            current_prompt = self.get_prompt()
+
+            agent = Agent(
+                model=model,
+                system_prompt=current_prompt,
+                output_type=ValidateResponse,
+                instrument=ModelManager.is_instrumentation_enabled(),
+                retries=3,
+                model_settings=ModelSettings(temperature=self.llm_temperature),
+            )
+
+            prompt = f"""Please triage the following security finding:
+
+**File Path:** {file_path}
+**Finding Summary:**
+{summary}"""
+
+            result = agent.run_sync(prompt)
+            logger.debug(
+                "Finding LLM validation completed",
+                file_path=file_path,
+                total_tokens=result.usage().total_tokens,
+                request_tokens=result.usage().request_tokens,
+                response_tokens=result.usage().response_tokens,
+            )
+
+            response = {
+                "decision": result.output.decision,
+                "explanation": result.output.explanation,
+                "confidence": result.output.confidence,
+            }
+
+            # Only include true_positive_context if it exists
+            if result.output.true_positive_context:
+                response["true_positive_context"] = result.output.true_positive_context
+
+            return response
+
+        except Exception as e:
+            logger.error("Validation failed", file_path=file_path, error=str(e))
+            return {
+                "decision": TriageCategory.NOT_TRIAGED,
+                "explanation": f"Validation error: {str(e)}",
+                "confidence": 0.0,
+            }
+
+
+def validate_finding(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = ValidationAgent()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/agents/poetry.lock b/projects/agents/poetry.lock
new file mode 100644
index 0000000..fb01103
--- /dev/null
+++ b/projects/agents/poetry.lock
@@ -0,0 +1,3883 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
+name = "ag-ui-protocol"
+version = "0.1.8"
+description = ""
+optional = false
+python-versions = "<4.0,>=3.9"
+groups = ["main"]
+files = [
+    {file = "ag_ui_protocol-0.1.8-py3-none-any.whl", hash = "sha256:1567ccb067b7b8158035b941a985e7bb185172d660d4542f3f9c6fff77b55c6e"},
+    {file = "ag_ui_protocol-0.1.8.tar.gz", hash = "sha256:eb745855e9fc30964c77e953890092f8bd7d4bbe6550d6413845428dd0faac0b"},
+]
+
+[package.dependencies]
+pydantic = ">=2.11.2,<3.0.0"
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+]
+
+[[package]]
+name = "aiohttp"
+version = "3.12.15"
+description = "Async http client/server framework (asyncio)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"},
+    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"},
+    {file = "aiohttp-3.12.15-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:40b3fee496a47c3b4a39a731954c06f0bd9bd3e8258c059a4beb76ac23f8e421"},
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+    {file = "yarl-1.20.1-cp313-cp313t-win_amd64.whl", hash = "sha256:541d050a355bbbc27e55d906bc91cb6fe42f96c01413dd0f4ed5a5240513874f"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e42ba79e2efb6845ebab49c7bf20306c4edf74a0b20fc6b2ccdd1a219d12fad3"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:41493b9b7c312ac448b7f0a42a089dffe1d6e6e981a2d76205801a023ed26a2b"},
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+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d"},
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+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[[package]]
+name = "zipp"
+version = "3.23.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12,<3.14"
+content-hash = "c559277a995c6cb610d9514651a8ad8bd1dd9e58f3d1baf8e5b77afda023c2fa"
diff --git a/projects/agents/poetry.toml b/projects/agents/poetry.toml
new file mode 100644
index 0000000..be97f1e
--- /dev/null
+++ b/projects/agents/poetry.toml
@@ -0,0 +1,3 @@
+[virtualenvs]
+in-project = true
+prefer-active-python = true
\ No newline at end of file
diff --git a/projects/agents/pyproject.toml b/projects/agents/pyproject.toml
new file mode 100644
index 0000000..b6ce21a
--- /dev/null
+++ b/projects/agents/pyproject.toml
@@ -0,0 +1,41 @@
+[tool.poetry]
+name = "agents"
+version = "0.1.0"
+description = "Agents for Nemesis data processing and interaction."
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.12,<3.14"
+fastapi = "^0.115.6"
+uvicorn = "^0.34.0"
+dapr = "^1.15.0"
+dapr-ext-fastapi = "^1.15.0"
+structlog = "^25.1.0"
+pydantic = "^2.10.4"
+typing-extensions = "^4.12.2"
+gql = {extras = ["requests"], version = "^3.5.3"}
+websockets = "^14.2"
+# pydantic-ai-slim = {extras = ["retries"], version = "^0.7.1"}
+common = { path = "../../libs/common", develop = true }
+pydantic-ai = "^0.7.1"
+dapr-ext-workflow = "^1.15.0"
+logfire = "^4.3.3"
+colorlog = "^6.9.0"
+opentelemetry-instrumentation-fastapi = "^0.57b0"
+opentelemetry-api = "^1.36.0"
+opentelemetry-sdk = "^1.36.0"
+opentelemetry-instrumentation = "^0.57b0"
+opentelemetry-exporter-otlp-proto-grpc = "^1.36.0"
+opentelemetry-exporter-otlp-proto-http = "^1.36.0"
+openinference-instrumentation-pydantic-ai = {version = "^0.1.4", python = ">=3.12,<3.14"}
+asyncpg = "^0.30.0"
+psycopg = "^3.2.9"
+pythonnet = "^3.0.4"
+
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.9.2"
+
+[build-system]
+requires = ["poetry-core"]
+build-backend = "poetry.core.masonry.api"
+
diff --git a/projects/alerting/alerting/main.py b/projects/alerting/alerting/main.py
index 0e8660b..7900ad2 100644
--- a/projects/alerting/alerting/main.py
+++ b/projects/alerting/alerting/main.py
@@ -288,6 +288,42 @@ async def handle_alert(event: CloudEvent[Alert]):
         raise
 
 
+@app.get("/apprise-info")
+async def get_apprise_info():
+    """Get information about configured Apprise URLs, specifically Slack channels."""
+    apprise_urls = os.getenv("APPRISE_URLS", "")
+    
+    if not apprise_urls:
+        return {"channels": []}
+    
+    channels = []
+    
+    for apprise_url in apprise_urls.split(","):
+        url, tag = process_apprise_url(apprise_url)
+        
+        # Only process Slack URLs
+        if url.startswith("slack://"):
+            # Extract channel name from Slack URL format: slack://TOKEN@WORKSPACE/#channel
+            import re
+            channel_match = re.search(r'#([^?]+)', url)
+            if channel_match:
+                channel_name = channel_match.group(1)
+                
+                if tag and tag != "default":
+                    channels.append({
+                        "name": channel_name,
+                        "type": "tagged",
+                        "tag": tag
+                    })
+                else:
+                    channels.append({
+                        "name": channel_name,
+                        "type": "main"
+                    })
+    
+    return {"channels": channels}
+
+
 @app.api_route("/healthz", methods=["GET", "HEAD"])
 async def healthcheck():
     """Health check endpoint for Docker healthcheck."""
diff --git a/projects/alerting/pyproject.toml b/projects/alerting/pyproject.toml
index 44757ca..26e9520 100644
--- a/projects/alerting/pyproject.toml
+++ b/projects/alerting/pyproject.toml
@@ -27,71 +27,3 @@ ruff = "^0.9.2"
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
-[tool.ruff]
-select = [
-    "E",      # pycodestyle errors
-    "W",      # pycodestyle warnings
-    "F",      # pyflakes
-    "I",      # isort
-    "C",      # flake8-comprehensions
-    "B",      # flake8-bugbear
-    "UP",     # pyupgrade
-    "NPY",    # numpydoc
-    "A",      # flake8-annotations
-    "TCH001", # Move application-only imports into TYPE_CHECKING block
-    "TCH002", # Move third-party imports into TYPE_CHECKING block
-    "TCH003", # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
diff --git a/projects/cli/cli/main.py b/projects/cli/cli/main.py
index 1a47fe9..47d0ded 100644
--- a/projects/cli/cli/main.py
+++ b/projects/cli/cli/main.py
@@ -1,6 +1,7 @@
 # main.py
 import asyncio
 import sys
+from typing import Optional
 
 import click
 
@@ -122,6 +123,7 @@ def get_os_user_and_host_string() -> str:
 @click.option("-u", "--username", default="n", help="Basic auth username", show_default=True)
 @click.option("-p", "--password", default="n", help="Basic auth password", show_default=True)
 @click.option("--project", default="assess-test", help="Project name for metadata", show_default=True)
+@click.option("--source", help="Source name for metadata (e.g., 'host://HOST1')")
 @click.option(
     "--agent-id", default=("submit" + get_os_user_and_host_string()), help="Agent ID for metadata", show_default=True
 )
@@ -130,7 +132,35 @@ def get_os_user_and_host_string() -> str:
     "--file",
     "file_path",
     type=click.Path(exists=True, dir_okay=False, path_type=str),
-    help="Path to single file to submit (alternative to PATHS for backwards compatibility)",
+    help="Path to single file to submit",
+    default=None,
+)
+@click.option(
+    "--container",
+    is_flag=True,
+    help="Submit files as containers to the /containers endpoint",
+)
+@click.option(
+    "--filters",
+    type=click.Path(exists=True, dir_okay=False, path_type=str),
+    help="Path to JSON file containing file filters (only used with --container)",
+)
+@click.option(
+    "--include-pattern",
+    multiple=True,
+    help="Include glob pattern for container filtering (can be used multiple times). Only used with --container.",
+)
+@click.option(
+    "--exclude-pattern",
+    multiple=True,
+    help="Exclude glob pattern for container filtering (can be used multiple times). Only used with --container.",
+)
+@click.option(
+    "--repeat",
+    type=int,
+    default=0,
+    help="Number of additional times to repeat the submission (default: 0 - no repeat)",
+    show_default=True,
 )
 def submit(
     debug: bool,
@@ -143,8 +173,15 @@ def submit(
     project: str,
     agent_id: str,
     file_path: str,
+    container: bool,
+    source: Optional[str] = None,
+    filters: Optional[str] = None,
+    include_pattern: tuple[str, ...] = (),
+    exclude_pattern: tuple[str, ...] = (),
+    repeat: int = 0,
 ):
     """Submit files to Nemesis for processing"""
+    pattern_type: str = "glob"  # only handle glob formats if passed manually, for now
     submit_main(
         debug,
         paths,
@@ -156,6 +193,13 @@ def submit(
         project,
         agent_id,
         file_path,
+        container,
+        source,
+        filters,
+        include_pattern,
+        exclude_pattern,
+        pattern_type,
+        repeat,
     )
 
 
@@ -166,11 +210,13 @@ def submit(
 @click.option("-u", "--username", default="n", help="Basic auth username", show_default=True)
 @click.option("-p", "--password", default="n", help="Basic auth password", show_default=True)
 @click.option("--project", default="assess-test", help="Project name for metadata", show_default=True)
+@click.option("--source", help="Source name for metadata")
 @click.option(
     "--agent-id", default=("monitor" + get_os_user_and_host_string()), help="Agent ID for metadata", show_default=True
 )
 @click.option("-w", "--workers", default=10, help="Number of worker threads for initial submission", show_default=True)
 @click.option("--only-monitor", is_flag=True, help="Only monitor for new files, don't submit existing files")
+@click.option("--container", is_flag=True, help="Submit files as containers to the /containers endpoint")
 def monitor(
     path: str,
     debug: bool,
@@ -181,6 +227,8 @@ def monitor(
     agent_id: str,
     workers: int,
     only_monitor: bool,
+    container: bool,
+    source: Optional[str] = None,
 ):
     """Monitor a folder for new files and submit them to Nemesis"""
     monitor_main(
@@ -193,6 +241,8 @@ def monitor(
         agent_id,
         only_monitor,
         workers,
+        container,
+        source,
     )
 
 
diff --git a/projects/cli/cli/monitor.py b/projects/cli/cli/monitor.py
index 4370eb4..6434d28 100644
--- a/projects/cli/cli/monitor.py
+++ b/projects/cli/cli/monitor.py
@@ -3,6 +3,7 @@ import logging
 import sys
 import time
 from pathlib import Path
+from typing import Optional
 
 import click
 from watchdog.events import FileSystemEventHandler
@@ -15,13 +16,25 @@ from cli.submit import submit_files
 class NewFileHandler(FileSystemEventHandler):
     """Handler for new file events in the monitored directory"""
 
-    def __init__(self, host: str, username: str, password: str, project: str, agent_id: str, logger: logging.Logger):
+    def __init__(
+        self,
+        host: str,
+        username: str,
+        password: str,
+        project: str,
+        agent_id: str,
+        logger: logging.Logger,
+        container: bool = False,
+        source: str = None,
+    ):
         self.host = host
         self.username = username
         self.password = password
         self.project = project
         self.agent_id = agent_id
         self.logger = logger
+        self.container = container
+        self.source = source
 
     def on_created(self, event):
         """Called when a file or directory is created"""
@@ -43,6 +56,8 @@ class NewFileHandler(FileSystemEventHandler):
                     password=self.password,
                     project=self.project,
                     agent_id=self.agent_id,
+                    container=self.container,
+                    source=self.source,
                 )
             except Exception as e:
                 self.logger.error(f"Failed to submit new file {file_path}: {e}")
@@ -64,6 +79,8 @@ class NewFileHandler(FileSystemEventHandler):
                     password=self.password,
                     project=self.project,
                     agent_id=self.agent_id,
+                    container=self.container,
+                    source=self.source,
                 )
             except Exception as e:
                 self.logger.error(f"Failed to submit moved file {file_path}: {e}")
@@ -79,6 +96,8 @@ def monitor_main(
     agent_id: str,
     only_monitor: bool,
     workers: int,
+    container: bool,
+    source: Optional[str] = None,
 ):
     """Monitor a folder for new files and submit them to Nemesis"""
     try:
@@ -108,6 +127,8 @@ def monitor_main(
                 password=password,
                 project=project,
                 agent_id=agent_id,
+                container=container,
+                source=source,
             )
 
             if not success:
@@ -118,7 +139,7 @@ def monitor_main(
             logger.info("Skipping existing files (--only-monitor enabled)")
 
         # Set up file system watcher
-        event_handler = NewFileHandler(host, username, password, project, agent_id, logger)
+        event_handler = NewFileHandler(host, username, password, project, agent_id, logger, container, source)
         observer = Observer()
         observer.schedule(event_handler, str(folder_path), recursive=True)
 
diff --git a/projects/cli/cli/mythic_connector/config.py b/projects/cli/cli/mythic_connector/config.py
index a298ddd..ce04269 100644
--- a/projects/cli/cli/mythic_connector/config.py
+++ b/projects/cli/cli/mythic_connector/config.py
@@ -124,9 +124,7 @@ VALIDATORS = [
     Validator(
         "mythic.credential.password", must_exist=True, when=Validator("mythic.credential.token", must_exist=False)
     ),
-    Validator(
-        "mythic.credential.token", must_exist=True, when=Validator("mythic.credential.username", must_exist=False)
-    ),
+    Validator("mythic.credential.token", must_exist=False),
     # Nemesis validators
     Validator("nemesis.url", must_exist=True),
     Validator("nemesis.credential", must_exist=True),
diff --git a/projects/cli/cli/mythic_connector/handlers.py b/projects/cli/cli/mythic_connector/handlers.py
index 6e8b73f..f2c3933 100644
--- a/projects/cli/cli/mythic_connector/handlers.py
+++ b/projects/cli/cli/mythic_connector/handlers.py
@@ -175,8 +175,12 @@ class FileHandler:
                 """Callback to upload the downloaded file to Nemesis."""
 
                 self._total_files_count += 1
+                # Use the host field as the source identifier
+                source = f"host://{file_meta.get('host', 'unknown')}"
+                
                 metadata = FileMetadata(
                     agent_id="mythic",
+                    source=source,
                     project=self.cfg.project,
                     timestamp=datetime.now(UTC),
                     expiration=datetime.now(UTC).replace(year=datetime.now().year + 1),
diff --git a/projects/cli/cli/nemesis_client.py b/projects/cli/cli/nemesis_client.py
index 915afe1..7c26abb 100644
--- a/projects/cli/cli/nemesis_client.py
+++ b/projects/cli/cli/nemesis_client.py
@@ -34,13 +34,14 @@ class NemesisClient:
             cfg.credential.password,
         )
 
-    def create_file_metadata(self, path: str, agent_id: str, project: str) -> FileMetadata:
+    def create_file_metadata(self, path: str, agent_id: str, project: str, source: str | None = None) -> FileMetadata:
         """Create standardized file metadata.
 
         Args:
             path: File path
             agent_id: Identifier for the agent
             project: Project name
+            source: Optional source identifier (e.g., "host://192.168.1.1", "https://site.domain.com")
 
         Returns:
             FileMetadata object with standard fields
@@ -48,6 +49,7 @@ class NemesisClient:
         now = datetime.now(UTC)
         return FileMetadata(
             agent_id=agent_id,
+            source=source,
             project=project,
             timestamp=now,
             expiration=now.replace(year=now.year + 1),
diff --git a/projects/cli/cli/stage1_connector/download_processor.py b/projects/cli/cli/stage1_connector/download_processor.py
index 00a15a9..8153440 100644
--- a/projects/cli/cli/stage1_connector/download_processor.py
+++ b/projects/cli/cli/stage1_connector/download_processor.py
@@ -161,8 +161,12 @@ class OutflankDownloadProcessor:
 
         # Upload the file to Nemesis
         try:
+            # Use the implant hostname as the source identifier
+            source = f"host://{implant.hostname}" if implant.hostname else None
+
             metadata = FileMetadata(
                 agent_id="stage1",
+                source=source,
                 project=self.project,
                 timestamp=datetime.now(UTC),
                 expiration=datetime.now(UTC).replace(year=datetime.now().year + 1),
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index 32b7543..be88c2f 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -4,7 +4,7 @@ import logging
 import os
 import sys
 import threading
-from datetime import UTC, datetime
+import time
 from pathlib import Path
 from queue import Empty, Queue
 from threading import Event, Thread
@@ -14,6 +14,8 @@ import click
 import colorlog
 import requests
 import urllib3
+from requests.adapters import HTTPAdapter
+from requests.packages.urllib3.util.retry import Retry
 from tqdm import tqdm
 
 # Disable SSL warnings for the submit functionality
@@ -110,6 +112,83 @@ class UploadTracker:
                 logger.warning(f"• {path}: {error}")
 
 
+def parse_filters(
+    filters_file: Optional[str],
+    include_patterns: tuple[str, ...],
+    exclude_patterns: tuple[str, ...],
+    pattern_type: str,
+) -> Optional[dict]:
+    """Parse filter options into the format expected by the API"""
+
+    # If a filters file is provided, load it
+    if filters_file:
+        if include_patterns or exclude_patterns:
+            raise ValueError("Cannot specify both --filters file and --include-pattern/--exclude-pattern options")
+
+        try:
+            with open(filters_file) as f:
+                filters_data = json.load(f)
+
+            # Validate the structure
+            if not isinstance(filters_data, dict):
+                raise ValueError("Filters file must contain a JSON object")
+
+            # Ensure pattern_type is set if not specified in file
+            if "pattern_type" not in filters_data:
+                filters_data["pattern_type"] = pattern_type
+
+            return filters_data
+
+        except json.JSONDecodeError as e:
+            raise ValueError(f"Invalid JSON in filters file: {e}") from e
+        except Exception as e:
+            raise ValueError(f"Error reading filters file: {e}") from e
+
+    # If inline patterns are provided, build the filter object
+    elif include_patterns or exclude_patterns:
+        file_filters = {"pattern_type": pattern_type}
+
+        if include_patterns:
+            file_filters["include"] = list(include_patterns)
+        if exclude_patterns:
+            file_filters["exclude"] = list(exclude_patterns)
+
+        return file_filters
+
+    return None
+
+
+def validate_filters(file_filters: dict) -> None:
+    """Validate the structure of file filters"""
+    allowed_fields = {"include", "exclude", "pattern_type"}
+
+    if not isinstance(file_filters, dict):
+        raise ValueError("file_filters must be a dictionary")
+
+    # Check for unknown fields
+    unknown_fields = set(file_filters.keys()) - allowed_fields
+    if unknown_fields:
+        raise ValueError(f"Unknown filter fields: {', '.join(unknown_fields)}")
+
+    # Validate pattern_type
+    pattern_type = file_filters.get("pattern_type", "glob")
+    if pattern_type not in ["glob", "regex"]:
+        raise ValueError(f"pattern_type must be 'glob' or 'regex', got: {pattern_type}")
+
+    # Validate include/exclude are lists of strings
+    for field in ["include", "exclude"]:
+        if field in file_filters:
+            patterns = file_filters[field]
+            if not isinstance(patterns, list):
+                raise ValueError(f"{field} must be a list of strings")
+            if not all(isinstance(p, str) for p in patterns):
+                raise ValueError(f"All {field} patterns must be strings")
+
+    # At least one of include or exclude should be present
+    if not any(field in file_filters for field in ["include", "exclude"]):
+        raise ValueError("At least one of 'include' or 'exclude' patterns must be specified")
+
+
 def submit_main(
     debug: bool,
     paths: tuple[str, ...],
@@ -121,6 +200,13 @@ def submit_main(
     project: str,
     agent_id: str,
     file_path: str,
+    container: bool,
+    source: Optional[str] = None,
+    filters: Optional[str] = None,
+    include_pattern: tuple[str, ...] = (),
+    exclude_pattern: tuple[str, ...] = (),
+    pattern_type: str = "glob",
+    repeat: int = 0,
 ):
     """Submit files to Nemesis for processing.
 
@@ -143,6 +229,15 @@ def submit_main(
 
         # Upload with basic auth:
         main.py submit /etc/issue -u admin -p secret
+
+        # Upload container with filters from file:
+        main.py submit archive.zip --container --filters filters.json
+
+        # Upload container with inline patterns:
+        main.py submit archive.zip --container --include-pattern "*.exe" --exclude-pattern "*/temp/*"
+
+        # Submit file twice (original + 1 repeat):
+        main.py submit /etc/issue --repeat 1
     """
     try:
         if debug:
@@ -159,6 +254,16 @@ def submit_main(
             logger.error("No files or paths specified")
             sys.exit(1)
 
+        # Validate repeat parameter
+        if repeat < 0:
+            logger.error("Repeat count must be at least 0")
+            sys.exit(1)
+
+        # Validate filter options
+        file_filters = None
+        if container and (filters or include_pattern or exclude_pattern):
+            file_filters = parse_filters(filters, include_pattern, exclude_pattern, pattern_type)
+
         # Convert to Path objects
         path_objects = [Path(p) for p in paths]
 
@@ -173,6 +278,10 @@ def submit_main(
             password=password,
             project=project,
             agent_id=agent_id,
+            container=container,
+            source=source,
+            file_filters=file_filters,
+            repeat=repeat,
         )
 
         if not success:
@@ -188,47 +297,98 @@ def submit_files(
     host: str = "0.0.0.0:7443",
     recursive: bool = False,
     verbose: bool = False,
-    workers: int = 10,
+    workers: int = 5,
     username: str = "n",
     password: str = "n",
     project: str = "assess-test",
-    agent_id: str = "beacon123",
+    agent_id: str = "submit.sh",
+    container: bool = False,
+    source: Optional[str] = None,
+    file_filters: Optional[dict] = None,
+    repeat: int = 0,
 ):
     """Submit files to Nemesis"""
 
-    file_queue = Queue()
-    error_queue = Queue()
-    tracker = UploadTracker()
-    stop_event = Event()
-
-    # Start counting total files (this will also start filling the queue)
-    total_files = stream_files(paths, recursive, file_queue)
-
-    if total_files == 0:
-        logger.error("No files found to upload")
+    # Validate that filters are only used with container mode
+    if file_filters and not container:
+        logger.error("File filters can only be used with --container flag")
         return False
 
     # Validate authentication before starting uploads
-    # Disable SSL warnings
     urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
     auth = (username, password) if username and password else None
     if not validate_auth(host, auth):
         return False
 
-    # Create progress bar
+    # Create session with retry logic and connection pooling
+    session = create_session_with_retries()
+
+    # Total submissions = 1 original + repeat additional submissions
+    total_submissions = 1 + repeat
+
+    # Get list of files once
+    temp_queue = Queue()
+    total_files = stream_files(paths, recursive, temp_queue)
+
+    if total_files == 0:
+        logger.error("No files found to upload")
+        return False
+
+    # Convert queue to list for reuse across submissions
+    files_to_submit = []
+    while not temp_queue.empty():
+        try:
+            files_to_submit.append(temp_queue.get_nowait())
+        except Empty:
+            break
+
+    # Calculate total operations for progress bar
+    total_operations = total_files * total_submissions
+
+    # Create shared structures for concurrent submission
+    overall_tracker = UploadTracker()
+    error_queue = Queue()
+    stop_event = Event()
+
+    if total_submissions > 1:
+        logger.info(f"Starting {total_submissions} concurrent submissions ({total_files} files × {total_submissions} submissions = {total_operations} total operations)")
+
+    # Create progress bar for all operations
     with tqdm(
-        total=total_files,
-        desc="Uploading files",
-        unit="file",
+        total=total_operations,
+        desc="Uploading files concurrently" if total_submissions > 1 else "Uploading files",
+        unit="upload",
         bar_format="{l_bar}{bar}| {n_fmt}/{total_fmt} [{elapsed}<{remaining}]",
     ) as pbar:
-        # Create and start worker threads
+        # Create worker threads - each handles multiple submissions of the same file
         threads = []
-        # Auth credentials already validated above
-        for _ in range(min(workers, total_files)):
+        file_submission_queue = Queue()
+
+        # Populate queue with (file, submission_number) pairs
+        for submission_num in range(total_submissions):
+            for file_path in files_to_submit:
+                file_submission_queue.put((file_path, submission_num))
+
+        # Create worker threads
+        for _ in range(min(workers, total_operations)):
             thread = Thread(
-                target=worker,
-                args=(file_queue, host, tracker, pbar, error_queue, stop_event, verbose, auth, project, agent_id),
+                target=concurrent_worker,
+                args=(
+                    file_submission_queue,
+                    host,
+                    session,
+                    overall_tracker,
+                    pbar,
+                    error_queue,
+                    stop_event,
+                    verbose,
+                    auth,
+                    project,
+                    agent_id,
+                    container,
+                    source,
+                    file_filters,
+                ),
             )
             thread.start()
             threads.append(thread)
@@ -238,8 +398,8 @@ def submit_files(
             thread.join()
 
     # Display final metrics
-    tracker.display_summary()
-    return tracker.failed == 0  # Return True if no failures
+    overall_tracker.display_summary()
+    return overall_tracker.failed == 0
 
 
 def stream_files(paths: list[Path], recursive: bool, file_queue: Queue) -> int:
@@ -298,53 +458,134 @@ def validate_auth(host_port: str, auth: Optional[tuple[str, str]] = None) -> boo
         return False
 
 
-def create_metadata(path: str, project: str = "assess-test", agent_id: str = "beacon123") -> dict:
-    return {
+def create_metadata(
+    path: str,
+    project: str = "assess-test",
+    agent_id: str = "submit.sh",
+    source: Optional[str] = None,
+    file_filters: Optional[dict] = None,
+) -> dict:
+    """Create metadata dictionary for file submission"""
+    metadata = {
         "agent_id": agent_id,
         "project": project,
-        "timestamp": datetime.now(UTC).isoformat(),
-        "expiration": datetime.now(UTC).replace(year=datetime.now().year + 1).isoformat(),
+        # "timestamp": datetime.now(UTC).isoformat(), # these have defaults in the submission API now
+        # "expiration": datetime.now(UTC).replace(year=datetime.now().year + 1).isoformat(),
         "path": str(path),
     }
+    if source:
+        metadata["source"] = source
+    if file_filters:
+        # Validate filters before adding to metadata
+        validate_filters(file_filters)
+        metadata["file_filters"] = file_filters
+    return metadata
+
+
+def create_session_with_retries() -> requests.Session:
+    """
+    Create a requests session with retry logic and connection pooling.
+    """
+    session = requests.Session()
+
+    # Configure retry strategy with exponential backoff
+    retry_strategy = Retry(
+        total=3,  # Total number of retries
+        status_forcelist=[429, 500, 502, 503, 504],  # HTTP status codes to retry on
+        # method_whitelist=["HEAD", "GET", "POST"],  # HTTP methods to retry
+        backoff_factor=1,  # Exponential backoff factor (1, 2, 4 seconds)
+        raise_on_status=False,  # Don't raise on status codes in status_forcelist
+    )
+
+    # Configure HTTP adapter with retry strategy
+    adapter = HTTPAdapter(
+        max_retries=retry_strategy,
+        pool_connections=10,  # Number of connection pools
+        pool_maxsize=20,  # Maximum number of connections in pool
+        pool_block=False,  # Don't block when pool is full
+    )
+
+    session.mount("http://", adapter)
+    session.mount("https://", adapter)
+
+    return session
 
 
 def upload_file(
     file_path: Path,
     host_port: str,
+    session: requests.Session,
     auth: Optional[tuple[str, str]] = None,
     project: str = "assess-test",
-    agent_id: str = "beacon123",
+    agent_id: str = "submit.sh",
+    container: bool = False,
+    source: Optional[str] = None,
+    file_filters: Optional[dict] = None,
 ) -> tuple[bool, Optional[str], int]:
     """
-    Attempt to upload a file. Returns (success, error_message, bytes_uploaded).
+    Attempt to upload a file with retry logic. Returns (success, error_message, bytes_uploaded).
     If success is True, error_message will be None.
     """
-    try:
-        if not os.access(file_path, os.R_OK):
-            raise PermissionError(f"No read permission for {file_path}")
+    max_retries = 3
+    base_delay = 1.0
 
-        metadata = create_metadata(str(file_path), project, agent_id)
-        file_size = file_path.stat().st_size
+    for attempt in range(max_retries):
+        try:
+            if not os.access(file_path, os.R_OK):
+                raise PermissionError(f"No read permission for {file_path}")
 
-        with open(file_path, "rb") as f:
-            files = {"file": f, "metadata": (None, json.dumps(metadata))}
-            response = requests.post(f"https://{host_port}/api/files", files=files, auth=auth, verify=False)
-            response.raise_for_status()
-            return True, None, file_size
+            metadata = create_metadata(str(file_path), project, agent_id, source, file_filters)
+            file_size = file_path.stat().st_size
 
-    except PermissionError:
-        return False, f"Permission denied: {file_path}", 0
-    except FileNotFoundError:
-        return False, f"File not found: {file_path}", 0
-    except requests.exceptions.RequestException as e:
-        return False, f"Upload failed: {file_path} - {str(e)}", 0
-    except Exception as e:
-        return False, f"Unexpected error with {file_path}: {str(e)}", 0
+            endpoint = "/api/containers" if container else "/api/files"
+
+            with open(file_path, "rb") as f:
+                files = {"file": f, "metadata": (None, json.dumps(metadata))}
+                response = session.post(
+                    f"https://{host_port}{endpoint}",
+                    files=files,
+                    auth=auth,
+                    verify=False,
+                    timeout=(30, 300),
+                )
+                response.raise_for_status()
+                return True, None, file_size
+
+        except PermissionError:
+            return False, f"Permission denied: {file_path}", 0
+        except FileNotFoundError:
+            return False, f"File not found: {file_path}", 0
+        except (requests.exceptions.SSLError, requests.exceptions.ConnectionError) as e:
+            if attempt < max_retries - 1:
+                delay = base_delay * (2**attempt)
+                logger.debug(f"SSL/Connection error on attempt {attempt + 1}, retrying in {delay}s: {str(e)}")
+                time.sleep(delay)
+                continue
+            return False, f"Upload failed: {file_path} - {str(e)}", 0
+        except requests.exceptions.Timeout as e:
+            if attempt < max_retries - 1:
+                delay = base_delay * (2**attempt)
+                logger.debug(f"Timeout on attempt {attempt + 1}, retrying in {delay}s: {str(e)}")
+                time.sleep(delay)
+                continue
+            return False, f"Upload failed: {file_path} - {str(e)}", 0
+        except requests.exceptions.RequestException as e:
+            if attempt < max_retries - 1 and "504" in str(e):
+                delay = base_delay * (2**attempt)
+                logger.debug(f"Server error on attempt {attempt + 1}, retrying in {delay}s: {str(e)}")
+                time.sleep(delay)
+                continue
+            return False, f"Upload failed: {file_path} - {str(e)}", 0
+        except Exception as e:
+            return False, f"Unexpected error with {file_path}: {str(e)}", 0
+
+    return False, f"Upload failed after {max_retries} attempts: {file_path}", 0
 
 
-def worker(
+def concurrent_worker(
     queue: Queue,
     host_port: str,
+    session: requests.Session,
     tracker: UploadTracker,
     progress_bar: tqdm,
     error_queue: Queue,
@@ -352,7 +593,53 @@ def worker(
     verbose: bool,
     auth: Optional[tuple[str, str]] = None,
     project: str = "assess-test",
-    agent_id: str = "beacon123",
+    agent_id: str = "submit.sh",
+    container: bool = False,
+    source: Optional[str] = None,
+    file_filters: Optional[dict] = None,
+):
+    """Worker thread to process (file, submission_number) pairs from the queue"""
+    while not stop_event.is_set():
+        try:
+            file_path, submission_num = queue.get_nowait()
+        except Empty:
+            break
+
+        success, error, bytes_uploaded = upload_file(
+            file_path, host_port, session, auth, project, agent_id, container, source, file_filters
+        )
+        if success:
+            tracker.add_success(file_path, bytes_uploaded)
+            if verbose:
+                logger.debug(f"✓ {file_path} submission #{submission_num} ({bytes_uploaded:,} bytes)")
+        else:
+            tracker.add_failure(file_path, error)
+            if error:
+                error_queue.put(error)
+                logger.warning(f"✗ {file_path} submission #{submission_num}: {error}")
+
+        progress_bar.update(1)
+        progress_bar.set_description(
+            f"Uploading (✓:{tracker.successful} ✗:{tracker.failed} | {tracker.format_bytes()})"
+        )
+        queue.task_done()
+
+
+def worker(
+    queue: Queue,
+    host_port: str,
+    session: requests.Session,
+    tracker: UploadTracker,
+    progress_bar: tqdm,
+    error_queue: Queue,
+    stop_event: Event,
+    verbose: bool,
+    auth: Optional[tuple[str, str]] = None,
+    project: str = "assess-test",
+    agent_id: str = "submit.sh",
+    container: bool = False,
+    source: Optional[str] = None,
+    file_filters: Optional[dict] = None,
 ):
     """Worker thread to process files from the queue"""
     while not stop_event.is_set():
@@ -361,7 +648,9 @@ def worker(
         except Empty:
             break
 
-        success, error, bytes_uploaded = upload_file(file_path, host_port, auth, project, agent_id)
+        success, error, bytes_uploaded = upload_file(
+            file_path, host_port, session, auth, project, agent_id, container, source, file_filters
+        )
         if success:
             tracker.add_success(file_path, bytes_uploaded)
             if verbose:
diff --git a/projects/cli/pyproject.toml b/projects/cli/pyproject.toml
index 8cda596..46e0ace 100644
--- a/projects/cli/pyproject.toml
+++ b/projects/cli/pyproject.toml
@@ -40,71 +40,3 @@ submit = "cli.main:submit"
 module_runner = "cli.module_runner:main"
 stress_test = "cli.stress_test:main"
 
-[tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
\ No newline at end of file
diff --git a/projects/cli/windows_filters.json b/projects/cli/windows_filters.json
new file mode 100644
index 0000000..f59c85d
--- /dev/null
+++ b/projects/cli/windows_filters.json
@@ -0,0 +1,12 @@
+
+{
+  "pattern_type": "regex",
+  "include": [
+    "^(?:[A-Za-z]://|/)?[Ww]indows/[Ss]ystem32/config/"
+  ],
+  "exclude": [
+    "^(?:[A-Za-z]://|/)?[Ww]indows/",
+    "^(?:[A-Za-z]://|/)?[Pp]rogram [Ff]iles/",
+    "^(?:[A-Za-z]://|/)?[Pp]rogram [Ff]iles \\(x86\\)/"
+  ]
+}
\ No newline at end of file
diff --git a/projects/document_conversion/document_conversion/main.py b/projects/document_conversion/document_conversion/main.py
index 72dfe3c..1bcd61b 100644
--- a/projects/document_conversion/document_conversion/main.py
+++ b/projects/document_conversion/document_conversion/main.py
@@ -1,3 +1,4 @@
+import asyncio
 import json
 import os
 import tempfile
@@ -7,13 +8,13 @@ from datetime import timedelta
 from typing import Optional
 
 import jpype
-import jpype.imports
+import jpype.imports  # noqa: F401
 import msoffcrypto
 import olefile
-import psycopg
+import psycopg  # noqa: F401
 import requests
-import structlog
 from common.helpers import can_convert_to_pdf, can_extract_plaintext, extract_all_strings
+from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, get_logger
 from common.models import CloudEvent, File, FileEnriched, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -23,21 +24,29 @@ from dapr.ext.workflow import DaprWorkflowClient, DaprWorkflowContext, RetryPoli
 from dapr.ext.workflow.logger.options import LoggerOptions
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from fastapi import FastAPI
+from psycopg_pool import ConnectionPool
 from PyPDF2 import PdfReader
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 storage = StorageMinio()
 db_pool = None
 workflow_client: DaprWorkflowClient = None
 
-workflow_runtime = WorkflowRuntime(
-    logger_options=LoggerOptions(
-        log_level="INFO",
-        log_handler=None,
-        log_formatter=None,
-    )
-)
+max_parallel_workflows = int(os.getenv("MAX_PARALLEL_WORKFLOWS", 3))  # maximum workflows that can run at a time
+max_workflow_execution_time = int(
+    os.getenv("MAX_WORKFLOW_EXECUTION_TIME", 300)
+)  # maximum time (in seconds) until a workflow is killed
+
+logger.info(f"max_parallel_workflows: {max_parallel_workflows}", pid=os.getpid())
+logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
+
+# Semaphore for controlling concurrent workflow execution
+workflow_semaphore = asyncio.Semaphore(max_parallel_workflows)
+active_workflows = {}  # Track active workflows
+workflow_lock = asyncio.Lock()  # For synchronizing access to active_workflows
+
+workflow_runtime = WorkflowRuntime(logger_options=LoggerOptions(log_level=WORKFLOW_RUNTIME_LOG_LEVEL))
 
 with DaprClient() as client:
     secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
@@ -68,11 +77,21 @@ async def lifespan(app: FastAPI):
     """Lifespan manager for FastAPI - handles startup and shutdown events"""
     global db_pool, workflow_runtime, workflow_client
     try:
-        # start the workflow runtime
+        # Initialize database pool
+        db_pool = ConnectionPool(
+            postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows)
+        )
+        logger.info(
+            "Database pool initialized",
+            min_size=max_parallel_workflows,
+            max_size=(3 * max_parallel_workflows),
+        )
+
         workflow_runtime.start()
 
-        # Initialize workflow client
-        workflow_client = DaprWorkflowClient()
+        workflow_client = DaprWorkflowClient(
+            logger_options=LoggerOptions(log_level=WORKFLOW_CLIENT_LOG_LEVEL),
+        )
 
     except Exception as e:
         logger.exception(e, message="Error initializing service")
@@ -81,6 +100,9 @@ async def lifespan(app: FastAPI):
     yield
 
     # Cleanup
+    if db_pool:
+        db_pool.close()
+        logger.info("Database pool closed")
     if workflow_runtime:
         workflow_runtime.shutdown()
     if jpype.isJVMStarted():
@@ -116,7 +138,7 @@ def is_pdf_encrypted(pdf_path):
         return reader.is_encrypted
 
     except Exception as e:
-        print(f"Error checking PDF: {e}")
+        logger.exception(e, "Error checking PDF")
         return None
 
 
@@ -185,7 +207,7 @@ def store_transform(ctx, activity_input):
         transform = activity_input["transform"]
         transform_type = transform["type"]
 
-        with psycopg.connect(postgres_connection_string) as conn:
+        with db_pool.connection() as conn:
             with conn.cursor() as cur:
                 cur.execute(
                     """
@@ -217,6 +239,7 @@ def publish_file_message(ctx: WorkflowActivityContext, activity_input: dict):
             object_id=transform.object_id,
             originating_object_id=file_enriched.object_id,
             agent_id=file_enriched.agent_id,
+            source=file_enriched.source,
             project=file_enriched.project,
             timestamp=file_enriched.timestamp,
             expiration=file_enriched.expiration,
@@ -254,10 +277,29 @@ def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> Optiona
             return None
 
         with storage.download(file_enriched.object_id) as temp_file:
-            # Extract text using Tika
-            java_file = JavaFile(temp_file.name)
-            java_text = tika.parseToString(java_file)
-            extracted_text = str(java_text)
+            # Extract text using Tika + retries
+            max_retries = 2
+            last_exception = None
+
+            for attempt in range(max_retries + 1):  # 0, 1, 2 (3 total attempts)
+                try:
+                    java_file = JavaFile(temp_file.name)
+                    java_text = tika.parseToString(java_file)
+                    extracted_text = str(java_text)
+                    break
+
+                except Exception as e:
+                    last_exception = e
+                    if attempt < max_retries:
+                        logger.warning(
+                            f"Tika extraction attempt {attempt + 1} failed, retrying...",
+                            object_id=file_enriched.object_id,
+                            error=str(e),
+                        )
+                        continue
+                    else:
+                        # Final attempt failed, re-raise the last exception
+                        raise last_exception
 
             if not extracted_text:
                 return None
@@ -276,7 +318,7 @@ def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> Optiona
             )
 
             # Record success in database
-            with psycopg.connect(postgres_connection_string) as conn:
+            with db_pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -298,7 +340,7 @@ def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> Optiona
 
         # Record failure in database
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
+            with db_pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -355,7 +397,7 @@ def extract_strings(ctx: WorkflowActivityContext, file_input: dict) -> Optional[
                 )
 
                 # Record success in database
-                with psycopg.connect(postgres_connection_string) as conn:
+                with db_pool.connection() as conn:
                     with conn.cursor() as cur:
                         cur.execute(
                             """
@@ -377,7 +419,7 @@ def extract_strings(ctx: WorkflowActivityContext, file_input: dict) -> Optional[
 
         # Record failure in database
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
+            with db_pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -446,7 +488,7 @@ def convert_to_pdf(ctx: WorkflowActivityContext, file_input: dict) -> Optional[d
                         )
 
                         # Record success in database
-                        with psycopg.connect(postgres_connection_string) as conn:
+                        with db_pool.connection() as conn:
                             with conn.cursor() as cur:
                                 cur.execute(
                                     """
@@ -472,7 +514,7 @@ def convert_to_pdf(ctx: WorkflowActivityContext, file_input: dict) -> Optional[d
                         )
 
                         # Record failure in database due to Gotenberg error
-                        with psycopg.connect(postgres_connection_string) as conn:
+                        with db_pool.connection() as conn:
                             with conn.cursor() as cur:
                                 cur.execute(
                                     """
@@ -497,7 +539,7 @@ def convert_to_pdf(ctx: WorkflowActivityContext, file_input: dict) -> Optional[d
 
         # Record failure in database
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
+            with db_pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -586,12 +628,111 @@ def document_conversion_workflow(ctx: DaprWorkflowContext, workflow_input: dict)
         raise
 
 
+# Workflow concurrency management
+
+
+async def start_workflow_with_concurrency_control(file_enriched: FileEnriched):
+    """Start a workflow using semaphore for backpressure control."""
+    # Acquire semaphore - this will block if we're at max capacity
+    # This provides natural backpressure to the Dapr pub/sub system
+    await workflow_semaphore.acquire()
+
+    try:
+        instance_id = f"text-extraction-{file_enriched.object_id}"
+
+        # Add to active workflows tracking
+        async with workflow_lock:
+            active_workflows[instance_id] = {
+                "object_id": file_enriched.object_id,
+                "start_time": asyncio.get_event_loop().time(),
+                "filename": file_enriched.file_name,
+            }
+
+        logger.info(
+            "Starting document conversion workflow",
+            instance_id=instance_id,
+            object_id=file_enriched.object_id,
+            active_count=len(active_workflows),
+        )
+
+        # Schedule the workflow
+        workflow_client.schedule_new_workflow(
+            workflow=document_conversion_workflow, instance_id=instance_id, input={"object_id": file_enriched.object_id}
+        )
+
+        # Start monitoring task for this workflow
+        asyncio.create_task(monitor_workflow_completion(instance_id))
+
+    except Exception as e:
+        # Release semaphore on error
+        workflow_semaphore.release()
+        logger.exception(e, message="Error starting document conversion workflow")
+        raise
+
+
+async def monitor_workflow_completion(instance_id: str):
+    """Monitor a workflow until completion and release semaphore."""
+    try:
+        # Poll for workflow completion
+        start_time = asyncio.get_event_loop().time()
+
+        while True:
+            try:
+                # Check if workflow is still running
+                state = workflow_client.get_workflow_state(instance_id)
+
+                if state and hasattr(state, "runtime_status"):
+                    status = state.runtime_status.name
+
+                    if status in ["COMPLETED", "FAILED", "TERMINATED", "ERROR"]:
+                        elapsed_time = asyncio.get_event_loop().time() - start_time
+                        logger.info(
+                            "Document conversion workflow finished",
+                            instance_id=instance_id,
+                            status=status,
+                            elapsed_time=f"{elapsed_time:.2f}s",
+                        )
+                        break
+
+                # Check for timeout
+                if (asyncio.get_event_loop().time() - start_time) > max_workflow_execution_time:
+                    logger.warning(
+                        "Document conversion workflow timed out",
+                        instance_id=instance_id,
+                        max_execution_time=max_workflow_execution_time,
+                    )
+                    # Try to terminate the workflow
+                    try:
+                        workflow_client.terminate_workflow(instance_id)
+                    except Exception as term_error:
+                        logger.error(f"Failed to terminate workflow {instance_id}: {term_error}")
+                    break
+
+                await asyncio.sleep(0.3)
+
+            except Exception as check_error:
+                logger.warning(f"Error checking workflow status for {instance_id}: {check_error}")
+                await asyncio.sleep(2)  # Wait longer on error
+
+    except Exception as e:
+        logger.exception(e, message=f"Error monitoring workflow {instance_id}")
+
+    finally:
+        # Always clean up and release semaphore
+        async with workflow_lock:
+            if instance_id in active_workflows:
+                del active_workflows[instance_id]
+
+        workflow_semaphore.release()
+        logger.debug(f"Released semaphore for workflow {instance_id}", active_count=len(active_workflows))
+
+
 # Main handling code
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="file_enriched")
 async def handle_file_enriched(event: CloudEvent[FileEnriched]):
-    """Handler for file_enriched events."""
+    """Handler for file_enriched events with semaphore-based concurrency control."""
     try:
         file_enriched = event.data
         logger.debug("Received file_enriched event", object_id=file_enriched.object_id)
@@ -623,12 +764,8 @@ async def handle_file_enriched(event: CloudEvent[FileEnriched]):
             )
             return
 
-        instance_id = f"text-extraction-{file_enriched.object_id}"
-        workflow_client.schedule_new_workflow(
-            workflow=document_conversion_workflow, instance_id=instance_id, input={"object_id": file_enriched.object_id}
-        )
-
-        logger.info("Started text extraction workflow", instance_id=instance_id)
+        # Start workflow with semaphore control for backpressure
+        await start_workflow_with_concurrency_control(file_enriched)
 
     except Exception as e:
         logger.exception(e, message="Error handling file_enriched event")
@@ -642,8 +779,9 @@ async def health_check():
         if not db_pool:
             return {"status": "unhealthy", "error": "Database pool not initialized"}
 
-        async with db_pool.acquire() as connection:
-            await connection.execute("SELECT 1")
+        with db_pool.connection() as connection:
+            with connection.cursor() as cur:
+                cur.execute("SELECT 1")
 
         if not jpype.isJVMStarted():
             return {"status": "unhealthy", "error": "JVM not started"}
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index 76f5702..5de4790 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -1214,28 +1214,44 @@ files = [
 
 [[package]]
 name = "psycopg"
-version = "3.2.5"
+version = "3.2.9"
 description = "PostgreSQL database adapter for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "psycopg-3.2.5-py3-none-any.whl", hash = "sha256:b782130983e5b3de30b4c529623d3687033b4dafa05bb661fc6bf45837ca5879"},
-    {file = "psycopg-3.2.5.tar.gz", hash = "sha256:f5f750611c67cb200e85b408882f29265c66d1de7f813add4f8125978bfd70e8"},
+    {file = "psycopg-3.2.9-py3-none-any.whl", hash = "sha256:01a8dadccdaac2123c916208c96e06631641c0566b22005493f09663c7a8d3b6"},
+    {file = "psycopg-3.2.9.tar.gz", hash = "sha256:2fbb46fcd17bc81f993f28c47f1ebea38d66ae97cc2dbc3cad73b37cefbff700"},
 ]
 
 [package.dependencies]
+psycopg-pool = {version = "*", optional = true, markers = "extra == \"pool\""}
 typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-binary = ["psycopg-binary (==3.2.5)"]
-c = ["psycopg-c (==3.2.5)"]
-dev = ["ast-comments (>=1.1.2)", "black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "isort-psycopg", "isort[colors] (>=6.0)", "mypy (>=1.14)", "pre-commit (>=4.0.1)", "types-setuptools (>=57.4)", "wheel (>=0.37)"]
+binary = ["psycopg-binary (==3.2.9)"]
+c = ["psycopg-c (==3.2.9)"]
+dev = ["ast-comments (>=1.1.2)", "black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "isort-psycopg", "isort[colors] (>=6.0)", "mypy (>=1.14)", "pre-commit (>=4.0.1)", "types-setuptools (>=57.4)", "types-shapely (>=2.0)", "wheel (>=0.37)"]
 docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
 pool = ["psycopg-pool"]
 test = ["anyio (>=4.0)", "mypy (>=1.14)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
 
+[[package]]
+name = "psycopg-pool"
+version = "3.2.6"
+description = "Connection Pool for Psycopg"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "psycopg_pool-3.2.6-py3-none-any.whl", hash = "sha256:5887318a9f6af906d041a0b1dc1c60f8f0dda8340c2572b74e10907b51ed5da7"},
+    {file = "psycopg_pool-3.2.6.tar.gz", hash = "sha256:0f92a7817719517212fbfe2fd58b8c35c1850cdd2a80d36b581ba2085d9148e5"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6"
+
 [[package]]
 name = "pycparser"
 version = "2.22"
@@ -1730,4 +1746,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "19d6061498c0797546947abe4c68d58644fc03764587fa313efdb6badae13ec9"
+content-hash = "9ef19461f1a4be99ea16a62262693a059f8a87a68e7ee816e9530fb7c768f1fe"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index 1de3a1d..82f792c 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -18,7 +18,7 @@ minio = "^7.2.14"
 common = { path = "../../libs/common", develop = true }
 jpype1 = "^1.5.2"
 requests = "^2.32.3"
-psycopg = "^3.2.4"
+psycopg = {extras = ["pool"], version = "^3.2.9"}
 pypdf2 = "^3.0.1"
 olefile = "^0.47"
 msoffcrypto-tool = "^5.4.2"
@@ -33,71 +33,3 @@ build-backend = "poetry.core.masonry.api"
 [tool.poetry.scripts]
 document_conversion = "document_conversion.main:main"
 
-[tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
\ No newline at end of file
diff --git a/projects/dotnet_api/.vscode/launch.json b/projects/dotnet_api/.vscode/launch.json
deleted file mode 100644
index fcc4cef..0000000
--- a/projects/dotnet_api/.vscode/launch.json
+++ /dev/null
@@ -1,22 +0,0 @@
-{
-    // Use IntelliSense to learn about possible attributes.
-    // Hover to view descriptions of existing attributes.
-    // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
-    "version": "0.2.0",
-    "configurations": [
-        {
-            "name": "Python Debugger: dotnet_api",
-            "type": "debugpy",
-            "request": "launch",
-            "module": "uvicorn",
-            "args": [
-                "dotnet_api.main:app",
-                "--reload"
-            ],
-            "env": {
-                "MINIO_ENDPOINT": "localhost:9000"
-            },
-            "jinja": true
-        }
-    ]
-}
\ No newline at end of file
diff --git a/projects/dotnet_api/Dockerfile b/projects/dotnet_api/Dockerfile
deleted file mode 100644
index 167387e..0000000
--- a/projects/dotnet_api/Dockerfile
+++ /dev/null
@@ -1,148 +0,0 @@
-# FROM nemesis-python-base-dev AS base
-ARG PYTHON_BASE_DEV_IMAGE=nemesis-python-base-dev
-ARG PYTHON_BASE_PROD_IMAGE=nemesis-python-base-prod
-ARG INSPECT_ASSEMBLY_IMAGE=nemesis-inspect-assembly
-
-FROM ${INSPECT_ASSEMBLY_IMAGE} AS inspect-assembly
-
-FROM ${PYTHON_BASE_DEV_IMAGE} AS base
-
-ENV DOTNET_CLI_TELEMETRY_OPTOUT=1
-
-# Install dotnet 6.0
-# - libicu72 is required for dotnet 6.0 (see https://stackoverflow.com/a/61661331)
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends \
-    ca-certificates \
-    apt-transport-https \
-    gnupg \
-    libicu72 \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
-
-# Install .NET SDK using Microsoft's script
-RUN wget https://dot.net/v1/dotnet-install.sh
-RUN chmod +x dotnet-install.sh
-RUN ./dotnet-install.sh --version 6.0.418 --install-dir /usr/share/dotnet
-RUN ln -s /usr/share/dotnet/dotnet /usr/bin/dotnet
-RUN rm dotnet-install.sh
-
-# Install ilspy where any user can access it
-RUN mkdir -p /opt/dotnet/tools && \
-    chmod 755 /opt/dotnet/tools
-
-ENV DOTNET_TOOL_PATH=/opt/dotnet/tools
-RUN dotnet tool install --no-cache ilspycmd --tool-path /opt/dotnet/tools --version 7.2.1.6856
-
-ENV PATH="${PATH}:/opt/dotnet/tools"
-
-# If dependencies change, re-copy all the dependencies
-# In the future we can be more efficient with this an only copy the lib folders
-# that this project uses
-COPY ./projects/dotnet_api/poetry.lock ./projects/dotnet_api/pyproject.toml /src/projects/dotnet_api/
-
-COPY ./libs /src/libs
-COPY ./projects/dotnet_api /src/projects/dotnet_api/
-
-WORKDIR /src/projects/dotnet_api
-
-########################
-# Development
-########################
-FROM base AS dev
-
-# First copy source files
-COPY --from=base /src /src
-
-# Now copy from the separately defined inspect-assembly stage
-COPY --from=inspect-assembly /app/ /opt/InspectAssembly
-
-WORKDIR /src/projects/dotnet_api
-RUN poetry install
-
-# Immediate output (no buffering)
-ENV PYTHONUNBUFFERED=1
-# No .pyc/pycache files
-ENV PYTHONDONTWRITEBYTECODE=1
-
-ENV LOG_LEVEL=DEBUG
-
-ENV UVICORN_HOST="0.0.0.0"
-ENV UVICORN_PORT=1337
-ENV UVICORN_RELOAD_DIR="/src/"
-
-ENTRYPOINT ["/bin/sh", "-c", " \
-    poetry run uvicorn dotnet_api.main:app \
-    --host ${UVICORN_HOST} \
-    --port ${UVICORN_PORT} \
-    --reload \
-    --reload-dir ${UVICORN_RELOAD_DIR} \
-"]
-
-########################
-# Runtime
-########################
-# Bundle the app
-FROM base AS bundle
-COPY --from=base /src /src
-
-WORKDIR /src/projects/dotnet_api
-RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
-
-########################
-# Make the final image
-########################
-FROM ${PYTHON_BASE_PROD_IMAGE} AS prod
-
-# Copy from the inspect-assembly stage defined at the top
-COPY --from=inspect-assembly /app/ /opt/InspectAssembly
-
-ENV DOTNET_CLI_TELEMETRY_OPTOUT=1
-
-# Install dotnet 6.0
-# - libicu72 is required for dotnet 6.0 (see https://stackoverflow.com/a/61661331)
-RUN apt-get update \
-    && apt-get install -y --no-install-recommends \
-    ca-certificates \
-    apt-transport-https \
-    gnupg \
-    libicu72 \
-    && apt-get clean \
-    && rm -rf /var/lib/apt/lists/*
-
-# Install .NET SDK using Microsoft's script
-RUN wget https://dot.net/v1/dotnet-install.sh
-RUN chmod +x dotnet-install.sh
-RUN ./dotnet-install.sh --version 6.0.418 --install-dir /usr/share/dotnet
-RUN ln -s /usr/share/dotnet/dotnet /usr/bin/dotnet
-RUN rm dotnet-install.sh
-
-# Install ilspy where any user can access it
-RUN mkdir -p /opt/dotnet/tools && \
-    chmod 755 /opt/dotnet/tools
-
-ENV DOTNET_TOOL_PATH=/opt/dotnet/tools
-RUN dotnet tool install --no-cache ilspycmd --tool-path /opt/dotnet/tools --version 7.2.1.6856
-
-ENV PATH="${PATH}:/opt/dotnet/tools"
-
-# TODO: Re-enable when we're ready for release
-# USER nemesis
-
-COPY --from=bundle /venv /venv
-
-# Uvicorn production settings
-ENV UVICORN_HOST=0.0.0.0 \
-    UVICORN_PORT=1337 \
-    UVICORN_WORKERS=1 \
-    UVICORN_PROXY_HEADERS=1 \
-    UVICORN_ACCESS_LOG=false
-
-ENTRYPOINT ["/bin/sh", "-c", "\
-    /venv/bin/uvicorn \"dotnet_api.main:app\" \
-    --host ${UVICORN_HOST} \
-    --port ${UVICORN_PORT} \
-    --workers ${UVICORN_WORKERS} \
-    --proxy-headers \
-    --no-access-log \
-"]
\ No newline at end of file
diff --git a/projects/dotnet_api/README.md b/projects/dotnet_api/README.md
deleted file mode 100644
index e95abec..0000000
--- a/projects/dotnet_api/README.md
+++ /dev/null
@@ -1,59 +0,0 @@
-# .NET API Service
-
-A microservice for the Nemesis platform that provides comprehensive analysis of .NET assemblies including decompilation and metadata extraction.
-
-## Purpose
-
-This service processes .NET executable files and libraries to extract source code, analyze assembly structure, and provide insights into .NET applications for security assessment and reverse engineering purposes.
-
-## Features
-
-- **.NET decompilation**: Convert compiled assemblies back to readable C# source code using ILSpy
-- **Assembly analysis**: Extract detailed metadata including types, methods, dependencies, and security attributes
-- **Source code packaging**: Generate downloadable archives of decompiled source code
-- **Cross-platform support**: Process .NET Framework, .NET Core, and .NET 5+ assemblies
-
-## Analysis Capabilities
-
-The service performs two primary analysis functions:
-
-### 1. Source Code Decompilation
-- Uses ILSpy command-line tool to decompile .NET assemblies
-- Reconstructs C# source code from IL bytecode
-- Packages decompiled source into ZIP archives for download
-- Preserves project structure and namespace organization
-
-### 2. Assembly Inspection
-- Leverages custom InspectAssembly tool for metadata extraction
-- Analyzes assembly manifest, types, and dependencies
-- Extracts security permissions and attributes
-- Identifies obfuscation and protection mechanisms
-
-## Supported File Types
-
-- .NET executables (.exe)
-- .NET libraries (.dll)
-- .NET Framework assemblies
-- .NET Core/5+ assemblies
-- Managed C++/CLI assemblies
-
-## Configuration
-
-- `INSPECT_ASSEMBLY_PATH`: Path to the InspectAssembly analysis tool (default: `/opt/InspectAssembly/InspectAssembly.dll`)
-
-## Dependencies
-
-- **ILSpy**: Command-line decompiler for .NET assemblies
-- **.NET Runtime**: Required for executing analysis tools
-- **InspectAssembly**: Custom tool for detailed assembly metadata extraction
-
-## Endpoints
-
-- `GET /file/{object_id}`: Analyze a .NET assembly by object ID, returns decompilation results and assembly metadata
-- `GET /healthz`: Health check endpoint for service monitoring
-
-## Output Format
-
-Returns JSON containing:
-- `decompilation`: Object ID of the ZIP archive containing decompiled source code
-- `inspect_assembly`: Detailed assembly metadata including types, methods, and security information
\ No newline at end of file
diff --git a/projects/dotnet_api/dotnet_api/main.py b/projects/dotnet_api/dotnet_api/main.py
deleted file mode 100644
index 8e8d0a7..0000000
--- a/projects/dotnet_api/dotnet_api/main.py
+++ /dev/null
@@ -1,143 +0,0 @@
-import json
-import os
-import shutil
-import subprocess
-import uuid
-
-import structlog
-from common.dependency_checks import check_file_exists, find_missing_path_dependencies
-from common.storage import StorageMinio
-from fastapi import FastAPI, HTTPException
-from fastapi.responses import JSONResponse
-
-INSPECT_ASSEMBLY_PATH = os.getenv("INSPECT_ASSEMBLY_PATH", "/opt/InspectAssembly/InspectAssembly.dll")
-
-logger = structlog.get_logger(module=__name__)
-
-find_missing_path_dependencies(["ilspycmd", "dotnet"], raise_error=True)
-check_file_exists(INSPECT_ASSEMBLY_PATH)
-
-app = FastAPI()
-storage = StorageMinio()
-
-
-def process_dotnet(path: str) -> dict:
-    """Processes a .NET assembly file by decompiling it and analyzing it."""
-    # Create unique temporary directories for decompilation and analysis
-    temp_dir_decompilation = f"/tmp/{uuid.uuid4()}"
-    temp_dir_analysis = f"/tmp/{uuid.uuid4()}"
-
-    try:
-        # Create necessary directories
-        os.makedirs(f"{temp_dir_decompilation}/source/", exist_ok=True)
-        os.makedirs(temp_dir_analysis, exist_ok=True)
-
-        # Copy the file to both directories
-        filename = os.path.basename(path)
-        shutil.copy(path, temp_dir_decompilation)
-        shutil.copy(path, temp_dir_analysis)
-
-        results = {}
-
-        # Decompile the assembly using ilSpy
-        decompile_result = subprocess.run(
-            [
-                "ilspycmd",
-                f"{temp_dir_decompilation}/{filename}",
-                "-p",
-                "-o",
-                f"{temp_dir_decompilation}/source/",
-            ],
-            capture_output=True,
-            check=True,
-        )
-        logger.debug(f"Decompilation result: {decompile_result}")
-
-        try:
-            # Analyze the assembly
-            logger.debug("Calling InspectAssembly", target=f"{temp_dir_analysis}/{filename}")
-
-            logger.debug(f"inspect_assembly_path: {INSPECT_ASSEMBLY_PATH}")
-
-            analysis_result = subprocess.run(
-                [
-                    "dotnet",
-                    INSPECT_ASSEMBLY_PATH,
-                    f"{temp_dir_analysis}/{filename}",
-                ],
-                capture_output=True,
-                check=True,
-            )
-            logger.info(f"InspectAssembly result: {analysis_result}")
-        except Exception as e:
-            logger.exception("Exception running InspectAssembly", error=str(e))
-            raise
-
-        # Parse analysis output
-        analysis_output = analysis_result.stdout.decode("utf-8")
-        results["inspect_assembly"] = json.loads(analysis_output)
-
-        # Create zip of decompiled source
-        shutil.make_archive(f"{temp_dir_decompilation}/source", "zip", f"{temp_dir_decompilation}/source/")
-
-        # Prepare the source archive
-        shutil.move(f"{temp_dir_decompilation}/source.zip", f"{temp_dir_decompilation}/{filename}")
-
-        # Upload the decompiled source archive
-        with open(f"{temp_dir_decompilation}/{filename}", "rb") as f:
-            file_uuid = storage.upload_file(f"{temp_dir_decompilation}/{filename}")
-            results["decompilation"] = {"object_id": file_uuid}
-
-        return results
-
-    except subprocess.CalledProcessError as e:
-        # Access the captured output
-        stderr_output = e.stderr
-        stdout_output = e.stdout
-        return_code = e.returncode
-
-        import traceback
-
-        logger.error(
-            "CalledProcessError in process_dotnet",
-            exception=str(e),
-            traceback=traceback.format_exc(),
-            stderr=stderr_output,
-            stdout=stdout_output,
-            return_code=return_code,
-        )
-
-        raise HTTPException(status_code=500, detail=f"Dotnet processing failed: {e.stderr.decode('utf-8')}") from e
-    except json.JSONDecodeError as e:
-        raise HTTPException(status_code=500, detail=f"Failed to parse analysis output: {str(e)}") from e
-    finally:
-        # Clean up temporary directories
-        if os.path.exists(temp_dir_decompilation):
-            shutil.rmtree(temp_dir_decompilation, ignore_errors=True)
-        if os.path.exists(temp_dir_analysis):
-            shutil.rmtree(temp_dir_analysis, ignore_errors=True)
-
-
-@app.get("/file/{object_id}")
-async def analyze_file(object_id: str):
-    try:
-        logger.info("Processing .NET assembly", object_id=object_id)
-        with storage.download(object_id) as temp_file:
-            # Run dotnet processing
-            results = process_dotnet(temp_file.name)
-            logger.info("Completed .NET processing", object_id=object_id)
-            return JSONResponse(content=results)
-
-    except Exception as e:
-        import traceback
-
-        logger.error(
-            "Error in analyze_file endpoint", error=str(e), traceback=traceback.format_exc(), object_id=object_id
-        )
-        raise HTTPException(status_code=500, detail=f"Error processing file: {str(e)}") from e
-
-
-@app.api_route("/healthz", methods=["GET", "HEAD"])
-async def healthcheck():
-    """Health check endpoint for Docker healthcheck."""
-    return {"status": "healthy"}
diff --git a/projects/dotnet_api/poetry.lock b/projects/dotnet_api/poetry.lock
deleted file mode 100644
index 578afef..0000000
--- a/projects/dotnet_api/poetry.lock
+++ /dev/null
@@ -1,1337 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.6.1"
-description = "Happy Eyeballs for asyncio"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "aiohappyeyeballs-2.6.1-py3-none-any.whl", hash = "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"},
-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
-]
-
-[[package]]
-name = "aiohttp"
-version = "3.12.13"
-description = "Async http client/server framework (asyncio)"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:5421af8f22a98f640261ee48aae3a37f0c41371e99412d55eaf2f8a46d5dad29"},
-    {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
-    {file = "aiohttp-3.12.13-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:4cd71c9fb92aceb5a23c4c39d8ecc80389c178eba9feab77f19274843eb9412d"},
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-    {file = "aiohttp-3.12.13-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:663d8ee3ffb3494502ebcccb49078faddbb84c1d870f9c1dd5a29e85d1f747ce"},
-    {file = "aiohttp-3.12.13-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f0f8f6a85a0006ae2709aa4ce05749ba2cdcb4b43d6c21a16c8517c16593aabe"},
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-    {file = "aiohttp-3.12.13-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d59227776ee2aa64226f7e086638baa645f4b044f2947dbf85c76ab11dcba073"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:06b07c418bde1c8e737d8fa67741072bd3f5b0fb66cf8c0655172188c17e5fa6"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:9445c1842680efac0f81d272fd8db7163acfcc2b1436e3f420f4c9a9c5a50795"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:09c4767af0b0b98c724f5d47f2bf33395c8986995b0a9dab0575ca81a554a8c0"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:f3854fbde7a465318ad8d3fc5bef8f059e6d0a87e71a0d3360bb56c0bf87b18a"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:2332b4c361c05ecd381edb99e2a33733f3db906739a83a483974b3df70a51b40"},
-    {file = "aiohttp-3.12.13-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:1561db63fa1b658cd94325d303933553ea7d89ae09ff21cc3bcd41b8521fbbb6"},
-    {file = "aiohttp-3.12.13-cp310-cp310-win32.whl", hash = "sha256:a0be857f0b35177ba09d7c472825d1b711d11c6d0e8a2052804e3b93166de1ad"},
-    {file = "aiohttp-3.12.13-cp310-cp310-win_amd64.whl", hash = "sha256:fcc30ad4fb5cb41a33953292d45f54ef4066746d625992aeac33b8c681173178"},
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-]
-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.0"
-
-[metadata]
-lock-version = "2.1"
-python-versions = "^3.12"
-content-hash = "1756fb94573e8776d4e8b711c9e95b6a1ba43e5d7b31954267cdb43eea3110e6"
diff --git a/projects/dotnet_service/.dockerignore b/projects/dotnet_service/.dockerignore
new file mode 100644
index 0000000..a6fc51c
--- /dev/null
+++ b/projects/dotnet_service/.dockerignore
@@ -0,0 +1,24 @@
+**/.dockerignore
+**/.env
+**/.git
+**/.gitignore
+**/.project
+**/.settings
+**/.toolstarget
+**/.vs
+**/.vscode
+**/*.*proj.user
+**/*.dbmdl
+**/*.jfm
+**/azds.yaml
+**/bin
+**/charts
+**/docker-compose*
+**/Dockerfile*
+**/node_modules
+**/npm-debug.log
+**/obj
+**/secrets.dev.yaml
+**/values.dev.yaml
+LICENSE
+README.md
\ No newline at end of file
diff --git a/projects/dotnet_service/Controllers/DecompilerController.cs b/projects/dotnet_service/Controllers/DecompilerController.cs
new file mode 100644
index 0000000..464f5a3
--- /dev/null
+++ b/projects/dotnet_service/Controllers/DecompilerController.cs
@@ -0,0 +1,128 @@
+using Dapr;
+using Dapr.Client;
+using ILSpyDecompilerService.Models;
+using ILSpyDecompilerService.Services;
+using Microsoft.AspNetCore.Mvc;
+using Microsoft.Extensions.Configuration;
+using Microsoft.Extensions.Logging;
+using Newtonsoft.Json;
+using System;
+using System.IO;
+using System.Text.Json;
+using System.Threading;
+using System.Threading.Tasks;
+
+namespace ILSpyDecompilerService.Controllers
+{
+    [ApiController]
+    [Route("[controller]")]
+    public class DecompilerController : ControllerBase
+    {
+        private readonly ILogger<DecompilerController> _logger;
+        private readonly DaprClient _daprClient;
+        private readonly MinioService _minioService;
+        private readonly DecompilerEngine _decompilerEngine;
+        private readonly AssemblyAnalysisService _assemblyAnalysisService;
+        private readonly SemaphoreSlim _processingSemaphore;
+        private const string PubSubName = "pubsub";
+        private const string OutputTopicName = "dotnet-output";
+
+        public DecompilerController(
+            ILogger<DecompilerController> logger,
+            DaprClient daprClient,
+            MinioService minioService,
+            DecompilerEngine decompilerEngine,
+            AssemblyAnalysisService assemblyAnalysisService,
+            IConfiguration configuration)
+        {
+            _logger = logger;
+            _daprClient = daprClient;
+            _minioService = minioService;
+            _decompilerEngine = decompilerEngine;
+            _assemblyAnalysisService = assemblyAnalysisService;
+            
+            // Get max concurrent processing from environment variable, default to 5
+            var maxConcurrentProcessing = configuration.GetValue<int>("MAX_CONCURRENT_PROCESSING", 5);
+            _processingSemaphore = new SemaphoreSlim(maxConcurrentProcessing, maxConcurrentProcessing);
+            _logger.LogInformation("Maximum concurrent processing set to: {MaxConcurrentProcessing}", maxConcurrentProcessing);
+        }
+
+        [Topic(PubSubName, "dotnet-input")]
+        [HttpPost("process")]
+        public async Task<IActionResult> ProcessDecompilationRequest([FromBody] InputMessage inputMessage)
+        {
+            var rawObjectJson = JsonConvert.SerializeObject(inputMessage, Formatting.Indented);
+            // _logger.LogDebug("Raw input object: {RawObject}", rawObjectJson);
+
+            // Wait for semaphore to limit concurrent processing
+            await _processingSemaphore.WaitAsync();
+            
+            string downloadedFilePath = null;
+            string outputDirectory = null;
+            string zipFilePath = null;
+
+            try
+            {
+                _logger.LogInformation("Processing decompilation request for object ID: {ObjectId}", inputMessage.ObjectId);
+
+                if (string.IsNullOrEmpty(inputMessage.ObjectId))
+                {
+                    _logger.LogError("Invalid input message - ObjectId is null or empty");
+                    return BadRequest("ObjectId is required");
+                }
+
+                var objectId = inputMessage.ObjectId;
+
+                // Download file from Minio
+                downloadedFilePath = await _minioService.DownloadFileAsync(objectId);
+                _logger.LogDebug("File downloaded to: {downloadedFilePath}", downloadedFilePath);
+
+                // Perform assembly analysis
+                _logger.LogInformation("Starting assembly analysis for object ID: {ObjectId}", objectId);
+                var analysisResult = _assemblyAnalysisService.AnalyzeAssembly(downloadedFilePath);
+                _logger.LogDebug("Assembly analysis completed for: {ObjectId}", objectId);
+
+                // Decompile assembly
+                outputDirectory = Path.Combine(Path.GetTempPath(), $"{objectId}_source");
+                await _decompilerEngine.DecompileAssemblyAsync(downloadedFilePath, outputDirectory);
+                _logger.LogDebug("File decompiled to: {outputDirectory}", outputDirectory);
+
+                // Create ZIP file
+                var newObjectId = Guid.NewGuid().ToString();
+                zipFilePath = Path.Combine(Path.GetTempPath(), newObjectId);
+                await _decompilerEngine.CreateZipFromDirectoryAsync(outputDirectory, zipFilePath);
+
+                // Upload ZIP to Minio
+                await _minioService.UploadFileAsync(zipFilePath, newObjectId);
+                _logger.LogDebug("Zip uploaded to: {newObjectId}", newObjectId);
+
+                // Publish result with both decompilation and analysis data
+                var outputMessage = new OutputMessage
+                {
+                    ObjectId = objectId,
+                    Decompilation = newObjectId,
+                    Analysis = analysisResult
+                };
+
+                await _daprClient.PublishEventAsync(PubSubName, OutputTopicName, outputMessage);
+
+                _logger.LogInformation("Successfully processed decompilation request and published result: {NewObjectId}", newObjectId);
+
+                return Ok(new { success = true, outputId = newObjectId, analysisResult = analysisResult });
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, "Failed to process decompilation request for object ID: {ObjectId}", inputMessage?.ObjectId);
+                return StatusCode(500, new { success = false, error = ex.Message });
+            }
+            finally
+            {
+                // Cleanup temporary files
+                _decompilerEngine.CleanupTemporaryFiles(downloadedFilePath, outputDirectory, zipFilePath);
+                
+                // Release semaphore
+                _processingSemaphore.Release();
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/projects/dotnet_service/Dockerfile b/projects/dotnet_service/Dockerfile
new file mode 100644
index 0000000..eea7204
--- /dev/null
+++ b/projects/dotnet_service/Dockerfile
@@ -0,0 +1,45 @@
+
+# Build stage
+FROM mcr.microsoft.com/dotnet/sdk:9.0 AS build
+
+WORKDIR /src
+
+# Copy project file and restore dependencies (fix the path)
+COPY ./projects/dotnet_service/ILSpyDecompilerService.csproj ./projects/dotnet_service/
+RUN dotnet restore ./projects/dotnet_service/ILSpyDecompilerService.csproj
+
+# Copy source code and build
+COPY ./projects/dotnet_service/ ./projects/dotnet_service/
+WORKDIR /src/projects/dotnet_service
+RUN dotnet build ILSpyDecompilerService.csproj -c Release -o /app/build
+
+# Publish stage
+FROM build AS publish
+RUN dotnet publish ILSpyDecompilerService.csproj -c Release -o /app/publish
+
+# Development stage (for hot reload and debugging)
+FROM mcr.microsoft.com/dotnet/sdk:9.0 AS dev
+WORKDIR /app
+COPY ./projects/dotnet_service/ .
+RUN dotnet restore
+EXPOSE 5000
+ENTRYPOINT ["dotnet", "run", "--urls", "http://0.0.0.0:5000"]
+
+# Production runtime stage
+FROM mcr.microsoft.com/dotnet/aspnet:9.0 AS prod
+WORKDIR /app
+
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends curl && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+COPY --from=publish /app/publish .
+
+# Create a non-root user
+RUN groupadd -r appuser && useradd -r -g appuser appuser
+RUN chown -R appuser:appuser /app
+USER appuser
+
+EXPOSE 5000
+ENTRYPOINT ["dotnet", "ILSpyDecompilerService.dll", "--urls", "http://0.0.0.0:5000"]
\ No newline at end of file
diff --git a/projects/dotnet_service/ILSpyDecompilerService.csproj b/projects/dotnet_service/ILSpyDecompilerService.csproj
new file mode 100644
index 0000000..6a307ef
--- /dev/null
+++ b/projects/dotnet_service/ILSpyDecompilerService.csproj
@@ -0,0 +1,30 @@
+<Project Sdk="Microsoft.NET.Sdk.Web">
+
+  <PropertyGroup>
+    <OutputType>Exe</OutputType>
+    <TargetFramework>net9.0</TargetFramework>
+    <ServerGarbageCollection>true</ServerGarbageCollection>
+    <AllowUnsafeBlocks>true</AllowUnsafeBlocks>
+    <InvariantGlobalization>true</InvariantGlobalization>
+    <NeutralLanguage>en-US</NeutralLanguage>
+    <ManageCentralPackageVersionsAutomatically>false</ManageCentralPackageVersionsAutomatically>
+  </PropertyGroup>
+
+  <ItemGroup>
+    <PackageReference Include="Dapr.AspNetCore" Version="1.14.0" />
+    <PackageReference Include="Dapr.Client" Version="1.14.0" />
+    <PackageReference Include="Minio" Version="6.0.1" />
+    <PackageReference Include="Microsoft.Extensions.Hosting" Version="9.0.0" />
+    <PackageReference Include="Microsoft.Extensions.Logging" Version="9.0.0" />
+    <PackageReference Include="Microsoft.Extensions.Configuration" Version="9.0.0" />
+    <PackageReference Include="Microsoft.Extensions.Configuration.EnvironmentVariables" Version="9.0.0" />
+    <PackageReference Include="Newtonsoft.Json" Version="13.0.3" />
+    <PackageReference Include="System.IO.Compression" Version="4.3.0" />
+    <PackageReference Include="Microsoft.AspNetCore.Mvc.NewtonsoftJson" Version="8.0.0" />
+
+    <!-- ILSpy decompiler dependencies -->
+    <PackageReference Include="ICSharpCode.Decompiler" Version="8.0.0.7345" />
+    <PackageReference Include="Mono.Cecil" Version="0.11.5" />
+  </ItemGroup>
+
+</Project>
\ No newline at end of file
diff --git a/projects/dotnet_service/Models/DecompilerModels.cs b/projects/dotnet_service/Models/DecompilerModels.cs
new file mode 100644
index 0000000..95b0e79
--- /dev/null
+++ b/projects/dotnet_service/Models/DecompilerModels.cs
@@ -0,0 +1,54 @@
+using Newtonsoft.Json;
+using System.Collections.Generic;
+
+namespace ILSpyDecompilerService.Models
+{
+    public class InputMessage
+    {
+        [JsonProperty("object_id")]
+        public string ObjectId { get; set; }
+    }
+
+    public class OutputMessage
+    {
+        [JsonProperty("object_id")]
+        public string ObjectId { get; set; }
+        
+        [JsonProperty("decompilation")]
+        public string Decompilation { get; set; }
+        
+        [JsonProperty("analysis")]
+        public string Analysis { get; set; }
+    }
+
+    public class AssemblyAnalysis
+    {
+        public string AssemblyName { get; set; }
+        public string[] RemotingChannels { get; set; }
+        public bool IsWCFServer { get; set; }
+        public bool IsWCFClient { get; set; }
+        public Dictionary<string, MethodInfo[]> SerializationGadgetCalls { get; set; }
+        public Dictionary<string, MethodInfo[]> WcfServerCalls { get; set; }
+        public Dictionary<string, MethodInfo[]> ClientCalls { get; set; }
+        public Dictionary<string, MethodInfo[]> RemotingCalls { get; set; }
+        public Dictionary<string, MethodInfo[]> ExecutionCalls { get; set; }
+    }
+
+    public class MethodInfo
+    {
+        public string MethodName { get; set; }
+        public string FilterLevel { get; set; }
+    }
+
+    public class GadgetItem
+    {
+        public bool IsDotNetRemoting { get; set; }
+        public string RemotingChannel { get; set; }
+        public bool IsWCFServer { get; set; }
+        public bool IsWCFClient { get; set; }
+        public bool IsExecution { get; set; }
+        public string GadgetName { get; set; }
+        public string FilterLevel { get; set; }
+        public string MethodAppearance { get; set; }
+    }
+}
\ No newline at end of file
diff --git a/projects/dotnet_service/Program.cs b/projects/dotnet_service/Program.cs
new file mode 100644
index 0000000..04fd64e
--- /dev/null
+++ b/projects/dotnet_service/Program.cs
@@ -0,0 +1,33 @@
+using Dapr.Client;
+using ILSpyDecompilerService;
+using ILSpyDecompilerService.Services;
+using Microsoft.AspNetCore.Builder;
+using Microsoft.AspNetCore.Http;
+using Microsoft.Extensions.DependencyInjection;
+using Microsoft.AspNetCore.Mvc;
+using System;
+
+var builder = WebApplication.CreateBuilder(args);
+
+// Add services to the container
+builder.Services.AddControllers().AddDapr();
+
+builder.Services.AddControllers().AddNewtonsoftJson();
+
+// Add our custom services
+builder.Services.AddSingleton<MinioService>();
+builder.Services.AddSingleton<DecompilerEngine>();
+builder.Services.AddSingleton<AssemblyAnalysisService>();
+
+var app = builder.Build();
+
+// Configure the HTTP request pipeline
+app.UseRouting();
+app.UseCloudEvents();
+app.MapControllers();
+app.MapSubscribeHandler();
+
+// Add health check endpoint
+app.MapGet("/health", () => Results.Ok(new { status = "healthy", timestamp = DateTime.UtcNow }));
+
+app.Run();
\ No newline at end of file
diff --git a/projects/dotnet_service/README.md b/projects/dotnet_service/README.md
new file mode 100644
index 0000000..dfebb33
--- /dev/null
+++ b/projects/dotnet_service/README.md
@@ -0,0 +1,29 @@
+# DotNet Service
+
+Provides decompilation capabilities using the ILSpy decompiler engine as well as deserialization analysis with functionality pulled from InspectAssembly.
+
+Integrates directly with Dapr's pub/sub and Minio to cut down on process creates via Python.
+
+Original [ILSpy code](https://github.com/icsharpcode/ILSpy/tree/master/ICSharpCode.ILSpyCmd) was adapted (MIT license).
+
+Original [InspectAssembly code](https://github.com/matterpreter/OffensiveCSharp/tree/master/InspectAssembly) is by [@matterpreter](https://github.com/matterpreter/OffensiveCSharp/tree/master/InspectAssembly) under a BSD 3-Clause license.
+
+
+## Features
+
+- Listens for decompilation requests via Dapr pub/sub
+- Downloads .NET assemblies from Minio object storage
+- Decompiles assemblies using the ILSpy decompiler engine natively
+- Compresses output to ZIP files
+- Uploads results back to Minio
+- Analyzes the original assembly using InspectAssembly
+- Publishes decompilation + analysis results via Dapr pub/sub
+
+## Environment Variables
+
+The following environment variables are required:
+
+- `MINIO_ENDPOINT` - Minio server endpoint (e.g., `http://minio:9000`)
+- `MINIO_ACCESS_KEY` - Minio access key
+- `MINIO_SECRET_KEY` - Minio secret key
+- `MINIO_BUCKET` - Minio bucket name (e.g., `files`)
diff --git a/projects/dotnet_service/Services/AssemblyAnalysisService.cs b/projects/dotnet_service/Services/AssemblyAnalysisService.cs
new file mode 100644
index 0000000..c5a0c9a
--- /dev/null
+++ b/projects/dotnet_service/Services/AssemblyAnalysisService.cs
@@ -0,0 +1,311 @@
+using System;
+using System.Collections.Generic;
+using System.IO;
+using System.Linq;
+using System.Reflection;
+using ILSpyDecompilerService.Models;
+using Microsoft.Extensions.Logging;
+using Mono.Cecil;
+using Newtonsoft.Json;
+
+namespace ILSpyDecompilerService.Services
+{
+    public class AssemblyAnalysisService
+    {
+        private readonly ILogger<AssemblyAnalysisService> _logger;
+        
+        private const string BF_DESERIALIZE = "System.Runtime.Serialization.Formatters.Binary.BinaryFormatter::Deserialize";
+        private const string DC_JSON_READ_OBJ = "System.Runtime.Serialization.Json.DataContractJsonSerializer::ReadObject";
+        private const string DC_XML_READ_OBJ = "System.Runtime.Serialization.Xml.DataContractSerializer::ReadObject";
+        private const string JS_SERIALIZER_DESERIALIZE = "System.Web.Script.Serialization.JavaScriptSerializer::Deserialize";
+        private const string LOS_FORMATTER_DESERIALIZE = "System.Web.UI.LosFormatter::Deserialize";
+        private const string NET_DATA_CONTRACT_READ_OBJ = "System.Runtime.Serialization.NetDataContractSerializer::ReadObject";
+        private const string NET_DATA_CONTRACT_DESERIALIZE = "System.Runtime.Serialization.NetDataContractSerializer::Deserialize";
+        private const string OBJ_STATE_FORMATTER_DESERIALIZE = "System.Web.UI.ObjectStateFormatter::Deserialize";
+        private const string SOAP_FORMATTER_DESERIALIZE = "System.Runtime.Serialization.Formatters.Soap.SoapFormatter::Deserialize";
+        private const string XML_SERIALIZER_DESERIALIZE = "System.Xml.Serialization.XmlSerializer::Deserialize";
+        private const string REGISTER_CHANNEL = "System.Runtime.Remoting.Channels.ChannelServices::RegisterChannel";
+        private const string WCF_SERVER_STRING = "System.ServiceModel.ServiceHost::AddServiceEndpoint";
+        private const string WCF_CLIENT_STRING = "System.ServiceModel.ChannelFactory::CreateChannel";
+        private const string JSCRIPT_EVALUATION = "Microsoft.JScript.Eval::JScriptEvaluate";
+        private const string POWERSHELL_EVALUATION = "System.Management.Automation.Runspaces.Pipeline::Invoke";
+        private const string PROCESS_START = "System.Diagnostics.Process::Start";
+
+        public AssemblyAnalysisService(ILogger<AssemblyAnalysisService> logger)
+        {
+            _logger = logger;
+        }
+
+        public string AnalyzeAssembly(string assemblyPath)
+        {
+            try
+            {
+                _logger.LogInformation($"Starting analysis of assembly: {assemblyPath}");
+                
+                // Validate that the file is actually an assembly
+                try
+                {
+                    AssemblyName assemblyName = AssemblyName.GetAssemblyName(assemblyPath);
+                }
+                catch
+                {
+                    var errorResult = new { error = $"file path {assemblyPath} is not an assembly" };
+                    return JsonConvert.SerializeObject(errorResult);
+                }
+
+                var result = AnalyzeAssemblyInternal(assemblyPath);
+                var json = JsonConvert.SerializeObject(result);
+                
+                _logger.LogInformation($"Analysis completed for assembly: {assemblyPath}");
+                return json;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, $"Failed to analyze assembly: {assemblyPath}");
+                var errorResult = new { error = ex.Message };
+                return JsonConvert.SerializeObject(errorResult);
+            }
+        }
+
+        private AssemblyAnalysis AnalyzeAssemblyInternal(string assemblyPath)
+        {
+            string[] dnrChannel = { };
+            string typeFilterLevel = "ldc.i4.2";
+            string filterLevel = "Low";
+            List<GadgetItem> listGadgets = new List<GadgetItem>();
+
+            // Parse the target assembly and get its types
+            AssemblyDefinition assembly = AssemblyDefinition.ReadAssembly(assemblyPath);
+            IEnumerable<TypeDefinition> allTypes = assembly.MainModule.GetTypes();
+
+            // Pull out all the types with methods that we want to look at
+            var validTypes = allTypes.SelectMany(t => t.Methods.Select(m => new { t, m }))
+                .Where(x => x.m.HasBody);
+
+            foreach (var method in validTypes)
+            {
+                // Disassemble the assembly and check for potentially vulnerable functions
+                foreach (var instruction in method.m.Body.Instructions)
+                {
+                    string gadgetName = "";
+                    bool isRemoting = false;
+                    string remotingChannel = "";
+                    bool isWCFServer = false;
+                    bool isWCFClient = false;
+                    bool isExecution = false;
+
+                    // Deserialization checks
+                    if (instruction.OpCode.ToString() == "callvirt")
+                    {
+                        switch (instruction.Operand.ToString())
+                        {
+                            case string x when x.Contains(BF_DESERIALIZE):
+                                gadgetName = BF_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(DC_JSON_READ_OBJ):
+                                gadgetName = DC_JSON_READ_OBJ;
+                                break;
+                            case string x when x.Contains(DC_XML_READ_OBJ):
+                                gadgetName = DC_XML_READ_OBJ;
+                                break;
+                            case string x when x.Contains(JS_SERIALIZER_DESERIALIZE):
+                                gadgetName = JS_SERIALIZER_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(LOS_FORMATTER_DESERIALIZE):
+                                gadgetName = LOS_FORMATTER_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(NET_DATA_CONTRACT_READ_OBJ):
+                                gadgetName = NET_DATA_CONTRACT_READ_OBJ;
+                                break;
+                            case string x when x.Contains(NET_DATA_CONTRACT_DESERIALIZE):
+                                gadgetName = NET_DATA_CONTRACT_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(OBJ_STATE_FORMATTER_DESERIALIZE):
+                                gadgetName = OBJ_STATE_FORMATTER_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(SOAP_FORMATTER_DESERIALIZE):
+                                gadgetName = SOAP_FORMATTER_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(XML_SERIALIZER_DESERIALIZE):
+                                gadgetName = XML_SERIALIZER_DESERIALIZE;
+                                break;
+                            case string x when x.Contains(POWERSHELL_EVALUATION):
+                                gadgetName = POWERSHELL_EVALUATION;
+                                isExecution = true;
+                                break;
+                            case string x when x.Contains(WCF_SERVER_STRING):
+                                gadgetName = WCF_SERVER_STRING;
+                                isWCFServer = true;
+                                break;
+                            case string x when x.Contains("System.ServiceModel.ChannelFactory") && x.Contains("CreateChannel"):
+                                gadgetName = WCF_CLIENT_STRING;
+                                isWCFClient = true;
+                                break;
+                            case string x when x.Contains("set_FilterLevel(System.Runtime.Serialization.Formatters.TypeFilterLevel)"):
+                                if (typeFilterLevel.EndsWith("3"))
+                                {
+                                    filterLevel = "Full";
+                                }
+                                break;
+                        }
+                    }
+                    else if (instruction.OpCode.ToString().StartsWith("ldc.i4"))
+                    {
+                        typeFilterLevel = instruction.OpCode.ToString();
+                    }
+                    else if (instruction.OpCode.ToString() == "newobj" && instruction.Operand.ToString().Contains("System.Runtime.Remoting.Channels."))
+                    {
+                        // .NET Remoting Checks
+                        dnrChannel = instruction.Operand.ToString().Split('.');
+                    }
+                    else if (instruction.OpCode.ToString() == "call")
+                    {
+                        switch (instruction.Operand.ToString())
+                        {
+                            case string x when x.Contains(JSCRIPT_EVALUATION):
+                                gadgetName = JSCRIPT_EVALUATION;
+                                isExecution = true;
+                                break;
+                            case string x when x.Contains(PROCESS_START):
+                                gadgetName = PROCESS_START;
+                                isExecution = true;
+                                break;
+                            case string x when x.Contains(REGISTER_CHANNEL):
+                                isRemoting = true;
+                                gadgetName = REGISTER_CHANNEL;
+                                remotingChannel = dnrChannel.Length > 5 ? dnrChannel[5] : "";
+                                break;
+                        }
+                    }
+
+                    if (!string.IsNullOrEmpty(gadgetName) || isWCFClient || isWCFServer || isRemoting)
+                    {
+                        listGadgets.Add(new GadgetItem
+                        {
+                            GadgetName = gadgetName,
+                            IsDotNetRemoting = isRemoting,
+                            RemotingChannel = remotingChannel,
+                            IsWCFClient = isWCFClient,
+                            IsWCFServer = isWCFServer,
+                            IsExecution = isExecution,
+                            MethodAppearance = $"{method.t.Name}.{method.m.Name}",
+                            FilterLevel = gadgetName.Contains(BF_DESERIALIZE) ? filterLevel : null
+                        });
+                    }
+                }
+            }
+
+            return CreateAssemblyAnalysis(Path.GetFileName(assemblyPath), listGadgets.ToArray());
+        }
+
+        private AssemblyAnalysis CreateAssemblyAnalysis(string assemblyName, GadgetItem[] items)
+        {
+            var analysis = new AssemblyAnalysis
+            {
+                AssemblyName = assemblyName,
+                IsWCFClient = false,
+                IsWCFServer = false,
+                SerializationGadgetCalls = new Dictionary<string, Models.MethodInfo[]>(),
+                ClientCalls = new Dictionary<string, Models.MethodInfo[]>(),
+                WcfServerCalls = new Dictionary<string, Models.MethodInfo[]>(),
+                RemotingCalls = new Dictionary<string, Models.MethodInfo[]>(),
+                ExecutionCalls = new Dictionary<string, Models.MethodInfo[]>()
+            };
+
+            Dictionary<string, List<Models.MethodInfo>> temp = new Dictionary<string, List<Models.MethodInfo>>();
+            Dictionary<string, List<Models.MethodInfo>> tempClient = new Dictionary<string, List<Models.MethodInfo>>();
+            Dictionary<string, List<Models.MethodInfo>> tempServer = new Dictionary<string, List<Models.MethodInfo>>();
+            Dictionary<string, List<Models.MethodInfo>> tempRemoting = new Dictionary<string, List<Models.MethodInfo>>();
+            Dictionary<string, List<Models.MethodInfo>> tempExecution = new Dictionary<string, List<Models.MethodInfo>>();
+            List<string> dnRemotingChannels = new List<string>();
+
+            foreach (var gadget in items)
+            {
+                if (gadget.IsWCFClient && !tempClient.ContainsKey(gadget.GadgetName))
+                    tempClient[gadget.GadgetName] = new List<Models.MethodInfo>();
+                else if (gadget.IsWCFServer && !tempServer.ContainsKey(gadget.GadgetName))
+                    tempServer[gadget.GadgetName] = new List<Models.MethodInfo>();
+                if (gadget.IsDotNetRemoting && !tempRemoting.ContainsKey(gadget.GadgetName))
+                    tempRemoting[gadget.GadgetName] = new List<Models.MethodInfo>();
+                if (gadget.IsExecution && !tempExecution.ContainsKey(gadget.GadgetName))
+                    tempExecution[gadget.GadgetName] = new List<Models.MethodInfo>();
+                else if (!temp.ContainsKey(gadget.GadgetName))
+                    temp[gadget.GadgetName] = new List<Models.MethodInfo>();
+
+                if (gadget.IsWCFClient)
+                {
+                    tempClient[gadget.GadgetName].Add(new Models.MethodInfo
+                    {
+                        MethodName = gadget.MethodAppearance,
+                        FilterLevel = gadget.FilterLevel
+                    });
+                }
+                else if (gadget.IsWCFServer)
+                {
+                    tempServer[gadget.GadgetName].Add(new Models.MethodInfo
+                    {
+                        MethodName = gadget.MethodAppearance,
+                        FilterLevel = gadget.FilterLevel
+                    });
+                }
+                else if (gadget.IsDotNetRemoting)
+                {
+                    tempRemoting[gadget.GadgetName].Add(new Models.MethodInfo
+                    {
+                        MethodName = gadget.MethodAppearance,
+                        FilterLevel = gadget.FilterLevel
+                    });
+                }
+                else if (gadget.IsExecution)
+                {
+                    tempExecution[gadget.GadgetName].Add(new Models.MethodInfo
+                    {
+                        MethodName = gadget.MethodAppearance,
+                        FilterLevel = gadget.FilterLevel
+                    });
+                }
+                else
+                {
+                    temp[gadget.GadgetName].Add(new Models.MethodInfo
+                    {
+                        MethodName = gadget.MethodAppearance,
+                        FilterLevel = gadget.FilterLevel
+                    });
+                }
+
+                if (gadget.IsDotNetRemoting)
+                    dnRemotingChannels.Add(gadget.RemotingChannel);
+            }
+
+            analysis.RemotingChannels = dnRemotingChannels.ToArray();
+
+            foreach (var key in temp.Keys)
+            {
+                if (!string.IsNullOrEmpty(key))
+                    analysis.SerializationGadgetCalls[key] = temp[key].ToArray();
+            }
+            foreach (var key in tempClient.Keys)
+            {
+                if (!string.IsNullOrEmpty(key))
+                    analysis.ClientCalls[key] = tempClient[key].ToArray();
+            }
+            foreach (var key in tempServer.Keys)
+            {
+                if (!string.IsNullOrEmpty(key))
+                    analysis.WcfServerCalls[key] = tempServer[key].ToArray();
+            }
+            foreach (var key in tempRemoting.Keys)
+            {
+                if (!string.IsNullOrEmpty(key))
+                    analysis.RemotingCalls[key] = tempRemoting[key].ToArray();
+            }
+            foreach (var key in tempExecution.Keys)
+            {
+                if (!string.IsNullOrEmpty(key))
+                    analysis.ExecutionCalls[key] = tempExecution[key].ToArray();
+            }
+
+            return analysis;
+        }
+    }
+}
\ No newline at end of file
diff --git a/projects/dotnet_service/Services/DecompilerEngine.cs b/projects/dotnet_service/Services/DecompilerEngine.cs
new file mode 100644
index 0000000..0c20403
--- /dev/null
+++ b/projects/dotnet_service/Services/DecompilerEngine.cs
@@ -0,0 +1,114 @@
+using ICSharpCode.Decompiler;
+using ICSharpCode.Decompiler.CSharp;
+using ICSharpCode.Decompiler.CSharp.ProjectDecompiler;
+using ICSharpCode.Decompiler.Metadata;
+using Microsoft.Extensions.Logging;
+using System;
+using System.IO;
+using System.IO.Compression;
+using System.Reflection.Metadata;
+using System.Reflection.PortableExecutable;
+using System.Threading.Tasks;
+
+namespace ILSpyDecompilerService
+{
+    public class DecompilerEngine
+    {
+        private readonly ILogger<DecompilerEngine> _logger;
+
+        public DecompilerEngine(ILogger<DecompilerEngine> logger)
+        {
+            _logger = logger;
+        }
+
+        public async Task<string> DecompileAssemblyAsync(string assemblyPath, string outputDirectory)
+        {
+            try
+            {
+                _logger.LogInformation($"Starting decompilation of {assemblyPath}");
+                
+                var module = new PEFile(assemblyPath);
+                var resolver = new UniversalAssemblyResolver(assemblyPath, false, module.Metadata.DetectTargetFrameworkId());
+                
+                var decompilerSettings = new DecompilerSettings(LanguageVersion.Latest)
+                {
+                    ThrowOnAssemblyResolveErrors = false,
+                    RemoveDeadCode = false,
+                    RemoveDeadStores = false,
+                    UseSdkStyleProjectFormat = WholeProjectDecompiler.CanUseSdkStyleProjectFormat(module),
+                    UseNestedDirectoriesForNamespaces = false,
+                };
+
+                var decompiler = new WholeProjectDecompiler(decompilerSettings, resolver, resolver, null);
+                
+                Directory.CreateDirectory(outputDirectory);
+                
+                string projectFileName = Path.Combine(outputDirectory, Path.GetFileNameWithoutExtension(assemblyPath) + ".csproj");
+                
+                await Task.Run(() =>
+                {
+                    using (var projectFileWriter = new StreamWriter(File.OpenWrite(projectFileName)))
+                    {
+                        decompiler.DecompileProject(module, outputDirectory, projectFileWriter);
+                    }
+                });
+                
+                _logger.LogInformation($"Decompilation completed for {assemblyPath}");
+                return outputDirectory;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, $"Failed to decompile assembly {assemblyPath}");
+                throw;
+            }
+        }
+
+        public async Task<string> CreateZipFromDirectoryAsync(string sourceDirectory, string zipFilePath)
+        {
+            try
+            {
+                _logger.LogInformation($"Creating ZIP file from {sourceDirectory}");
+                
+                await Task.Run(() =>
+                {
+                    if (File.Exists(zipFilePath))
+                        File.Delete(zipFilePath);
+                    
+                    ZipFile.CreateFromDirectory(sourceDirectory, zipFilePath);
+                });
+                
+                _logger.LogInformation($"ZIP file created at {zipFilePath}");
+                return zipFilePath;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, $"Failed to create ZIP file from {sourceDirectory}");
+                throw;
+            }
+        }
+
+        public void CleanupTemporaryFiles(params string[] paths)
+        {
+            foreach (var path in paths)
+            {
+                try
+                {
+                    if (File.Exists(path))
+                    {
+                        File.Delete(path);
+                        _logger.LogDebug($"Deleted temporary file: {path}");
+                    }
+                    else if (Directory.Exists(path))
+                    {
+                        Directory.Delete(path, true);
+                        _logger.LogDebug($"Deleted temporary directory: {path}");
+                    }
+                }
+                catch (Exception ex)
+                {
+                    _logger.LogWarning(ex, $"Failed to cleanup temporary path: {path}");
+                }
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/projects/dotnet_service/Services/MinioService.cs b/projects/dotnet_service/Services/MinioService.cs
new file mode 100644
index 0000000..5c869dd
--- /dev/null
+++ b/projects/dotnet_service/Services/MinioService.cs
@@ -0,0 +1,79 @@
+using Microsoft.Extensions.Logging;
+using Minio;
+using Minio.DataModel.Args;
+using System;
+using System.IO;
+using System.Threading.Tasks;
+
+namespace ILSpyDecompilerService
+{
+    public class MinioService
+    {
+        private readonly IMinioClient _minioClient;
+        private readonly ILogger<MinioService> _logger;
+        private readonly string _bucketName;
+
+        public MinioService(ILogger<MinioService> logger)
+        {
+            _logger = logger;
+            
+            var endpoint = Environment.GetEnvironmentVariable("MINIO_ENDPOINT") ?? throw new InvalidOperationException("MINIO_ENDPOINT environment variable is required");
+            var accessKey = Environment.GetEnvironmentVariable("MINIO_ACCESS_KEY") ?? throw new InvalidOperationException("MINIO_ACCESS_KEY environment variable is required");
+            var secretKey = Environment.GetEnvironmentVariable("MINIO_SECRET_KEY") ?? throw new InvalidOperationException("MINIO_SECRET_KEY environment variable is required");
+            _bucketName = Environment.GetEnvironmentVariable("MINIO_BUCKET") ?? throw new InvalidOperationException("MINIO_BUCKET environment variable is required");
+
+            // Strip protocol from endpoint if present (MinIO client expects hostname:port format)
+            var cleanEndpoint = endpoint.Replace("http://", "").Replace("https://", "");
+            
+            _minioClient = new MinioClient()
+                .WithEndpoint(cleanEndpoint)
+                .WithCredentials(accessKey, secretKey)
+                .Build();
+        }
+
+        public async Task<string> DownloadFileAsync(string objectId)
+        {
+            try
+            {
+                var tempFilePath = Path.GetTempFileName();
+                
+                var getObjectArgs = new GetObjectArgs()
+                    .WithBucket(_bucketName)
+                    .WithObject(objectId)
+                    .WithFile(tempFilePath);
+
+                await _minioClient.GetObjectAsync(getObjectArgs);
+                
+                _logger.LogInformation($"Downloaded file {objectId} to {tempFilePath}");
+                return tempFilePath;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, $"Failed to download file {objectId}");
+                throw;
+            }
+        }
+
+        public async Task<string> UploadFileAsync(string filePath, string newObjectId)
+        {
+            try
+            {
+                var putObjectArgs = new PutObjectArgs()
+                    .WithBucket(_bucketName)
+                    .WithObject(newObjectId)
+                    .WithFileName(filePath)
+                    .WithContentType("application/zip");
+
+                await _minioClient.PutObjectAsync(putObjectArgs);
+                
+                _logger.LogInformation($"Uploaded file {filePath} as {newObjectId}");
+                return newObjectId;
+            }
+            catch (Exception ex)
+            {
+                _logger.LogError(ex, $"Failed to upload file {filePath} as {newObjectId}");
+                throw;
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/projects/dotnet_service/global.json b/projects/dotnet_service/global.json
new file mode 100644
index 0000000..2a896c8
--- /dev/null
+++ b/projects/dotnet_service/global.json
@@ -0,0 +1,7 @@
+{
+  "sdk": {
+    "version": "9.0.302",
+    "rollForward": "major",
+    "allowPrerelease": true
+  }
+}
\ No newline at end of file
diff --git a/projects/file_enrichment/.vscode/settings.json b/projects/file_enrichment/.vscode/settings.json
index 34bd581..9eb29d1 100644
--- a/projects/file_enrichment/.vscode/settings.json
+++ b/projects/file_enrichment/.vscode/settings.json
@@ -39,27 +39,18 @@
         "**/*.egg-info/**": true,
         "**/build/**": true,
         "**/dist/**": true,
-        "**/node_modules/*/**": true,
+        "**/node_modules/*/**": true
     },
     "python.analysis.diagnosticSeverityOverrides": {
         "reportMissingImports": "none",
-        "reportMissingModuleSource": "none",
+        "reportMissingModuleSource": "none"
     },
     "python.analysis.useLibraryCodeForTypes": true, // Pyright
-    // "python.formatting.provider": "none",
     "python.languageServer": "Pylance",
-    "python.linting.enabled": true,
-    "python.linting.flake8Args": [
-        "--max-line-length=240",
-        "--ignore=E203,E722,W503",
-    ],
-    "python.linting.flake8Enabled": true,
-    "python.linting.lintOnSave": true,
-    "python.linting.pylintEnabled": false,
     "python.testing.pytestArgs": [
         "tests"
     ],
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
-    "python.analysis.typeCheckingMode": "basic",
+    "python.analysis.typeCheckingMode": "basic"
 }
\ No newline at end of file
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index f686aae..7e95548 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -2,45 +2,43 @@
 import asyncio
 import json
 import os
-import time
+import random
 import uuid
 from contextlib import asynccontextmanager
 from datetime import datetime
-from typing import Optional
 
 import common.helpers as helpers
-import structlog
-from common.models import CloudEvent, File, NoseyParkerOutput
+import psycopg
+from common.logger import get_logger
+from common.models import CloudEvent, DotNetOutput, File, NoseyParkerOutput
+from common.state_helpers import get_file_enriched
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
-from dapr.ext.workflow.workflow_state import WorkflowStatus
 from fastapi import Body, FastAPI, HTTPException, Path
-from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
 from psycopg_pool import ConnectionPool
 from pydantic import BaseModel
 
+from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
 
-from .logger import configure_logging, get_tracer
 from .workflow import (
-    enrichment_workflow,
     get_workflow_client,
     initialize_workflow_runtime,
     reload_yara_rules,
     shutdown_workflow_runtime,
     workflow_runtime,
 )
+from .workflow_manager import WorkflowManager
 
-configure_logging()
-logger = structlog.get_logger(module=__name__)
-tracer = get_tracer(__name__, os.getenv("NEMESIS_MONITORING", "").lower() == "enabled")
+logger = get_logger(__name__)
 
 max_parallel_workflows = int(os.getenv("MAX_PARALLEL_WORKFLOWS", 3))  # maximum workflows that can run at a time
 max_workflow_execution_time = int(
     os.getenv("MAX_WORKFLOW_EXECUTION_TIME", 300)
 )  # maximum time (in seconds) until a workflow is killed
-logger.info(f"max_parallel_workflows: {max_parallel_workflows}")
-logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}")
+
+logger.info(f"max_parallel_workflows: {max_parallel_workflows}", pid=os.getpid())
+logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
 
 with DaprClient() as client:
     secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
@@ -55,687 +53,276 @@ class EnrichmentRequest(BaseModel):
     object_id: str
 
 
-class WorkflowManager:
-    """Manages workflow execution with a simple queue system"""
-
-    def __init__(self, max_concurrent=3, max_execution_time=300):
-        """Initialize the workflow manager"""
-        self.active_workflows = set()  # Set of active workflow IDs
-        self.workflow_queue = asyncio.Queue()  # Queue for pending workflows
-        self.max_concurrent = max_concurrent  # Maximum concurrent workflows
-        self.lock = asyncio.Lock()  # For synchronizing access to shared state
-        self.max_execution_time = max_execution_time  # max time (in seconds) until a workflow is killed
-
-        logger.info("WorkflowManager initialized", max_concurrent=max_concurrent, max_execution_time=max_execution_time)
-
-    def _get_status_string(self, state_obj):
-        """Convert workflow state to string"""
-        if state_obj.runtime_status == WorkflowStatus.FAILED:
-            logger.warning(
-                "Workflow failed",
-                instance_id=state_obj.instance_id,
-                error=state_obj.failure_details.message if state_obj.failure_details else "Unknown",
-            )
-
-        return state_obj.runtime_status.name
-
-    async def update_workflow_status(self, instance_id, status, runtime_seconds=None, error_message=None):
-        """
-        Generalized function to update workflow status in database.
-
-        Args:
-            instance_id: The workflow instance ID
-            status: The status to set (COMPLETED, FAILED, ERROR, TIMEOUT, etc.)
-            runtime_seconds: Runtime in seconds (optional)
-            error_message: Error message to append to enrichments_failure (optional)
-        """
-
-        def _update_workflow_in_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    if error_message:
-                        # Update with error message appended to enrichments_failure
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET status = %s,
-                                runtime_seconds = COALESCE(%s, runtime_seconds),
-                                enrichments_failure = array_append(enrichments_failure, %s)
-                            WHERE wf_id = %s
-                            """,
-                            (status, runtime_seconds, error_message[:100], instance_id),
-                        )
-                    else:
-                        # Update without modifying enrichments_failure
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET status = %s,
-                                runtime_seconds = COALESCE(%s, runtime_seconds)
-                            WHERE wf_id = %s
-                            """,
-                            (status, runtime_seconds, instance_id),
-                        )
-                    conn.commit()
-
-        try:
-            await asyncio.to_thread(_update_workflow_in_db)
-            logger.debug(
-                "Updated workflow status",
-                instance_id=instance_id,
-                status=status,
-                runtime_seconds=runtime_seconds,
-                has_error=bool(error_message),
-            )
-        except Exception as e:
-            logger.error(
-                "Failed to update workflow status in database", instance_id=instance_id, status=status, error=str(e)
-            )
-
-    async def reset(self):
-        """Reset the workflow manager's state."""
-        async with self.lock:
-            # Clear active workflows
-            self.active_workflows.clear()
-
-            # Clear the workflow queue
-            while not self.workflow_queue.empty():
-                try:
-                    self.workflow_queue.get_nowait()
-                    self.workflow_queue.task_done()
-                except asyncio.QueueEmpty:
-                    break
-
-            # Reset workflows in database
-            try:
-
-                def reset_db_workflows():
-                    with pool.connection() as conn:
-                        with conn.cursor() as cur:
-                            # Clear existing workflows
-                            cur.execute("DELETE FROM workflows")
-                            conn.commit()
-
-                await asyncio.to_thread(reset_db_workflows)
-            except Exception as e:
-                logger.exception(e, message="Error resetting workflows in database")
-
-            logger.warning(
-                "WorkflowManager reset", active_count=len(self.active_workflows), queue_size=self.workflow_queue.qsize()
-            )
-
-            return {
-                "status": "success",
-                "message": "Workflow manager reset successfully",
-                "timestamp": datetime.now().isoformat(),
-            }
-
-    async def start_workflow(self, workflow_input):
-        """Start a workflow or queue it if at capacity"""
-        async with self.lock:
-            # Check if we're at capacity
-            if len(self.active_workflows) >= self.max_concurrent:
-                # Queue the workflow and return
-                await self.workflow_queue.put(workflow_input)
-                logger.info(
-                    "Queued workflow - at capacity",
-                    queue_size=self.workflow_queue.qsize(),
-                    object_id=workflow_input["file"].get("object_id"),
-                )
-                return f"queued-{uuid.uuid4()}"
-
-            # If not at capacity, then start the workflow immediately
-            try:
-                start_time = time.time()
-
-                client = get_workflow_client()
-                if client is None:
-                    raise ValueError("Workflow client is None")
-
-                # Start the workflow
-                instance_id = client.schedule_new_workflow(workflow=enrichment_workflow, input=workflow_input)
-
-                with tracer.start_as_current_span("start_workflow") as current_span:
-                    # Add workflow ID to trace for Jaeger queries
-                    current_span.set_attribute("workflow.instance_id", instance_id)
-                    current_span.set_attribute("workflow.start", True)
-                    current_span.set_attribute("workflow.type", "enrichment_workflow")
-                    if "file" in workflow_input and "object_id" in workflow_input["file"]:
-                        current_span.set_attribute("workflow.object_id", workflow_input["file"]["object_id"])
-
-                    # Extract and store metadata for tracking
-                    base_filename = None
-                    object_id = None
-                    if "file" in workflow_input:
-                        if "path" in workflow_input["file"]:
-                            filepath = workflow_input["file"]["path"]
-                            base_filename = os.path.basename(filepath)
-                        if "object_id" in workflow_input["file"]:
-                            object_id = workflow_input["file"].get("object_id")
-
-                    # Store workflow in database
-                    def store_workflow():
-                        with pool.connection() as conn:
-                            with conn.cursor() as cur:
-                                cur.execute(
-                                    """
-                                    INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
-                                    VALUES (%s, %s, %s, %s, %s)
-                                    """,
-                                    (
-                                        instance_id,
-                                        object_id,
-                                        base_filename,
-                                        "RUNNING",
-                                        datetime.fromtimestamp(start_time),
-                                    ),
-                                )
-                                conn.commit()
-
-                    await asyncio.to_thread(store_workflow)
-
-                    # Add to active set
-                    self.active_workflows.add(instance_id)
-
-                    logger.info(
-                        "Started workflow",
-                        instance_id=instance_id,
-                        object_id=object_id,
-                        active_count=len(self.active_workflows),
-                    )
-
-                    # Start a task to monitor this workflow
-                    asyncio.create_task(self._monitor_workflow(instance_id, start_time))
-
-                    # Check queue for more work
-                    self._check_queue()
-
-                    return instance_id
-
-            except Exception as e:
-                logger.exception(e, message="Error starting workflow")
-                raise
-
-    def _check_queue(self):
-        """Check if we can process more workflows from the queue"""
-        # Schedule as a task so it doesn't block
-        asyncio.create_task(self._process_queue())
-
-    async def _process_queue(self) -> None:
-        """Process pending workflows from the queue"""
-
-        def store_workflow(
-            instance_id: str,
-            object_id: Optional[str],
-            base_filename: Optional[str],
-            start_time: float,
-        ) -> None:
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
-                        VALUES (%s, %s, %s, %s, %s)
-                        """,
-                        (
-                            instance_id,
-                            object_id,
-                            base_filename,
-                            "RUNNING",
-                            datetime.fromtimestamp(start_time),
-                        ),
-                    )
-                    conn.commit()
-
-        async with self.lock:
-            # Process as many as we can from the queue
-            while not self.workflow_queue.empty() and len(self.active_workflows) < self.max_concurrent:
-                try:
-                    # Get the next workflow input
-                    workflow_input: dict = self.workflow_queue.get_nowait()
-
-                    # Start the workflow
-                    start_time: float = time.time()
-                    client = get_workflow_client()
-
-                    instance_id: str = client.schedule_new_workflow(workflow=enrichment_workflow, input=workflow_input)
-
-                    # Add tracing for queued workflows
-                    with tracer.start_as_current_span("store_workflow") as current_span:
-                        current_span.set_attribute("workflow.instance_id", instance_id)
-                        current_span.set_attribute("workflow.start", True)
-                        current_span.set_attribute("workflow.type", "enrichment_workflow")
-                        current_span.set_attribute("workflow.queued", True)
-                        if "file" in workflow_input and "object_id" in workflow_input["file"]:
-                            current_span.set_attribute("workflow.object_id", workflow_input["file"]["object_id"])
-
-                        # Extract and store metadata for tracking
-                        base_filename: Optional[str] = None
-                        object_id: Optional[str] = None
-                        if "file" in workflow_input:
-                            if "path" in workflow_input["file"]:
-                                filepath: str = workflow_input["file"]["path"]
-                                base_filename = os.path.basename(filepath)
-                            if "object_id" in workflow_input["file"]:
-                                object_id = workflow_input["file"].get("object_id")
-
-                        # Store workflow in database
-                        await asyncio.to_thread(store_workflow, instance_id, object_id, base_filename, start_time)
-
-                        # Add to active set
-                        self.active_workflows.add(instance_id)
-
-                        logger.info(
-                            "Started queued workflow",
-                            instance_id=instance_id,
-                            object_id=object_id,
-                            queue_remaining=self.workflow_queue.qsize(),
-                        )
-
-                        # Create monitoring task
-                        asyncio.create_task(self._monitor_workflow(instance_id, start_time))
-
-                        # Mark as done
-                        self.workflow_queue.task_done()
-
-                except asyncio.QueueEmpty:
-                    break
-                except Exception as e:
-                    logger.exception(e, message="Error starting queued workflow")
-                    self.workflow_queue.task_done()  # Mark as done despite error
-
-    async def _monitor_workflow(self, instance_id, start_time):
-        """Monitor a workflow until completion or timeout"""
-
-        with tracer.start_as_current_span("monitor_workflow") as current_span:
-            current_span.set_attribute("workflow.instance_id", instance_id)
-            current_span.set_attribute("workflow.monitor", True)
-
-            try:
-                # Wait for completion or timeout
-                try:
-                    # Use wait_for to implement a timeout
-                    final_status = await asyncio.wait_for(
-                        self._wait_for_completion(instance_id), timeout=self.max_execution_time
-                    )
-
-                    processing_time = time.time() - start_time
-
-                    await self.update_workflow_status(instance_id, final_status, processing_time)
-
-                    # Remove from active set
-                    async with self.lock:
-                        if instance_id in self.active_workflows:
-                            self.active_workflows.remove(instance_id)
-
-                        # Check if we can process more from queue
-                        self._check_queue()
-
-                    logger.info(
-                        "Workflow completed",
-                        instance_id=instance_id,
-                        processing_time=f"{processing_time:.2f}s",
-                        final_status=final_status,
-                    )
-
-                except TimeoutError:
-                    processing_time = time.time() - start_time
-
-                    logger.warning(
-                        "Workflow timed out after exceeding maximum execution time",
-                        instance_id=instance_id,
-                        max_execution_time=f"{self.max_execution_time}s",
-                        actual_time=f"{processing_time:.2f}s",
-                    )
-
-                    # Try to terminate the workflow
-                    try:
-                        client = get_workflow_client()
-                        if client:
-                            client.terminate_workflow(instance_id)
-                            logger.info("Workflow terminated due to timeout", instance_id=instance_id)
-                    except Exception as e:
-                        logger.error("Failed to terminate timed-out workflow", instance_id=instance_id, error=str(e))
-
-                    # Update workflow status for timeout
-                    await self.update_workflow_status(instance_id, "TIMEOUT", processing_time, "timeout")
-
-                    # Remove from active set
-                    async with self.lock:
-                        if instance_id in self.active_workflows:
-                            self.active_workflows.remove(instance_id)
-
-                        # Check if we can process more from queue
-                        self._check_queue()
-
-            except Exception as e:
-                # Handle other failures
-                processing_time = time.time() - start_time
-
-                logger.exception(
-                    "Workflow monitoring failed",
-                    instance_id=instance_id,
-                    processing_time=f"{processing_time:.2f}s",
-                    error=str(e),
-                )
-
-                # Update workflow status for error
-                await self.update_workflow_status(instance_id, "ERROR", processing_time, str(e))
-
-                # Remove from active set and check queue
-                async with self.lock:
-                    if instance_id in self.active_workflows:
-                        self.active_workflows.remove(instance_id)
-
-                    # Check if we can process more from queue
-                    self._check_queue()
-
-    async def _wait_for_completion(self, instance_id):
-        """Wait for workflow to complete and return the final status"""
-        start_time = datetime.now()
-        error_count = 0
-
-        client = get_workflow_client()
-
-        # Add trace attributes for workflow status monitoring
-        with tracer.start_as_current_span("wait_for_completion") as current_span:
-            current_span.set_attribute("workflow.instance_id", instance_id)
-            current_span.set_attribute("workflow.wait_for_completion", True)
-
-            while True:
-                try:
-                    state = await asyncio.to_thread(client.get_workflow_state, instance_id)
-                    status = self._get_status_string(state)
-                    error_count = 0  # Reset on successful check
-
-                    logger.debug(
-                        "Workflow status check",
-                        instance_id=instance_id,
-                        status=status,
-                        runtime=str(datetime.now() - start_time),
-                    )
-
-                    if status in ["COMPLETED", "FAILED", "TERMINATED", "ERROR"]:
-                        runtime_seconds = (datetime.now() - start_time).total_seconds()
-                        logger.info(
-                            "Workflow finished",
-                            instance_id=instance_id,
-                            final_status=status,
-                            runtime=str(datetime.now() - start_time),
-                        )
-
-                        # For failed workflows, capture the error message and update status
-                        if status in ["FAILED", "TERMINATED", "ERROR"]:
-                            error_msg = ""
-                            if status == "FAILED" and state.failure_details:
-                                error_msg = state.failure_details.message
-
-                            await self.update_workflow_status(
-                                instance_id, status, runtime_seconds, error_msg[:100] if error_msg else status.lower()
-                            )
-                        else:
-                            await self.update_workflow_status(instance_id, status, runtime_seconds, "")
-
-                        # Return the actual status so _monitor_workflow knows what happened
-                        return status
-
-                    await asyncio.sleep(0.1)
-
-                except Exception as e:
-                    error_count += 1
-                    logger.warning(
-                        f"Error checking workflow status: {str(e)}", instance_id=instance_id, error_count=error_count
-                    )
-
-                    if error_count >= 3:  # Break after 3 consecutive errors
-                        logger.error(
-                            "Too many consecutive errors checking workflow status",
-                            instance_id=instance_id,
-                            error_count=error_count,
-                        )
-                        # Return ERROR status so the monitoring can handle it appropriately
-                        return "ERROR"
-
-                    await asyncio.sleep(0.5)
-
-    async def get_status(self):
-        """Get current status information with enhanced metrics from database"""
-        try:
-            async with self.lock:
-                active_ids = list(self.active_workflows)
-                current_queue_size = self.workflow_queue.qsize()
-
-            logger.debug("Getting status", active_count=len(active_ids), queue_size=current_queue_size)
-
-            # Get metrics and workflow information from database
-            def get_db_metrics():
-                with pool.connection() as conn:
-                    with conn.cursor() as cur:
-                        # Get metrics: counts and processing times
-                        cur.execute("""
-                            SELECT
-                                COUNT(*) FILTER (WHERE status = 'COMPLETED') as completed_count,
-                                COUNT(*) FILTER (WHERE status IN ('FAILED', 'TERMINATED', 'ERROR', 'TIMEOUT')) as failed_count,
-                                AVG(runtime_seconds) as avg_time,
-                                MIN(runtime_seconds) as min_time,
-                                MAX(runtime_seconds) as max_time,
-                                COUNT(runtime_seconds) as samples_count
-                            FROM workflows
-                            WHERE runtime_seconds IS NOT NULL
-                        """)
-                        metrics_row = cur.fetchone()
-                        completed_count, failed_count, avg_time, min_time, max_time, samples_count = metrics_row
-
-                        # Get active workflow details from database
-                        cur.execute("""
-                            SELECT
-                                wf_id,
-                                object_id,
-                                status,
-                                EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) as runtime_seconds,
-                                enrichments_success,
-                                enrichments_failure,
-                                filename
-                            FROM workflows
-                            WHERE status = 'RUNNING'
-                        """)
-                        active_workflows_db = []
-                        for row in cur.fetchall():
-                            wf_id, object_id, status, runtime_seconds, success_modules, failure_modules, filename = row
-
-                            active_workflows_db.append(
-                                {
-                                    "id": wf_id,
-                                    "status": status,
-                                    "runtime_seconds": runtime_seconds,
-                                    "filename": filename,
-                                    "object_id": object_id,
-                                    "success_modules": success_modules,
-                                    "failure_modules": failure_modules,
-                                }
-                            )
-
-                        # Get status counts
-                        cur.execute("""
-                            SELECT status, COUNT(*) FROM workflows GROUP BY status
-                        """)
-                        status_counts = {row[0]: row[1] for row in cur.fetchall()}
-
-                        # Calculate percentiles
-                        percentiles = {}
-                        if samples_count >= 5:
-                            cur.execute("""
-                                SELECT
-                                    percentile_cont(0.5) WITHIN GROUP (ORDER BY runtime_seconds) as p50,
-                                    percentile_cont(0.9) WITHIN GROUP (ORDER BY runtime_seconds) as p90,
-                                    percentile_cont(0.95) WITHIN GROUP (ORDER BY runtime_seconds) as p95,
-                                    percentile_cont(0.99) WITHIN GROUP (ORDER BY runtime_seconds) as p99
-                                FROM workflows
-                                WHERE runtime_seconds IS NOT NULL
-                            """)
-
-                            result = cur.fetchone()
-                            if result:
-                                p50, p90, p95, p99 = result
-                                percentiles = {
-                                    "p50_seconds": round(float(p50), 2) if p50 is not None else None,
-                                    "p90_seconds": round(float(p90), 2) if p90 is not None else None,
-                                    "p95_seconds": round(float(p95), 2) if p95 is not None else None,
-                                    "p99_seconds": round(float(p99), 2) if p99 is not None else None,
-                                }
-
-                        return {
-                            "metrics": {
-                                "completed_count": completed_count or 0,
-                                "failed_count": failed_count or 0,
-                                "total_processed": (completed_count or 0) + (failed_count or 0),
-                                "success_rate": round(
-                                    (completed_count or 0) / ((completed_count or 0) + (failed_count or 0)) * 100, 2
-                                )
-                                if ((completed_count or 0) + (failed_count or 0)) > 0
-                                else None,
-                                "processing_times": {
-                                    "avg_seconds": round(avg_time, 2) if avg_time else None,
-                                    "min_seconds": round(min_time, 2) if min_time else None,
-                                    "max_seconds": round(max_time, 2) if max_time else None,
-                                    "samples_count": samples_count or 0,
-                                    **percentiles,
-                                },
-                            },
-                            "status_counts": status_counts,
-                            "active_workflows_db": active_workflows_db,
-                        }
-
-            # Get database metrics and status information
-            db_info = await asyncio.to_thread(get_db_metrics)
-            metrics = db_info["metrics"]
-            status_counts = db_info["status_counts"]
-            db_active_workflows = db_info["active_workflows_db"]
-
-            # Get status for each active workflow from Dapr client as well (for comparison)
-            active_statuses = []
-            if active_ids:
-                try:
-                    client = get_workflow_client()
-                    if client is None:
-                        raise ValueError("Could not get workflow client")
-
-                    for wf_id in active_ids:
-                        try:
-                            state = client.get_workflow_state(wf_id)
-                            status = self._get_status_string(state)
-                            # Get runtime for active workflows
-                            if hasattr(state, "created_at") and state.created_at:
-                                runtime = datetime.now() - state.created_at
-                                runtime_seconds = runtime.total_seconds()
-                            else:
-                                runtime_seconds = None
-
-                            # Find this workflow in our DB results
-                            matching_db_workflow = next((w for w in db_active_workflows if w["id"] == wf_id), None)
-
-                            # Combine information from both sources
-                            workflow_info = {"id": wf_id, "status": status, "runtime_seconds": runtime_seconds}
-
-                            if matching_db_workflow:
-                                workflow_info["object_id"] = matching_db_workflow["object_id"]
-                                workflow_info["filename"] = matching_db_workflow["filename"]
-                                workflow_info["success_modules"] = matching_db_workflow["success_modules"]
-                                workflow_info["failure_modules"] = matching_db_workflow["failure_modules"]
-
-                            active_statuses.append(workflow_info)
-                        except Exception as e:
-                            logger.error("Error getting workflow state", workflow_id=wf_id, error=str(e))
-                            active_statuses.append({"id": wf_id, "status": "ERROR", "error": str(e)})
-                except Exception as e:
-                    logger.error("Error getting workflow client", error=str(e))
-                    # Use only database-based active workflows
-                    active_statuses = db_active_workflows
-
-            # If we have no active statuses from the client but do have from DB, use DB ones
-            if not active_statuses and db_active_workflows:
-                active_statuses = db_active_workflows
-
-            status = {
-                "queued_files": current_queue_size,
-                "active_workflows": len(active_ids),
-                "status_counts": status_counts,
-                "active_details": active_statuses,
-                "metrics": metrics,
-                "timestamp": datetime.now().isoformat(),
-            }
-
-            logger.debug("Status response", status=status)
-            return status
-
-        except Exception as e:
-            logger.exception(e, message="Error getting workflow status")
-            # Try to get basic queue info even if other parts fail
-            try:
-                return {
-                    "error": str(e),
-                    "queued_files": self.workflow_queue.qsize(),
-                    "active_workflows": len(self.active_workflows),
-                    "active_details": [],
-                    "metrics": {},
-                    "timestamp": datetime.now().isoformat(),
-                }
-            except Exception as ee:
-                return {
-                    "error": f"Complete status failure: {ee}",
-                    "queued_files": 0,
-                    "active_workflows": 0,
-                    "active_details": [],
-                    "metrics": {},
-                    "timestamp": datetime.now().isoformat(),
-                }
-
-
 module_execution_order = []
 workflow_manager: WorkflowManager = None
 
+# Global tracking for bulk enrichment processes
+bulk_enrichment_tasks = {}  # {enrichment_name: task_info}
+bulk_enrichment_lock = asyncio.Lock()
+
+# PostgreSQL LISTEN/NOTIFY client
+notify_listener_task = None
+
+
+async def recover_interrupted_workflows():
+    """
+    Recover workflows that were interrupted during system shutdown.
+
+    NOTE/TODO:  if using multiple replicas or k8s, this process should be moved
+                into a single instance and not replicated multiple times
+    """
+    try:
+        # Tandom sleep delay to help with the worker overlap on recovery
+        #   This, combined with the single atomic DELETE query, should
+        #   ensure that only one worker will recover the workflows.
+        delay = random.uniform(0, 10)
+        logger.info(f"Workflow recovery starting in {delay:.1f} seconds...", pid=os.getpid())
+        await asyncio.sleep(delay)
+
+        logger.info("Starting workflow recovery process...", pid=os.getpid())
+
+        def get_and_delete_running_workflows():
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    # Atomic DELETE with RETURNING - only one worker will get the interrupted workflows
+                    cur.execute("""
+                        DELETE FROM workflows
+                        WHERE status = 'RUNNING'
+                        RETURNING object_id
+                    """)
+                    running_ids = [row[0] for row in cur.fetchall()]
+                    conn.commit()
+
+                    if running_ids:
+                        logger.info(f"Atomically claimed {len(running_ids)} interrupted workflows", pid=os.getpid())
+
+                    return running_ids
+
+        def get_file_data_and_cleanup(object_ids):
+            recovered_files = []
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    for object_id in object_ids:
+                        # Get file data for reconstruction
+                        cur.execute(
+                            """
+                            SELECT object_id, agent_id, source, project, timestamp, expiration,
+                                   path, originating_object_id, originating_container_id, nesting_level,
+                                   file_creation_time, file_access_time, file_modification_time
+                            FROM files WHERE object_id = %s
+                        """,
+                            (object_id,),
+                        )
+
+                        row = cur.fetchone()
+                        if row:
+                            # Convert database row to File-compatible dict
+                            file_data = {
+                                "object_id": str(row[0]),
+                                "agent_id": row[1],
+                                "source": row[2],
+                                "project": row[3],
+                                "timestamp": row[4],
+                                "expiration": row[5],
+                                "path": row[6],
+                                "originating_object_id": str(row[7]) if row[7] else None,
+                                "originating_container_id": str(row[8]) if row[8] else None,
+                                "nesting_level": row[9],
+                                "creation_time": row[10].isoformat() if row[10] else None,
+                                "access_time": row[11].isoformat() if row[11] else None,
+                                "modification_time": row[12].isoformat() if row[12] else None,
+                            }
+                            recovered_files.append(file_data)
+                            logger.debug("Recovered file data for workflow", object_id=object_id, pid=os.getpid())
+                        else:
+                            logger.warning("No file data found for workflow", object_id=object_id, pid=os.getpid())
+
+                    conn.commit()
+
+            return recovered_files
+
+        # Get interrupted workflows
+        running_object_ids = await asyncio.to_thread(get_and_delete_running_workflows)
+
+        if not running_object_ids:
+            logger.info("No interrupted workflows found", pid=os.getpid())
+            return
+
+        logger.info(f"Found {len(running_object_ids)} interrupted workflows to recover", pid=os.getpid())
+
+        # Get file data and clean up partial results
+        recovered_files = await asyncio.to_thread(get_file_data_and_cleanup, running_object_ids)
+
+        if not recovered_files:
+            logger.warning("No file data found for interrupted workflows", pid=os.getpid())
+            return
+
+        # Republish recovered files with priority
+        with DaprClient() as client:
+            for file_data in recovered_files:
+                try:
+                    # Filter out None values for File object creation
+                    clean_file_data = {k: v for k, v in file_data.items() if v is not None}
+
+                    # Create File object from recovered data
+                    file_obj = File(**clean_file_data)
+
+                    # Publish with priority=3 for immediate processing
+                    client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="file",
+                        data=json.dumps(file_obj.model_dump(exclude_unset=True, mode="json")),
+                        data_content_type="application/json",
+                        metadata=[("priority", "3")],
+                    )
+
+                    logger.info("Republished interrupted workflow", object_id=file_data["object_id"], pid=os.getpid())
+
+                except Exception as e:
+                    logger.exception(f"Failed to republish workflow {file_data['object_id']}: {e}")
+                    logger.error("File data that caused error", file_data=file_data)
+
+        logger.info(f"Successfully recovered {len(recovered_files)} interrupted workflows", pid=os.getpid())
+
+    except Exception as e:
+        logger.exception("Error during workflow recovery", error=str(e), pid=os.getpid())
+        # Don't raise - we want the service to continue even if recovery fails
+
+
+async def postgres_notify_listener():
+    """
+    Listen for PostgreSQL NOTIFY events for yara reload and workflow reset.
+    Runs in background task to handle notifications across all workers/replicas.
+    """
+    global workflow_manager
+
+    logger.info("Starting PostgreSQL NOTIFY listener...", pid=os.getppid())
+
+    retry_delay = 1  # Start with 1 second retry delay
+    max_retry_delay = 60  # Max 60 seconds between retries
+
+    while True:
+        try:
+            # Use async connection for LISTEN
+            async with await psycopg.AsyncConnection.connect(postgres_connection_string, autocommit=True) as conn:
+                logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
+                retry_delay = 1  # Reset retry delay on successful connection
+
+                # Listen to our notification channels
+                await conn.execute("LISTEN nemesis_yara_reload")
+                await conn.execute("LISTEN nemesis_workflow_reset")
+
+                logger.info(
+                    "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
+                    pid=os.getppid(),
+                )
+
+                # Process notifications with timeout to prevent hanging
+                try:
+                    async for notify in conn.notifies():
+                        try:
+                            logger.info(
+                                f"Received PostgreSQL notification: channel={notify.channel}, payload={notify.payload}, pid={os.getpid()}"
+                            )
+
+                            if notify.channel == "nemesis_yara_reload":
+                                logger.info("Processing yara reload notification", pid=os.getppid())
+                                reload_yara_rules()
+
+                            elif notify.channel == "nemesis_workflow_reset":
+                                logger.info("Processing workflow reset notification", pid=os.getppid())
+                                if workflow_manager is not None:
+                                    result = await workflow_manager.reset()
+                                    logger.info("Workflow manager reset completed", result=result)
+                                else:
+                                    logger.warning("Workflow manager not initialized, skipping reset")
+
+                        except Exception as e:
+                            logger.exception(
+                                "Error processing PostgreSQL notification",
+                                channel=notify.channel,
+                                payload=notify.payload,
+                                error=str(e),
+                                pid=os.getpid(),
+                            )
+                except asyncio.CancelledError:
+                    logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                    break
+                except Exception as e:
+                    logger.exception("Error in notification loop", error=str(e), pid=os.getpid())
+                    raise
+
+        except Exception as e:
+            logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e), pid=os.getppid())
+
+            # Exponential backoff with jitter
+            await asyncio.sleep(retry_delay + (retry_delay * 0.1))  # Add 10% jitter
+            retry_delay = min(retry_delay * 2, max_retry_delay)
+
+            logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...", pid=os.getppid())
+
 
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """FastAPI lifespan manager for workflow runtime setup/teardown"""
-    global module_execution_order, workflow_manager
+    global module_execution_order, workflow_manager, notify_listener_task
 
-    logger.info("Initializing workflow runtime...")
+    logger.info("Initializing workflow runtime...", pid=os.getpid())
 
     try:
         # Initialize workflow runtime and modules
         module_execution_order = await initialize_workflow_runtime()
-        # Wait for runtime to initialize
+
+        # Wait a bit for runtime to initialize
         await asyncio.sleep(5)
 
-        # Test workflow client
         client = get_workflow_client()
         if client is None:
             raise ValueError("Workflow client not available after initialization")
 
-        # Initialize workflow manager with our global ENV variables
         workflow_manager = WorkflowManager(
             max_concurrent=max_parallel_workflows, max_execution_time=max_workflow_execution_time
         )
 
+        # Start PostgreSQL NOTIFY listener in background
+        notify_listener_task = asyncio.create_task(postgres_notify_listener())
+        logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
+
+        # Recover any interrupted workflows before starting normal processing
+        await recover_interrupted_workflows()
+
         logger.info(
             "Workflow runtime initialized successfully",
             module_execution_order=module_execution_order,
             client_available=client is not None,
+            pid=os.getpid(),
         )
 
     except Exception as e:
-        logger.error("Failed to initialize workflow runtime", error=str(e))
+        logger.error("Failed to initialize workflow runtime", error=str(e), pid=os.getpid())
         raise
 
     yield
 
-    # Cleanup
     try:
-        logger.info("Shutting down workflow runtime...")
+        logger.info("Shutting down workflow runtime...", pid=os.getpid())
+
+        # Cancel PostgreSQL NOTIFY listener
+        if notify_listener_task and not notify_listener_task.done():
+            logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
+            notify_listener_task.cancel()
+            try:
+                await notify_listener_task
+            except asyncio.CancelledError:
+                logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+
+        # Clean up workflow manager background tasks
+        if workflow_manager:
+            await workflow_manager.cleanup()
+
         shutdown_workflow_runtime()
     except Exception as e:
-        logger.error("Error during workflow runtime shutdown", error=str(e))
+        logger.error("Error during workflow runtime shutdown", error=str(e), pid=os.getpid())
 
 
 # Initialize FastAPI app with lifespan manager
@@ -743,35 +330,158 @@ app = FastAPI(lifespan=lifespan)
 dapr_app = DaprApp(app)
 
 
+async def save_file_message(file: File):
+    """Save the file message to the database for recovery purposes"""
+    try:
+        # Only save files that are not nested (originating files)
+        if file.nesting_level and file.nesting_level > 0:
+            logger.debug(
+                "nesting_level > 0, not saving file message",
+                nesting_level=file.nesting_level,
+                object_id=file.object_id,
+                pid=os.getpid(),
+            )
+            return
+
+        def save_to_db():
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    query = """
+                    INSERT INTO files (
+                        object_id, agent_id, source, project, timestamp, expiration,
+                        path, originating_object_id, originating_container_id, nesting_level,
+                        file_creation_time, file_access_time, file_modification_time
+                    ) VALUES (
+                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
+                    ) ON CONFLICT (object_id) DO UPDATE SET
+                        agent_id = EXCLUDED.agent_id,
+                        source = EXCLUDED.source,
+                        project = EXCLUDED.project,
+                        timestamp = EXCLUDED.timestamp,
+                        expiration = EXCLUDED.expiration,
+                        path = EXCLUDED.path,
+                        originating_object_id = EXCLUDED.originating_object_id,
+                        originating_container_id = EXCLUDED.originating_container_id,
+                        nesting_level = EXCLUDED.nesting_level,
+                        file_creation_time = EXCLUDED.file_creation_time,
+                        file_access_time = EXCLUDED.file_access_time,
+                        file_modification_time = EXCLUDED.file_modification_time,
+                        updated_at = CURRENT_TIMESTAMP;
+                    """
+
+                    cur.execute(
+                        query,
+                        (
+                            file.object_id,
+                            file.agent_id,
+                            file.source,
+                            file.project,
+                            file.timestamp,
+                            file.expiration,
+                            file.path,
+                            file.originating_object_id,
+                            getattr(file, "originating_container_id", None),
+                            file.nesting_level,
+                            datetime.fromisoformat(file.creation_time) if file.creation_time else None,
+                            datetime.fromisoformat(file.access_time) if file.access_time else None,
+                            datetime.fromisoformat(file.modification_time) if file.modification_time else None,
+                        ),
+                    )
+                    conn.commit()
+
+        await asyncio.to_thread(save_to_db)
+        logger.debug("Successfully saved file message to database", object_id=file.object_id, pid=os.getpid())
+
+    except Exception as e:
+        logger.exception(e, message="Error saving file message to database", object_id=file.object_id, pid=os.getpid())
+        raise
+
+
 @dapr_app.subscribe(pubsub="pubsub", topic="file")
 async def process_file(event: CloudEvent[File]):
     """Handler for incoming file events"""
-
+    global workflow_manager
     try:
         file = event.data
+
+        # Save the file message to database first for recovery purposes
+        await save_file_message(file)
+
         workflow_input = {
             "file": file.model_dump(exclude_unset=True, mode="json"),
             "execution_order": module_execution_order,
         }
 
+        # This will block if we're at max capacity, providing natural backpressure
         await workflow_manager.start_workflow(workflow_input)
 
     except Exception as e:
-        logger.exception(e, message="Error processing file event", cloud_event=event)
+        logger.exception(e, message="Error processing file event", cloud_event=event, pid=os.getpid())
 
 
-@dapr_app.subscribe(pubsub="pubsub", topic="yara")
-async def process_yara(event: CloudEvent):
-    """Handler Yara events"""
+# Removed process_yara - replaced by PostgreSQL NOTIFY listener
 
+
+@dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
+async def process_dotnet_results(event: CloudEvent):
+    """Handler for incoming .NET processing results from the dotnet_service."""
     try:
-        action = event.data["action"]
-        if action == "reload":
-            reload_yara_rules()
-        else:
-            logger.warning(f"Unsupported yara action: {action}")
+        raw_data = event.data
+        logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
+
+        # Try to parse the event data into our DotNetOutput model
+        try:
+            # If it's already a dict, use it directly
+            if isinstance(raw_data, dict):
+                dotnet_output = DotNetOutput(**raw_data)
+            # If it's a string, try to parse it as JSON
+            elif isinstance(raw_data, str):
+                import json
+
+                parsed_data = json.loads(raw_data)
+                dotnet_output = DotNetOutput(**parsed_data)
+            else:
+                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
+                return
+
+            object_id = dotnet_output.object_id
+            decompilation_object_id = dotnet_output.decompilation
+            analysis = dotnet_output.get_parsed_analysis()
+
+            logger.debug(f"Processing dotnet results for object {object_id}", pid=os.getpid())
+
+            # Get the file enriched data for creating transforms
+            file_enriched = None
+            try:
+                file_enriched = get_file_enriched(object_id)
+            except Exception as e:
+                logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
+
+            # Store the results in the database using our helper function
+            await store_dotnet_results(
+                object_id=object_id,
+                decompilation_object_id=decompilation_object_id,
+                analysis=analysis,
+                postgres_connection_string=postgres_connection_string,
+                file_enriched=file_enriched,
+            )
+
+        except Exception as parsing_error:
+            # If parsing fails, log the error and try to extract what we can
+            logger.warning(f"Error parsing DotNet output as model: {parsing_error}", pid=os.getpid())
+            logger.debug(f"Raw data: {raw_data}", pid=os.getpid())
+
+            # Try to extract object_id at minimum for logging
+            object_id = None
+            if hasattr(raw_data, "get"):
+                object_id = raw_data.get("object_id")
+            elif isinstance(raw_data, dict):
+                object_id = raw_data.get("object_id")
+
+            logger.error(f"Failed to process DotNet output for object_id: {object_id}", pid=os.getpid())
+
     except Exception as e:
-        logger.exception(e, message="Error processing Yara event", cloud_event=event)
+        logger.exception(e, message="Error processing DotNet output event", pid=os.getpid())
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
@@ -780,7 +490,7 @@ async def process_nosey_parker_results(event: CloudEvent):
     try:
         # Extract the raw data
         raw_data = event.data
-        logger.warning("Received NoseyParker output event")
+        # logger.debug(f"Received NoseyParker output event: {raw_data}", pid=os.getpid())
 
         # Try to parse the event data into our NoseyParkerOutput model
         try:
@@ -794,7 +504,7 @@ async def process_nosey_parker_results(event: CloudEvent):
                 parsed_data = json.loads(raw_data)
                 nosey_output = NoseyParkerOutput.from_dict(parsed_data)
             else:
-                logger.warning(f"Unexpected data type: {type(raw_data)}")
+                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
                 return
 
             # Now process the properly parsed output
@@ -802,7 +512,7 @@ async def process_nosey_parker_results(event: CloudEvent):
             matches = nosey_output.scan_result.matches
             stats = nosey_output.scan_result.stats
 
-            logger.debug(f"Found {len(matches)} matches for object {object_id}")
+            logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
 
             # Store the findings in the database using our helper function
             await store_noseyparker_results(
@@ -814,7 +524,7 @@ async def process_nosey_parker_results(event: CloudEvent):
 
         except Exception as parsing_error:
             # If parsing fails, fall back to direct dictionary access
-            logger.warning(f"Error parsing NoseyParker output as model: {parsing_error}")
+            logger.warning(f"Error parsing NoseyParker output as model: {parsing_error}", pid=os.getpid())
 
             if hasattr(raw_data, "get"):
                 object_id = raw_data.get("object_id")
@@ -822,7 +532,7 @@ async def process_nosey_parker_results(event: CloudEvent):
                 matches = scan_result.get("matches", [])
                 stats = scan_result.get("stats", {})
 
-                logger.debug(f"Using dict access: Found {len(matches)} matches for {object_id}")
+                logger.debug(f"Using dict access: Found {len(matches)} matches for {object_id}", pid=os.getpid())
 
                 # Store the findings using direct dict access
                 await store_noseyparker_results(
@@ -833,18 +543,40 @@ async def process_nosey_parker_results(event: CloudEvent):
                 )
 
     except Exception as e:
-        logger.exception(e, message="Error processing Nosey Parker output event")
+        logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
 
 
-@app.get("/status")
-async def get_workflow_status():
-    """Get current workflow system status."""
+@dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
+async def process_bulk_enrichment_task(event: CloudEvent):
+    """Handler for individual bulk enrichment tasks"""
+    global workflow_manager
     try:
-        status = await workflow_manager.get_status()
-        return status
+        data = event.data
+        enrichment_name = data.get("enrichment_name")
+        object_id = data.get("object_id")
+        bulk_id = data.get("bulk_id")
+
+        logger.debug(
+            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id, bulk_id=bulk_id
+        )
+
+        # Check if module exists
+        if not workflow_runtime or not workflow_runtime.modules:
+            logger.error("Workflow runtime or modules not initialized")
+            return
+
+        if enrichment_name not in workflow_runtime.modules:
+            logger.error(f"Enrichment module '{enrichment_name}' not found")
+            return
+
+        # Prepare workflow input for single enrichment
+        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id, "bulk_id": bulk_id}
+
+        # This will block if we're at max capacity, providing natural backpressure
+        await workflow_manager.start_workflow_single_enrichment(workflow_input)
+
     except Exception as e:
-        logger.exception(e, message="Error getting workflow status")
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+        logger.exception("Error processing bulk enrichment task", cloud_event=event, error=str(e))
 
 
 @app.get("/llm_enrichments")
@@ -865,7 +597,7 @@ async def list_enabled_llm_enrichments():
         return {"modules": llm_enrichments}
 
     except Exception as e:
-        logger.exception(e, message="Error listing enabled LLM enrichment modules")
+        logger.exception(e, message="Error listing enabled LLM enrichment modules", pid=os.getpid())
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
@@ -880,7 +612,7 @@ async def list_enrichments():
         return {"modules": modules}
 
     except Exception as e:
-        logger.exception(e, message="Error listing enrichment modules")
+        logger.exception(e, message="Error listing enrichment modules", pid=os.getpid())
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
@@ -964,7 +696,7 @@ async def run_enrichment(
                                         finding.origin_type,
                                         finding.origin_name,
                                         json.dumps(finding.raw_data),
-                                        json.dumps([obj.model_dump() for obj in finding.data]),
+                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
                                     ),
                                 )
 
@@ -984,82 +716,52 @@ async def run_enrichment(
         raise
     except Exception as e:
         logger.exception(
-            e, message="Error running enrichment module", enrichment_name=enrichment_name, object_id=request.object_id
+            e,
+            message="Error running enrichment module",
+            enrichment_name=enrichment_name,
+            object_id=request.object_id,
+            pid=os.getpid(),
         )
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
-@app.get("/failed")
-async def get_failed_workflows():
-    """Get information about failed, error, and timed-out workflows from database."""
-    try:
-        # Query failed workflows from database
-        def get_failed_workflows_from_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    cur.execute("""
-                        SELECT
-                            wf_id as id,
-                            object_id,
-                            status,
-                            runtime_seconds,
-                            start_time,
-                            enrichments_failure,
-                            filename
-                        FROM workflows
-                        WHERE status IN ('FAILED', 'ERROR', 'TIMEOUT', 'TERMINATED')
-                        ORDER BY start_time DESC
-                        LIMIT 100
-                    """)
-                    columns = [desc[0] for desc in cur.description]
-                    failed_workflows = []
-
-                    for row in cur.fetchall():
-                        workflow_dict = dict(zip(columns, row))
-
-                        # Convert datetime to string
-                        if "start_time" in workflow_dict:
-                            workflow_dict["timestamp"] = workflow_dict["start_time"].isoformat()
-                            del workflow_dict["start_time"]
-
-                        # Add error from failure list if available
-                        if workflow_dict.get("enrichments_failure") and len(workflow_dict["enrichments_failure"]) > 0:
-                            workflow_dict["error"] = workflow_dict["enrichments_failure"][-1]  # Most recent failure
-
-                        failed_workflows.append(workflow_dict)
-
-                    return failed_workflows
-
-        failed_workflows = await asyncio.to_thread(get_failed_workflows_from_db)
-
-        return {
-            "failed_count": len(failed_workflows),
-            "workflows": failed_workflows,
-            "timestamp": datetime.now().isoformat(),
-        }
-    except Exception as e:
-        logger.exception(e, message="Error getting failed workflow information")
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+@app.post("/enrichments/{enrichment_name}/bulk")
+async def run_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
+):
+    """Bulk enrichment is now handled by the web API using distributed processing."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment has been moved to the web API for distributed processing. Please use the main API endpoint.",
+    )
 
 
-@app.post("/reset")
-async def reset_workflow_manager():
-    """Reset the workflow manager's state."""
-    try:
-        if workflow_manager is None:
-            raise HTTPException(status_code=503, detail="Workflow manager not initialized")
+@app.get("/enrichments/{enrichment_name}/bulk/status")
+async def get_bulk_enrichment_status(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to check status for"),
+):
+    """Bulk enrichment status is now handled by the web API."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment status is now handled by the web API. Please use the main API endpoint.",
+    )
 
-        result = await workflow_manager.reset()
-        return result
-    except Exception as e:
-        logger.exception(e, message="Error resetting workflow manager")
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+
+@app.post("/enrichments/{enrichment_name}/bulk/stop")
+async def stop_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to stop"),
+):
+    """Bulk enrichment stopping is now handled by the web API."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment stopping is now handled by the web API. Please use the main API endpoint.",
+    )
+
+
+# Removed /reset route - replaced by PostgreSQL NOTIFY listener
 
 
 @app.api_route("/healthz", methods=["GET", "HEAD"])
 async def healthcheck():
     """Health check endpoint for Docker healthcheck."""
     return {"status": "healthy"}
-
-
-FastAPIInstrumentor.instrument_app(app, excluded_urls="healthz")
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/dotnet.py
new file mode 100644
index 0000000..f3a63db
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/dotnet.py
@@ -0,0 +1,278 @@
+# src/workflow/dotnet.py
+import asyncio
+import json
+import uuid
+from typing import Any
+
+import psycopg
+from common.helpers import sanitize_for_jsonb
+from common.logger import get_logger
+from common.models import (
+    DotNetAssemblyAnalysis,
+    EnrichmentResult,
+    File,
+    FileObject,
+    Finding,
+    FindingCategory,
+    FindingOrigin,
+    Transform,
+)
+from dapr.clients import DaprClient
+
+# logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
+
+
+def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
+    """
+    Creates a markdown summary of DotNet assembly analysis findings.
+
+    Args:
+        analysis (DotNetAssemblyAnalysis): The assembly analysis results
+
+    Returns:
+        str: A markdown formatted summary of the findings
+    """
+    # Generate a finding ID (using a UUID)
+    finding_id = str(uuid.uuid4())
+
+    summary = f"# .NET Assembly Analysis: {analysis.AssemblyName}\n\n"
+    summary += "### Metadata\n"
+    summary += f"* **Finding ID**: {finding_id}\n"
+    summary += f"* **Assembly Name**: {analysis.AssemblyName}\n"
+    summary += f"* **WCF Server**: {analysis.IsWCFServer}\n"
+    summary += f"* **WCF Client**: {analysis.IsWCFClient}\n\n"
+
+    # Remoting channels
+    if analysis.RemotingChannels:
+        summary += "### Remoting Channels\n"
+        for channel in analysis.RemotingChannels:
+            summary += f"* {channel}\n"
+        summary += "\n"
+
+    # Helper function to add method calls section
+    def add_method_section(title: str, method_dict: dict[str, list[Any]]):
+        if method_dict:
+            summary_content = f"### {title}\n"
+            for category, methods in method_dict.items():
+                if methods:
+                    summary_content += f"\n#### {category}\n"
+                    for method in methods:
+                        if hasattr(method, "MethodName"):
+                            summary_content += f"* **{method.MethodName}** (Level: {method.FilterLevel})\n"
+                        else:
+                            summary_content += f"* {method}\n"
+            summary_content += "\n"
+            return summary_content
+        return ""
+
+    # Add various method call sections
+    summary += add_method_section("Serialization Gadget Calls", analysis.SerializationGadgetCalls)
+    summary += add_method_section("WCF Server Calls", analysis.WcfServerCalls)
+    summary += add_method_section("Client Calls", analysis.ClientCalls)
+    summary += add_method_section("Remoting Calls", analysis.RemotingCalls)
+    summary += add_method_section("Execution Calls", analysis.ExecutionCalls)
+
+    return summary
+
+
+async def store_dotnet_results(
+    object_id: str,
+    decompilation_object_id: str = None,
+    analysis: DotNetAssemblyAnalysis = None,
+    postgres_connection_string: str = None,
+    file_enriched=None,
+):
+    """
+    Store DotNet analysis results in the database, including creating findings and transforms.
+
+    Args:
+        object_id (str): The object ID of the file that was analyzed
+        decompilation_object_id (str, optional): Object ID of the decompiled source ZIP
+        analysis (DotNetAssemblyAnalysis, optional): Assembly analysis results
+        postgres_connection_string (str, optional): Database connection string
+        file_enriched: The FileEnriched object for the original file
+    """
+    try:
+        # Update workflow success status
+        try:
+            with psycopg.connect(postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        UPDATE workflows
+                        SET enrichments_success = array_append(enrichments_success, %s)
+                        WHERE object_id = %s
+                        """,
+                        ("dotnet_service", object_id),
+                    )
+                    conn.commit()
+        except Exception as db_error:
+            logger.error(f"Failed to update dotnet_service enrichment success in database: {str(db_error)}")
+
+        # Create an enrichment result to store
+        enrichment_result = EnrichmentResult(module_name="dotnet_service")
+        enrichment_result.results = {}
+
+        # Handle decompilation results
+        if decompilation_object_id:
+            if not file_enriched:
+                logger.warning("file_enriched is None, cannot create decompilation transform")
+            else:
+                # Create decompilation transform
+                decompilation = Transform(
+                    type="decompilation",
+                    object_id=decompilation_object_id,
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.zip",
+                        "offer_as_download": True,
+                        "display_title": "Decompiled Source Code",
+                    },
+                )
+                enrichment_result.transforms = [decompilation]
+
+                # Publish the decompiled file as a new file message
+                file_message = File(
+                    object_id=decompilation_object_id,
+                    agent_id=file_enriched.agent_id,
+                    project=file_enriched.project,
+                    timestamp=file_enriched.timestamp,
+                    expiration=file_enriched.expiration,
+                    path=f"{file_enriched.path}/decompiled.zip",
+                    originating_object_id=file_enriched.object_id,
+                    nesting_level=(file_enriched.nesting_level or 0) + 1,
+                )
+
+                with DaprClient() as dapr_client:
+                    data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
+                    dapr_client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="file",
+                        data=data,
+                        data_content_type="application/json",
+                    )
+
+                logger.info(
+                    "Submitted decompiled source ZIP to Nemesis",
+                    decompiled_object_id=decompilation_object_id,
+                    originating_object_id=object_id,
+                )
+
+        # Handle analysis results
+        findings_list = []
+        if analysis:
+            # Store the analysis results
+            enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.dict())
+
+            # Check if there are any significant findings worth creating a finding for
+            has_significant_findings = (
+                analysis.IsWCFServer
+                or analysis.IsWCFClient
+                or analysis.RemotingChannels
+                or analysis.SerializationGadgetCalls
+                or analysis.WcfServerCalls
+                or analysis.ClientCalls
+                or analysis.RemotingCalls
+                or analysis.ExecutionCalls
+            )
+
+            if has_significant_findings:
+                # Generate summary for the finding
+                summary_markdown = create_dotnet_finding_summary(analysis)
+
+                # Create display data
+                display_data = FileObject(
+                    type="finding_summary",
+                    metadata={"summary": sanitize_for_jsonb(summary_markdown)},
+                )
+
+                # Create the finding
+                finding = Finding(
+                    category=FindingCategory.VULNERABILITY,
+                    finding_name="dotnet_vulns",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name="dotnet_service",
+                    object_id=object_id,
+                    severity=9,
+                    raw_data=sanitize_for_jsonb(analysis.dict()),
+                    data=[display_data],
+                )
+
+                findings_list.append(finding)
+
+        # Add findings to enrichment result
+        enrichment_result.findings = findings_list
+
+        def store_in_db():
+            with psycopg.connect(postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    # Store main enrichment result
+                    results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
+                    cur.execute(
+                        """
+                        INSERT INTO enrichments (object_id, module_name, result_data)
+                        VALUES (%s, %s, %s)
+                        """,
+                        (object_id, "dotnet_service", results_escaped),
+                    )
+
+                    # Store any transforms
+                    if enrichment_result.transforms:
+                        for transform in enrichment_result.transforms:
+                            cur.execute(
+                                """
+                                INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                                VALUES (%s, %s, %s, %s)
+                                """,
+                                (
+                                    object_id,
+                                    transform.type,
+                                    transform.object_id,
+                                    json.dumps(transform.metadata) if transform.metadata else None,
+                                ),
+                            )
+
+                    # Store any findings
+                    for finding in findings_list:
+                        # Convert each FileObject to a JSON string
+                        data_as_strings = []
+                        for obj in finding.data:
+                            # Convert the model to a dict first
+                            if hasattr(obj, "model_dump"):
+                                obj_dict = obj.model_dump()
+                            else:
+                                obj_dict = obj
+                            sanitized_obj = sanitize_for_jsonb(obj_dict)
+                            data_as_strings.append(json.dumps(sanitized_obj))
+
+                        cur.execute(
+                            """
+                            INSERT INTO findings (
+                                finding_name, category, severity, object_id,
+                                origin_type, origin_name, raw_data, data
+                            ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
+                            """,
+                            (
+                                finding.finding_name,
+                                finding.category,
+                                finding.severity,
+                                object_id,
+                                finding.origin_type,
+                                finding.origin_name,
+                                json.dumps(sanitize_for_jsonb(finding.raw_data)),
+                                json.dumps(data_as_strings),  # Store as array of JSON strings
+                            ),
+                        )
+
+                conn.commit()
+
+        # Run database operations in thread
+        await asyncio.to_thread(store_in_db)
+
+        logger.info("Successfully stored DotNet results", object_id=object_id, has_findings=len(findings_list) > 0)
+
+        return enrichment_result
+
+    except Exception as e:
+        logger.exception(e, message="Error storing DotNet results", object_id=object_id)
+        return None
diff --git a/projects/file_enrichment/file_enrichment/file_feature_extractor.py b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
index 99a66a6..5af45ef 100644
--- a/projects/file_enrichment/file_enrichment/file_feature_extractor.py
+++ b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
@@ -9,10 +9,10 @@ from collections import Counter
 from datetime import datetime
 from typing import Optional
 
-import structlog
-
-logger = structlog.get_logger(module=__name__)
+from common.logger import get_logger
 
+# logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 # unix epoch for a default
 DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
 
diff --git a/projects/file_enrichment/file_enrichment/file_linking/__init__.py b/projects/file_enrichment/file_enrichment/file_linking/__init__.py
new file mode 100644
index 0000000..669c8e2
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/__init__.py
@@ -0,0 +1,10 @@
+"""
+File linking system for Nemesis.
+
+This module provides rule-based detection and tracking of file dependencies and relationships.
+"""
+
+from .rules_engine import FileLinkingEngine
+from .database_service import FileLinkingDatabaseService
+
+__all__ = ["FileLinkingEngine", "FileLinkingDatabaseService"]
diff --git a/projects/file_enrichment/file_enrichment/file_linking/database_service.py b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
new file mode 100644
index 0000000..8f40f96
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
@@ -0,0 +1,274 @@
+"""
+Database service layer for file linking system.
+
+Handles all database operations for file_listings and file_linkings tables.
+"""
+
+from enum import Enum
+from typing import Any
+
+import psycopg
+import structlog
+
+logger = structlog.get_logger(module=__name__)
+
+
+def _normalize_file_path(path: str) -> str:
+    """Normalize file path to use forward slashes for consistent storage."""
+    return path.replace("\\", "/")
+
+
+class FileListingStatus(str, Enum):
+    NEEDS_TO_BE_COLLECTED = "needs_to_be_collected"
+    NOT_EXISTS = "not_exists"
+    COLLECTED = "collected"
+    NOT_WANTED = "not_wanted"
+
+
+class FileLinkingDatabaseService:
+    """Service for managing file listings and linkings in the database."""
+
+    def __init__(self, postgres_connection_string: str):
+        self.connection_string = postgres_connection_string
+
+    def add_file_listing(self, source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
+        """
+        Add or update entry in file_listings table.
+
+        Args:
+            source: Source identifier (e.g., agent_id/source)
+            path: File path
+            status: Current collection status
+            object_id: UUID if file is already collected
+
+        Returns:
+            bool: True if successful, False otherwise
+        """
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        INSERT INTO file_listings (source, path, object_id, status)
+                        VALUES (%s, %s, %s, %s)
+                        ON CONFLICT (source, path_lower) DO UPDATE SET
+                            object_id = EXCLUDED.object_id,
+                            status = EXCLUDED.status,
+                            updated_at = CURRENT_TIMESTAMP
+                    """
+
+                    cur.execute(query, (source, _normalize_file_path(path), object_id, status.value))
+                    conn.commit()
+
+                    logger.debug(
+                        "Added/updated file listing", source=source, path=path, status=status.value, object_id=object_id
+                    )
+                    return True
+
+        except Exception as e:
+            logger.exception("Error adding file listing", source=source, path=path, status=status.value, error=str(e))
+            return False
+
+    def add_file_linking(self, source: str, file_path_1: str, file_path_2: str, link_type: str | None = None) -> bool:
+        """
+        Add relationship between two files in file_linkings table.
+
+        Args:
+            source: Source identifier
+            file_path_1: First file path
+            file_path_2: Second file path (linked to first)
+            link_type: Type of relationship (optional)
+
+        Returns:
+            bool: True if successful, False otherwise
+        """
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
+                        VALUES (%s, %s, %s, %s)
+                        ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
+                            link_type = EXCLUDED.link_type,
+                            updated_at = CURRENT_TIMESTAMP
+                    """
+
+                    cur.execute(
+                        query, (source, _normalize_file_path(file_path_1), _normalize_file_path(file_path_2), link_type)
+                    )
+                    conn.commit()
+
+                    logger.debug(
+                        "Added file linking",
+                        source=source,
+                        file_path_1=file_path_1,
+                        file_path_2=file_path_2,
+                        link_type=link_type,
+                    )
+                    return True
+
+        except Exception as e:
+            logger.exception(
+                "Error adding file linking",
+                source=source,
+                file_path_1=file_path_1,
+                file_path_2=file_path_2,
+                error=str(e),
+            )
+            return False
+
+    def update_listing_status(
+        self, source: str, path: str, new_status: FileListingStatus, object_id: str | None = None
+    ) -> bool:
+        """
+        Update status of existing file listing.
+
+        Args:
+            source: Source identifier
+            path: File path
+            new_status: New status to set
+            object_id: UUID if file was collected
+
+        Returns:
+            bool: True if successful, False otherwise
+        """
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        UPDATE file_listings
+                        SET status = %s, object_id = %s, updated_at = CURRENT_TIMESTAMP
+                        WHERE source = %s AND path_lower = LOWER(%s)
+                    """
+
+                    cur.execute(query, (new_status.value, object_id, source, _normalize_file_path(path)))
+                    conn.commit()
+
+                    if cur.rowcount > 0:
+                        logger.debug(
+                            "Updated file listing status",
+                            source=source,
+                            path=path,
+                            new_status=new_status.value,
+                            object_id=object_id,
+                        )
+                        return True
+                    else:
+                        logger.warning("No file listing found to update", source=source, path=path)
+                        return False
+
+        except Exception as e:
+            logger.exception(
+                "Error updating file listing status",
+                source=source,
+                path=path,
+                new_status=new_status.value,
+                error=str(e),
+            )
+            return False
+
+    def get_file_listings_by_source(self, source: str) -> list[dict[str, Any]]:
+        """
+        Get all file listings for a specific source.
+
+        Args:
+            source: Source identifier
+
+        Returns:
+            List of file listing records
+        """
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        SELECT listing_id, source, path, object_id, status, created_at, updated_at
+                        FROM file_listings
+                        WHERE source = %s
+                        ORDER BY created_at DESC
+                    """
+
+                    cur.execute(query, (source,))
+                    rows = cur.fetchall()
+
+                    columns = [desc[0] for desc in cur.description]
+                    return [dict(zip(columns, row)) for row in rows]
+
+        except Exception as e:
+            logger.exception("Error getting file listings by source", source=source, error=str(e))
+            return []
+
+    def get_linked_files(self, source: str, file_path: str) -> list[dict[str, Any]]:
+        """
+        Get all files linked to a specific file path.
+
+        Args:
+            source: Source identifier
+            file_path: File path to find links for
+
+        Returns:
+            List of linked file records
+        """
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        SELECT linking_id, source, file_path_1, file_path_2, link_type, created_at
+                        FROM file_linkings
+                        WHERE source = %s AND (file_path_1 = %s OR file_path_2 = %s)
+                        ORDER BY created_at DESC
+                    """
+
+                    cur.execute(query, (source, _normalize_file_path(file_path), _normalize_file_path(file_path)))
+                    rows = cur.fetchall()
+
+                    columns = [desc[0] for desc in cur.description]
+                    return [dict(zip(columns, row)) for row in rows]
+
+        except Exception as e:
+            logger.exception("Error getting linked files", source=source, file_path=file_path, error=str(e))
+            return []
+
+    def bulk_add_linkings(self, linkings: list[dict[str, Any]]) -> int:
+        """
+        Add multiple file linkings in a single transaction.
+
+        Args:
+            linkings: List of linking dictionaries with keys:
+                     source, file_path_1, file_path_2, link_type
+
+        Returns:
+            int: Number of linkings successfully added
+        """
+        if not linkings:
+            return 0
+
+        try:
+            with psycopg.connect(self.connection_string) as conn:
+                with conn.cursor() as cur:
+                    query = """
+                        INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
+                        VALUES (%s, %s, %s, %s)
+                        ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
+                            link_type = EXCLUDED.link_type,
+                            updated_at = CURRENT_TIMESTAMP
+                    """
+
+                    values = []
+                    for linking in linkings:
+                        values.append(
+                            (
+                                linking["source"],
+                                _normalize_file_path(linking["file_path_1"]),
+                                _normalize_file_path(linking["file_path_2"]),
+                                linking.get("link_type"),
+                            )
+                        )
+
+                    cur.executemany(query, values)
+                    conn.commit()
+
+                    logger.debug("Bulk added file linkings", count=len(linkings))
+                    return len(linkings)
+
+        except Exception as e:
+            logger.exception("Error bulk adding file linkings", count=len(linkings), error=str(e))
+            return 0
diff --git a/projects/file_enrichment/file_enrichment/file_linking/helpers.py b/projects/file_enrichment/file_enrichment/file_linking/helpers.py
new file mode 100644
index 0000000..4fca14e
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/helpers.py
@@ -0,0 +1,129 @@
+"""
+Helper functions for enrichment modules to create file linkings programmatically.
+
+This module provides a simple interface for enrichment modules to register
+file relationships they discover during analysis.
+"""
+
+import structlog
+
+from .rules_engine import FileLinkingEngine
+
+logger = structlog.get_logger(module=__name__)
+
+# Global variables for file linking system
+_postgres_connection_string: str | None = None
+_file_linking_engine: FileLinkingEngine | None = None
+
+
+def initialize_file_linking(postgres_connection_string: str, engine_instance: FileLinkingEngine = None) -> None:
+    """
+    Initialize the file linking system with database connection.
+
+    Args:
+        postgres_connection_string: PostgreSQL connection string
+        engine_instance: Optional existing engine instance to reuse
+    """
+    global _postgres_connection_string, _file_linking_engine
+    _postgres_connection_string = postgres_connection_string
+    if engine_instance is not None:
+        _file_linking_engine = engine_instance
+    else:
+        _file_linking_engine = FileLinkingEngine(postgres_connection_string)
+
+
+def add_file_linkings(
+    source: str,
+    source_file_path: str,
+    linked_file_paths: list[str],
+    link_type: str,
+    collection_reason: str | None = None,
+) -> int:
+    """
+    Add file linkings programmatically from enrichment modules.
+
+    This is the main function enrichment modules should call to register
+    file relationships they discover during analysis.
+
+    Args:
+        source: Source identifier (typically agent_id)
+        source_file_path: Path of the file that triggered the linking
+        linked_file_paths: List of file paths to link
+        link_type: Type of relationship (e.g., "pe_import", "config_dependency")
+        collection_reason: Optional reason for collection
+
+    Returns:
+        int: Number of linkings created
+
+    Example:
+        # In a PE analysis module
+        from file_enrichment.file_linking.helpers import add_file_linkings
+
+        # After discovering imported DLL paths
+        linked_paths = [
+            "C:\\Windows\\System32\\kernel32.dll",
+            "C:\\Windows\\System32\\advapi32.dll"
+        ]
+
+        add_file_linkings(
+            source="agent123",
+            source_file_path="C:\\malware\\sample.exe",
+            linked_file_paths=linked_paths,
+            link_type="pe_import",
+            collection_reason="Required DLL dependencies for analysis"
+        )
+    """
+    if not _file_linking_engine:
+        logger.error("File linking not initialized - call initialize_file_linking() first")
+        return 0
+
+    if not linked_file_paths:
+        return 0
+
+    try:
+        return _file_linking_engine.add_programmatic_linking(
+            source=source,
+            source_file_path=source_file_path,
+            linked_file_paths=linked_file_paths,
+            link_type=link_type,
+            collection_reason=collection_reason,
+        )
+
+    except Exception as e:
+        logger.exception(
+            "Error adding programmatic file linkings",
+            source=source,
+            source_file_path=source_file_path,
+            linked_file_paths=linked_file_paths,
+            link_type=link_type,
+            error=str(e),
+        )
+        return 0
+
+
+def add_single_file_linking(
+    source: str, source_file_path: str, linked_file_path: str, link_type: str, collection_reason: str | None = None
+) -> bool:
+    """
+    Add a single file linking (convenience function).
+
+    Args:
+        source: Source identifier
+        source_file_path: Path of the source file
+        linked_file_path: Path of the linked file
+        link_type: Type of relationship
+        collection_reason: Optional reason for collection
+
+    Returns:
+        bool: True if successful, False otherwise
+    """
+    return (
+        add_file_linkings(
+            source=source,
+            source_file_path=source_file_path,
+            linked_file_paths=[linked_file_path],
+            link_type=link_type,
+            collection_reason=collection_reason,
+        )
+        > 0
+    )
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml
new file mode 100644
index 0000000..b37eb23
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml
@@ -0,0 +1,18 @@
+name: "chromium_cookies"
+description: "Link Chromium Cookies files to their Local State"
+category: "chromium"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/User Data/Default/Network/Cookies"
+    mime_patterns:
+      - "application/vnd.sqlite3; charset=binary"
+
+linked_files:
+  - name: "local_state"
+    description: "Chromium Local State file for key decryption"
+    path_templates:
+      - "{parent_dir}/../../Local State"
+    priority: "high"
+    collection_reason: "Contains master key for cookie decryption"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml
new file mode 100644
index 0000000..b6de6ec
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml
@@ -0,0 +1,40 @@
+name: "chromium_local_state"
+description: "Link Chromium Local State files to Login Data + Cookies"
+category: "chromium"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/User Data/Local State"
+      - "**/Opera Software/Opera Stable/Local State"
+    mime_patterns:
+      - "application/json"
+
+linked_files:
+  - name: "login_data"
+    description: "Stored login credentials"
+    path_templates:
+      - "{parent_dir}/Default/Login Data"
+    priority: "high"
+    collection_reason: "Contains encrypted login credentials"
+
+  - name: "cookies"
+    description: "Stored cookie values"
+    path_templates:
+      - "{parent_dir}/Default/Network/Cookies"
+    priority: "high"
+    collection_reason: "Contains encrypted cookie values"
+
+  - name: "system_hive"
+    description: "SYSTEM registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\SYSTEM'
+    priority: "high"
+    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
+
+  - name: "security_hive"
+    description: "SECURITY registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\SECURITY'
+    priority: "high"
+    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml
new file mode 100644
index 0000000..16bc160
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml
@@ -0,0 +1,18 @@
+name: "chromium_login_data"
+description: "Link Chromium Login Data files to their Local State"
+category: "chromium"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/User Data/Default/Login Data"
+    mime_patterns:
+      - "application/vnd.sqlite3; charset=binary"
+
+linked_files:
+  - name: "local_state"
+    description: "Chromium Local State file for key decryption"
+    path_templates:
+      - "{parent_dir}/../Local State"
+    priority: "high"
+    collection_reason: "Contains master key for cookie decryption"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml b/projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml
new file mode 100644
index 0000000..2032a89
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml
@@ -0,0 +1,19 @@
+name: "hive_security"
+description: "Link SECURITY hive to SYSTEM hive"
+category: "windows"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/Windows/System32/config/SECURITY"
+    magic_patterns:
+      - "MS Windows registry file, NT/2000 or above"
+
+linked_files:
+
+  - name: "system_hive"
+    description: "SYSTEM registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\SYSTEM'
+    priority: "high"
+    collection_reason: "Linked hive"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml b/projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml
new file mode 100644
index 0000000..12d71bd
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml
@@ -0,0 +1,18 @@
+name: "hive_system"
+description: "Link SYSTEM hive to SECURITY hive"
+category: "windows"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/Windows/System32/config/SYSTEM"
+    magic_patterns:
+      - "MS Windows registry file, NT/2000 or above"
+
+linked_files:
+  - name: "security_hive"
+    description: "SECURITY registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\security'
+    priority: "high"
+    collection_reason: "Linked hive"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules_engine.py b/projects/file_enrichment/file_enrichment/file_linking/rules_engine.py
new file mode 100644
index 0000000..7ed7a7f
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/file_linking/rules_engine.py
@@ -0,0 +1,382 @@
+"""
+File linking rules engine.
+
+Processes files to detect relationships and create linkings based on:
+1. YAML rule files
+2. Programmatic calls from enrichment modules
+"""
+
+import fnmatch
+import ntpath
+import os
+import posixpath
+from dataclasses import dataclass
+from typing import Any
+
+import structlog
+import yaml
+
+from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
+
+logger = structlog.get_logger(module=__name__)
+
+
+@dataclass
+class LinkedFile:
+    """Represents a file that should be linked/collected."""
+
+    name: str
+    description: str
+    path_templates: list[str]
+    priority: str
+    collection_reason: str
+
+
+@dataclass
+class LinkingRule:
+    """Represents a complete linking rule from YAML."""
+
+    name: str
+    description: str
+    category: str
+    enabled: bool
+    triggers: list[dict[str, Any]]
+    linked_files: list[LinkedFile]
+
+
+class FileLinkingEngine:
+    """
+    Engine for processing file linking rules and creating database entries.
+
+    Supports both YAML-based rules and programmatic calls from enrichment modules.
+    """
+
+    def __init__(self, postgres_connection_string: str, rules_dir: str | None = None):
+        self.db_service = FileLinkingDatabaseService(postgres_connection_string)
+        self.rules: list[LinkingRule] = []
+
+        if rules_dir is None:
+            rules_dir = os.path.join(os.path.dirname(__file__), "rules")
+
+        self.rules_dir = rules_dir
+        self._load_rules()
+
+    def _load_rules(self) -> None:
+        """Load all YAML rule files from the rules directory."""
+        if not os.path.exists(self.rules_dir):
+            logger.warning("Rules directory does not exist", rules_dir=self.rules_dir)
+            return
+
+        rules_loaded = 0
+
+        for root, dirs, files in os.walk(self.rules_dir):
+            for file in files:
+                if file.endswith(".yaml") or file.endswith(".yml"):
+                    rule_path = os.path.join(root, file)
+                    try:
+                        rule = self._load_rule_file(rule_path)
+                        if rule and rule.enabled:
+                            self.rules.append(rule)
+                            rules_loaded += 1
+                    except Exception as e:
+                        logger.exception("Error loading rule file", rule_path=rule_path, error=str(e))
+
+        logger.info("Loaded file linking rules", count=rules_loaded, rules_dir=self.rules_dir)
+
+    def _load_rule_file(self, rule_path: str) -> LinkingRule | None:
+        """Load a single YAML rule file."""
+        try:
+            with open(rule_path) as f:
+                data = yaml.safe_load(f)
+
+            # Convert linked_files dictionaries to LinkedFile objects
+            linked_files = []
+            for lf_data in data.get("linked_files", []):
+                linked_files.append(
+                    LinkedFile(
+                        name=lf_data["name"],
+                        description=lf_data["description"],
+                        path_templates=lf_data["path_templates"],
+                        priority=lf_data["priority"],
+                        collection_reason=lf_data["collection_reason"],
+                    )
+                )
+
+            return LinkingRule(
+                name=data["name"],
+                description=data["description"],
+                category=data["category"],
+                enabled=data.get("enabled", True),
+                triggers=data.get("triggers", []),
+                linked_files=linked_files,
+            )
+
+        except Exception as e:
+            logger.exception("Error parsing rule file", rule_path=rule_path, error=str(e))
+            return None
+
+    def _matches_trigger(self, file_enriched: dict[str, Any], trigger: dict[str, Any]) -> bool:
+        """Check if a file matches a trigger condition."""
+        file_path = file_enriched.get("path", "")
+        mime_type = file_enriched.get("mime_type", "")
+        magic_type = file_enriched.get("magic_type", "")
+
+        # Check file patterns
+        file_patterns = trigger.get("file_patterns", [])
+        logger.debug(f"file_patterns: {file_patterns}")
+        if file_patterns:
+            # Normalize path separators for cross-platform matching
+            normalized_file_path = file_path.replace("\\", "/")
+            normalized_patterns = [pattern.replace("\\", "/") for pattern in file_patterns]
+            path_match = any(fnmatch.fnmatch(normalized_file_path, pattern) for pattern in normalized_patterns)
+
+            if not path_match:
+                return False
+
+        # Check MIME types
+        mime_types = trigger.get("mime_types", [])
+        if mime_types and mime_type not in mime_types:
+            logger.debug("path_match but mime types mismatch")
+            return False
+
+        # Check magic patterns
+        magic_patterns = trigger.get("magic_patterns", [])
+        if magic_patterns:
+            magic_match = any(pattern in magic_type for pattern in magic_patterns)
+            if not magic_match:
+                logger.debug("path_match but magic string mismatch")
+                return False
+
+        return True
+
+    def _expand_path_template(self, template: str, file_enriched: dict[str, Any]) -> str:
+        """Expand a path template with file-specific values."""
+        file_path = file_enriched.get("path", "")
+
+        if not file_path:
+            return template
+
+        # Use appropriate path handling based on path style
+        if "\\" in file_path:
+            # Windows-style path - force ntpath usage
+            parent_dir = ntpath.dirname(file_path)
+            basename = ntpath.splitext(ntpath.basename(file_path))[0]
+            filename = ntpath.basename(file_path)
+            extension = ntpath.splitext(file_path)[1]
+        else:
+            # Unix-style path - use posixpath
+            parent_dir = posixpath.dirname(file_path)
+            basename = posixpath.splitext(posixpath.basename(file_path))[0]
+            filename = posixpath.basename(file_path)
+            extension = posixpath.splitext(file_path)[1]
+
+        # Debug logging
+        logger.debug(f"Path parsing - file_path: {file_path}, parent_dir: {parent_dir}")
+
+        replacements = {
+            "{parent_dir}": parent_dir,
+            "{file_dir}": parent_dir,
+            "{basename}": basename,
+            "{filename}": filename,
+            "{extension}": extension,
+        }
+
+        expanded = template
+        for placeholder, value in replacements.items():
+            expanded = expanded.replace(placeholder, value)
+
+        logger.debug(f"Template: {template}, File path: {file_path}, Expanded before normpath: {expanded}")
+
+        # Resolve relative path navigation using appropriate path library
+        if "\\" in file_path:
+            # Windows-style path - use ntpath
+            expanded = ntpath.normpath(expanded)
+        else:
+            # Unix-style path - use posixpath
+            expanded = posixpath.normpath(expanded)
+
+        # Normalize the final path to use the same separator as the original file path
+        if "\\" in file_path:
+            # Windows-style paths - convert forward slashes to backslashes
+            expanded = expanded.replace("/", "\\")
+        else:
+            # Unix-style paths - convert backslashes to forward slashes
+            expanded = expanded.replace("\\", "/")
+
+        logger.debug(f"normpath expanded: {expanded}")
+
+        return expanded
+
+    def process_file(self, file_enriched: dict[str, Any]) -> int:
+        """
+        Process a file against all loaded rules and create linkings.
+
+        Args:
+            file_enriched: File data from files_enriched table
+
+        Returns:
+            int: Number of linkings created
+        """
+        if not file_enriched.get("path"):
+            logger.debug("Skipping file with no path", object_id=file_enriched.get("object_id"))
+            return 0
+
+        linkings_created = 0
+        file_path = file_enriched["path"]
+        source = file_enriched.get("source", file_enriched.get("agent_id", "unknown"))
+
+        logger.debug(
+            f"Processing file: {file_path}, source: {source}, file_enriched keys: {list(file_enriched.keys())}"
+        )
+
+        # Mark the current file as collected (save for two commonly derived files)
+        if not file_path.endswith("/strings.txt") and not file_path.endswith("/decompiled.zip"):
+            self.db_service.add_file_listing(
+                source=source,
+                path=_normalize_file_path(file_path),
+                status=FileListingStatus.COLLECTED,
+                object_id=file_enriched.get("object_id"),
+            )
+
+        # Process each rule
+        for rule in self.rules:
+            try:
+                # Check if any trigger matches
+                for trigger in rule.triggers:
+                    if self._matches_trigger(file_enriched, trigger):
+                        logger.debug("File matches rule trigger", rule_name=rule.name, file_path=file_path)
+
+                        # Process linked files for this rule
+                        for linked_file in rule.linked_files:
+                            for template in linked_file.path_templates:
+                                linked_path = self._expand_path_template(template, file_enriched)
+
+                                # Add file listing
+                                self.db_service.add_file_listing(
+                                    source=source,
+                                    path=_normalize_file_path(linked_path),
+                                    status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
+                                )
+
+                                # Add file linking
+                                link_type = f"{rule.category}:{linked_file.name}"
+                                self.db_service.add_file_linking(
+                                    source=source,
+                                    file_path_1=_normalize_file_path(file_path),
+                                    file_path_2=_normalize_file_path(linked_path),
+                                    link_type=link_type,
+                                )
+
+                                linkings_created += 1
+
+                                logger.debug(
+                                    "Created file linking",
+                                    rule_name=rule.name,
+                                    linked_file=linked_file.name,
+                                    source_path=file_path,
+                                    linked_path=linked_path,
+                                    link_type=link_type,
+                                )
+
+                        # Only match first trigger per rule
+                        break
+
+            except Exception as e:
+                logger.exception("Error processing rule", rule_name=rule.name, file_path=file_path, error=str(e))
+
+        if linkings_created > 0:
+            logger.info("Created file linkings from rules", file_path=file_path, linkings_created=linkings_created)
+
+        return linkings_created
+
+    def add_programmatic_linking(
+        self,
+        source: str,
+        source_file_path: str,
+        linked_file_paths: list[str],
+        link_type: str,
+        collection_reason: str | None = None,
+    ) -> int:
+        """
+        Add file linkings programmatically (called by enrichment modules).
+
+        Args:
+            source: Source identifier
+            source_file_path: Path of the file that triggered the linking
+            linked_file_paths: List of file paths to link
+            link_type: Type of relationship
+            collection_reason: Reason for collection (stored in link_type if provided)
+
+        Returns:
+            int: Number of linkings created
+        """
+        linkings_created = 0
+
+        try:
+            for linked_path in linked_file_paths:
+                # Add file listing
+                self.db_service.add_file_listing(
+                    source=source,
+                    path=_normalize_file_path(linked_path),
+                    status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
+                )
+
+                # Add file linking
+                full_link_type = f"programmatic:{link_type}"
+                if collection_reason:
+                    full_link_type += f":{collection_reason}"
+
+                self.db_service.add_file_linking(
+                    source=source,
+                    file_path_1=_normalize_file_path(source_file_path),
+                    file_path_2=_normalize_file_path(linked_path),
+                    link_type=full_link_type,
+                )
+
+                linkings_created += 1
+
+                logger.debug(
+                    "Created programmatic file linking",
+                    source_path=source_file_path,
+                    linked_path=linked_path,
+                    link_type=full_link_type,
+                )
+
+        except Exception as e:
+            logger.exception(
+                "Error creating programmatic linkings",
+                source=source,
+                source_file_path=source_file_path,
+                linked_file_paths=linked_file_paths,
+                error=str(e),
+            )
+
+        if linkings_created > 0:
+            logger.info(
+                "Created programmatic file linkings",
+                source_file_path=source_file_path,
+                linkings_created=linkings_created,
+                link_type=link_type,
+            )
+
+        return linkings_created
+
+    def reload_rules(self) -> None:
+        """Reload all rules from disk."""
+        self.rules.clear()
+        self._load_rules()
+        logger.info("Reloaded file linking rules", count=len(self.rules))
+
+    def get_rules_summary(self) -> list[dict[str, Any]]:
+        """Get summary of loaded rules."""
+        return [
+            {
+                "name": rule.name,
+                "description": rule.description,
+                "category": rule.category,
+                "enabled": rule.enabled,
+                "trigger_count": len(rule.triggers),
+                "linked_files_count": len(rule.linked_files),
+            }
+            for rule in self.rules
+        ]
diff --git a/projects/file_enrichment/file_enrichment/logger.py b/projects/file_enrichment/file_enrichment/logger.py
deleted file mode 100644
index d0e3b1e..0000000
--- a/projects/file_enrichment/file_enrichment/logger.py
+++ /dev/null
@@ -1,120 +0,0 @@
-import logging
-import os
-from importlib.metadata import version
-
-import colorlog
-import structlog
-from opentelemetry import trace
-from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
-from opentelemetry.sdk.resources import Resource
-from opentelemetry.sdk.trace import TracerProvider
-from opentelemetry.sdk.trace.export import BatchSpanProcessor
-from opentelemetry.semconv.resource import ResourceAttributes
-
-
-# Create a processor to add worker ID
-def add_worker_id(logger, method_name, event_dict):
-    try:
-        import multiprocessing
-
-        event_dict["worker_id"] = multiprocessing.current_process().name
-    except (ImportError, AttributeError):
-        event_dict["worker_id"] = "unknown"
-    return event_dict
-
-
-def configure_logging():
-    log_level = os.getenv("LOG_LEVEL", "INFO").upper()
-
-    # Validate the log level
-    numeric_level = getattr(logging, log_level, None)
-    if not isinstance(numeric_level, int):
-        raise ValueError(f"Invalid log level: {log_level}")
-
-    # Set up colorlog handler
-    handler = colorlog.StreamHandler()
-
-    # Create a ProcessorFormatter for structlog that includes color formatting
-    formatter = structlog.stdlib.ProcessorFormatter(
-        processor=structlog.dev.ConsoleRenderer(colors=True),
-        foreign_pre_chain=[
-            structlog.stdlib.add_log_level,
-            structlog.stdlib.add_logger_name,
-        ],
-    )
-
-    # Set the formatter once
-    handler.setFormatter(formatter)
-
-    # Configure root logger
-    root_logger = logging.getLogger()
-    # root_logger.setLevel(logging.DEBUG)
-    root_logger.setLevel(numeric_level)
-
-    # Clear any existing handlers to prevent double logging
-    root_logger.handlers = []
-    root_logger.addHandler(handler)
-
-    # Configure specific loggers
-    logging.getLogger("plyara.core").setLevel(logging.WARN)
-    logging.getLogger("WorkflowRuntime").setLevel(logging.WARN)
-    logging.getLogger("urllib3.connectionpool").setLevel(logging.WARN)
-    logging.getLogger("asyncio").setLevel(logging.WARN)
-    logging.getLogger("opentelemetry.sdk.trace").setLevel(logging.ERROR)
-
-    DaprWorkflowContext_logger = logging.getLogger("DaprWorkflowContext")
-    DaprWorkflowContext_logger.setLevel(logging.WARN)
-    DaprWorkflowContext_logger.handlers = []
-    DaprWorkflowContext_logger.addHandler(handler)
-    DaprWorkflowContext_logger.propagate = False
-
-    # Configure structlog to use the same handler
-    structlog.configure(
-        processors=[
-            structlog.stdlib.filter_by_level,
-            # add_worker_id,
-            structlog.stdlib.add_log_level,
-            structlog.processors.format_exc_info,
-            structlog.stdlib.ProcessorFormatter.wrap_for_formatter,
-        ],
-        logger_factory=structlog.stdlib.LoggerFactory(),
-        wrapper_class=structlog.stdlib.BoundLogger,
-        cache_logger_on_first_use=False,
-    )
-
-    return handler, formatter
-
-
-def get_instance_id():
-    hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
-    pid = os.getpid()  # Uvicorn/Gunicorn worker PID
-    return f"{hostname}-{pid}"
-
-
-def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
-    """Initialize and return an OpenTelemetry tracer with the specified name."""
-
-    resource = Resource.create(
-        {
-            ResourceAttributes.SERVICE_NAME: "file-enrichment-controller",
-            ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
-            ResourceAttributes.SERVICE_VERSION: version("file_enrichment"),
-            ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
-        }
-    )
-
-    # Only setup OTLP exporter if monitoring is enabled
-    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
-        otlp_exporter = OTLPSpanExporter(
-            insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
-        )
-
-        trace_provider = TracerProvider(resource=resource)
-        span_processor = BatchSpanProcessor(otlp_exporter)
-        trace_provider.add_span_processor(span_processor)
-        trace.set_tracer_provider(trace_provider)
-    else:
-        trace_provider = TracerProvider(resource=resource)
-        trace.set_tracer_provider(trace_provider)
-
-    return trace_provider.get_tracer(tracer_name)
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index d4767f3..c78904a 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -1,16 +1,19 @@
 import asyncio
 import base64
 import json
+import re
 import time
 import uuid
+from datetime import datetime
 from typing import Any
 
 import psycopg
-import structlog
 from common.helpers import sanitize_for_jsonb
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 
-logger = structlog.get_logger(module=__name__)
+# logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def is_jwt_expired(jwt_token: str) -> tuple[bool, dict[str, Any]]:
@@ -60,6 +63,39 @@ def is_jwt_expired(jwt_token: str) -> tuple[bool, dict[str, Any]]:
         return True, payload
 
 
+def format_commit_date(commit_date_str):
+    """
+    Convert git commit date from Unix timestamp format to human-readable format.
+
+    Args:
+        commit_date_str (str): Commit date in format "timestamp timezone" (e.g., "1753487005 -0700")
+
+    Returns:
+        str: Human-readable date string, or original value if conversion fails
+    """
+    try:
+        # Parse the timestamp and timezone using regex
+        match = re.match(r"^(\d+)\s*([-+]\d{4})$", commit_date_str.strip())
+        if not match:
+            return commit_date_str
+
+        timestamp_str, tz_offset = match.groups()
+        timestamp = int(timestamp_str)
+
+        # Convert Unix timestamp to datetime object
+        dt = datetime.fromtimestamp(timestamp)
+
+        # Format as human-readable string
+        formatted_date = dt.strftime("%Y-%m-%d %H:%M:%S")
+
+        # Add timezone offset to the formatted string
+        return f"{formatted_date} {tz_offset}"
+
+    except (ValueError, OSError, OverflowError):
+        # Return original value if any conversion fails
+        return commit_date_str
+
+
 def create_finding_summary(match_info):
     """
     Creates a markdown summary of a single NoseyParker finding.
@@ -76,7 +112,24 @@ def create_finding_summary(match_info):
     summary = f"# {match_info.rule_name}\n\n"
     summary += "### Metadata\n"
     summary += f"* **Finding ID**: {finding_id}\n"
-    summary += f"* **Rule Type**: {match_info.rule_type}\n\n"
+    summary += f"* **Rule Type**: {match_info.rule_type}\n"
+
+    # Add file path if available
+    if match_info.file_path:
+        summary += f"* **File Path**: `{match_info.file_path}`\n"
+
+    # Add git commit information if available
+    if match_info.git_commit:
+        summary += f"* **Git Commit**: `{match_info.git_commit.commit_id}`\n"
+        summary += f"* **Author**: {match_info.git_commit.author} ({match_info.git_commit.author_email})\n"
+
+        # Format the commit date with fallback
+        formatted_date = format_commit_date(match_info.git_commit.commit_date)
+        summary += f"* **Commit Date**: {formatted_date}\n"
+
+        summary += f"* **Commit Message**: {match_info.git_commit.message[:100]}{'...' if len(match_info.git_commit.message) > 100 else ''}\n"
+
+    summary += "\n"
 
     summary += "### Detected Match\n\n"
     summary += f"**Location**: Line {match_info.location.line}, Column {match_info.location.column}\n\n"
@@ -124,7 +177,7 @@ async def store_noseyparker_results(
                     cur.execute(
                         """
                         UPDATE workflows
-                        SET enrichments_success = array_append(enrichments_success, %s)
+                        SET enrichments_success = array_append(enrichments_failure, %s)
                         WHERE object_id = %s
                         """,
                         ("noseyparker", object_id),
diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
new file mode 100644
index 0000000..05dc653
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -0,0 +1,50 @@
+import os
+from importlib.metadata import version
+
+from opentelemetry import trace
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.sdk.resources import Resource
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import BatchSpanProcessor
+from opentelemetry.semconv.resource import ResourceAttributes
+
+
+def get_instance_id():
+    hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
+    pid = os.getpid()  # Uvicorn/Gunicorn worker PID
+    return f"{hostname}-{pid}"
+
+
+def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
+    """Initialize and return an OpenTelemetry tracer with the specified name."""
+
+    # Check if tracer provider is already set
+    current_provider = trace.get_tracer_provider()
+    if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
+        # Tracer provider already configured, just return the tracer
+        return current_provider.get_tracer(tracer_name)
+
+    resource = Resource.create(
+        {
+            ResourceAttributes.SERVICE_NAME: "file-enrichment-controller",
+            ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
+            ResourceAttributes.SERVICE_VERSION: version("file_enrichment"),
+            ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
+        }
+    )
+
+    # Only setup OTLP exporter if monitoring is enabled
+    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
+        otlp_exporter = OTLPSpanExporter(
+            insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
+        )
+
+        trace_provider = TracerProvider(resource=resource)
+        span_processor = BatchSpanProcessor(otlp_exporter)
+        trace_provider.add_span_processor(span_processor)
+        trace.set_tracer_provider(trace_provider)
+    else:
+        trace_provider = TracerProvider(resource=resource)
+        trace.set_tracer_provider(trace_provider)
+
+    return trace_provider.get_tracer(tracer_name)
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index de54f98..31671ad 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -4,37 +4,28 @@ import json
 import ntpath
 import os
 import pathlib
-from datetime import datetime
-from typing import BinaryIO
 
 import common.helpers as helpers
 import dapr.ext.workflow as wf
 import magic
 import psycopg
-import structlog
-from common.helpers import is_container
-from common.models import Alert, EnrichmentResult, File, NoseyParkerInput
+from common.helpers import create_text_reader, get_file_extension, is_container
+from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, get_logger
+from common.models import Alert, EnrichmentResult, NoseyParkerInput
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
-from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from file_enrichment_modules.module_loader import ModuleLoader
 
-from .file_feature_extractor import FileFeatureExtractor
-from .logger import configure_logging
+from .file_linking.helpers import initialize_file_linking
+from .file_linking.rules_engine import FileLinkingEngine
 
-logger = structlog.get_logger(module=__name__)
-
-log_handler, log_formatter = configure_logging()
-workflow_runtime_log_level = os.getenv("WORKFLOW_RUNTIME_LOG_LEVEL", "WARNING")
-workflow_client_log_level = os.getenv("WORKFLOW_CLIENT_LOG_LEVEL", "WARNING")
+logger = get_logger(__name__)
 
 workflow_runtime = wf.WorkflowRuntime(
     logger_options=LoggerOptions(
-        log_level=workflow_runtime_log_level,
-        log_handler=log_handler,
-        log_formatter=log_formatter,
+        log_level=WORKFLOW_RUNTIME_LOG_LEVEL,
     )
 )
 
@@ -43,15 +34,11 @@ workflow_client: wf.DaprWorkflowClient = None
 activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
+file_linking_engine: FileLinkingEngine = None
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
 gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
-max_parallel_enrichment_modules = int(
-    os.getenv("MAX_PARALLEL_ENRICHMENT_MODULES", 5)
-)  # maximum workflows that can run at a time
-container_nesting_limit = 2
 
-logger.info(f"max_parallel_enrichment_modules: {max_parallel_enrichment_modules}")
 nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
 nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
 
@@ -68,133 +55,6 @@ with DaprClient() as client:
 ##########################################
 
 
-def create_enrichment_activity(module_name: str):
-    """Creates a unique activity function for each module"""
-    global activity_functions
-    activity_name = f"enrich_{module_name}"
-
-    @workflow_runtime.activity(name=activity_name)
-    def activity_function(ctx, input_data: dict):
-        logger.debug("Starting enrichment activity", module_name=module_name)
-        object_id = input_data["object_id"]
-        result = None
-
-        try:
-            if module_name not in workflow_runtime.modules:
-                raise KeyError(f"Module {module_name} not found in workflow_runtime.modules")
-
-            module = workflow_runtime.modules[module_name]
-
-            # check if we should process with this module
-            should_process = module.should_process(object_id)
-
-            if not should_process:
-                logger.debug("Module decided to skip processing", module_name=module_name)
-                return None
-
-            result: EnrichmentResult = module.process(object_id)
-            if result:
-                # Store enrichment result directly in database
-                with psycopg.connect(postgres_connection_string) as conn:
-                    with conn.cursor() as cur:
-                        # escape any \x0000 characters/etc. and then dump to a form we can index
-                        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-
-                        # Store enrichment
-                        cur.execute(
-                            """
-                            INSERT INTO enrichments (object_id, module_name, result_data)
-                            VALUES (%s, %s, %s)
-                        """,
-                            (object_id, module_name, results_escaped),
-                        )
-
-                        # Store any transforms
-                        if result.transforms:
-                            for transform in result.transforms:
-                                cur.execute(
-                                    """
-                                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                    VALUES (%s, %s, %s, %s)
-                                """,
-                                    (
-                                        object_id,
-                                        transform.type,
-                                        transform.object_id,
-                                        json.dumps(transform.metadata) if transform.metadata else None,
-                                    ),
-                                )
-
-                        # Store any findings
-                        if result.findings:
-                            for finding in result.findings:
-                                cur.execute(
-                                    """
-                                    INSERT INTO findings (
-                                        finding_name, category, severity, object_id,
-                                        origin_type, origin_name, raw_data, data
-                                    ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                                """,
-                                    (
-                                        finding.finding_name,
-                                        finding.category,
-                                        finding.severity,
-                                        object_id,
-                                        finding.origin_type,
-                                        finding.origin_name,
-                                        json.dumps(finding.raw_data),
-                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
-                                    ),
-                                )
-
-                        # Update workflow in database with successful module
-                        logger.debug(f"Enrichment success: {module_name}")
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET enrichments_success = array_append(enrichments_success, %s)
-                            WHERE object_id = %s
-                            """,
-                            (module_name, object_id),
-                        )
-
-                    conn.commit()
-
-                # Return minimal result to indicate success
-                return {"status": "success", "module": module_name}
-
-        except Exception as e:
-            logger.exception(
-                e,
-                message="Error in enrichment module",
-                module_name=module_name,
-                object_id=object_id,
-                result=result if result else None,
-                exc_info=True,
-            )
-
-            # Update workflow in database with failed module
-            try:
-                with psycopg.connect(postgres_connection_string) as conn:
-                    with conn.cursor() as cur:
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET enrichments_failure = array_append(enrichments_failure, %s)
-                            WHERE object_id = %s
-                            """,
-                            (f"{module_name}:{str(e)[:100]}", object_id),
-                        )
-                        conn.commit()
-            except Exception as db_error:
-                logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
-
-            raise
-
-    activity_functions[activity_name] = activity_function
-    return activity_name
-
-
 def build_dependency_graph(modules):
     """Build a dependency grap for enrichment modules and check for circular dependencies"""
     graph = {name: set() for name in modules.keys()}
@@ -242,149 +102,9 @@ def topological_sort(graph):
 ##########################################
 
 
-@workflow_runtime.activity
-def index_file_message(ctx: WorkflowActivityContext, activity_input: dict):
-    """Store the file message in PostgreSQL for later replay. Only indexes non-nested files."""
-    try:
-        file = File.model_validate(activity_input)
-
-        # we don't want to index files that were extracted from existing files that we've already processed
-        if file.nesting_level and file.nesting_level > 0:
-            logger.debug(
-                "nesting_level > 0, not indexing `file` message",
-                nesting_level=file.nesting_level,
-                object_id=file.object_id,
-            )
-            return
-
-        with psycopg.connect(postgres_connection_string) as conn:
-            with conn.cursor() as cur:
-                query = """
-                INSERT INTO files (
-                    object_id, agent_id, project, timestamp, expiration,
-                    path, originating_object_id, nesting_level,
-                    file_creation_time, file_access_time, file_modification_time
-                ) VALUES (
-                    %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
-                ) ON CONFLICT (object_id) DO UPDATE SET
-                    agent_id = EXCLUDED.agent_id,
-                    project = EXCLUDED.project,
-                    timestamp = EXCLUDED.timestamp,
-                    expiration = EXCLUDED.expiration,
-                    path = EXCLUDED.path,
-                    originating_object_id = EXCLUDED.originating_object_id,
-                    nesting_level = EXCLUDED.nesting_level,
-                    file_creation_time = EXCLUDED.file_creation_time,
-                    file_access_time = EXCLUDED.file_access_time,
-                    file_modification_time = EXCLUDED.file_modification_time,
-                    updated_at = CURRENT_TIMESTAMP;
-                """
-
-                cur.execute(
-                    query,
-                    (
-                        file.object_id,
-                        file.agent_id,
-                        file.project,
-                        file.timestamp,
-                        file.expiration,
-                        file.path,
-                        file.originating_object_id,
-                        file.nesting_level,
-                        datetime.fromisoformat(file.creation_time) if file.creation_time else None,
-                        datetime.fromisoformat(file.access_time) if file.access_time else None,
-                        datetime.fromisoformat(file.modification_time) if file.modification_time else None,
-                    ),
-                )
-                conn.commit()
-
-        logger.info("Successfully stored file data in PostgreSQL", object_id=file.object_id)
-        return {}
-
-    except Exception as e:
-        logger.exception(e, message="Error indexing file message")
-        raise
-
-
-@workflow_runtime.activity
-def store_file_enriched(ctx, file_enriched):
-    """Store the file_enriched data in PostgreSQL."""
-    try:
-        with psycopg.connect(postgres_connection_string) as conn:
-            with conn.cursor() as cur:
-                # Convert field names to match database schema
-                insert_query = """
-                    INSERT INTO files_enriched (
-                        object_id, agent_id, project, timestamp, expiration, path,
-                        file_name, extension, size, magic_type, mime_type,
-                        is_plaintext, is_container, originating_object_id,
-                        nesting_level, file_creation_time, file_access_time,
-                        file_modification_time, security_info, hashes
-                    ) VALUES (
-                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s,
-                        %s, %s, %s, %s, %s, %s
-                    )
-                    ON CONFLICT (object_id) DO UPDATE SET
-                        agent_id = EXCLUDED.agent_id,
-                        project = EXCLUDED.project,
-                        timestamp = EXCLUDED.timestamp,
-                        expiration = EXCLUDED.expiration,
-                        path = EXCLUDED.path,
-                        file_name = EXCLUDED.file_name,
-                        extension = EXCLUDED.extension,
-                        size = EXCLUDED.size,
-                        magic_type = EXCLUDED.magic_type,
-                        mime_type = EXCLUDED.mime_type,
-                        is_plaintext = EXCLUDED.is_plaintext,
-                        is_container = EXCLUDED.is_container,
-                        originating_object_id = EXCLUDED.originating_object_id,
-                        nesting_level = EXCLUDED.nesting_level,
-                        file_creation_time = EXCLUDED.file_creation_time,
-                        file_access_time = EXCLUDED.file_access_time,
-                        file_modification_time = EXCLUDED.file_modification_time,
-                        security_info = EXCLUDED.security_info,
-                        hashes = EXCLUDED.hashes,
-                        updated_at = CURRENT_TIMESTAMP
-                """
-
-                # Extract filename from path if it exists
-                file_name = os.path.basename(file_enriched.get("path", "")) if file_enriched.get("path") else None
-
-                cur.execute(
-                    insert_query,
-                    (
-                        file_enriched["object_id"],
-                        file_enriched.get("agent_id"),
-                        file_enriched.get("project"),
-                        file_enriched.get("timestamp"),
-                        file_enriched.get("expiration"),
-                        file_enriched.get("path"),
-                        file_name,
-                        file_enriched.get("extension"),
-                        file_enriched.get("size"),
-                        file_enriched.get("magic_type"),
-                        file_enriched.get("mime_type"),
-                        file_enriched.get("is_plaintext"),
-                        file_enriched.get("is_container"),
-                        file_enriched.get("originating_object_id"),
-                        file_enriched.get("nesting_level"),
-                        file_enriched.get("file_creation_time"),
-                        file_enriched.get("file_access_time"),
-                        file_enriched.get("file_modification_time"),
-                        json.dumps(file_enriched.get("security_info")) if file_enriched.get("security_info") else None,
-                        json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
-                    ),
-                )
-                conn.commit()
-                logger.info("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
-    except Exception as e:
-        logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
-        raise
-
-
 def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chunk_bytes: int = 800000):
     """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
-    logger.info(f"indexing plaintext for {object_id}")
+    logger.debug(f"indexing plaintext for {object_id}")
 
     with psycopg.connect(postgres_connection_string) as conn:
         with conn.cursor() as cur:
@@ -433,20 +153,6 @@ def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chun
 ##########################################
 
 
-def get_file_extension(filepath):
-    # Get just the final filename component of the path
-    base_name = ntpath.basename(filepath)
-
-    # Split on the last dot, but only if the dot isn't the first character
-    if base_name.startswith(".") or "." not in base_name:
-        return ""
-
-    name_parts = base_name.split(".")
-    if len(name_parts) > 1:
-        return "." + name_parts[-1]
-    return ""
-
-
 @workflow_runtime.activity
 def get_basic_analysis(ctx, activity_input):
     """Perform 'basic' analysis on a file. Run for every file."""
@@ -476,134 +182,248 @@ def get_basic_analysis(ctx, activity_input):
             "is_container": is_container(mime_type),
         }
 
-        return basic_analysis
+        file_enriched = {
+            **activity_input,
+            **basic_analysis,
+        }
 
-
-@workflow_runtime.activity
-def extract_and_store_features(ctx, activity_input):
-    """Extract features from a file and store them in PostgreSQL."""
-    try:
-        logger.info("Starting feature extraction")
-        object_id = activity_input["object_id"]
-        file_enriched = get_file_enriched(object_id)
-
-        # we only want to process things that were submitted and not things extracted/post-processed
-        #   so things that don't have an originating_object_id
-        if not file_enriched.originating_object_id:
-            # Initialize feature extractor
-            extractor = FileFeatureExtractor()
-
-            # Default timestamp for missing values (Unix epoch)
-            DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
-
-            # Use file timestamps from file_enriched, using epoch if not available
-            creation_time = file_enriched.creation_time if file_enriched.creation_time else DEFAULT_TIMESTAMP
-            modification_time = (
-                file_enriched.modification_time if file_enriched.modification_time else DEFAULT_TIMESTAMP
-            )
-            access_time = file_enriched.access_time if file_enriched.access_time else DEFAULT_TIMESTAMP
-
-            # Extract features
-            features = extractor.extract_indivdiual_features(
-                filepath=file_enriched.path,
-                size=file_enriched.size,
-                created_time=creation_time,
-                modified_time=modification_time,
-                accessed_time=access_time,
-            )
-
-            # Extract version and remove from features dict
-            features_version = features.pop("_features_version")
-
-            # Create labels dictionary
-            labels = {
-                "has_finding": False,
-                "has_credential": False,
-                "has_dotnet_vulns": False,
-                "has_pii": False,
-                "has_yara_match": False,
-                "viewed": False,
-            }
-
-            # Fetch findings from database and update labels
+        try:
             with psycopg.connect(postgres_connection_string) as conn:
                 with conn.cursor() as cur:
-                    # First get the findings
-                    cur.execute(
-                        """
-                        SELECT category, finding_name
-                        FROM findings
-                        WHERE object_id = %s
-                    """,
-                        (file_enriched.object_id,),
-                    )
-
-                    findings = cur.fetchall()
-
-                    if findings:
-                        labels["has_finding"] = True
-                        for category, finding_name in findings:
-                            if category == "credential":
-                                labels["has_credential"] = True
-                            elif category == "vulnerability" and finding_name == "dotnet_vulns":
-                                labels["has_dotnet_vulns"] = True
-                            elif category == "pii":
-                                labels["has_pii"] = True
-                            elif category == "yara_match":
-                                labels["has_yara_match"] = True
-
-                    # Parse timestamps to datetime objects if they're strings
-                    def parse_timestamp(ts):
-                        if isinstance(ts, str):
-                            return datetime.fromisoformat(ts)
-                        return ts
-
-                    # Now insert into files_enriched_dataset
-                    query = """
-                    INSERT INTO files_enriched_dataset (
-                        object_id, agent_id, project, timestamp, expiration,
-                        path, file_creation_time, file_access_time, file_modification_time,
-                        features_version, individual_features, labels
-                    ) VALUES (
-                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
-                    ) ON CONFLICT (object_id) DO UPDATE SET
-                        agent_id = EXCLUDED.agent_id,
-                        project = EXCLUDED.project,
-                        timestamp = EXCLUDED.timestamp,
-                        expiration = EXCLUDED.expiration,
-                        path = EXCLUDED.path,
-                        file_creation_time = EXCLUDED.file_creation_time,
-                        file_access_time = EXCLUDED.file_access_time,
-                        file_modification_time = EXCLUDED.file_modification_time,
-                        features_version = EXCLUDED.features_version,
-                        individual_features = EXCLUDED.individual_features,
-                        labels = EXCLUDED.labels;
+                    # Convert field names to match database schema
+                    insert_query = """
+                        INSERT INTO files_enriched (
+                            object_id, agent_id, source, project, timestamp, expiration, path,
+                            file_name, extension, size, magic_type, mime_type,
+                            is_plaintext, is_container, originating_object_id, originating_container_id,
+                            nesting_level, file_creation_time, file_access_time,
+                            file_modification_time, security_info, hashes
+                        ) VALUES (
+                            %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s,
+                            %s, %s, %s, %s, %s, %s
+                        )
+                        ON CONFLICT (object_id) DO UPDATE SET
+                            agent_id = EXCLUDED.agent_id,
+                            source = EXCLUDED.source,
+                            project = EXCLUDED.project,
+                            timestamp = EXCLUDED.timestamp,
+                            expiration = EXCLUDED.expiration,
+                            path = EXCLUDED.path,
+                            file_name = EXCLUDED.file_name,
+                            extension = EXCLUDED.extension,
+                            size = EXCLUDED.size,
+                            magic_type = EXCLUDED.magic_type,
+                            mime_type = EXCLUDED.mime_type,
+                            is_plaintext = EXCLUDED.is_plaintext,
+                            is_container = EXCLUDED.is_container,
+                            originating_object_id = EXCLUDED.originating_object_id,
+                            originating_container_id = EXCLUDED.originating_container_id,
+                            nesting_level = EXCLUDED.nesting_level,
+                            file_creation_time = EXCLUDED.file_creation_time,
+                            file_access_time = EXCLUDED.file_access_time,
+                            file_modification_time = EXCLUDED.file_modification_time,
+                            security_info = EXCLUDED.security_info,
+                            hashes = EXCLUDED.hashes,
+                            updated_at = CURRENT_TIMESTAMP
                     """
 
                     cur.execute(
-                        query,
-                        [
-                            file_enriched.object_id,
-                            file_enriched.agent_id,
-                            file_enriched.project,
-                            parse_timestamp(file_enriched.timestamp),
-                            parse_timestamp(file_enriched.expiration) if file_enriched.expiration else None,
-                            file_enriched.path,
-                            creation_time,
-                            access_time,
-                            modification_time,
-                            features_version,
-                            json.dumps(features),
-                            json.dumps(labels),
-                        ],
+                        insert_query,
+                        (
+                            file_enriched["object_id"],
+                            file_enriched.get("agent_id"),
+                            file_enriched.get("source"),
+                            file_enriched.get("project"),
+                            file_enriched.get("timestamp"),
+                            file_enriched.get("expiration"),
+                            file_enriched.get("path"),
+                            file_enriched.get("file_name"),
+                            file_enriched.get("extension"),
+                            file_enriched.get("size"),
+                            file_enriched.get("magic_type"),
+                            file_enriched.get("mime_type"),
+                            file_enriched.get("is_plaintext"),
+                            file_enriched.get("is_container"),
+                            file_enriched.get("originating_object_id"),
+                            file_enriched.get("originating_container_id"),
+                            file_enriched.get("nesting_level"),
+                            file_enriched.get("file_creation_time"),
+                            file_enriched.get("file_access_time"),
+                            file_enriched.get("file_modification_time"),
+                            json.dumps(file_enriched.get("security_info"))
+                            if file_enriched.get("security_info")
+                            else None,
+                            json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
+                        ),
                     )
                     conn.commit()
+                    logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
+        except Exception as e:
+            logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
+            raise
 
-            logger.info("Successfully stored file features in dataset", object_id=file_enriched.object_id)
+        return file_enriched
+
+
+# @workflow_runtime.activity
+# def extract_and_store_features(ctx, activity_input):
+#     """Extract features from a file and store them in PostgreSQL."""
+#     try:
+#         logger.info("Starting feature extraction")
+#         object_id = activity_input["object_id"]
+#         file_enriched = get_file_enriched(object_id)
+
+#         # we only want to process things that were submitted and not things extracted/post-processed
+#         #   so things that don't have an originating_object_id
+#         if not file_enriched.originating_object_id:
+#             # Initialize feature extractor
+#             extractor = FileFeatureExtractor()
+
+#             # Default timestamp for missing values (Unix epoch)
+#             DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
+
+#             # Use file timestamps from file_enriched, using epoch if not available
+#             creation_time = file_enriched.creation_time if file_enriched.creation_time else DEFAULT_TIMESTAMP
+#             modification_time = (
+#                 file_enriched.modification_time if file_enriched.modification_time else DEFAULT_TIMESTAMP
+#             )
+#             access_time = file_enriched.access_time if file_enriched.access_time else DEFAULT_TIMESTAMP
+
+#             # Extract features
+#             features = extractor.extract_indivdiual_features(
+#                 filepath=file_enriched.path,
+#                 size=file_enriched.size,
+#                 created_time=creation_time,
+#                 modified_time=modification_time,
+#                 accessed_time=access_time,
+#             )
+
+#             # Extract version and remove from features dict
+#             features_version = features.pop("_features_version")
+
+#             # Create labels dictionary
+#             labels = {
+#                 "has_finding": False,
+#                 "has_credential": False,
+#                 "has_dotnet_vulns": False,
+#                 "has_pii": False,
+#                 "has_yara_match": False,
+#                 "viewed": False,
+#             }
+
+#             # Fetch findings from database and update labels
+#             with psycopg.connect(postgres_connection_string) as conn:
+#                 with conn.cursor() as cur:
+#                     # First get the findings
+#                     cur.execute(
+#                         """
+#                         SELECT category, finding_name
+#                         FROM findings
+#                         WHERE object_id = %s
+#                     """,
+#                         (file_enriched.object_id,),
+#                     )
+
+#                     findings = cur.fetchall()
+
+#                     if findings:
+#                         labels["has_finding"] = True
+#                         for category, finding_name in findings:
+#                             if category == "credential":
+#                                 labels["has_credential"] = True
+#                             elif category == "vulnerability" and finding_name == "dotnet_vulns":
+#                                 labels["has_dotnet_vulns"] = True
+#                             elif category == "pii":
+#                                 labels["has_pii"] = True
+#                             elif category == "yara_match":
+#                                 labels["has_yara_match"] = True
+
+#                     # Parse timestamps to datetime objects if they're strings
+#                     def parse_timestamp(ts):
+#                         if isinstance(ts, str):
+#                             return datetime.fromisoformat(ts)
+#                         return ts
+
+#                     # Now insert into files_enriched_dataset
+#                     query = """
+#                     INSERT INTO files_enriched_dataset (
+#                         object_id, agent_id, source, project, timestamp, expiration,
+#                         path, file_creation_time, file_access_time, file_modification_time,
+#                         features_version, individual_features, labels
+#                     ) VALUES (
+#                         %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
+#                     ) ON CONFLICT (object_id) DO UPDATE SET
+#                         agent_id = EXCLUDED.agent_id,
+#                         source = EXCLUDED.source,
+#                         project = EXCLUDED.project,
+#                         timestamp = EXCLUDED.timestamp,
+#                         expiration = EXCLUDED.expiration,
+#                         path = EXCLUDED.path,
+#                         file_creation_time = EXCLUDED.file_creation_time,
+#                         file_access_time = EXCLUDED.file_access_time,
+#                         file_modification_time = EXCLUDED.file_modification_time,
+#                         features_version = EXCLUDED.features_version,
+#                         individual_features = EXCLUDED.individual_features,
+#                         labels = EXCLUDED.labels;
+#                     """
+
+#                     cur.execute(
+#                         query,
+#                         [
+#                             file_enriched.object_id,
+#                             file_enriched.agent_id,
+#                             file_enriched.source,
+#                             file_enriched.project,
+#                             parse_timestamp(file_enriched.timestamp),
+#                             parse_timestamp(file_enriched.expiration) if file_enriched.expiration else None,
+#                             file_enriched.path,
+#                             creation_time,
+#                             access_time,
+#                             modification_time,
+#                             features_version,
+#                             json.dumps(features),
+#                             json.dumps(labels),
+#                         ],
+#                     )
+#                     conn.commit()
+
+#             logger.info("Successfully stored file features in dataset", object_id=file_enriched.object_id)
+
+#     except Exception as e:
+#         logger.exception(e, message="Error extracting and storing features", activity_input=activity_input)
+#         raise
+
+
+@workflow_runtime.activity
+def check_file_linkings(ctx, activity_input):
+    """
+    Check for file linkings using the rules engine and update database tables.
+    """
+
+    object_id = activity_input["object_id"]
+    file_enriched = get_file_enriched(object_id)
+
+    try:
+        # Use the global file linking engine instance
+        global file_linking_engine
+        if file_linking_engine is None:
+            logger.warning("File linking engine not initialized, skipping file linking check")
+            return {"linkings_created": 0, "error": "engine_not_initialized"}
+
+        # Convert file_enriched model to dict for the rules engine
+        file_data = file_enriched.model_dump() if hasattr(file_enriched, "model_dump") else file_enriched.__dict__
+
+        # Process the file and create linkings
+        linkings_created = file_linking_engine.process_file(file_data)
+
+        logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
+
+        return {"linkings_created": linkings_created}
 
     except Exception as e:
-        logger.exception(e, message="Error extracting and storing features", activity_input=activity_input)
-        raise
+        logger.exception("Error in file linking check", object_id=object_id, error=str(e))
+        # Don't raise to ensure workflow can complete
+        return {"linkings_created": 0, "error": str(e)}
 
 
 @workflow_runtime.activity
@@ -725,22 +545,6 @@ def publish_enriched_file(ctx, activity_input):
         return False
 
 
-def create_text_reader(binary_file: BinaryIO) -> io.TextIOWrapper:
-    """Creates a text reader that handles BOMs and mixed content"""
-
-    bom_check = binary_file.read(4)
-    binary_file.seek(0)  # Reset to start
-
-    if bom_check.startswith(b"\xff\xfe"):
-        return io.TextIOWrapper(binary_file, encoding="utf-16le")
-    elif bom_check.startswith(b"\xfe\xff"):
-        return io.TextIOWrapper(binary_file, encoding="utf-16be")
-    elif bom_check.startswith(b"\xef\xbb\xbf"):
-        return io.TextIOWrapper(binary_file, encoding="utf-8-sig")
-    else:
-        return io.TextIOWrapper(binary_file, encoding="utf-8", errors="replace")
-
-
 # endregion
 
 ##########################################
@@ -750,129 +554,199 @@ def create_text_reader(binary_file: BinaryIO) -> io.TextIOWrapper:
 ##########################################
 
 
-@workflow_runtime.workflow
-def enrichment_module_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
-    """Child workflow that runs enrichment modules with a rolling window of parallel tasks."""
+@workflow_runtime.activity
+def run_enrichment_modules(ctx, activity_input: dict):
+    """Activity that runs all enrichment modules for a file with single file download."""
 
-    object_id = workflow_input["file"]["object_id"]
-    execution_order = workflow_input["execution_order"]
+    object_id = activity_input["object_id"]
+    execution_order = activity_input["execution_order"]
+
+    logger.info("Starting enrichment modules processing", object_id=object_id, execution_order=execution_order)
+
+    results = []
 
     try:
-        logger.info("Module execution order", execution_order=execution_order, instance_id=ctx.instance_id)
+        # Download the file once at the beginning
+        with storage.download(object_id) as temp_file:
+            logger.debug("Downloaded file for processing", object_id=object_id, temp_file=temp_file.name)
 
-        # Track all results
-        results = []
-        # Track in-flight tasks with their module names
-        in_flight_tasks = {}  # task -> module_name mapping
-
-        # execution_order = ["yara"] # for testing a single specific module
-
-        # Process modules with rolling window
-        for module_name in execution_order:
-            activity_name = f"enrich_{module_name}"
-            if activity_name not in activity_functions:
-                raise KeyError(f"Activity {activity_name} not registered")
-
-            # If we've hit max parallelism, wait for any task to complete
-            if len(in_flight_tasks) >= max_parallel_enrichment_modules:
-                # Use when_any to get the first completed task
-                completed_task = yield wf.when_any(list(in_flight_tasks.keys()))
-                completed_module = in_flight_tasks[completed_task]
+            # First pass: determine which modules should process this file
+            modules_to_process = []
+            for module_name in execution_order:
+                if module_name not in workflow_runtime.modules:
+                    logger.warning("Module not found", module_name=module_name)
+                    continue
 
+                module = workflow_runtime.modules[module_name]
                 try:
-                    result = completed_task.get_result()
-                    logger.debug("Module completed", module_name=completed_module, result=result)
-                    results.append((completed_module, result))
-                    logger.debug(f"Module COMPLETED: {completed_module}")
+                    should_process = module.should_process(object_id, temp_file.name)
+
+                    if should_process:
+                        modules_to_process.append(module_name)
+                    #     logger.debug("Module will process file", module_name=module_name)
+                    # else:
+                    #     logger.debug("Module will skip file", module_name=module_name)
                 except Exception as e:
-                    logger.exception(e, message="Error in module execution", module_name=completed_module)
-                    # Continue with other modules even if one fails
-                    results.append((completed_module, None))
-                    logger.error(f"Module ERROR: {completed_module}")
+                    logger.exception("Error in should_process", module_name=module_name, error=str(e))
 
-                # Remove completed task from in_flight
-                del in_flight_tasks[completed_task]
+            logger.info("Modules selected for processing", object_id=object_id, modules_to_process=modules_to_process)
 
-            # Start new task
-            task = ctx.call_activity(activity_functions[activity_name], input={"object_id": object_id})
-            in_flight_tasks[task] = module_name
-            logger.debug("Started task for module", module_name=module_name)
+            # Second pass: process with modules that should run
+            for module_name in modules_to_process:
+                try:
+                    module = workflow_runtime.modules[module_name]
+                    logger.debug("Starting module processing", module_name=module_name)
 
-        # Wait for remaining tasks to complete
-        while in_flight_tasks:
-            completed_task = yield wf.when_any(list(in_flight_tasks.keys()))
-            completed_module = in_flight_tasks[completed_task]
+                    result: EnrichmentResult = module.process(object_id, temp_file.name)
 
-            try:
-                result = completed_task.get_result()
-                logger.debug("Module completed", module_name=completed_module, result=result)
-                results.append((completed_module, result))
-                logger.debug(f"Module COMPLETED: {completed_module}")
-            except Exception as e:
-                logger.exception(e, message="Error in module execution", module_name=completed_module)
-                results.append((completed_module, None))
-                logger.warning(f"Module ERROR: {completed_module}")
+                    if result:
+                        # Store enrichment result directly in database (same as before)
+                        with psycopg.connect(postgres_connection_string) as conn:
+                            with conn.cursor() as cur:
+                                # Store enrichment
+                                results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+                                cur.execute(
+                                    """
+                                    INSERT INTO enrichments (object_id, module_name, result_data)
+                                    VALUES (%s, %s, %s)
+                                """,
+                                    (object_id, module_name, results_escaped),
+                                )
 
-            del in_flight_tasks[completed_task]
+                                # Store any transforms
+                                if result.transforms:
+                                    for transform in result.transforms:
+                                        cur.execute(
+                                            """
+                                            INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                                            VALUES (%s, %s, %s, %s)
+                                        """,
+                                            (
+                                                object_id,
+                                                transform.type,
+                                                transform.object_id,
+                                                json.dumps(transform.metadata) if transform.metadata else None,
+                                            ),
+                                        )
 
-        logger.info("All modules completed", total_modules=len(results), results=results)
+                                # Store any findings
+                                if result.findings:
+                                    for finding in result.findings:
+                                        cur.execute(
+                                            """
+                                            INSERT INTO findings (
+                                                finding_name, category, severity, object_id,
+                                                origin_type, origin_name, raw_data, data
+                                            ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
+                                        """,
+                                            (
+                                                finding.finding_name,
+                                                finding.category,
+                                                finding.severity,
+                                                object_id,
+                                                finding.origin_type,
+                                                finding.origin_name,
+                                                json.dumps(finding.raw_data),
+                                                json.dumps([obj.model_dump_json() for obj in finding.data]),
+                                            ),
+                                        )
 
-        return results
+                                # Update workflow in database with successful module
+                                cur.execute(
+                                    """
+                                    UPDATE workflows
+                                    SET enrichments_success = array_append(enrichments_success, %s)
+                                    WHERE object_id = %s
+                                    """,
+                                    (module_name, object_id),
+                                )
+
+                            conn.commit()
+
+                        results.append((module_name, {"status": "success", "module": module_name}))
+                        logger.debug("Module completed successfully", module_name=module_name)
+                    else:
+                        results.append((module_name, None))
+                        logger.debug("Module returned no result", module_name=module_name)
+
+                except Exception as e:
+                    logger.exception(
+                        "Error in enrichment module", module_name=module_name, object_id=object_id, error=str(e)
+                    )
+
+                    # Update workflow in database with failed module
+                    try:
+                        with psycopg.connect(postgres_connection_string) as conn:
+                            with conn.cursor() as cur:
+                                cur.execute(
+                                    """
+                                    UPDATE workflows
+                                    SET enrichments_failure = array_append(enrichments_failure, %s)
+                                    WHERE object_id = %s
+                                    """,
+                                    (f"{module_name}:{str(e)[:100]}", object_id),
+                                )
+                                conn.commit()
+                    except Exception as db_error:
+                        logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
+
+                    results.append((module_name, None))
+                    # Continue with other modules instead of raising
 
     except Exception as e:
-        logger.error(f"Error in workflow execution: {str(e)}")
+        logger.exception("Error in run_enrichment_modules", object_id=object_id, error=str(e))
         raise
 
+    logger.debug("Enrichment modules processing completed", object_id=object_id, total_modules=len(results))
+    return results
+
 
 @workflow_runtime.workflow
 def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Main workflow that orchestrates all enrichment activities."""
 
-    logger.info("Starting main enrichment workflow")
+    if not ctx.is_replaying:
+        logger.debug("Starting main enrichment workflow")
+
+    start_time = ctx.current_utc_datetime
 
     try:
         input_file = workflow_input["file"]
         object_id = input_file["object_id"]  # the only guaranteed field to exist
 
-        logger.debug("Workflow input", object_id=object_id, workflow_input=workflow_input, instance_id=ctx.instance_id)
-
-        initial_tasks = [
-            ctx.call_activity(index_file_message, input=input_file),
-            ctx.call_activity(get_basic_analysis, input=input_file),
-        ]
+        if not ctx.is_replaying:
+            logger.debug("Workflow input", object_id=object_id, workflow_input=workflow_input)
 
+        # Get basic analysis for the file
         try:
-            initial_tasks_results = yield wf.when_all(initial_tasks)
-            basic_analysis = initial_tasks_results[1]
-            logger.debug("Initial tasks complete - index_file_message, get_basic_analysis")
+            # basic_analysis = yield ctx.call_activity(get_basic_analysis, input=input_file)
+            file_enriched = yield ctx.call_activity(get_basic_analysis, input=input_file)
+            if not ctx.is_replaying:
+                logger.debug(
+                    "get_basic_analysis complete",
+                    processing_time=f"{ctx.current_utc_datetime - start_time}",
+                )
         except Exception as e:
-            logger.exception("Error in index_file_message or get_basic_analysis", error=str(e))
-            raise
-
-        # create file_enriched object
-        file_enriched = {
-            **input_file,
-            **basic_analysis,
-        }
-
-        # store the basic file analysis into the file_enriched object in Postgres
-        try:
-            yield ctx.call_activity(store_file_enriched, input=file_enriched)
-            logger.debug("Stored file_enriched in PostgreSQL")
-        except Exception:
-            logger.exception(
-                "Error in initial tasks - calling store_file_enriched_postgres", store_file_enriched=store_file_enriched
-            )
+            logger.exception("Error in get_basic_analysis", error=str(e))
             raise
 
         enrichment_tasks = [
             ctx.call_activity(handle_file_if_plaintext, input=file_enriched),
-            ctx.call_child_workflow(workflow=enrichment_module_workflow, input=workflow_input),
+            ctx.call_activity(check_file_linkings, input={"object_id": object_id}),
+            ctx.call_activity(
+                run_enrichment_modules,
+                input={"object_id": object_id, "execution_order": workflow_input["execution_order"]},
+            ),
         ]
 
         try:
             yield wf.when_all(enrichment_tasks)
-            logger.debug("Enrichment tasks complete - handle_file_if_plaintext, enrichment_module_workflow")
+
+            if not ctx.is_replaying:
+                logger.debug(
+                    "Enrichment tasks complete - handle_file_if_plaintext, enrichment_module_workflow",
+                    processing_time=f"{ctx.current_utc_datetime - start_time}",
+                )
         except Exception as e:
             logger.exception(
                 "Error in enrichment tasks - handle_file_if_plaintext or enrichment_module_workflow", error=str(e)
@@ -881,23 +755,30 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
 
         final_tasks = [
             ctx.call_activity(publish_enriched_file, input={"object_id": object_id}),
-            ctx.call_activity(extract_and_store_features, input={"object_id": object_id}),
+            # ctx.call_activity(extract_and_store_features, input={"object_id": object_id}),
             ctx.call_activity(publish_findings_alerts, input={"object_id": object_id}),
         ]
 
         try:
             yield wf.when_all(final_tasks)
-            logger.debug(
-                "Final tasks complete - publish_enriched_file, extract_and_store_features, publish_findings_alerts"
-            )
+
+            if not ctx.is_replaying:
+                logger.debug(
+                    "Final tasks complete - publish_enriched_file, publish_findings_alerts",
+                    processing_time=f"{ctx.current_utc_datetime - start_time}",
+                )
         except Exception as e:
             logger.exception(
-                "Error in final tasks - publish_enriched_file, extract_and_store_features, publish_findings_alerts",
+                "Error in final tasks - publish_enriched_file, publish_findings_alerts",
                 error=str(e),
             )
             raise
 
-        logger.info("Workflow completed successfully", object_id=object_id)
+        if not ctx.is_replaying:
+            logger.debug(
+                "Workflow completed successfully",
+                processing_time=f"{ctx.current_utc_datetime - start_time}",
+            )
         return {}
 
     except Exception:
@@ -905,6 +786,55 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
         raise
 
 
+@workflow_runtime.workflow
+def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
+    """Lightweight workflow that runs a single enrichment module for bulk operations."""
+
+    workflow_logger = logger.bind(instance_id=ctx.instance_id, workflow_is_replaying=ctx.is_replaying)
+
+    try:
+        enrichment_name = workflow_input["enrichment_name"]
+        object_id = workflow_input["object_id"]
+        bulk_id = workflow_input.get("bulk_id")  # For tracking bulk operation progress
+
+        workflow_logger.debug(
+            "Starting single enrichment workflow",
+            enrichment_name=enrichment_name,
+            object_id=object_id,
+            bulk_id=bulk_id,
+            instance_id=ctx.instance_id,
+        )
+
+        # Get the activity name for this enrichment
+        activity_name = f"enrich_{enrichment_name}"
+        if activity_name not in activity_functions:
+            raise KeyError(f"Activity {activity_name} not registered")
+
+        # Run the single enrichment activity
+        result = yield ctx.call_activity(activity_functions[activity_name], input={"object_id": object_id})
+
+        workflow_logger.debug(
+            "Single enrichment workflow completed",
+            enrichment_name=enrichment_name,
+            object_id=object_id,
+            bulk_id=bulk_id,
+            result=result,
+            instance_id=ctx.instance_id,
+        )
+
+        return result
+
+    except Exception as e:
+        workflow_logger.exception(
+            "Error in single enrichment workflow",
+            enrichment_name=enrichment_name if "enrichment_name" in locals() else "unknown",
+            object_id=object_id if "object_id" in locals() else "unknown",
+            bulk_id=bulk_id if "bulk_id" in locals() else None,
+            error=str(e),
+        )
+        raise
+
+
 # endregion
 
 ##########################################
@@ -916,7 +846,11 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
 
 async def initialize_workflow_runtime():
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client
+    global workflow_runtime, workflow_client, file_linking_engine
+
+    # Initialize file linking system with shared instance
+    file_linking_engine = FileLinkingEngine(postgres_connection_string)
+    initialize_file_linking(postgres_connection_string, file_linking_engine)
 
     # Load enrichment modules
     module_loader = ModuleLoader()
@@ -934,6 +868,9 @@ async def initialize_workflow_runtime():
     # Build dependency graph from filtered modules
     graph = build_dependency_graph(available_modules)
     execution_order = topological_sort(graph)
+
+    # execution_order = ["yara"]  # for testing a single specific module
+
     logger.info(
         "Determined module execution order",
         execution_order=execution_order,
@@ -942,10 +879,9 @@ async def initialize_workflow_runtime():
         filtered_from=len(workflow_runtime.modules),
     )
 
-    # Register each module as an activity
-    for module_name in available_modules.keys():
-        activity_name = create_enrichment_activity(module_name)
-        logger.info("Registered activity", activity_name=activity_name)
+    # Modules are now processed within the run_enrichment_modules activity
+    #   No need to register individual activities for each module
+    logger.info("Modules loaded and ready for processing", total_modules=len(available_modules))
 
     # Start workflow runtime
     workflow_runtime.start()
@@ -953,9 +889,7 @@ async def initialize_workflow_runtime():
     # Initialize workflow client
     workflow_client = wf.DaprWorkflowClient(
         logger_options=LoggerOptions(
-            log_level=workflow_client_log_level,
-            log_handler=log_handler,
-            log_formatter=log_formatter,
+            log_level=WORKFLOW_CLIENT_LOG_LEVEL,
         )
     )
 
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
new file mode 100644
index 0000000..2ccfcb8
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -0,0 +1,772 @@
+# src/workflow/workflow_manager.py
+import asyncio
+import json
+import os
+import time
+import uuid
+from datetime import datetime
+
+from common.logger import get_logger
+from dapr.clients import DaprClient
+from dapr.ext.workflow.workflow_state import WorkflowStatus
+from psycopg_pool import ConnectionPool
+
+from .tracing import get_tracer
+from .workflow import enrichment_workflow, get_workflow_client
+
+# configure_logging()
+# logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
+monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
+
+
+class WorkflowManager:
+    """WorkflowManager with Semaphore to control max concurrent workflow execution."""
+
+    def __init__(self, max_concurrent=3, max_execution_time=300):
+        """Initialize the workflow manager"""
+        self.semaphore = asyncio.Semaphore(max_concurrent)  # Controls max concurrent workflows
+        self.active_workflows = {}  # {instance_id: workflow_info}
+        self.lock = asyncio.Lock()  # For synchronizing access to active_workflows
+        self.max_execution_time = max_execution_time
+        self.max_concurrent = max_concurrent
+        self.background_tasks = set()  # Track background tasks to prevent GC
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        self.pool = ConnectionPool(postgres_connection_string, min_size=max_concurrent, max_size=(3 * max_concurrent))
+
+        # Start background cleanup task
+        cleanup_task = asyncio.create_task(self._cleanup_loop())
+        self.background_tasks.add(cleanup_task)
+        cleanup_task.add_done_callback(self.background_tasks.discard)
+
+        logger.info(
+            "WorkflowManager initialized",
+            max_concurrent=max_concurrent,
+            max_execution_time=max_execution_time,
+            pid=os.getpid(),
+        )
+
+    async def _cleanup_loop(self):
+        """Run cleanup_stale_workflows every 60 seconds"""
+        while True:
+            await asyncio.sleep(60)
+            try:
+                await self.cleanup_stale_workflows()
+            except Exception as e:
+                logger.error(f"Background cleanup error: {e}", pid=os.getpid())
+
+    def _get_status_string(self, state_obj):
+        """Convert workflow state to string"""
+        if state_obj.runtime_status == WorkflowStatus.FAILED:
+            logger.warning(
+                "Workflow failed",
+                instance_id=state_obj.instance_id,
+                error=state_obj.failure_details.message if state_obj.failure_details else "Unknown",
+                pid=os.getpid(),
+            )
+
+        return state_obj.runtime_status.name
+
+    async def publish_workflow_completion(self, instance_id, completed=True):
+        """
+        Publish workflow completion event for container tracking.
+
+        These events are consumed by the web_api so we can track the state of
+        large container processing.
+
+        TODO: any way to eliminate the database reads by using the internal state?
+
+        Args:
+            instance_id: The workflow instance ID
+            completed: True if workflow completed successfully, False if failed
+        """
+
+        try:
+
+            def get_workflow_container_info():
+                with self.pool.connection() as conn:
+                    with conn.cursor() as cur:
+                        # Get object_id from workflow
+                        cur.execute(
+                            """
+                            SELECT object_id FROM workflows WHERE wf_id = %s
+                        """,
+                            (instance_id,),
+                        )
+
+                        row = cur.fetchone()
+                        if not row or not row[0]:
+                            return None, None, 0
+
+                        object_id = row[0]
+
+                        # Get originating_container_id and file size from files table
+                        cur.execute(
+                            """
+                            SELECT fe.originating_container_id, fe.size
+                            FROM files_enriched fe
+                            WHERE fe.object_id = %s
+                        """,
+                            (object_id,),
+                        )
+
+                        file_row = cur.fetchone()
+                        if file_row:
+                            return object_id, file_row[0], file_row[1] or 0
+
+                        # Fallback to files table if not in files_enriched yet
+                        cur.execute(
+                            """
+                            SELECT f.originating_container_id, 0 as size
+                            FROM files f
+                            WHERE f.object_id = %s
+                        """,
+                            (object_id,),
+                        )
+
+                        fallback_row = cur.fetchone()
+                        if fallback_row:
+                            return object_id, fallback_row[0], fallback_row[1] or 0
+
+                        return object_id, None, 0
+
+            object_id, originating_container_id, file_size = await asyncio.to_thread(get_workflow_container_info)
+            logger.debug(
+                f"publish_workflow_completion - object_id: {object_id}, originating_container_id: {originating_container_id}, file_size: {file_size}",
+                pid=os.getpid(),
+            )
+
+            # Only publish if we have a container ID to track
+            if object_id and originating_container_id:
+                with DaprClient() as client:
+                    completion_data = {
+                        "object_id": str(object_id),
+                        "originating_container_id": str(originating_container_id),
+                        "workflow_id": instance_id,
+                        "completed": completed,
+                        "file_size": file_size,
+                        "timestamp": datetime.now().isoformat(),
+                    }
+
+                    client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="workflow-completed",
+                        data=json.dumps(completion_data),
+                        data_content_type="application/json",
+                    )
+
+                    logger.debug(
+                        "Published workflow completion event",
+                        object_id=object_id,
+                        container_id=originating_container_id,
+                        completed=completed,
+                        workflow_id=instance_id,
+                        pid=os.getpid(),
+                    )
+
+        except Exception as e:
+            logger.error(
+                "Error publishing workflow completion event", workflow_id=instance_id, error=str(e), pid=os.getpid()
+            )
+
+    async def cleanup_stale_workflows(self):
+        """Clean up workflows that were left running from previous service instances"""
+        try:
+
+            def get_stale_workflows():
+                with self.pool.connection() as conn:
+                    with conn.cursor() as cur:
+                        # Find workflows that have been running for longer than max execution time
+                        cur.execute(
+                            """
+                            SELECT wf_id, object_id,
+                                EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) as runtime_seconds
+                            FROM workflows
+                            WHERE status = 'RUNNING'
+                            AND EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) > %s
+                        """,
+                            (self.max_execution_time,),
+                        )
+                        return cur.fetchall()
+
+            stale_workflows = await asyncio.to_thread(get_stale_workflows)
+
+            if stale_workflows:
+                logger.warning(f"Found {len(stale_workflows)} stale workflows, cleaning up...", pid=os.getpid())
+
+                for wf_id, object_id, runtime_seconds in stale_workflows:
+                    logger.info(f"Cleaning up stale workflow {wf_id}, runtime: {runtime_seconds:.2f}s", pid=os.getpid())
+
+                    # Try to terminate the workflow in Dapr
+                    try:
+                        client = get_workflow_client()
+                        if client:
+                            client.terminate_workflow(wf_id)
+                    except Exception as e:
+                        logger.warning(f"Could not terminate workflow {wf_id}: {e}", pid=os.getpid())
+
+                    # Update database status
+                    await self.update_workflow_status(
+                        wf_id, "TIMEOUT", runtime_seconds, "cleaned up by cleanup_stale_workflows"
+                    )
+
+                    # Publish completion event
+                    await self.publish_workflow_completion(wf_id, completed=False)
+
+        except Exception as e:
+            logger.error(f"Error during stale workflow cleanup: {e}", pid=os.getpid())
+
+    async def update_workflow_status(self, instance_id, status, runtime_seconds=None, error_message=None):
+        """
+        Generalized function to update workflow status in database.
+
+        Args:
+            instance_id: The workflow instance ID
+            status: The status to set (COMPLETED, FAILED, ERROR, TIMEOUT, etc.)
+            runtime_seconds: Runtime in seconds (optional)
+            error_message: Error message to append to enrichments_failure (optional)
+        """
+
+        def _update_workflow_in_db():
+            with self.pool.connection() as conn:
+                with conn.cursor() as cur:
+                    if error_message:
+                        # Update with error message appended to enrichments_failure
+                        cur.execute(
+                            """
+                            UPDATE workflows
+                            SET status = %s,
+                                runtime_seconds = COALESCE(%s, runtime_seconds),
+                                enrichments_failure = array_append(enrichments_failure, %s)
+                            WHERE wf_id = %s
+                            """,
+                            (status, runtime_seconds, error_message[:100], instance_id),
+                        )
+                    else:
+                        # Update without modifying enrichments_failure
+                        cur.execute(
+                            """
+                            UPDATE workflows
+                            SET status = %s,
+                                runtime_seconds = COALESCE(%s, runtime_seconds)
+                            WHERE wf_id = %s
+                            """,
+                            (status, runtime_seconds, instance_id),
+                        )
+                    conn.commit()
+
+        try:
+            await asyncio.to_thread(_update_workflow_in_db)
+            logger.debug(
+                "Updated workflow status",
+                instance_id=instance_id,
+                status=status,
+                runtime_seconds=runtime_seconds,
+                has_error=bool(error_message),
+                pid=os.getpid(),
+            )
+        except Exception as e:
+            logger.error(
+                "Failed to update workflow status in database",
+                instance_id=instance_id,
+                status=status,
+                error=str(e),
+                pid=os.getpid(),
+            )
+
+    async def reset(self):
+        """Reset the workflow manager's state."""
+        async with self.lock:
+            # Clear active workflows
+            self.active_workflows.clear()
+
+            # Reset workflows in database
+            try:
+
+                def reset_db_workflows():
+                    with self.pool.connection() as conn:
+                        with conn.cursor() as cur:
+                            # Clear existing workflows
+                            #   TODO: should this only include running workflows?
+                            cur.execute("DELETE FROM workflows")
+                            conn.commit()
+
+                await asyncio.to_thread(reset_db_workflows)
+            except Exception as e:
+                logger.exception(e, message="Error resetting workflows in database", pid=os.getpid())
+
+            logger.warning("WorkflowManager reset", active_count=len(self.active_workflows), pid=os.getpid())
+
+            return {
+                "status": "success",
+                "message": "Workflow manager reset successfully",
+                "timestamp": datetime.now().isoformat(),
+            }
+
+    async def start_workflow(self, workflow_input):
+        """Start a workflow using semaphore for backpressure control"""
+        # Acquire semaphore - this will block if we're at max capacity
+        #   This provides natural backpressure to the Dapr pub/sub system
+        start_time = time.time()
+        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        client = get_workflow_client()
+        if client is None:
+            raise ValueError("Workflow client is None")
+
+        await self.semaphore.acquire()
+
+        try:
+            # Generate the workflow ID first so we can schedule the workflow after
+            #   initializing it in the database
+            instance_id = str(uuid.uuid4()).replace("-", "")
+
+            with tracer.start_as_current_span("start_workflow") as current_span:
+                # Add workflow ID to trace for Jaeger queries
+                current_span.set_attribute("workflow.instance_id", instance_id)
+                current_span.set_attribute("workflow.start", True)
+                current_span.set_attribute("workflow.type", "enrichment_workflow")
+
+                if "file" in workflow_input and "object_id" in workflow_input["file"]:
+                    current_span.set_attribute("workflow.object_id", workflow_input["file"]["object_id"])
+
+                # Extract metadata for tracking
+                base_filename = None
+                object_id = None
+                if "file" in workflow_input:
+                    if "path" in workflow_input["file"]:
+                        filepath = workflow_input["file"]["path"]
+                        base_filename = os.path.basename(filepath)
+                    if "object_id" in workflow_input["file"]:
+                        object_id = workflow_input["file"].get("object_id")
+
+                # Store workflow in database
+                def store_workflow():
+                    with self.pool.connection() as conn:
+                        with conn.cursor() as cur:
+                            cur.execute(
+                                """
+                                INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
+                                VALUES (%s, %s, %s, %s, %s)
+                                """,
+                                (
+                                    instance_id,
+                                    object_id,
+                                    base_filename,
+                                    "RUNNING",
+                                    datetime.fromtimestamp(start_time),
+                                ),
+                            )
+                            conn.commit()
+
+                await asyncio.to_thread(store_workflow)
+
+                # Add to active workflows tracking
+                async with self.lock:
+                    self.active_workflows[instance_id] = {
+                        "object_id": object_id,
+                        "start_time": start_time,
+                        "filename": base_filename,
+                    }
+
+                logger.info(
+                    "Scheduling workflow",
+                    instance_id=instance_id,
+                    object_id=object_id,
+                    active_count=len(self.active_workflows),
+                    pid=os.getpid(),
+                )
+
+                # Actually schedule the workflow
+                client.schedule_new_workflow(
+                    instance_id=instance_id,
+                    workflow=enrichment_workflow,
+                    input=workflow_input,
+                )
+
+                # Start a task to monitor this workflow for completion/failure/timeout
+                monitor_task = asyncio.create_task(self._monitor_workflow(instance_id, start_time))
+                self.background_tasks.add(monitor_task)
+                monitor_task.add_done_callback(self.background_tasks.discard)
+
+                return instance_id
+
+        except Exception as e:
+            # Release semaphore on error
+            self.semaphore.release()
+            logger.exception(e, message="Error starting workflow", pid=os.getpid())
+            raise
+
+    async def _monitor_workflow(self, instance_id, workflow_start_time: float):
+        """Monitor a workflow until completion or timeout"""
+        tracer = get_tracer("workflow_manager", monitoring_enabled)
+
+        with tracer.start_as_current_span("monitor_workflow") as current_span:
+            current_span.set_attribute("workflow.instance_id", instance_id)
+            current_span.set_attribute("workflow.monitor", True)
+
+            try:
+                try:
+                    # Use wait_for to implement a timeout
+                    processing_time = time.time() - workflow_start_time
+                    logger.info(
+                        "Waiting for workflow completion",
+                        processing_time=f"{processing_time:.4f}s",
+                    )
+
+                    final_status = await asyncio.wait_for(
+                        self._wait_for_completion(instance_id, workflow_start_time),
+                        timeout=self.max_execution_time,
+                    )
+
+                    processing_time = time.time() - workflow_start_time
+                    logger.info(
+                        "Updating workflow status",
+                        processing_time=f"{processing_time:.4f}s",
+                    )
+                    await self.update_workflow_status(instance_id, final_status, processing_time)
+
+                    logger.info(
+                        f"Workflow finished: {'completed successfully' if final_status == 'COMPLETED' else 'completed with failure'}",
+                        instance_id=instance_id,
+                        processing_time=f"{processing_time:.4f}s",
+                        final_status=final_status,
+                        pid=os.getpid(),
+                    )
+
+                except TimeoutError:
+                    processing_time = time.time() - workflow_start_time
+                    logger.warning(
+                        "Workflow timed out after exceeding maximum execution time",
+                        instance_id=instance_id,
+                        max_execution_time=f"{self.max_execution_time}s",
+                        actual_time=f"{processing_time:.4f}s",
+                        pid=os.getpid(),
+                    )
+
+                    try:
+                        client = get_workflow_client()
+                        if client:
+                            client.terminate_workflow(
+                                instance_id, recursive=True
+                            )  # recursive == terminate all child workflows
+                            logger.info("Workflow terminated due to timeout", instance_id=instance_id, pid=os.getpid())
+                    except Exception as e:
+                        logger.error("Failed to terminate timed-out workflow", instance_id=instance_id, error=str(e))
+
+                    # Update workflow status for timeout
+                    await self.update_workflow_status(instance_id, "TIMEOUT", processing_time, "timeout")
+
+            except Exception as e:
+                # Handle any other misc. failures
+                processing_time = time.time() - workflow_start_time
+
+                logger.exception(
+                    "Workflow monitoring failed",
+                    instance_id=instance_id,
+                    processing_time=f"{processing_time:.4f}s",
+                    error=str(e),
+                    pid=os.getpid(),
+                )
+
+                # Update workflow status for error
+                await self.update_workflow_status(instance_id, "ERROR", processing_time, str(e))
+
+            finally:
+                # Always clean up and release semaphore
+                async with self.lock:
+                    if instance_id in self.active_workflows:
+                        del self.active_workflows[instance_id]
+
+                # Release semaphore to allow next workflow
+                self.semaphore.release()
+
+    async def _wait_for_completion(self, instance_id, workflow_start_time: float):
+        """Wait for workflow to complete and return the final status"""
+
+        error_count = 0
+
+        client = get_workflow_client()
+        tracer = get_tracer("workflow_manager", monitoring_enabled)
+
+        # Add trace attributes for workflow status monitoring
+        with tracer.start_as_current_span("wait_for_completion") as current_span:
+            current_span.set_attribute("workflow.instance_id", instance_id)
+            current_span.set_attribute("workflow.wait_for_completion", True)
+
+            while True:
+                try:
+                    state = await asyncio.to_thread(client.get_workflow_state, instance_id)
+                    status = self._get_status_string(state)
+                    error_count = 0  # Reset on successful check
+
+                    if status in ["COMPLETED", "FAILED", "TERMINATED", "ERROR"]:
+                        runtime_seconds = time.time() - workflow_start_time
+                        logger.info(
+                            "Workflow finished",
+                            instance_id=instance_id,
+                            final_status=status,
+                            runtime=f"{runtime_seconds:.4f}s",
+                            pid=os.getpid(),
+                        )
+
+                        # For failed workflows, capture the error message and update status
+                        if status in ["FAILED", "TERMINATED", "ERROR"]:
+                            error_msg = ""
+                            if status == "FAILED" and state.failure_details:
+                                error_msg = state.failure_details.message
+
+                            logger.debug(
+                                "Updating FAILED workflow status",
+                                processing_time=f"{time.time() - workflow_start_time:.4f}s",
+                            )
+                            await self.update_workflow_status(
+                                instance_id, status, runtime_seconds, error_msg[:100] if error_msg else status.lower()
+                            )
+                        else:
+                            logger.debug(
+                                "Updating SUCCESSFUL workflow status",
+                                processing_time=f"{time.time() - workflow_start_time:.4f}s",
+                            )
+                            await self.update_workflow_status(instance_id, status, runtime_seconds, "")
+
+                        logger.debug(
+                            "Publishing workflow status",
+                            processing_time=f"{time.time() - workflow_start_time:.4f}s",
+                        )
+                        # Publish workflow completion event for container tracking
+                        await self.publish_workflow_completion(instance_id, status == "COMPLETED")
+
+                        logger.debug(
+                            "Done publishing workflow status",
+                            processing_time=f"{time.time() - workflow_start_time:.4f}s",
+                        )
+
+                        # Return the actual status so _monitor_workflow knows what happened
+                        return status
+
+                    logger.debug(
+                        "Waiting for workflow completion",
+                        processing_time=f"{time.time() - workflow_start_time:.4f}s",
+                    )
+                    await asyncio.sleep(0.1)
+
+                except Exception as e:
+                    # specific case when we're standing the system down, so want to mark this as still running
+                    #   [error    ] Unhandled RPC error while fetching workflow state: StatusCode.UNAVAILABLE - failed to connect to all addresses; last error: UNKNOWN: ipv4:127.0.0.1:50003: Failed to connect to remote host: connect: Connection refused (111) [DaprWorkflowClient]
+                    if "StatusCode.UNAVAILABLE" in f"{e}":
+                        return "RUNNING"
+
+                    error_count += 1
+                    logger.warning(
+                        f"Error checking workflow status: {str(e)}",
+                        instance_id=instance_id,
+                        error_count=error_count,
+                        pid=os.getpid(),
+                    )
+
+                    if error_count >= 3:  # Break after 3 consecutive errors
+                        logger.error(
+                            "Too many consecutive errors checking workflow status",
+                            instance_id=instance_id,
+                            error_count=error_count,
+                            pid=os.getpid(),
+                        )
+                        # Return ERROR status so the monitoring can handle it appropriately
+                        return "ERROR"
+
+                    await asyncio.sleep(0.3)
+
+    async def start_workflow_single_enrichment(self, workflow_input):
+        """Start a single enrichment workflow using semaphore for backpressure control"""
+        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        # Acquire semaphore - this will block if we're at max capacity
+        #   This provides natural backpressure to the Dapr pub/sub system
+        await self.semaphore.acquire()
+
+        try:
+            start_time = time.time()
+            client = get_workflow_client()
+            if client is None:
+                raise ValueError("Workflow client is None")
+
+            # Generate the workflow ID
+            instance_id = str(uuid.uuid4()).replace("-", "")
+
+            with tracer.start_as_current_span("start_single_enrichment_workflow") as span:
+                # Add workflow ID to trace for Jaeger queries
+                span.set_attribute("workflow.instance_id", instance_id)
+                span.set_attribute("workflow.start", True)
+                span.set_attribute("workflow.type", "single_enrichment_workflow")
+                span.set_attribute("workflow.enrichment_name", workflow_input.get("enrichment_name"))
+
+                if "object_id" in workflow_input:
+                    span.set_attribute("workflow.object_id", workflow_input["object_id"])
+
+                # Extract metadata for tracking
+                enrichment_name = workflow_input.get("enrichment_name")
+                object_id = workflow_input.get("object_id")
+
+                # Store workflow in database (simplified - just for monitoring)
+                def store_workflow():
+                    with self.pool.connection() as conn:
+                        with conn.cursor() as cur:
+                            cur.execute(
+                                """
+                                INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
+                                VALUES (%s, %s, %s, %s, %s)
+                                """,
+                                (
+                                    instance_id,
+                                    object_id,
+                                    f"bulk:{enrichment_name} ({object_id})",  # Use enrichment name as filename
+                                    "RUNNING",
+                                    datetime.fromtimestamp(start_time),
+                                ),
+                            )
+                            conn.commit()
+
+                await asyncio.to_thread(store_workflow)
+
+                # Add to active workflows tracking
+                async with self.lock:
+                    self.active_workflows[instance_id] = {
+                        "object_id": object_id,
+                        "start_time": start_time,
+                        "filename": f"bulk:{enrichment_name} ({object_id})",
+                        "enrichment_name": enrichment_name,
+                    }
+
+                logger.debug(
+                    "Triggering single enrichment workflow",
+                    instance_id=instance_id,
+                    enrichment_name=enrichment_name,
+                    object_id=object_id,
+                    active_count=len(self.active_workflows),
+                    pid=os.getpid(),
+                )
+
+                # Actually schedule the workflow
+                # Import here to avoid circular import
+                from .workflow import single_enrichment_workflow
+
+                client.schedule_new_workflow(
+                    instance_id=instance_id,
+                    workflow=single_enrichment_workflow,
+                    input=workflow_input,
+                )
+
+                # Start a task to monitor this workflow for completion/failure/timeout
+                monitor_task = asyncio.create_task(self._monitor_single_enrichment_workflow(instance_id, start_time))
+                self.background_tasks.add(monitor_task)
+                monitor_task.add_done_callback(self.background_tasks.discard)
+
+                return instance_id
+
+        except Exception as e:
+            # Release semaphore on error
+            self.semaphore.release()
+            logger.exception(e, message="Error starting single enrichment workflow", pid=os.getpid())
+            raise
+
+    async def _monitor_single_enrichment_workflow(self, instance_id, workflow_start_time):
+        """Monitor a single enrichment workflow until completion or timeout"""
+
+        tracer = get_tracer("workflow_manager", monitoring_enabled)
+
+        with tracer.start_as_current_span("monitor_single_enrichment_workflow") as current_span:
+            current_span.set_attribute("workflow.instance_id", instance_id)
+            current_span.set_attribute("workflow.monitor", True)
+
+            try:
+                try:
+                    # Use wait_for to implement a timeout
+                    final_status = await asyncio.wait_for(
+                        self._wait_for_completion(instance_id, workflow_start_time),
+                        timeout=self.max_execution_time,
+                    )
+
+                    processing_time = time.time() - workflow_start_time
+
+                    await self.update_workflow_status(instance_id, final_status, processing_time)
+
+                    logger.info(
+                        "Single enrichment workflow completed",
+                        instance_id=instance_id,
+                        processing_time=f"{processing_time:.4f}s",
+                        final_status=final_status,
+                        pid=os.getpid(),
+                    )
+
+                except TimeoutError:
+                    processing_time = time.time() - workflow_start_time
+
+                    logger.warning(
+                        "Single enrichment workflow timed out after exceeding maximum execution time",
+                        instance_id=instance_id,
+                        max_execution_time=f"{self.max_execution_time}s",
+                        actual_time=f"{processing_time:.4f}s",
+                        pid=os.getpid(),
+                    )
+
+                    try:
+                        client = get_workflow_client()
+                        if client:
+                            client.terminate_workflow(instance_id, recursive=True)
+                            logger.info(
+                                "Single enrichment workflow terminated due to timeout",
+                                instance_id=instance_id,
+                                pid=os.getpid(),
+                            )
+                    except Exception as e:
+                        logger.error(
+                            "Failed to terminate timed-out single enrichment workflow",
+                            instance_id=instance_id,
+                            error=str(e),
+                        )
+
+                    # Update workflow status for timeout
+                    await self.update_workflow_status(instance_id, "TIMEOUT", processing_time, "timeout")
+
+            except Exception as e:
+                # Handle any other misc. failures
+                processing_time = time.time() - workflow_start_time
+
+                logger.exception(
+                    "Single enrichment workflow monitoring failed",
+                    instance_id=instance_id,
+                    processing_time=f"{processing_time:.4f}s",
+                    error=str(e),
+                    pid=os.getpid(),
+                )
+
+                # Update workflow status for error
+                await self.update_workflow_status(instance_id, "ERROR", processing_time, str(e))
+
+            finally:
+                # Always clean up and release semaphore
+                async with self.lock:
+                    if instance_id in self.active_workflows:
+                        del self.active_workflows[instance_id]
+
+                # Release semaphore to allow next workflow
+                self.semaphore.release()
+
+    async def cleanup(self):
+        """Clean up background tasks during shutdown"""
+        logger.info("Cleaning up WorkflowManager background tasks")
+
+        # Cancel all background tasks
+        for task in self.background_tasks:
+            if not task.done():
+                task.cancel()
+
+        # Wait for all tasks to complete/cancel
+        if self.background_tasks:
+            await asyncio.gather(*self.background_tasks, return_exceptions=True)
+
+        self.background_tasks.clear()
+        logger.info("WorkflowManager cleanup completed")
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index 5e89a86..e479b55 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -1278,6 +1278,25 @@ files = [
     {file = "charset_normalizer-3.4.2.tar.gz", hash = "sha256:5baececa9ecba31eff645232d59845c07aa030f0c81ee70184a90d35099a0e63"},
 ]
 
+[[package]]
+name = "chromium"
+version = "0.1.0"
+description = ""
+optional = false
+python-versions = ">=3.12"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+dapr = ">=1.0.0,<2.0.0"
+psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+structlog = ">=20.0.0,<30.0.0"
+
+[package.source]
+type = "directory"
+url = "../../libs/chromium"
+
 [[package]]
 name = "click"
 version = "8.2.1"
@@ -3534,6 +3553,7 @@ files = [
 ]
 
 [package.dependencies]
+psycopg-binary = {version = "3.2.9", optional = true, markers = "implementation_name != \"pypy\" and extra == \"binary\""}
 psycopg-pool = {version = "*", optional = true, markers = "extra == \"pool\""}
 typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
@@ -3546,6 +3566,82 @@ docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)"
 pool = ["psycopg-pool"]
 test = ["anyio (>=4.0)", "mypy (>=1.14)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
 
+[[package]]
+name = "psycopg-binary"
+version = "3.2.9"
+description = "PostgreSQL database adapter for Python -- C optimisation distribution"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "implementation_name != \"pypy\""
+files = [
+    {file = "psycopg_binary-3.2.9-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:528239bbf55728ba0eacbd20632342867590273a9bacedac7538ebff890f1093"},
+    {file = "psycopg_binary-3.2.9-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e4978c01ca4c208c9d6376bd585e2c0771986b76ff7ea518f6d2b51faece75e8"},
+    {file = "psycopg_binary-3.2.9-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1ed2bab85b505d13e66a914d0f8cdfa9475c16d3491cf81394e0748b77729af2"},
+    {file = "psycopg_binary-3.2.9-cp310-cp310-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:799fa1179ab8a58d1557a95df28b492874c8f4135101b55133ec9c55fc9ae9d7"},
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+    {file = "psycopg_binary-3.2.9-cp39-cp39-win_amd64.whl", hash = "sha256:24ddb03c1ccfe12d000d950c9aba93a7297993c4e3905d9f2c9795bb0764d523"},
+]
+
 [[package]]
 name = "psycopg-pool"
 version = "3.2.6"
@@ -5482,4 +5578,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "3ebf19a118a8cfdf86f87b676e064b22892c92f010cb3ff36a9e2df706c0bda6"
+content-hash = "4036266b23dc4e8b4bcc3cce59acf3b94e4cafb7ff04a9d43abfe3e938a021a8"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 147afe8..c81b474 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -23,6 +23,7 @@ yara-x = "^1.1.0"
 pypdf = "^5.4.0"
 plyara = "^2.2.7"
 common = { path = "../../libs/common", develop = true }
+chromium = { path = "../../libs/chromium", develop = true }
 file_enrichment_modules = { path = "../../libs/file_enrichment_modules", develop = true }
 structlog = "^25.1.0"
 colorlog = "^6.9.0"
@@ -35,7 +36,6 @@ opentelemetry-exporter-zipkin-json = "^1.30.0"
 opentelemetry-exporter-otlp-proto-grpc = "^1.30.0"
 rigging = "^2.2.4"
 pyarrow = "^19.0.1"
-impacket = "^0.12.0"
 msoffcrypto-tool = "^5.4.2"
 oletools = "^0.60.2"
 pypykatz = "^0.6.11"
@@ -47,72 +47,3 @@ ruff = "^0.9.2"
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
-
-[tool.ruff]
-select = [
-    "E",      # pycodestyle errors
-    "W",      # pycodestyle warnings
-    "F",      # pyflakes
-    "I",      # isort
-    "C",      # flake8-comprehensions
-    "B",      # flake8-bugbear
-    "UP",     # pyupgrade
-    "NPY",    # numpydoc
-    "A",      # flake8-annotations
-    "TCH001", # Move application-only imports into TYPE_CHECKING block
-    "TCH002", # Move third-party imports into TYPE_CHECKING block
-    "TCH003", # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
diff --git a/projects/frontend/Dockerfile b/projects/frontend/Dockerfile
index 148d392..2be5553 100644
--- a/projects/frontend/Dockerfile
+++ b/projects/frontend/Dockerfile
@@ -11,6 +11,8 @@ COPY package.json ./
 RUN npm install
 COPY . .
 
+# Note: version.json will be mounted as a volume in dev or copied during CI build
+
 ########################
 # Development
 ########################
diff --git a/projects/frontend/index.html b/projects/frontend/index.html
index e1b375a..436a017 100644
--- a/projects/frontend/index.html
+++ b/projects/frontend/index.html
@@ -8,11 +8,7 @@
   </head>
   <body>
     <div id="root"></div>
-    <script>
-      window.ENV = {
-        HASURA_ADMIN_SECRET: '$HASURA_ADMIN_SECRET'
-      }
-    </script>
+    <script src="/env.js"></script>
     <script type="module" src="/src/index.jsx"></script>
   </body>
 </html>
\ No newline at end of file
diff --git a/projects/frontend/src/App.jsx b/projects/frontend/src/App.jsx
index 9cac623..d6f72f7 100644
--- a/projects/frontend/src/App.jsx
+++ b/projects/frontend/src/App.jsx
@@ -1,16 +1,20 @@
 // src/App.jsx
 import { createClient } from 'graphql-ws';
 import {
+  Bot,
   ChevronLeft,
   ChevronRight,
+  FileArchive,
   FileSearch,
   FileText,
+  FolderTree,
   HelpCircle,
   LayoutDashboard,
   Search,
   Settings,
   Siren,
-  Upload
+  Upload,
+  Globe
 } from 'lucide-react';
 import React, { useEffect, useState } from 'react';
 import { Route, BrowserRouter as Router, Routes, useLocation, useNavigate } from 'react-router-dom';
@@ -33,6 +37,10 @@ import DocumentSearch from './components/Search/DocumentSearch';
 import SettingsPage from './components/Settings/SettingsPage';
 import ThemeToggle from './components/ThemeToggle';
 import YaraRulesManager from './components/Yara/YaraManager';
+import Containers from './components/Containers/Containers';
+import AgentsPage from './components/Agents/AgentsPage';
+import FileBrowser from './components/FileBrowser/FileBrowser';
+import Chromium from './components/Chromium/Chromium';
 
 // Assets
 import logoDark from './img/nemesis_logo_dark.png';
@@ -44,6 +52,7 @@ const Sidebar = ({ onCollapse }) => {
     return savedState ? JSON.parse(savedState) : false;
   });
   const [findingsCount, setFindingsCount] = useState(0);
+  const [litellmAvailable, setLitellmAvailable] = useState(false);
 
   const navigate = useNavigate();
   const location = useLocation();
@@ -53,6 +62,22 @@ const Sidebar = ({ onCollapse }) => {
   }, [isCollapsed]);
 
   useEffect(() => {
+    // Check LiteLLM availability
+    const checkLitellmAvailability = async () => {
+      try {
+        const response = await fetch('/api/system/available-services');
+        if (response.ok) {
+          const data = await response.json();
+          const availableServices = data.services || [];
+          setLitellmAvailable(availableServices.includes('/llm'));
+        }
+      } catch (err) {
+        console.error('Error checking LiteLLM availability:', err);
+      }
+    };
+
+    checkLitellmAvailability();
+
     // Initial count fetch
     const fetchFindingsCount = async () => {
       const query = {
@@ -152,15 +177,23 @@ const Sidebar = ({ onCollapse }) => {
     onCollapse?.(newState);
   };
 
-  const navigationItems = [
+  const baseNavigationItems = [
     { id: 'dashboard', label: 'Dashboard', icon: LayoutDashboard, path: '/' },
-    { id: 'files', label: 'Files', icon: FileText, path: '/files' },
     { id: 'upload', label: 'File Upload', icon: Upload, path: '/upload' },
-    { id: 'findings', label: `Findings - ${findingsCount} Untriaged`, icon: Siren, path: '/findings?triage_state=untriaged', count: findingsCount },
+    { id: 'files', label: 'Files', icon: FileText, path: '/files' },
+    { id: 'file-browser', label: 'File Browser', icon: FolderTree, path: '/file-browser' },
+    { id: 'chromium', label: 'Chromium', icon: Globe, path: '/chromium' },
+    { id: 'findings', label: `Findings - ${findingsCount} Untriaged`, icon: Siren, path: '/findings', count: findingsCount },
     { id: 'search', label: 'Document Search', icon: Search, path: '/search' },
-    { id: 'yara', label: 'Yara Rules', icon: FileSearch, path: '/yara-rules' }
+    { id: 'yara', label: 'Yara Rules', icon: FileSearch, path: '/yara-rules' },
+    { id: 'containers', label: 'Containers', icon: FileArchive, path: '/containers' }
   ];
 
+  // Add Agents tab if LiteLLM is available
+  const navigationItems = litellmAvailable
+    ? [...baseNavigationItems, { id: 'agents', label: 'Agents', icon: Bot, path: '/agents' }]
+    : baseNavigationItems;
+
   const utilityItems = [
     { id: 'settings', label: 'Settings', icon: Settings, path: '/settings' },
     { id: 'help', label: 'Help', icon: HelpCircle, path: '/help' }
@@ -320,10 +353,14 @@ const App = () => {
                       <Route path="/" element={<StatsOverview />} />
                       <Route path="/files" element={<FileList />} />
                       <Route path="/files/:objectId" element={<FileViewer />} />
+                      <Route path="/file-browser" element={<FileBrowser />} />
                       <Route path="/upload" element={<FileUpload />} />
                       <Route path="/search" element={<DocumentSearch />} />
                       <Route path="/findings" element={<FindingsListContainer />} />
+                      <Route path="/chromium" element={<Chromium />} />
                       <Route path="/yara-rules" element={<YaraRulesManager />} />
+                      <Route path="/containers" element={<Containers />} />
+                      <Route path="/agents" element={<AgentsPage />} />
                       <Route path="/settings" element={<SettingsPage />} />
                       <Route path="/help" element={<HelpPage />} />
                     </Routes>
diff --git a/projects/frontend/src/components/Agents/AgentsPage.jsx b/projects/frontend/src/components/Agents/AgentsPage.jsx
new file mode 100644
index 0000000..41c69ab
--- /dev/null
+++ b/projects/frontend/src/components/Agents/AgentsPage.jsx
@@ -0,0 +1,458 @@
+import React, { useState, useEffect } from 'react';
+import { Bot, Edit3, Save, X, AlertCircle, Clock } from 'lucide-react';
+
+// Status badge component
+const StatusBadge = ({ enabled, hasPrompt }) => {
+  if (!enabled) {
+    return (
+      <span className="inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-gray-100 text-gray-800 dark:bg-gray-900 dark:text-gray-200">
+        <X className="w-3 h-3 mr-1" />
+        Disabled
+      </span>
+    );
+  }
+
+  const isRuleBased = !hasPrompt;
+  const badgeClasses = isRuleBased
+    ? "inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-purple-100 text-purple-800 dark:bg-purple-900 dark:text-purple-200"
+    : "inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium bg-green-100 text-green-800 dark:bg-green-900 dark:text-green-200";
+
+  return (
+    <span className={badgeClasses}>
+      <Bot className="w-3 h-3 mr-1" />
+      {hasPrompt ? 'LLM-based' : 'Rule-based'}
+    </span>
+  );
+};
+
+// Agent card component
+const AgentCard = ({ agent, onEditClick, isEditing, editedPrompt, onPromptChange, onSaveClick, onCancelClick, saving }) => {
+  return (
+    <div className="bg-white dark:bg-gray-800 rounded-lg shadow-md border border-gray-200 dark:border-gray-700 p-4">
+      {/* Header */}
+      <div className="mb-3">
+        <div className="flex items-center space-x-2 mb-2">
+          <Bot className="h-5 w-5 text-blue-500 flex-shrink-0" />
+          <div className="min-w-0 flex-1">
+            <h3 className="text-sm font-medium text-gray-900 dark:text-gray-100 truncate capitalize" title={agent.name}>
+              {agent.name}
+            </h3>
+            <p className="text-xs text-gray-500 dark:text-gray-400">
+              {agent.type ? agent.type.replace('_', ' ') : 'Agent'}
+            </p>
+          </div>
+        </div>
+        <div className="flex justify-between items-center">
+          <StatusBadge enabled={agent.enabled} hasPrompt={agent.has_prompt} />
+          {agent.has_prompt && (
+            <button
+              onClick={() => onEditClick(agent)}
+              disabled={isEditing || saving}
+              className="flex items-center gap-1 px-2 py-1 text-xs bg-blue-600 text-white hover:bg-blue-700 disabled:bg-gray-400 rounded transition-colors"
+            >
+              <Edit3 className="w-3 h-3" />
+              Edit
+            </button>
+          )}
+        </div>
+      </div>
+
+      {/* Description */}
+      <div className="mb-4">
+        <p className="text-sm text-gray-700 dark:text-gray-300">
+          {agent.description}
+        </p>
+      </div>
+
+      {/* Edit Section */}
+      {isEditing && (
+        <div className="space-y-3 border-t border-gray-200 dark:border-gray-700 pt-4">
+          <div>
+            <label className="block text-xs font-medium text-gray-700 dark:text-gray-300 mb-1">
+              System Prompt
+            </label>
+            <textarea
+              value={editedPrompt}
+              onChange={(e) => onPromptChange(e.target.value)}
+              className="w-full h-48 p-2 text-sm border border-gray-300 dark:border-gray-600 rounded resize-none focus:ring-2 focus:ring-blue-500 focus:border-transparent bg-white dark:bg-gray-700 text-gray-900 dark:text-white"
+              placeholder="Enter the system prompt for this agent..."
+            />
+          </div>
+          <div className="flex gap-2 justify-end">
+            <button
+              onClick={onCancelClick}
+              disabled={saving}
+              className="flex items-center gap-1 px-3 py-1 text-xs border border-gray-300 dark:border-gray-600 text-gray-700 dark:text-gray-300 hover:bg-gray-50 dark:hover:bg-gray-600 disabled:opacity-50 rounded transition-colors"
+            >
+              <X className="w-3 h-3" />
+              Cancel
+            </button>
+            <button
+              onClick={onSaveClick}
+              disabled={saving || !editedPrompt.trim()}
+              className="flex items-center gap-1 px-3 py-1 text-xs bg-green-600 text-white hover:bg-green-700 disabled:bg-gray-400 rounded transition-colors"
+            >
+              {saving ? (
+                <div className="w-3 h-3 border border-white border-t-transparent rounded-full animate-spin" />
+              ) : (
+                <Save className="w-3 h-3" />
+              )}
+              {saving ? 'Saving...' : 'Save'}
+            </button>
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
+
+const AgentsPage = () => {
+  const [agents, setAgents] = useState([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [editingAgent, setEditingAgent] = useState(null);
+  const [editedPrompt, setEditedPrompt] = useState('');
+  const [saving, setSaving] = useState(false);
+  const [lastUpdated, setLastUpdated] = useState(null);
+  const [spendData, setSpendData] = useState(null);
+  const [spendLoading, setSpendLoading] = useState(true);
+
+  useEffect(() => {
+    fetchAgents();
+    fetchSpendData();
+  }, []);
+
+  const fetchAgents = async () => {
+    try {
+      setLoading(true);
+      setError(null);
+
+      const response = await fetch('/api/agents');
+
+      if (!response.ok) {
+        throw new Error('Failed to fetch agents');
+      }
+
+      const data = await response.json();
+      setAgents(data.agents || []);
+      setLastUpdated(new Date());
+
+    } catch (err) {
+      console.error('Error fetching agents:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const fetchCurrentPrompt = async (agentName) => {
+    try {
+      const query = {
+        query: `
+          query GetAgentPrompt($name: String!) {
+            agent_prompts_by_pk(name: $name) {
+              name
+              description
+              prompt
+              enabled
+            }
+          }
+        `,
+        variables: { name: agentName }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(query)
+      });
+
+      if (!response.ok) throw new Error('Network response error');
+      const result = await response.json();
+      if (result.errors) throw new Error(result.errors[0].message);
+
+      return result.data.agent_prompts_by_pk?.prompt || '';
+    } catch (err) {
+      console.error('Error fetching current prompt:', err);
+      throw err;
+    }
+  };
+
+  const savePrompt = async (agentName, prompt, description) => {
+    try {
+      const mutation = {
+        query: `
+          mutation UpsertAgentPrompt($name: String!, $prompt: String!, $description: String) {
+            insert_agent_prompts_one(
+              object: {
+                name: $name,
+                prompt: $prompt,
+                description: $description,
+                enabled: true
+              },
+              on_conflict: {
+                constraint: agent_prompts_pkey,
+                update_columns: [prompt, description, updated_at]
+              }
+            ) {
+              name
+            }
+          }
+        `,
+        variables: {
+          name: agentName,
+          prompt: prompt,
+          description: description
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(mutation)
+      });
+
+      if (!response.ok) throw new Error('Network response error');
+      const result = await response.json();
+      if (result.errors) throw new Error(result.errors[0].message);
+
+      return true;
+    } catch (err) {
+      console.error('Error saving prompt:', err);
+      throw err;
+    }
+  };
+
+  const handleEditClick = async (agent) => {
+    try {
+      setLoading(true);
+      const currentPrompt = await fetchCurrentPrompt(agent.name);
+      setEditedPrompt(currentPrompt);
+      setEditingAgent(agent.name);
+    } catch (err) {
+      setError(`Failed to load current prompt: ${err.message}`);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleSaveClick = async () => {
+    const agent = agents.find(a => a.name === editingAgent);
+    if (!agent) return;
+
+    try {
+      setSaving(true);
+      await savePrompt(editingAgent, editedPrompt, agent.description);
+      setEditingAgent(null);
+      setEditedPrompt('');
+      setError(null);
+    } catch (err) {
+      setError(`Failed to save prompt: ${err.message}`);
+    } finally {
+      setSaving(false);
+    }
+  };
+
+  const handleCancelClick = () => {
+    setEditingAgent(null);
+    setEditedPrompt('');
+    setError(null);
+  };
+
+  const fetchSpendData = async () => {
+    try {
+      setSpendLoading(true);
+
+      const response = await fetch('/api/agents/spend-data');
+
+      if (!response.ok) throw new Error('Network response error');
+      const result = await response.json();
+
+      // Transform the API response to match the expected format
+      setSpendData({
+        sum: {
+          spend: result.total_spend,
+          total_tokens: result.total_tokens,
+          prompt_tokens: result.total_prompt_tokens,
+          completion_tokens: result.total_completion_tokens
+        },
+        count: result.total_requests
+      });
+
+    } catch (err) {
+      console.error('Error fetching spend data:', err);
+      // Don't set error state for spend data to avoid breaking the main page
+    } finally {
+      setSpendLoading(false);
+    }
+  };
+
+  if (error) {
+    return (
+      <div className="space-y-6 p-6">
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 transition-colors">
+          <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading agents: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="space-y-6 p-6">
+      <div className="flex justify-between items-center">
+        <h1 className="text-2xl font-bold text-gray-800 dark:text-white">Agents</h1>
+        <div className="text-sm text-gray-500 dark:text-gray-400 flex items-center space-x-1">
+          <Clock className="w-4 h-4" />
+          <span>{lastUpdated ? `Last updated: ${lastUpdated.toLocaleTimeString()}` : 'Updating...'}</span>
+        </div>
+      </div>
+
+      {/* Agent cards in grid layout */}
+      <div className="relative">
+        {loading && agents.length === 0 ? (
+          <div className="flex justify-center items-center w-full py-8">
+            <div className="animate-spin h-8 w-8 border-2 border-blue-500 rounded-full border-t-transparent" />
+          </div>
+        ) : agents.length > 0 ? (
+          <div className="grid grid-cols-1 md:grid-cols-2 xl:grid-cols-3 gap-4">
+            {agents.map((agent) => (
+              <AgentCard
+                key={agent.name}
+                agent={agent}
+                onEditClick={handleEditClick}
+                isEditing={editingAgent === agent.name}
+                editedPrompt={editedPrompt}
+                onPromptChange={setEditedPrompt}
+                onSaveClick={handleSaveClick}
+                onCancelClick={handleCancelClick}
+                saving={saving}
+              />
+            ))}
+          </div>
+        ) : (
+          <div className="w-full text-center py-8 text-gray-500 dark:text-gray-400">
+            No agents available. The agents service may be unavailable.
+          </div>
+        )}
+      </div>
+
+      {/* Summary stats */}
+      {agents.length > 0 && (
+        <div className="space-y-6 mt-6">
+          {/* Agent Stats */}
+          <div className="grid grid-cols-1 md:grid-cols-3 gap-4">
+            <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+              <div className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                {agents.length}
+              </div>
+              <div className="text-sm text-gray-600 dark:text-gray-400">Total Agents</div>
+            </div>
+
+            <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+              <div className="text-2xl font-bold text-green-600 dark:text-green-400">
+                {agents.filter(a => a.has_prompt).length}
+              </div>
+              <div className="text-sm text-gray-600 dark:text-gray-400">LLM-based Agents</div>
+            </div>
+
+            <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+              <div className="text-2xl font-bold text-purple-600 dark:text-purple-400">
+                {agents.filter(a => !a.has_prompt).length}
+              </div>
+              <div className="text-sm text-gray-600 dark:text-gray-400">Rule-based Agents</div>
+            </div>
+          </div>
+
+          {/* LLM Usage Stats */}
+          <div className="bg-white dark:bg-gray-800 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700 p-4">
+            <h3 className="text-lg font-semibold text-gray-800 dark:text-gray-200 mb-4">LLM Usage Statistics</h3>
+            {spendLoading ? (
+              <div className="flex justify-center items-center py-4">
+                <div className="animate-spin h-6 w-6 border-2 border-blue-500 rounded-full border-t-transparent" />
+              </div>
+            ) : spendData ? (
+              <>
+                <div className="grid grid-cols-2 md:grid-cols-5 gap-4">
+                  <div className="text-center">
+                    <div className="text-2xl font-bold text-green-600 dark:text-green-400">
+                      ${spendData.sum?.spend ? spendData.sum.spend.toFixed(4) : '0.0000'}
+                    </div>
+                    <div className="text-sm text-gray-600 dark:text-gray-400">Total Spend</div>
+                  </div>
+
+                  <div className="text-center">
+                    <div className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                      {spendData.sum?.total_tokens ? spendData.sum.total_tokens.toLocaleString() : '0'}
+                    </div>
+                    <div className="text-sm text-gray-600 dark:text-gray-400">Total Tokens</div>
+                  </div>
+
+                  <div className="text-center">
+                    <div className="text-2xl font-bold text-orange-600 dark:text-orange-400">
+                      {spendData.sum?.prompt_tokens ? spendData.sum.prompt_tokens.toLocaleString() : '0'}
+                    </div>
+                    <div className="text-sm text-gray-600 dark:text-gray-400">Prompt Tokens</div>
+                  </div>
+
+                  <div className="text-center">
+                    <div className="text-2xl font-bold text-purple-600 dark:text-purple-400">
+                      {spendData.sum?.completion_tokens ? spendData.sum.completion_tokens.toLocaleString() : '0'}
+                    </div>
+                    <div className="text-sm text-gray-600 dark:text-gray-400">Completion Tokens</div>
+                  </div>
+
+                  <div className="text-center">
+                    <div className="text-2xl font-bold text-gray-600 dark:text-gray-400">
+                      {spendData.count ? spendData.count.toLocaleString() : '0'}
+                    </div>
+                    <div className="text-sm text-gray-600 dark:text-gray-400">Total Requests</div>
+                  </div>
+                </div>
+
+                {/* Detailed tracking links */}
+                <div className="mt-4 pt-4 border-t border-gray-200 dark:border-gray-700">
+                  <div className="text-sm text-gray-600 dark:text-gray-400 text-center">
+                    For detailed tracking, visit{' '}
+                    <a
+                      href="/llm/"
+                      target="_blank"
+                      rel="noopener noreferrer"
+                      className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 underline"
+                    >
+                      LiteLLM Dashboard
+                    </a>
+                    {' '}or{' '}
+                    <a
+                      href="/phoenix/"
+                      target="_blank"
+                      rel="noopener noreferrer"
+                      className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 underline"
+                    >
+                      Phoenix Tracing
+                    </a>
+                  </div>
+                </div>
+              </>
+            ) : (
+              <div className="text-center py-4 text-gray-500 dark:text-gray-400">
+                No usage data available
+              </div>
+            )}
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
+
+export default AgentsPage;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/Chromium.jsx b/projects/frontend/src/components/Chromium/Chromium.jsx
new file mode 100644
index 0000000..92791aa
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/Chromium.jsx
@@ -0,0 +1,70 @@
+import React, { useState } from 'react';
+import ChromiumHistory from './ChromiumHistory';
+import ChromiumDownloads from './ChromiumDownloads';
+import ChromiumLogins from './ChromiumLogins';
+import ChromiumCookies from './ChromiumCookies';
+import ChromiumStateKeys from './ChromiumStateKeys';
+
+const Chromium = () => {
+  const [activeTab, setActiveTab] = useState('history');
+  const [tabActions, setTabActions] = useState(null);
+
+  const tabs = [
+    { id: 'history', label: 'History', component: ChromiumHistory },
+    { id: 'downloads', label: 'Downloads', component: ChromiumDownloads },
+    { id: 'logins', label: 'Logins', component: ChromiumLogins },
+    { id: 'cookies', label: 'Cookies', component: ChromiumCookies },
+    { id: 'stateKeys', label: 'State Keys', component: ChromiumStateKeys }
+  ];
+
+  const ActiveComponent = tabs.find(tab => tab.id === activeTab)?.component;
+
+  // Clear actions when switching away from tabs that provide them
+  const handleTabChange = (tabId) => {
+    if (tabId !== activeTab && ['history', 'downloads', 'logins', 'cookies', 'stateKeys'].includes(activeTab)) {
+      setTabActions(null);
+    }
+    setActiveTab(tabId);
+  };
+
+  return (
+    <div className="bg-white dark:bg-dark-secondary rounded-lg shadow">
+      {/* Tab Headers */}
+      <div className="border-b dark:border-gray-700">
+        <div className="flex justify-between items-center px-6 py-3">
+          <nav className="-mb-px flex space-x-8">
+            {tabs.map((tab) => (
+              <button
+                key={tab.id}
+                onClick={() => handleTabChange(tab.id)}
+                className={`py-2 px-1 border-b-2 font-medium text-sm transition-colors ${
+                  activeTab === tab.id
+                    ? 'border-blue-500 text-blue-600 dark:text-blue-400'
+                    : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300 dark:text-gray-400 dark:hover:text-gray-200'
+                }`}
+              >
+                {tab.label}
+              </button>
+            ))}
+          </nav>
+          <div className="flex items-center space-x-2">
+            {tabActions}
+          </div>
+        </div>
+      </div>
+
+      {/* Tab Content */}
+      <div className="p-0">
+        {ActiveComponent && (
+          ['history', 'downloads', 'logins', 'cookies', 'stateKeys'].includes(activeTab) ? (
+            <ActiveComponent renderActions={setTabActions} />
+          ) : (
+            <ActiveComponent />
+          )
+        )}
+      </div>
+    </div>
+  );
+};
+
+export default Chromium;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/ChromiumCookies.jsx b/projects/frontend/src/components/Chromium/ChromiumCookies.jsx
new file mode 100644
index 0000000..9b77f6c
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/ChromiumCookies.jsx
@@ -0,0 +1,865 @@
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Search, X, Download } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { Link, useNavigate, useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  return (
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div className="px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip content={record.originating_object_id} side="top" align="start">
+          <Link
+            to={`/files/${record.originating_object_id}`}
+            className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 truncate block"
+          >
+            {record.originating_object_id.substring(0, 8)}...
+          </Link>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.source || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.username || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.browser || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.browser || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-48 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'host_key' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.host_key, 'host_key')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.host_key || ''} side="top" align="start">
+          <span className="block truncate">{record.host_key || ''}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-44 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'expires_utc' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.expires_utc ? new Date(record.expires_utc).toLocaleString() : '', 'expires_utc')}
+        title="Double-click to copy"
+      >
+        {record.expires_utc ? new Date(record.expires_utc).toLocaleString() : ''}
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-44 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'last_access_utc' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.last_access_utc ? new Date(record.last_access_utc).toLocaleString() : '', 'last_access_utc')}
+        title="Double-click to copy"
+      >
+        {record.last_access_utc ? new Date(record.last_access_utc).toLocaleString() : ''}
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'name' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.name, 'name')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.name || ''} side="top" align="start">
+          <span className="block truncate">{record.name || ''}</span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
+      </div>
+    </div>
+  );
+};
+
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+  
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+            
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+            
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+            
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+            
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+const ChromiumCookies = ({ renderActions }) => {
+  const navigate = useNavigate();
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
+
+  // Filter states
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
+  const [usernameFilter, setUsernameFilter] = useState(() => searchParams.get('username') || '');
+  const [browserFilter, setBrowserFilter] = useState(() => searchParams.get('browser') || '');
+  const [hostKeyFilter, setHostKeyFilter] = useState(() => searchParams.get('host_key') || '');
+  const [nameFilter, setNameFilter] = useState(() => searchParams.get('name') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'last_access_utc');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'desc');
+
+  // CSV export state
+  const [isExporting, setIsExporting] = useState(false);
+
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+    setCurrentPage(1);
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+    }
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameFilter) {
+      conditions.push({ username: { _ilike: usernameFilter.replace(/\*/g, '%') } });
+    }
+
+    if (browserFilter) {
+      conditions.push({ browser: { _ilike: browserFilter.replace(/\*/g, '%') } });
+    }
+
+    if (hostKeyFilter) {
+      conditions.push({ host_key: { _ilike: hostKeyFilter.replace(/\*/g, '%') } });
+    }
+
+    if (nameFilter) {
+      conditions.push({ name: { _ilike: nameFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    
+    switch (sortColumn) {
+      case 'originating_object_id':
+        orderBy.originating_object_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'username':
+        orderBy.username = sortDirection;
+        break;
+      case 'browser':
+        orderBy.browser = sortDirection;
+        break;
+      case 'host_key':
+        orderBy.host_key = sortDirection;
+        break;
+      case 'name':
+        orderBy.name = sortDirection;
+        break;
+      case 'expires_utc':
+        orderBy.expires_utc = sortDirection;
+        break;
+      case 'last_access_utc':
+        orderBy.last_access_utc = sortDirection;
+        break;
+      default:
+        orderBy.last_access_utc = sortDirection;
+    }
+    
+    return orderBy;
+  };
+
+  const handleExportCSV = async () => {
+    setIsExporting(true);
+    try {
+      // Query to get ALL data matching current filters (bypassing pagination)
+      const exportQuery = {
+        query: `
+          query GetCookiesExport($where: chromium_cookies_bool_exp, $order_by: [chromium_cookies_order_by!]) {
+            chromium_cookies(
+              where: $where,
+              order_by: $order_by
+            ) {
+              originating_object_id
+              source
+              username
+              browser
+              host_key
+              name
+              expires_utc
+              last_access_utc
+            }
+          }
+        `,
+        variables: {
+          where: buildWhereClause(),
+          order_by: buildOrderByClause()
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(exportQuery)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const data = result.data.chromium_cookies;
+
+      // Convert to CSV
+      if (data.length === 0) {
+        alert('No data to export');
+        return;
+      }
+
+      const headers = [
+        'Object ID',
+        'Source', 
+        'Username',
+        'Browser',
+        'Host Key',
+        'Name',
+        'Expires UTC',
+        'Last Access UTC'
+      ];
+
+      const csvContent = [
+        headers.join(','),
+        ...data.map(record => [
+          `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          `"${(record.source || '').replace(/"/g, '""')}"`,
+          `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.browser || '').replace(/"/g, '""')}"`,
+          `"${(record.host_key || '').replace(/"/g, '""')}"`,
+          `"${(record.name || '').replace(/"/g, '""')}"`,
+          record.expires_utc ? `"${new Date(record.expires_utc).toISOString()}"` : '""',
+          record.last_access_utc ? `"${new Date(record.last_access_utc).toISOString()}"` : '""'
+        ].join(','))
+      ].join('\n');
+
+      // Download the file
+      const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+      const link = document.createElement('a');
+      const url = URL.createObjectURL(blob);
+      link.setAttribute('href', url);
+      link.setAttribute('download', `chromium_cookies_${new Date().toISOString().split('T')[0]}.csv`);
+      link.style.visibility = 'hidden';
+      document.body.appendChild(link);
+      link.click();
+      document.body.removeChild(link);
+      URL.revokeObjectURL(url);
+
+    } catch (err) {
+      console.error('Error exporting CSV:', err);
+      alert(`Error exporting CSV: ${err.message}`);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
+    }
+
+    if (usernameFilter) {
+      params.set('username', usernameFilter);
+    }
+
+    if (browserFilter) {
+      params.set('browser', browserFilter);
+    }
+
+    if (hostKeyFilter) {
+      params.set('host_key', hostKeyFilter);
+    }
+
+    if (nameFilter) {
+      params.set('name', nameFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [sourceFilter, usernameFilter, browserFilter, hostKeyFilter, nameFilter, sortColumn, sortDirection, setSearchParams]);
+
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+      
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetCookiesCount($where: chromium_cookies_bool_exp) {
+              chromium_cookies_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause()
+          }
+        };
+
+        const countResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(countQuery)
+        });
+
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
+        }
+
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
+        }
+
+        const count = countResult.data.chromium_cookies_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetCookiesPaginated($where: chromium_cookies_bool_exp, $limit: Int!, $offset: Int!, $order_by: [chromium_cookies_order_by!]) {
+                chromium_cookies(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  host_key
+                  name
+                  expires_utc
+                  last_access_utc
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetCookiesAll($where: chromium_cookies_bool_exp, $order_by: [chromium_cookies_order_by!]) {
+                chromium_cookies(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  host_key
+                  name
+                  expires_utc
+                  last_access_utc
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setRecords(dataResult.data.chromium_cookies);
+      } catch (err) {
+        console.error('Error fetching chromium cookies:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [currentPage, sourceFilter, usernameFilter, browserFilter, hostKeyFilter, nameFilter, sortColumn, sortDirection]);
+
+  // Provide the CSV download button to the parent component
+  useEffect(() => {
+    if (renderActions) {
+      renderActions(
+        <button
+          onClick={handleExportCSV}
+          disabled={isExporting || isLoading || totalCount === 0}
+          className="flex items-center space-x-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-400 text-white text-sm font-medium rounded-lg transition-colors disabled:cursor-not-allowed"
+          title={totalCount === 0 ? "No data to export" : `Export ${totalCount.toLocaleString()} records to CSV`}
+        >
+          {isExporting ? (
+            <>
+              <div className="animate-spin rounded-full h-4 w-4 border-b-2 border-white"></div>
+              <span>Exporting...</span>
+            </>
+          ) : (
+            <>
+              <Download className="w-4 h-4" />
+              <span>Download CSV</span>
+            </>
+          )}
+        </button>
+      );
+    }
+  }, [renderActions, isExporting, isLoading, totalCount]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by source"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameFilter}
+              onChange={(e) => {
+                setUsernameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by browser"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={browserFilter}
+              onChange={(e) => {
+                setBrowserFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by host key"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={hostKeyFilter}
+              onChange={(e) => {
+                setHostKeyFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by name"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={nameFilter}
+              onChange={(e) => {
+                setNameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} record{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${records.length})`}
+          </span>
+        </div>
+      </div>
+
+      {/* Error State */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading chromium cookies: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading State */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="originating_object_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Object ID
+        </SortableHeader>
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="username"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Username
+        </SortableHeader>
+        <SortableHeader
+          column="browser"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Browser
+        </SortableHeader>
+        <SortableHeader
+          column="host_key"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-48"
+        >
+          Host Key
+        </SortableHeader>
+        <SortableHeader
+          column="expires_utc"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-44"
+        >
+          Expires UTC
+        </SortableHeader>
+        <SortableHeader
+          column="last_access_utc"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-44"
+        >
+          Last Access UTC
+        </SortableHeader>
+        <SortableHeader
+          column="name"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Name
+        </SortableHeader>
+      </div>
+
+      {!isLoading && !error && records.length === 0 && totalCount === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No chromium cookies found</h3>
+            <p className="max-w-md mx-auto">
+              No chromium cookie records match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && records.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {records.map((record, index) => (
+                  <Row
+                    key={`${record.originating_object_id}-${index}`}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      records
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-180px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    height={height}
+                    width={width}
+                    itemCount={records.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      records
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+          
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
+      )}
+    </div>
+  );
+};
+
+export default ChromiumCookies;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/ChromiumDownloads.jsx b/projects/frontend/src/components/Chromium/ChromiumDownloads.jsx
new file mode 100644
index 0000000..25c96af
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/ChromiumDownloads.jsx
@@ -0,0 +1,843 @@
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Search, X, Download } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { Link, useNavigate, useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  return (
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div className="px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip content={record.originating_object_id} side="top" align="start">
+          <Link
+            to={`/files/${record.originating_object_id}`}
+            className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 truncate block"
+          >
+            {record.originating_object_id.substring(0, 8)}...
+          </Link>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.source || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.username || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.browser || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.browser || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-64 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'url' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.url, 'url')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.url || ''} side="top" align="start">
+          <span className="block truncate">{record.url || ''}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-44 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'end_time' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.end_time ? new Date(record.end_time).toLocaleString() : '', 'end_time')}
+        title="Double-click to copy"
+      >
+        {record.end_time ? new Date(record.end_time).toLocaleString() : ''}
+      </div>
+      <div 
+        className={`px-6 flex-grow text-sm text-gray-500 dark:text-gray-400 truncate text-left cursor-pointer select-text transition-colors ${copiedCell === 'download_path' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.download_path, 'download_path')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.download_path || ''} side="top" align="start" maxWidth="full">
+          <span>{record.download_path || ''}</span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
+      </div>
+    </div>
+  );
+};
+
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+  
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+            
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+            
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+            
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+            
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+const ChromiumDownloads = ({ renderActions }) => {
+  const navigate = useNavigate();
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
+
+  // Filter states
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
+  const [usernameFilter, setUsernameFilter] = useState(() => searchParams.get('username') || '');
+  const [browserFilter, setBrowserFilter] = useState(() => searchParams.get('browser') || '');
+  const [urlFilter, setUrlFilter] = useState(() => searchParams.get('url') || '');
+  const [downloadPathFilter, setDownloadPathFilter] = useState(() => searchParams.get('download_path') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'end_time');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'desc');
+
+  // CSV export state
+  const [isExporting, setIsExporting] = useState(false);
+
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+    setCurrentPage(1);
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+    }
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameFilter) {
+      conditions.push({ username: { _ilike: usernameFilter.replace(/\*/g, '%') } });
+    }
+
+    if (browserFilter) {
+      conditions.push({ browser: { _ilike: browserFilter.replace(/\*/g, '%') } });
+    }
+
+    if (urlFilter) {
+      conditions.push({ url: { _ilike: urlFilter.replace(/\*/g, '%') } });
+    }
+
+    if (downloadPathFilter) {
+      conditions.push({ download_path: { _ilike: downloadPathFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    
+    switch (sortColumn) {
+      case 'originating_object_id':
+        orderBy.originating_object_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'username':
+        orderBy.username = sortDirection;
+        break;
+      case 'browser':
+        orderBy.browser = sortDirection;
+        break;
+      case 'url':
+        orderBy.url = sortDirection;
+        break;
+      case 'download_path':
+        orderBy.download_path = sortDirection;
+        break;
+      case 'end_time':
+        orderBy.end_time = sortDirection;
+        break;
+      default:
+        orderBy.end_time = sortDirection;
+    }
+    
+    return orderBy;
+  };
+
+  const handleExportCSV = async () => {
+    setIsExporting(true);
+    try {
+      // Query to get ALL data matching current filters (bypassing pagination)
+      const exportQuery = {
+        query: `
+          query GetDownloadsExport($where: chromium_downloads_bool_exp, $order_by: [chromium_downloads_order_by!]) {
+            chromium_downloads(
+              where: $where,
+              order_by: $order_by
+            ) {
+              originating_object_id
+              source
+              username
+              browser
+              url
+              download_path
+              end_time
+            }
+          }
+        `,
+        variables: {
+          where: buildWhereClause(),
+          order_by: buildOrderByClause()
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(exportQuery)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const data = result.data.chromium_downloads;
+
+      // Convert to CSV
+      if (data.length === 0) {
+        alert('No data to export');
+        return;
+      }
+
+      const headers = [
+        'Object ID',
+        'Source', 
+        'Username',
+        'Browser',
+        'URL',
+        'Download Path',
+        'End Time'
+      ];
+
+      const csvContent = [
+        headers.join(','),
+        ...data.map(record => [
+          `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          `"${(record.source || '').replace(/"/g, '""')}"`,
+          `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.browser || '').replace(/"/g, '""')}"`,
+          `"${(record.url || '').replace(/"/g, '""')}"`,
+          `"${(record.download_path || '').replace(/"/g, '""')}"`,
+          record.end_time ? `"${new Date(record.end_time).toISOString()}"` : '""'
+        ].join(','))
+      ].join('\n');
+
+      // Download the file
+      const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+      const link = document.createElement('a');
+      const url = URL.createObjectURL(blob);
+      link.setAttribute('href', url);
+      link.setAttribute('download', `chromium_downloads_${new Date().toISOString().split('T')[0]}.csv`);
+      link.style.visibility = 'hidden';
+      document.body.appendChild(link);
+      link.click();
+      document.body.removeChild(link);
+      URL.revokeObjectURL(url);
+
+    } catch (err) {
+      console.error('Error exporting CSV:', err);
+      alert(`Error exporting CSV: ${err.message}`);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
+    }
+
+    if (usernameFilter) {
+      params.set('username', usernameFilter);
+    }
+
+    if (browserFilter) {
+      params.set('browser', browserFilter);
+    }
+
+    if (urlFilter) {
+      params.set('url', urlFilter);
+    }
+
+    if (downloadPathFilter) {
+      params.set('download_path', downloadPathFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [sourceFilter, usernameFilter, browserFilter, urlFilter, downloadPathFilter, sortColumn, sortDirection, setSearchParams]);
+
+  // Removed the useEffect that was syncing from URL params to avoid circular updates
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+      
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetDownloadsCount($where: chromium_downloads_bool_exp) {
+              chromium_downloads_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause()
+          }
+        };
+
+        const countResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(countQuery)
+        });
+
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
+        }
+
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
+        }
+
+        const count = countResult.data.chromium_downloads_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetDownloadsPaginated($where: chromium_downloads_bool_exp, $limit: Int!, $offset: Int!, $order_by: [chromium_downloads_order_by!]) {
+                chromium_downloads(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  url
+                  download_path
+                  end_time
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetDownloadsAll($where: chromium_downloads_bool_exp, $order_by: [chromium_downloads_order_by!]) {
+                chromium_downloads(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  url
+                  download_path
+                  end_time
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setRecords(dataResult.data.chromium_downloads);
+      } catch (err) {
+        console.error('Error fetching chromium downloads:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [currentPage, sourceFilter, usernameFilter, browserFilter, urlFilter, downloadPathFilter, sortColumn, sortDirection]);
+
+  // Provide the CSV download button to the parent component
+  useEffect(() => {
+    if (renderActions) {
+      renderActions(
+        <button
+          onClick={handleExportCSV}
+          disabled={isExporting || isLoading || totalCount === 0}
+          className="flex items-center space-x-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-400 text-white text-sm font-medium rounded-lg transition-colors disabled:cursor-not-allowed"
+          title={totalCount === 0 ? "No data to export" : `Export ${totalCount.toLocaleString()} records to CSV`}
+        >
+          {isExporting ? (
+            <>
+              <div className="animate-spin rounded-full h-4 w-4 border-b-2 border-white"></div>
+              <span>Exporting...</span>
+            </>
+          ) : (
+            <>
+              <Download className="w-4 h-4" />
+              <span>Download CSV</span>
+            </>
+          )}
+        </button>
+      );
+    }
+  }, [renderActions, isExporting, isLoading, totalCount]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by source"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameFilter}
+              onChange={(e) => {
+                setUsernameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by browser"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={browserFilter}
+              onChange={(e) => {
+                setBrowserFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by URL"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={urlFilter}
+              onChange={(e) => {
+                setUrlFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by download path"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={downloadPathFilter}
+              onChange={(e) => {
+                setDownloadPathFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} record{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${records.length})`}
+          </span>
+        </div>
+      </div>
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="originating_object_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Object ID
+        </SortableHeader>
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="username"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Username
+        </SortableHeader>
+        <SortableHeader
+          column="browser"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Browser
+        </SortableHeader>
+        <SortableHeader
+          column="url"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-64"
+        >
+          URL
+        </SortableHeader>
+        <SortableHeader
+          column="end_time"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-44"
+        >
+          End Time
+        </SortableHeader>
+        <SortableHeader
+          column="download_path"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-grow px-4"
+        >
+          Download Path
+        </SortableHeader>
+      </div>
+
+      {/* Error state */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 m-4">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading chromium downloads: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading state */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* No results state */}
+      {!isLoading && !error && records.length === 0 && totalCount === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No chromium downloads found</h3>
+            <p className="max-w-md mx-auto">
+              No chromium download records match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && records.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {records.map((record, index) => (
+                  <Row
+                    key={`${record.originating_object_id}-${index}`}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      records
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-180px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    height={height}
+                    width={width}
+                    itemCount={records.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      records
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+          
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
+      )}
+    </div>
+  );
+};
+
+export default ChromiumDownloads;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/ChromiumHistory.jsx b/projects/frontend/src/components/Chromium/ChromiumHistory.jsx
new file mode 100644
index 0000000..3d252e5
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/ChromiumHistory.jsx
@@ -0,0 +1,843 @@
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Search, X, Download } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { Link, useNavigate, useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  return (
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div className="px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip content={record.originating_object_id} side="top" align="start">
+          <Link
+            to={`/files/${record.originating_object_id}`}
+            className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 truncate block"
+          >
+            {record.originating_object_id.substring(0, 8)}...
+          </Link>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-20 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.source || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.username || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-20 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.browser || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.browser || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-60 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'title' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.title, 'title')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.title || ''} side="top" align="start">
+          <span className="block truncate">{record.title || ''}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-16 text-sm text-gray-500 dark:text-gray-400 text-center cursor-pointer select-text transition-colors ${copiedCell === 'visit_count' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.visit_count, 'visit_count')}
+        title="Double-click to copy"
+      >
+        {record.visit_count || 0}
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-44 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'last_visit_time' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.last_visit_time ? new Date(record.last_visit_time).toLocaleString() : '', 'last_visit_time')}
+        title="Double-click to copy"
+      >
+        {record.last_visit_time ? new Date(record.last_visit_time).toLocaleString() : ''}
+      </div>
+      <div 
+        className={`px-6 flex-grow text-sm text-gray-500 dark:text-gray-400 truncate text-left cursor-pointer select-text transition-colors ${copiedCell === 'url' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.url, 'url')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.url || ''} side="top" align="start" maxWidth="full">
+          <span>{record.url || ''}</span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
+      </div>
+    </div>
+  );
+};
+
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+const ChromiumHistory = ({ renderActions }) => {
+  const navigate = useNavigate();
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
+
+  // Filter states
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
+  const [usernameFilter, setUsernameFilter] = useState(() => searchParams.get('username') || '');
+  const [browserFilter, setBrowserFilter] = useState(() => searchParams.get('browser') || '');
+  const [urlFilter, setUrlFilter] = useState(() => searchParams.get('url') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'last_visit_time');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'desc');
+
+  // CSV export state
+  const [isExporting, setIsExporting] = useState(false);
+
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+    setCurrentPage(1);
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+    }
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameFilter) {
+      conditions.push({ username: { _ilike: usernameFilter.replace(/\*/g, '%') } });
+    }
+
+    if (browserFilter) {
+      conditions.push({ browser: { _ilike: browserFilter.replace(/\*/g, '%') } });
+    }
+
+    if (urlFilter) {
+      conditions.push({ url: { _ilike: urlFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+
+    switch (sortColumn) {
+      case 'originating_object_id':
+        orderBy.originating_object_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'username':
+        orderBy.username = sortDirection;
+        break;
+      case 'browser':
+        orderBy.browser = sortDirection;
+        break;
+      case 'title':
+        orderBy.title = sortDirection;
+        break;
+      case 'url':
+        orderBy.url = sortDirection;
+        break;
+      case 'visit_count':
+        orderBy.visit_count = sortDirection;
+        break;
+      case 'last_visit_time':
+        orderBy.last_visit_time = sortDirection;
+        break;
+      default:
+        orderBy.last_visit_time = sortDirection;
+    }
+
+    return orderBy;
+  };
+
+  const handleExportCSV = async () => {
+    setIsExporting(true);
+    try {
+      // Query to get ALL data matching current filters (bypassing pagination)
+      const exportQuery = {
+        query: `
+          query GetHistoryExport($where: chromium_history_bool_exp, $order_by: [chromium_history_order_by!]) {
+            chromium_history(
+              where: $where,
+              order_by: $order_by
+            ) {
+              originating_object_id
+              source
+              username
+              browser
+              title
+              url
+              visit_count
+              last_visit_time
+            }
+          }
+        `,
+        variables: {
+          where: buildWhereClause(),
+          order_by: buildOrderByClause()
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(exportQuery)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const data = result.data.chromium_history;
+
+      // Convert to CSV
+      if (data.length === 0) {
+        alert('No data to export');
+        return;
+      }
+
+      const headers = [
+        'Object ID',
+        'Source', 
+        'Username',
+        'Browser',
+        'Title',
+        'URL',
+        'Visit Count',
+        'Last Visit Time'
+      ];
+
+      const csvContent = [
+        headers.join(','),
+        ...data.map(record => [
+          `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          `"${(record.source || '').replace(/"/g, '""')}"`,
+          `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.browser || '').replace(/"/g, '""')}"`,
+          `"${(record.title || '').replace(/"/g, '""')}"`,
+          `"${(record.url || '').replace(/"/g, '""')}"`,
+          record.visit_count || 0,
+          record.last_visit_time ? `"${new Date(record.last_visit_time).toISOString()}"` : '""'
+        ].join(','))
+      ].join('\n');
+
+      // Download the file
+      const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+      const link = document.createElement('a');
+      const url = URL.createObjectURL(blob);
+      link.setAttribute('href', url);
+      link.setAttribute('download', `chromium_history_${new Date().toISOString().split('T')[0]}.csv`);
+      link.style.visibility = 'hidden';
+      document.body.appendChild(link);
+      link.click();
+      document.body.removeChild(link);
+      URL.revokeObjectURL(url);
+
+    } catch (err) {
+      console.error('Error exporting CSV:', err);
+      alert(`Error exporting CSV: ${err.message}`);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
+    }
+
+    if (usernameFilter) {
+      params.set('username', usernameFilter);
+    }
+
+    if (browserFilter) {
+      params.set('browser', browserFilter);
+    }
+
+    if (urlFilter) {
+      params.set('url', urlFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [sourceFilter, usernameFilter, browserFilter, urlFilter, sortColumn, sortDirection, setSearchParams]);
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetHistoryCount($where: chromium_history_bool_exp) {
+              chromium_history_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause()
+          }
+        };
+
+        const countResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(countQuery)
+        });
+
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
+        }
+
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
+        }
+
+        const count = countResult.data.chromium_history_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetHistoryPaginated($where: chromium_history_bool_exp, $limit: Int!, $offset: Int!, $order_by: [chromium_history_order_by!]) {
+                chromium_history(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  title
+                  url
+                  visit_count
+                  last_visit_time
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetHistoryAll($where: chromium_history_bool_exp, $order_by: [chromium_history_order_by!]) {
+                chromium_history(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  title
+                  url
+                  visit_count
+                  last_visit_time
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setRecords(dataResult.data.chromium_history);
+      } catch (err) {
+        console.error('Error fetching chromium history:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [currentPage, sourceFilter, usernameFilter, browserFilter, urlFilter, sortColumn, sortDirection]);
+
+  // Provide the CSV download button to the parent component
+  useEffect(() => {
+    if (renderActions) {
+      renderActions(
+        <button
+          onClick={handleExportCSV}
+          disabled={isExporting || isLoading || totalCount === 0}
+          className="flex items-center space-x-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-400 text-white text-sm font-medium rounded-lg transition-colors disabled:cursor-not-allowed"
+          title={totalCount === 0 ? "No data to export" : `Export ${totalCount.toLocaleString()} records to CSV`}
+        >
+          {isExporting ? (
+            <>
+              <div className="animate-spin rounded-full h-4 w-4 border-b-2 border-white"></div>
+              <span>Exporting...</span>
+            </>
+          ) : (
+            <>
+              <Download className="w-4 h-4" />
+              <span>Download CSV</span>
+            </>
+          )}
+        </button>
+      );
+    }
+  }, [renderActions, isExporting, isLoading, totalCount]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by source"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameFilter}
+              onChange={(e) => {
+                setUsernameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by browser"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={browserFilter}
+              onChange={(e) => {
+                setBrowserFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by URL"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={urlFilter}
+              onChange={(e) => {
+                setUrlFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} record{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${records.length})`}
+          </span>
+        </div>
+      </div>
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="originating_object_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Object ID
+        </SortableHeader>
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-20"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="username"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Username
+        </SortableHeader>
+        <SortableHeader
+          column="browser"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-20"
+        >
+          Browser
+        </SortableHeader>
+        <SortableHeader
+          column="title"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-60"
+        >
+          Title
+        </SortableHeader>
+        <SortableHeader
+          column="visit_count"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-16"
+        >
+          Visits
+        </SortableHeader>
+        <SortableHeader
+          column="last_visit_time"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-44"
+        >
+          Last Visit
+        </SortableHeader>
+        <SortableHeader
+          column="url"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-grow px-4"
+        >
+          URL
+        </SortableHeader>
+      </div>
+
+      {/* Error state */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 m-4">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading chromium history: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading state */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* No results state */}
+      {!isLoading && !error && records.length === 0 && totalCount === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No Chromium history found</h3>
+            <p className="max-w-md mx-auto">
+              No Chromium history records match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && records.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {records.map((record, index) => (
+                  <Row
+                    key={`${record.originating_object_id}-${index}`}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      records,
+                      navigate
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-180px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    height={height}
+                    width={width}
+                    itemCount={records.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      records
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
+      )}
+    </div>
+  );
+};
+
+export default ChromiumHistory;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/ChromiumLogins.jsx b/projects/frontend/src/components/Chromium/ChromiumLogins.jsx
new file mode 100644
index 0000000..a3c3ffd
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/ChromiumLogins.jsx
@@ -0,0 +1,890 @@
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Search, X, Download } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { Link, useNavigate, useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  return (
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div className="px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip content={record.originating_object_id} side="top" align="start">
+          <Link
+            to={`/files/${record.originating_object_id}`}
+            className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 truncate block"
+          >
+            {record.originating_object_id.substring(0, 8)}...
+          </Link>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.source || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.username || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.browser || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.browser || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username_value' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username_value, 'username_value')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username_value || ''} side="top" align="start">
+          <span className="block truncate">{record.username_value || ''}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-center cursor-pointer select-text transition-colors ${copiedCell === 'times_used' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.times_used, 'times_used')}
+        title="Double-click to copy"
+      >
+        {record.times_used || 0}
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-64 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'signon_realm' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.signon_realm, 'signon_realm')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.signon_realm || ''} side="top" align="start">
+          <span className="block truncate">{record.signon_realm || ''}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-48 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'origin_url' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.origin_url, 'origin_url')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.origin_url || ''} side="top" align="start">
+          <span className="block truncate">{record.origin_url || ''}</span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
+      </div>
+    </div>
+  );
+};
+
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+  
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+            
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+            
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+            
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+            
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+const ChromiumLogins = ({ renderActions }) => {
+  const navigate = useNavigate();
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
+
+  // Filter states
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
+  const [usernameFilter, setUsernameFilter] = useState(() => searchParams.get('username') || '');
+  const [browserFilter, setBrowserFilter] = useState(() => searchParams.get('browser') || '');
+  const [originUrlFilter, setOriginUrlFilter] = useState(() => searchParams.get('origin_url') || '');
+  const [signonRealmFilter, setSignonRealmFilter] = useState(() => searchParams.get('signon_realm') || '');
+  const [usernameValueFilter, setUsernameValueFilter] = useState(() => searchParams.get('username_value') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'times_used');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'desc');
+
+  // CSV export state
+  const [isExporting, setIsExporting] = useState(false);
+
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+    setCurrentPage(1);
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+    }
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameFilter) {
+      conditions.push({ username: { _ilike: usernameFilter.replace(/\*/g, '%') } });
+    }
+
+    if (browserFilter) {
+      conditions.push({ browser: { _ilike: browserFilter.replace(/\*/g, '%') } });
+    }
+
+    if (originUrlFilter) {
+      conditions.push({ origin_url: { _ilike: originUrlFilter.replace(/\*/g, '%') } });
+    }
+
+    if (signonRealmFilter) {
+      conditions.push({ signon_realm: { _ilike: signonRealmFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameValueFilter) {
+      conditions.push({ username_value: { _ilike: usernameValueFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    
+    switch (sortColumn) {
+      case 'originating_object_id':
+        orderBy.originating_object_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'username':
+        orderBy.username = sortDirection;
+        break;
+      case 'browser':
+        orderBy.browser = sortDirection;
+        break;
+      case 'origin_url':
+        orderBy.origin_url = sortDirection;
+        break;
+      case 'signon_realm':
+        orderBy.signon_realm = sortDirection;
+        break;
+      case 'username_value':
+        orderBy.username_value = sortDirection;
+        break;
+      case 'times_used':
+        orderBy.times_used = sortDirection;
+        break;
+      default:
+        orderBy.times_used = sortDirection;
+    }
+    
+    return orderBy;
+  };
+
+  const handleExportCSV = async () => {
+    setIsExporting(true);
+    try {
+      // Query to get ALL data matching current filters (bypassing pagination)
+      const exportQuery = {
+        query: `
+          query GetLoginsExport($where: chromium_logins_bool_exp, $order_by: [chromium_logins_order_by!]) {
+            chromium_logins(
+              where: $where,
+              order_by: $order_by
+            ) {
+              originating_object_id
+              source
+              username
+              browser
+              origin_url
+              signon_realm
+              username_value
+              times_used
+            }
+          }
+        `,
+        variables: {
+          where: buildWhereClause(),
+          order_by: buildOrderByClause()
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(exportQuery)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const data = result.data.chromium_logins;
+
+      // Convert to CSV
+      if (data.length === 0) {
+        alert('No data to export');
+        return;
+      }
+
+      const headers = [
+        'Object ID',
+        'Source', 
+        'Username',
+        'Browser',
+        'Origin URL',
+        'Signon Realm',
+        'Username Value',
+        'Times Used'
+      ];
+
+      const csvContent = [
+        headers.join(','),
+        ...data.map(record => [
+          `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          `"${(record.source || '').replace(/"/g, '""')}"`,
+          `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.browser || '').replace(/"/g, '""')}"`,
+          `"${(record.origin_url || '').replace(/"/g, '""')}"`,
+          `"${(record.signon_realm || '').replace(/"/g, '""')}"`,
+          `"${(record.username_value || '').replace(/"/g, '""')}"`,
+          record.times_used || 0
+        ].join(','))
+      ].join('\n');
+
+      // Download the file
+      const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+      const link = document.createElement('a');
+      const url = URL.createObjectURL(blob);
+      link.setAttribute('href', url);
+      link.setAttribute('download', `chromium_logins_${new Date().toISOString().split('T')[0]}.csv`);
+      link.style.visibility = 'hidden';
+      document.body.appendChild(link);
+      link.click();
+      document.body.removeChild(link);
+      URL.revokeObjectURL(url);
+
+    } catch (err) {
+      console.error('Error exporting CSV:', err);
+      alert(`Error exporting CSV: ${err.message}`);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
+    }
+
+    if (usernameFilter) {
+      params.set('username', usernameFilter);
+    }
+
+    if (browserFilter) {
+      params.set('browser', browserFilter);
+    }
+
+    if (originUrlFilter) {
+      params.set('origin_url', originUrlFilter);
+    }
+
+    if (signonRealmFilter) {
+      params.set('signon_realm', signonRealmFilter);
+    }
+
+    if (usernameValueFilter) {
+      params.set('username_value', usernameValueFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [sourceFilter, usernameFilter, browserFilter, originUrlFilter, signonRealmFilter, usernameValueFilter, sortColumn, sortDirection, setSearchParams]);
+
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+      
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetLoginsCount($where: chromium_logins_bool_exp) {
+              chromium_logins_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause()
+          }
+        };
+
+        const countResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(countQuery)
+        });
+
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
+        }
+
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
+        }
+
+        const count = countResult.data.chromium_logins_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetLoginsPaginated($where: chromium_logins_bool_exp, $limit: Int!, $offset: Int!, $order_by: [chromium_logins_order_by!]) {
+                chromium_logins(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  origin_url
+                  signon_realm
+                  username_value
+                  times_used
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetLoginsAll($where: chromium_logins_bool_exp, $order_by: [chromium_logins_order_by!]) {
+                chromium_logins(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  origin_url
+                  signon_realm
+                  username_value
+                  times_used
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setRecords(dataResult.data.chromium_logins);
+      } catch (err) {
+        console.error('Error fetching chromium logins:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [currentPage, sourceFilter, usernameFilter, browserFilter, originUrlFilter, signonRealmFilter, usernameValueFilter, sortColumn, sortDirection]);
+
+  // Provide the CSV download button to the parent component
+  useEffect(() => {
+    if (renderActions) {
+      renderActions(
+        <button
+          onClick={handleExportCSV}
+          disabled={isExporting || isLoading || totalCount === 0}
+          className="flex items-center space-x-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-400 text-white text-sm font-medium rounded-lg transition-colors disabled:cursor-not-allowed"
+          title={totalCount === 0 ? "No data to export" : `Export ${totalCount.toLocaleString()} records to CSV`}
+        >
+          {isExporting ? (
+            <>
+              <div className="animate-spin rounded-full h-4 w-4 border-b-2 border-white"></div>
+              <span>Exporting...</span>
+            </>
+          ) : (
+            <>
+              <Download className="w-4 h-4" />
+              <span>Download CSV</span>
+            </>
+          )}
+        </button>
+      );
+    }
+  }, [renderActions, isExporting, isLoading, totalCount]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700">
+        <div className="flex flex-wrap items-center gap-4">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by source"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameFilter}
+              onChange={(e) => {
+                setUsernameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by browser"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={browserFilter}
+              onChange={(e) => {
+                setBrowserFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by origin URL"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={originUrlFilter}
+              onChange={(e) => {
+                setOriginUrlFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by signon realm"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={signonRealmFilter}
+              onChange={(e) => {
+                setSignonRealmFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username value"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameValueFilter}
+              onChange={(e) => {
+                setUsernameValueFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} record{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${records.length})`}
+          </span>
+        </div>
+      </div>
+
+      {/* Error State */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading chromium logins: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading State */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="originating_object_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Object ID
+        </SortableHeader>
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="username"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Username
+        </SortableHeader>
+        <SortableHeader
+          column="browser"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Browser
+        </SortableHeader>
+        <SortableHeader
+          column="username_value"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Login Name
+        </SortableHeader>
+        <SortableHeader
+          column="times_used"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Times Used
+        </SortableHeader>
+        <SortableHeader
+          column="signon_realm"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-64"
+        >
+          Signon Realm
+        </SortableHeader>
+        <SortableHeader
+          column="origin_url"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-48"
+        >
+          Origin URL
+        </SortableHeader>
+      </div>
+
+      {!isLoading && !error && records.length === 0 && totalCount === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No chromium logins found</h3>
+            <p className="max-w-md mx-auto">
+              No chromium login records match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && records.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {records.map((record, index) => (
+                  <Row
+                    key={`${record.originating_object_id}-${index}`}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      records
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-180px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    height={height}
+                    width={width}
+                    itemCount={records.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      records
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+          
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
+      )}
+    </div>
+  );
+};
+
+export default ChromiumLogins;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Chromium/ChromiumStateKeys.jsx b/projects/frontend/src/components/Chromium/ChromiumStateKeys.jsx
new file mode 100644
index 0000000..e36a313
--- /dev/null
+++ b/projects/frontend/src/components/Chromium/ChromiumStateKeys.jsx
@@ -0,0 +1,831 @@
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Search, X, Download } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { Link, useNavigate, useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  return (
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div className="px-2 flex-shrink-0 w-80 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip content={record.originating_object_id} side="top" align="start">
+          <Link
+            to={`/files/${record.originating_object_id}`}
+            className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 truncate block"
+          >
+            {record.originating_object_id}
+          </Link>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.source || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.username || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.username || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.browser || 'Unknown'} side="top" align="start">
+          <span className="block truncate">{record.browser || 'Unknown'}</span>
+        </Tooltip>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-40 text-sm text-gray-500 dark:text-gray-400 flex items-center justify-center cursor-pointer select-text transition-colors ${copiedCell === 'key_is_decrypted' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.key_is_decrypted ? 'Yes' : 'No', 'key_is_decrypted')}
+        title="Double-click to copy"
+      >
+        <span className={`inline-flex items-center px-2 py-1 rounded-full text-xs font-medium ${
+          record.key_is_decrypted 
+            ? 'bg-green-100 dark:bg-green-900/30 text-green-800 dark:text-green-300' 
+            : 'bg-red-100 dark:bg-red-900/30 text-red-800 dark:text-red-300'
+        }`}>
+          {record.key_is_decrypted ? 'Yes' : 'No'}
+        </span>
+      </div>
+      <div 
+        className={`px-2 flex-shrink-0 w-56 text-sm text-gray-500 dark:text-gray-400 flex items-center justify-center cursor-pointer select-text transition-colors ${copiedCell === 'app_bound_key_is_decrypted' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.app_bound_key_is_decrypted ? 'Yes' : 'No', 'app_bound_key_is_decrypted')}
+        title="Double-click to copy"
+      >
+        <span className={`inline-flex items-center px-2 py-1 rounded-full text-xs font-medium ${
+          record.app_bound_key_is_decrypted 
+            ? 'bg-green-100 dark:bg-green-900/30 text-green-800 dark:text-green-300' 
+            : 'bg-red-100 dark:bg-red-900/30 text-red-800 dark:text-red-300'
+        }`}>
+          {record.app_bound_key_is_decrypted ? 'Yes' : 'No'}
+        </span>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
+      </div>
+    </div>
+  );
+};
+
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+  
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+            
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+            
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+            
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+            
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+const ChromiumStateKeys = ({ renderActions }) => {
+  const navigate = useNavigate();
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
+
+  // Filter states
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
+  const [usernameFilter, setUsernameFilter] = useState(() => searchParams.get('username') || '');
+  const [browserFilter, setBrowserFilter] = useState(() => searchParams.get('browser') || '');
+  const [keyIsDecryptedFilter, setKeyIsDecryptedFilter] = useState(() => searchParams.get('key_is_decrypted') || '');
+  const [appBoundKeyIsDecryptedFilter, setAppBoundKeyIsDecryptedFilter] = useState(() => searchParams.get('app_bound_key_is_decrypted') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'originating_object_id');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'asc');
+
+  // CSV export state
+  const [isExporting, setIsExporting] = useState(false);
+
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+    setCurrentPage(1);
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+    }
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (usernameFilter) {
+      conditions.push({ username: { _ilike: usernameFilter.replace(/\*/g, '%') } });
+    }
+
+    if (browserFilter) {
+      conditions.push({ browser: { _ilike: browserFilter.replace(/\*/g, '%') } });
+    }
+
+    if (keyIsDecryptedFilter === 'true') {
+      conditions.push({ key_is_decrypted: { _eq: true } });
+    } else if (keyIsDecryptedFilter === 'false') {
+      conditions.push({ key_is_decrypted: { _eq: false } });
+    }
+
+    if (appBoundKeyIsDecryptedFilter === 'true') {
+      conditions.push({ app_bound_key_is_decrypted: { _eq: true } });
+    } else if (appBoundKeyIsDecryptedFilter === 'false') {
+      conditions.push({ app_bound_key_is_decrypted: { _eq: false } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    
+    switch (sortColumn) {
+      case 'originating_object_id':
+        orderBy.originating_object_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'username':
+        orderBy.username = sortDirection;
+        break;
+      case 'browser':
+        orderBy.browser = sortDirection;
+        break;
+      case 'key_is_decrypted':
+        orderBy.key_is_decrypted = sortDirection;
+        break;
+      case 'app_bound_key_is_decrypted':
+        orderBy.app_bound_key_is_decrypted = sortDirection;
+        break;
+      default:
+        orderBy.originating_object_id = sortDirection;
+    }
+    
+    return orderBy;
+  };
+
+  const handleExportCSV = async () => {
+    setIsExporting(true);
+    try {
+      // Query to get ALL data matching current filters (bypassing pagination)
+      const exportQuery = {
+        query: `
+          query GetStateKeysExport($where: chromium_state_keys_bool_exp, $order_by: [chromium_state_keys_order_by!]) {
+            chromium_state_keys(
+              where: $where,
+              order_by: $order_by
+            ) {
+              originating_object_id
+              source
+              username
+              browser
+              key_is_decrypted
+              app_bound_key_is_decrypted
+            }
+          }
+        `,
+        variables: {
+          where: buildWhereClause(),
+          order_by: buildOrderByClause()
+        }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(exportQuery)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const data = result.data.chromium_state_keys;
+
+      // Convert to CSV
+      if (data.length === 0) {
+        alert('No data to export');
+        return;
+      }
+
+      const headers = [
+        'Object ID',
+        'Source', 
+        'Username',
+        'Browser',
+        'Key Is Decrypted',
+        'App Bound Key Is Decrypted'
+      ];
+
+      const csvContent = [
+        headers.join(','),
+        ...data.map(record => [
+          `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          `"${(record.source || '').replace(/"/g, '""')}"`,
+          `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.browser || '').replace(/"/g, '""')}"`,
+          record.key_is_decrypted ? 'true' : 'false',
+          record.app_bound_key_is_decrypted ? 'true' : 'false'
+        ].join(','))
+      ].join('\n');
+
+      // Download the file
+      const blob = new Blob([csvContent], { type: 'text/csv;charset=utf-8;' });
+      const link = document.createElement('a');
+      const url = URL.createObjectURL(blob);
+      link.setAttribute('href', url);
+      link.setAttribute('download', `chromium_state_keys_${new Date().toISOString().split('T')[0]}.csv`);
+      link.style.visibility = 'hidden';
+      document.body.appendChild(link);
+      link.click();
+      document.body.removeChild(link);
+      URL.revokeObjectURL(url);
+
+    } catch (err) {
+      console.error('Error exporting CSV:', err);
+      alert(`Error exporting CSV: ${err.message}`);
+    } finally {
+      setIsExporting(false);
+    }
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
+    }
+
+    if (usernameFilter) {
+      params.set('username', usernameFilter);
+    }
+
+    if (browserFilter) {
+      params.set('browser', browserFilter);
+    }
+
+    if (keyIsDecryptedFilter) {
+      params.set('key_is_decrypted', keyIsDecryptedFilter);
+    }
+
+    if (appBoundKeyIsDecryptedFilter) {
+      params.set('app_bound_key_is_decrypted', appBoundKeyIsDecryptedFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [sourceFilter, usernameFilter, browserFilter, keyIsDecryptedFilter, appBoundKeyIsDecryptedFilter, sortColumn, sortDirection, setSearchParams]);
+
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+      
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetStateKeysCount($where: chromium_state_keys_bool_exp) {
+              chromium_state_keys_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause()
+          }
+        };
+
+        const countResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(countQuery)
+        });
+
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
+        }
+
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
+        }
+
+        const count = countResult.data.chromium_state_keys_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetStateKeysPaginated($where: chromium_state_keys_bool_exp, $limit: Int!, $offset: Int!, $order_by: [chromium_state_keys_order_by!]) {
+                chromium_state_keys(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  key_is_decrypted
+                  app_bound_key_is_decrypted
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetStateKeysAll($where: chromium_state_keys_bool_exp, $order_by: [chromium_state_keys_order_by!]) {
+                chromium_state_keys(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  originating_object_id
+                  source
+                  username
+                  browser
+                  key_is_decrypted
+                  app_bound_key_is_decrypted
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setRecords(dataResult.data.chromium_state_keys);
+      } catch (err) {
+        console.error('Error fetching chromium state keys:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [currentPage, sourceFilter, usernameFilter, browserFilter, keyIsDecryptedFilter, appBoundKeyIsDecryptedFilter, sortColumn, sortDirection]);
+
+  // Provide the CSV download button to the parent component
+  useEffect(() => {
+    if (renderActions) {
+      renderActions(
+        <button
+          onClick={handleExportCSV}
+          disabled={isExporting || isLoading || totalCount === 0}
+          className="flex items-center space-x-2 px-4 py-2 bg-blue-600 hover:bg-blue-700 disabled:bg-gray-400 text-white text-sm font-medium rounded-lg transition-colors disabled:cursor-not-allowed"
+          title={totalCount === 0 ? "No data to export" : `Export ${totalCount.toLocaleString()} records to CSV`}
+        >
+          {isExporting ? (
+            <>
+              <div className="animate-spin rounded-full h-4 w-4 border-b-2 border-white"></div>
+              <span>Exporting...</span>
+            </>
+          ) : (
+            <>
+              <Download className="w-4 h-4" />
+              <span>Download CSV</span>
+            </>
+          )}
+        </button>
+      );
+    }
+  }, [renderActions, isExporting, isLoading, totalCount]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by source"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by username"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={usernameFilter}
+              onChange={(e) => {
+                setUsernameFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by browser"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={browserFilter}
+              onChange={(e) => {
+                setBrowserFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <select
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={keyIsDecryptedFilter}
+              onChange={(e) => {
+                setKeyIsDecryptedFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            >
+              <option value="">Key Decrypted (All)</option>
+              <option value="true">Yes</option>
+              <option value="false">No</option>
+            </select>
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <select
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={appBoundKeyIsDecryptedFilter}
+              onChange={(e) => {
+                setAppBoundKeyIsDecryptedFilter(e.target.value);
+                setCurrentPage(1);
+              }}
+            >
+              <option value="">App Bound Key Decrypted (All)</option>
+              <option value="true">Yes</option>
+              <option value="false">No</option>
+            </select>
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} record{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${records.length})`}
+          </span>
+        </div>
+      </div>
+
+      {/* Error State */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading chromium state keys: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading State */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="originating_object_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-80"
+        >
+          Object ID
+        </SortableHeader>
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="username"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Username
+        </SortableHeader>
+        <SortableHeader
+          column="browser"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-32"
+        >
+          Browser
+        </SortableHeader>
+        <SortableHeader
+          column="key_is_decrypted"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-40"
+        >
+          Key Decrypted
+        </SortableHeader>
+        <SortableHeader
+          column="app_bound_key_is_decrypted"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-56"
+        >
+          App Bound Key Decrypted
+        </SortableHeader>
+      </div>
+
+      {!isLoading && !error && records.length === 0 && totalCount === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No chromium state keys found</h3>
+            <p className="max-w-md mx-auto">
+              No chromium state key records match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && records.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {records.map((record, index) => (
+                  <Row
+                    key={`${record.originating_object_id}-${index}`}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      records
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-180px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    height={height}
+                    width={width}
+                    itemCount={records.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      records
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+          
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
+      )}
+    </div>
+  );
+};
+
+export default ChromiumStateKeys;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Containers/Containers.jsx b/projects/frontend/src/components/Containers/Containers.jsx
new file mode 100644
index 0000000..b33a50f
--- /dev/null
+++ b/projects/frontend/src/components/Containers/Containers.jsx
@@ -0,0 +1,799 @@
+import React, { useCallback, useEffect, useState, useRef } from 'react';
+import { useSearchParams } from 'react-router-dom';
+import {
+  AlertTriangle,
+  CheckCircle,
+  Clock,
+  FileArchive,
+  Server,
+  Download,
+  AlertCircle,
+  Search,
+  Filter,
+  ArrowUpDown,
+  X,
+  HardDrive,
+  Activity
+} from 'lucide-react';
+
+// Custom tooltip component
+const CustomTooltip = ({ children, content }) => {
+  const [isVisible, setIsVisible] = useState(false);
+  const [position, setPosition] = useState('top');
+  const tooltipRef = useRef(null);
+  const containerRef = useRef(null);
+
+  const updatePosition = useCallback(() => {
+    if (containerRef.current && tooltipRef.current) {
+      const containerRect = containerRef.current.getBoundingClientRect();
+      const viewportHeight = window.innerHeight;
+      const viewportWidth = window.innerWidth;
+
+      // Check if there's enough space above
+      const spaceAbove = containerRect.top;
+      const spaceBelow = viewportHeight - containerRect.bottom;
+      const spaceOnRight = viewportWidth - containerRect.right;
+      const tooltipWidth = 300;
+      const tooltipHeight = 100;
+
+      if (spaceAbove > tooltipHeight) {
+        setPosition('top');
+      } else if (spaceBelow > tooltipHeight) {
+        setPosition('bottom');
+      } else if (spaceOnRight > tooltipWidth) {
+        setPosition('right');
+      } else {
+        setPosition('left');
+      }
+    }
+  }, []);
+
+  const handleMouseEnter = useCallback(() => {
+    setIsVisible(true);
+    setTimeout(updatePosition, 0);
+  }, [updatePosition]);
+
+  const handleMouseLeave = useCallback(() => {
+    setIsVisible(false);
+  }, []);
+
+  return (
+    <div
+      ref={containerRef}
+      className="relative"
+      onMouseEnter={handleMouseEnter}
+      onMouseLeave={handleMouseLeave}
+    >
+      {children}
+      {isVisible && (
+        <div
+          ref={tooltipRef}
+          className={`absolute z-50 p-3 text-sm bg-gray-800 text-white rounded shadow-lg whitespace-nowrap ${
+            position === 'top'
+              ? 'bottom-full mb-2 left-1/2 transform -translate-x-1/2'
+              : position === 'bottom'
+              ? 'top-full mt-2 left-1/2 transform -translate-x-1/2'
+              : position === 'right'
+              ? 'left-full ml-2 top-1/2 transform -translate-y-1/2'
+              : 'right-full mr-2 top-1/2 transform -translate-y-1/2'
+          }`}
+        >
+          {content}
+        </div>
+      )}
+    </div>
+  );
+};
+
+// Progress circle component
+const ProgressCircle = ({ percentage, size = 60, strokeWidth = 6, label, tooltip }) => {
+  const radius = (size - strokeWidth) / 2;
+  const circumference = radius * 2 * Math.PI;
+  const strokeDasharray = circumference;
+  const strokeDashoffset = circumference - (percentage / 100) * circumference;
+
+  const getColor = (percentage) => {
+    if (percentage === 100) return '#10B981'; // green
+    if (percentage >= 75) return '#3B82F6'; // blue
+    if (percentage >= 50) return '#F59E0B'; // amber
+    if (percentage >= 25) return '#EF4444'; // red
+    return '#6B7280'; // gray
+  };
+
+  const content = (
+    <div className="flex flex-col items-center">
+      <div className="relative" style={{ width: size, height: size }}>
+        <svg
+          className="transform -rotate-90"
+          width={size}
+          height={size}
+        >
+          <circle
+            cx={size / 2}
+            cy={size / 2}
+            r={radius}
+            stroke="#E5E7EB"
+            strokeWidth={strokeWidth}
+            fill="transparent"
+          />
+          <circle
+            cx={size / 2}
+            cy={size / 2}
+            r={radius}
+            stroke={getColor(percentage)}
+            strokeWidth={strokeWidth}
+            strokeDasharray={strokeDasharray}
+            strokeDashoffset={strokeDashoffset}
+            strokeLinecap="round"
+            fill="transparent"
+            className="transition-all duration-300 ease-in-out"
+          />
+        </svg>
+        <div className="absolute inset-0 flex items-center justify-center">
+          <span className="text-xs font-semibold text-gray-700 dark:text-gray-300">
+            {Math.round(percentage)}%
+          </span>
+        </div>
+      </div>
+      <span className="text-xs text-gray-600 dark:text-gray-400 mt-1 text-center">{label}</span>
+    </div>
+  );
+
+  return tooltip ? (
+    <CustomTooltip content={tooltip}>
+      {content}
+    </CustomTooltip>
+  ) : content;
+};
+
+// Status badge component
+const StatusBadge = ({ status }) => {
+  const getStatusConfig = (status) => {
+    switch (status) {
+      case 'completed':
+        return { icon: CheckCircle, className: 'bg-green-100 text-green-800 dark:bg-green-900 dark:text-green-200', label: 'Completed' };
+      case 'processing':
+        return { icon: Activity, className: 'bg-blue-100 text-blue-800 dark:bg-blue-900 dark:text-blue-200', label: 'Processing' };
+      case 'submitted':
+        return { icon: Clock, className: 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900 dark:text-yellow-200', label: 'Submitted' };
+      case 'failed':
+        return { icon: AlertTriangle, className: 'bg-red-100 text-red-800 dark:bg-red-900 dark:text-red-200', label: 'Failed' };
+      default:
+        return { icon: AlertCircle, className: 'bg-gray-100 text-gray-800 dark:bg-gray-900 dark:text-gray-200', label: status };
+    }
+  };
+
+  const { icon: Icon, className, label } = getStatusConfig(status);
+
+  return (
+    <span className={`inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium ${className}`}>
+      <Icon className="w-3 h-3 mr-1" />
+      {label}
+    </span>
+  );
+};
+
+// Container card component
+const ContainerCard = ({ container }) => {
+  const formatBytes = (bytes) => {
+    if (bytes === 0) return '0 B';
+    const k = 1024;
+    const sizes = ['B', 'KB', 'MB', 'GB', 'TB'];
+    const i = Math.floor(Math.log(bytes) / Math.log(k));
+    return parseFloat((bytes / Math.pow(k, i)).toFixed(2)) + ' ' + sizes[i];
+  };
+
+  const formatDate = (dateString) => {
+    if (!dateString) return 'N/A';
+    return new Date(dateString).toLocaleString();
+  };
+
+  const getProcessingTime = () => {
+    if (!container.processing_started_at) return 'Not started';
+
+    const start = new Date(container.processing_started_at);
+    const end = container.processing_completed_at ?
+      new Date(container.processing_completed_at) :
+      new Date();
+
+    const diffMs = end - start;
+    const diffMinutes = Math.floor(diffMs / 60000);
+    const diffSeconds = Math.floor((diffMs % 60000) / 1000);
+
+    if (diffMinutes > 0) {
+      return `${diffMinutes}m ${diffSeconds}s`;
+    }
+    return `${diffSeconds}s`;
+  };
+
+  const fileProgressPercentage = container.total_files_extracted > 0 ?
+    (container.workflows_completed / container.total_files_extracted) * 100 : 0;
+
+  const byteProgressPercentage = container.total_bytes_extracted > 0 ?
+    (container.total_bytes_processed / container.total_bytes_extracted) * 100 : 0;
+
+  return (
+    <div className="flex-shrink-0 w-80 bg-white dark:bg-gray-800 rounded-lg shadow-md border border-gray-200 dark:border-gray-700 p-4 mx-2">
+      {/* Header */}
+      <div className="mb-3">
+        <div className="flex items-center space-x-2 mb-2">
+          <FileArchive className="h-5 w-5 text-blue-500 flex-shrink-0" />
+          <div className="min-w-0 flex-1">
+            <h3 className="text-sm font-medium text-gray-900 dark:text-gray-100 truncate" title={container.original_filename || 'Unknown File'}>
+              {container.original_filename || 'Unknown File'}
+            </h3>
+            <p className="text-xs text-gray-500 dark:text-gray-400">
+              {container.container_type}
+            </p>
+          </div>
+        </div>
+        <div className="flex justify-end">
+          <StatusBadge status={container.status} />
+        </div>
+      </div>
+
+      {/* Metadata */}
+      <div className="space-y-2 mb-4">
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Agent:</span>
+          <span className="text-gray-900 dark:text-gray-100 font-mono">{container.agent_id || 'N/A'}</span>
+        </div>
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Source:</span>
+          <span className="text-gray-900 dark:text-gray-100 truncate ml-2">{container.source || 'N/A'}</span>
+        </div>
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Container ID:</span>
+          <span className="text-gray-900 dark:text-gray-100 font-mono">{container.container_id || 'N/A'}</span>
+        </div>
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Size:</span>
+          <span className="text-gray-900 dark:text-gray-100">{formatBytes(container.original_size || 0)}</span>
+        </div>
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Submitted:</span>
+          <span className="text-gray-900 dark:text-gray-100">{formatDate(container.submitted_at)}</span>
+        </div>
+        {container.processing_completed_at && (
+          <div className="flex justify-between text-xs">
+            <span className="text-gray-500 dark:text-gray-400">Completed:</span>
+            <span className="text-gray-900 dark:text-gray-100">{formatDate(container.processing_completed_at)}</span>
+          </div>
+        )}
+        <div className="flex justify-between text-xs">
+          <span className="text-gray-500 dark:text-gray-400">Processing Time:</span>
+          <span className="text-gray-900 dark:text-gray-100">{getProcessingTime()}</span>
+        </div>
+      </div>
+
+      {/* Progress Section */}
+      <div className="border-t border-gray-200 dark:border-gray-700 pt-4">
+        <div className="flex justify-around items-center mb-3">
+          <ProgressCircle
+            percentage={fileProgressPercentage}
+            label="Processed Files"
+            tooltip={
+              <div className="space-y-1">
+                <div className="font-medium">File Processing Progress</div>
+                <div>Processed: {container.workflows_completed?.toLocaleString() || 0}</div>
+                <div>Total Extracted: {container.total_files_extracted?.toLocaleString() || 0}</div>
+                <div>Progress: {Math.round(fileProgressPercentage)}%</div>
+              </div>
+            }
+          />
+
+          <ProgressCircle
+            percentage={byteProgressPercentage}
+            label="Processed Bytes"
+            tooltip={
+              <div className="space-y-1">
+                <div className="font-medium">Byte Processing Progress</div>
+                <div>Processed: {formatBytes(container.total_bytes_processed || 0)}</div>
+                <div>Total Extracted: {formatBytes(container.total_bytes_extracted || 0)}</div>
+                <div>Progress: {Math.round(byteProgressPercentage)}%</div>
+              </div>
+            }
+          />
+        </div>
+
+        {/* Failed workflows counter */}
+        {container.workflows_failed > 0 && (
+          <div className="flex items-center justify-center space-x-2 bg-red-50 dark:bg-red-900/20 rounded p-2">
+            <AlertTriangle className="h-4 w-4 text-red-500" />
+            <span className="text-sm text-red-600 dark:text-red-400">
+              {container.workflows_failed} Failed File Workflows
+            </span>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+};
+
+// Filter and sort controls
+const FilterControls = ({ filters, onFilterChange, sortBy, sortOrder, onSortChange }) => {
+  const [showFilters, setShowFilters] = useState(false);
+
+  const sortOptions = [
+    { value: 'submitted_at', label: 'Time Submitted' },
+    { value: 'original_filename', label: 'File Path' },
+    { value: 'agent_id', label: 'Agent ID' },
+    { value: 'source', label: 'Source' },
+    { value: 'status', label: 'Status' },
+    { value: 'original_size', label: 'File Size' }
+  ];
+
+  const statusOptions = ['processing', 'extracted', 'workflows_complete', 'failed'];
+
+  return (
+    <div className="bg-white dark:bg-gray-800 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700 p-4 mb-6">
+      <div className="flex items-center justify-between mb-4">
+        <h2 className="text-lg font-semibold text-gray-800 dark:text-gray-200">Container Processing</h2>
+        <div className="flex items-center space-x-2">
+          <button
+            onClick={() => setShowFilters(!showFilters)}
+            className="flex items-center space-x-1 px-3 py-2 text-sm bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 rounded-md hover:bg-gray-200 dark:hover:bg-gray-600"
+          >
+            <Filter className="h-4 w-4" />
+            <span>Filters</span>
+          </button>
+
+          <div className="flex items-center space-x-2">
+            <select
+              value={sortBy}
+              onChange={(e) => onSortChange(e.target.value, sortOrder)}
+              className="px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            >
+              {sortOptions.map(option => (
+                <option key={option.value} value={option.value}>{option.label}</option>
+              ))}
+            </select>
+
+            <button
+              onClick={() => onSortChange(sortBy, sortOrder === 'asc' ? 'desc' : 'asc')}
+              className="p-2 text-gray-500 hover:text-gray-700 dark:text-gray-400 dark:hover:text-gray-200"
+            >
+              <ArrowUpDown className="h-4 w-4" />
+            </button>
+          </div>
+        </div>
+      </div>
+
+      {showFilters && (
+        <div className="grid grid-cols-1 md:grid-cols-6 gap-4 pt-4 border-t border-gray-200 dark:border-gray-700">
+          <div>
+            <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+              File Path
+            </label>
+            <input
+              type="text"
+              value={filters.original_filename || ''}
+              onChange={(e) => onFilterChange('original_filename', e.target.value)}
+              placeholder="Filter by filename..."
+              className="w-full px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            />
+          </div>
+
+          <div>
+            <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+              Agent ID
+            </label>
+            <input
+              type="text"
+              value={filters.agent_id || ''}
+              onChange={(e) => onFilterChange('agent_id', e.target.value)}
+              placeholder="Filter by agent..."
+              className="w-full px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            />
+          </div>
+
+          <div>
+            <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+              Source
+            </label>
+            <input
+              type="text"
+              value={filters.source || ''}
+              onChange={(e) => onFilterChange('source', e.target.value)}
+              placeholder="Filter by source..."
+              className="w-full px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            />
+          </div>
+
+          <div>
+            <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+              Container ID
+            </label>
+            <input
+              type="text"
+              value={filters.container_id || ''}
+              onChange={(e) => onFilterChange('container_id', e.target.value)}
+              placeholder="Enter complete UUID..."
+              className="w-full px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            />
+          </div>
+
+          <div>
+            <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+              Status
+            </label>
+            <select
+              value={filters.status || ''}
+              onChange={(e) => onFilterChange('status', e.target.value)}
+              className="w-full px-3 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+            >
+              <option value="">All statuses</option>
+              {statusOptions.map(status => (
+                <option key={status} value={status}>{status}</option>
+              ))}
+            </select>
+          </div>
+
+          <div className="flex items-end">
+            <button
+              onClick={() => onFilterChange('reset', null)}
+              className="flex items-center space-x-1 px-3 py-2 text-sm text-gray-600 dark:text-gray-400 hover:text-gray-800 dark:hover:text-gray-200"
+            >
+              <X className="h-4 w-4" />
+              <span>Clear</span>
+            </button>
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
+
+// Main Containers component
+const Containers = () => {
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [containers, setContainers] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [lastUpdated, setLastUpdated] = useState(null);
+  const [hasMore, setHasMore] = useState(true);
+  const [page, setPage] = useState(0);
+  const scrollContainerRef = useRef(null);
+
+  // Filter and sort state initialized from URL parameters
+  const [filters, setFilters] = useState(() => ({
+    original_filename: searchParams.get('filename') || '',
+    agent_id: searchParams.get('agent_id') || '',
+    source: searchParams.get('source') || '',
+    status: searchParams.get('status') || '',
+    container_id: searchParams.get('container_id') || ''
+  }));
+  const [sortBy, setSortBy] = useState(() => searchParams.get('sort_by') || 'submitted_at');
+  const [sortOrder, setSortOrder] = useState(() => searchParams.get('sort_order') || 'desc');
+
+  const POLL_INTERVAL = 5000; // Poll every 5 seconds
+  const PAGE_SIZE = 20;
+
+
+  const fetchContainers = useCallback(async (pageNum = 0, reset = false) => {
+    try {
+      // Build filter variables instead of inline conditions
+      const variables = {
+        limit: PAGE_SIZE,
+        offset: pageNum * PAGE_SIZE
+      };
+
+      // Build where conditions as GraphQL variables
+      const whereConditions = [];
+
+      if (filters.original_filename) {
+        whereConditions.push({ original_filename: { _ilike: `%${filters.original_filename}%` } });
+      }
+      if (filters.agent_id) {
+        whereConditions.push({ agent_id: { _ilike: `%${filters.agent_id}%` } });
+      }
+      if (filters.source) {
+        whereConditions.push({ source: { _ilike: `%${filters.source}%` } });
+      }
+      if (filters.status) {
+        whereConditions.push({ status: { _eq: filters.status } });
+      }
+      if (filters.container_id) {
+        // Only filter when we have a complete UUID to avoid casting errors
+        // Check if it's a valid UUID format (8-4-4-4-12 hex characters)
+        const uuidRegex = /^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$/i;
+        if (uuidRegex.test(filters.container_id)) {
+          whereConditions.push({ container_id: { _eq: filters.container_id } });
+        }
+        // If we want to support partial matching, we'd need a computed field or custom function in Hasura
+      }
+
+      // Only add where clause if we have conditions
+      if (whereConditions.length > 0) {
+        variables.where = { _and: whereConditions };
+      }
+
+      // Build order by
+      variables.order_by = { [sortBy]: sortOrder };
+
+      const query = `
+        query GetContainers($where: container_processing_bool_exp, $order_by: [container_processing_order_by!], $limit: Int!, $offset: Int!) {
+          container_processing(
+            where: $where
+            order_by: $order_by
+            limit: $limit
+            offset: $offset
+          ) {
+            container_id
+            container_type
+            original_filename
+            original_size
+            agent_id
+            source
+            project
+            status
+            total_files_extracted
+            total_bytes_extracted
+            submitted_at
+            processing_started_at
+            processing_completed_at
+            error_message
+            workflows_completed
+            workflows_failed
+            workflows_total
+            total_bytes_processed
+          }
+        }
+      `;
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify({
+          query,
+          variables
+        })
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+
+      if (result.errors) {
+        console.error('GraphQL errors:', result.errors);
+        throw new Error(result.errors[0].message);
+      }
+
+      const newContainers = result.data.container_processing || [];
+
+      if (reset || pageNum === 0) {
+        setContainers(newContainers);
+      } else {
+        setContainers(prev => [...prev, ...newContainers]);
+      }
+
+      setHasMore(newContainers.length === PAGE_SIZE);
+      setLastUpdated(new Date());
+      setError(null);
+    } catch (err) {
+      console.error('Error fetching containers:', err);
+      setError(err.message);
+    } finally {
+      setIsLoading(false);
+    }
+  }, [filters, sortBy, sortOrder]);
+
+
+  // Handle filter changes
+  const handleFilterChange = useCallback((key, value) => {
+    if (key === 'reset') {
+      setFilters({});
+    } else {
+      setFilters(prev => ({
+        ...prev,
+        [key]: value || undefined
+      }));
+    }
+    setPage(0);
+  }, []);
+
+  // Handle sort changes
+  const handleSortChange = useCallback((newSortBy, newSortOrder) => {
+    setSortBy(newSortBy);
+    setSortOrder(newSortOrder);
+    setPage(0);
+  }, []);
+
+  // Update URL parameters when filters change
+  useEffect(() => {
+    const params = new URLSearchParams();
+    if (filters.original_filename) {
+      params.set('filename', filters.original_filename);
+    }
+    if (filters.agent_id) {
+      params.set('agent_id', filters.agent_id);
+    }
+    if (filters.source) {
+      params.set('source', filters.source);
+    }
+    if (filters.status) {
+      params.set('status', filters.status);
+    }
+    if (filters.container_id) {
+      params.set('container_id', filters.container_id);
+    }
+    if (sortBy !== 'submitted_at') {
+      params.set('sort_by', sortBy);
+    }
+    if (sortOrder !== 'desc') {
+      params.set('sort_order', sortOrder);
+    }
+    
+    // Use replace: true to avoid adding to browser history for every filter change
+    setSearchParams(params, { replace: true });
+  }, [filters, sortBy, sortOrder, setSearchParams]);
+
+  // Watch for URL changes and update the state
+  useEffect(() => {
+    const filenameParam = searchParams.get('filename');
+    const agentIdParam = searchParams.get('agent_id');
+    const sourceParam = searchParams.get('source');
+    const statusParam = searchParams.get('status');
+    const containerIdParam = searchParams.get('container_id');
+    const sortByParam = searchParams.get('sort_by');
+    const sortOrderParam = searchParams.get('sort_order');
+
+    setFilters({
+      original_filename: filenameParam || '',
+      agent_id: agentIdParam || '',
+      source: sourceParam || '',
+      status: statusParam || '',
+      container_id: containerIdParam || ''
+    });
+    setSortBy(sortByParam || 'submitted_at');
+    setSortOrder(sortOrderParam || 'desc');
+  }, [searchParams]);
+
+  // Handle infinite scroll
+  const handleScroll = useCallback(() => {
+    if (!scrollContainerRef.current || isLoading || !hasMore) return;
+
+    const { scrollLeft, scrollWidth, clientWidth } = scrollContainerRef.current;
+    const scrollPercentage = (scrollLeft + clientWidth) / scrollWidth;
+
+    if (scrollPercentage > 0.8) {
+      const nextPage = page + 1;
+      setPage(nextPage);
+      fetchContainers(nextPage, false);
+    }
+  }, [isLoading, hasMore, page, fetchContainers]);
+
+  // Initial fetch and polling
+  useEffect(() => {
+    fetchContainers(0, true);
+
+    const intervalId = setInterval(() => {
+      fetchContainers(0, true);
+    }, POLL_INTERVAL);
+
+    return () => clearInterval(intervalId);
+  }, [fetchContainers]);
+
+  // Scroll event listener
+  useEffect(() => {
+    const scrollContainer = scrollContainerRef.current;
+    if (scrollContainer) {
+      scrollContainer.addEventListener('scroll', handleScroll);
+      return () => scrollContainer.removeEventListener('scroll', handleScroll);
+    }
+  }, [handleScroll]);
+
+  // Visibility change handler
+  useEffect(() => {
+    const handleVisibilityChange = () => {
+      if (!document.hidden) {
+        fetchContainers(0, true);
+      }
+    };
+
+    document.addEventListener('visibilitychange', handleVisibilityChange);
+    return () => document.removeEventListener('visibilitychange', handleVisibilityChange);
+  }, [fetchContainers]);
+
+  if (error) {
+    return (
+      <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 transition-colors">
+        <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+        <div className="flex flex-col">
+          <span className="text-red-600 dark:text-red-400">Error loading containers: {error}</span>
+          <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="space-y-6 p-6">
+      <div className="flex justify-between items-center">
+        <h1 className="text-2xl font-bold text-gray-800 dark:text-white">Container Processing</h1>
+        <div className="text-sm text-gray-500 dark:text-gray-400 flex items-center space-x-1">
+          <Clock className="w-4 h-4" />
+          <span>{lastUpdated ? `Last updated: ${lastUpdated.toLocaleTimeString()}` : 'Updating...'}</span>
+        </div>
+      </div>
+
+      <FilterControls
+        filters={filters}
+        onFilterChange={handleFilterChange}
+        sortBy={sortBy}
+        sortOrder={sortOrder}
+        onSortChange={handleSortChange}
+      />
+
+      {/* Container cards with horizontal scroll */}
+      <div className="relative">
+        <div
+          ref={scrollContainerRef}
+          className="flex overflow-x-auto space-x-0 pb-4 scrollbar-thin scrollbar-thumb-gray-300 dark:scrollbar-thumb-gray-600 scrollbar-track-transparent"
+          style={{ scrollbarWidth: 'thin' }}
+        >
+          {isLoading && containers.length === 0 ? (
+            <div className="flex justify-center items-center w-full py-8">
+              <div className="animate-spin h-8 w-8 border-2 border-blue-500 rounded-full border-t-transparent" />
+            </div>
+          ) : containers.length > 0 ? (
+            <>
+              {containers.map((container) => (
+                <ContainerCard key={container.container_id} container={container} />
+              ))}
+              {hasMore && (
+                <div className="flex-shrink-0 w-80 flex items-center justify-center mx-2">
+                  <div className="animate-spin h-6 w-6 border-2 border-blue-500 rounded-full border-t-transparent" />
+                </div>
+              )}
+            </>
+          ) : (
+            <div className="w-full text-center py-8 text-gray-500 dark:text-gray-400">
+              No containers found matching the current filters.
+            </div>
+          )}
+        </div>
+      </div>
+
+      {/* Summary stats */}
+      {containers.length > 0 && (
+        <div className="grid grid-cols-1 md:grid-cols-4 gap-4 mt-6">
+          <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+            <div className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+              {containers.length}
+            </div>
+            <div className="text-sm text-gray-600 dark:text-gray-400">Total Containers</div>
+          </div>
+
+          <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+            <div className="text-2xl font-bold text-green-600 dark:text-green-400">
+              {containers.filter(c => c.status === 'completed' || c.status === 'workflows_complete').length}
+            </div>
+            <div className="text-sm text-gray-600 dark:text-gray-400">Completed Containers</div>
+          </div>
+
+          <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+            <div className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+              {containers.filter(c => c.status === 'processing' || c.status === 'extracted').length}
+            </div>
+            <div className="text-sm text-gray-600 dark:text-gray-400">Processing Containers</div>
+          </div>
+
+          <div className="bg-white dark:bg-gray-800 p-4 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+            <div className="text-2xl font-bold text-red-600 dark:text-red-400">
+              {containers.filter(c => c.status === 'failed').length}
+            </div>
+            <div className="text-sm text-gray-600 dark:text-gray-400">Failed Containers</div>
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
+
+export default Containers;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Dashboard/StatsOverview.jsx b/projects/frontend/src/components/Dashboard/StatsOverview.jsx
index eaad346..56e25c2 100644
--- a/projects/frontend/src/components/Dashboard/StatsOverview.jsx
+++ b/projects/frontend/src/components/Dashboard/StatsOverview.jsx
@@ -161,6 +161,9 @@ const StatsOverview = () => {
   const [enrichmentError, setEnrichmentError] = useState(null);
   const [failedWorkflowsError, setFailedWorkflowsError] = useState(null);
   const [timeSeriesError, setTimeSeriesError] = useState(null);
+  const [queueStats, setQueueStats] = useState(null);
+  const [isQueueLoading, setIsQueueLoading] = useState(true);
+  const [queueError, setQueueError] = useState(null);
   const [lastUpdated, setLastUpdated] = useState(null);
 
 
@@ -176,7 +179,7 @@ const StatsOverview = () => {
                 count
               }
             }
-            submitted_files: files_enriched_aggregate(
+            processed_files: files_enriched_aggregate(
               where: { originating_object_id: { _is_null: true } }
             ) {
               aggregate {
@@ -297,7 +300,7 @@ const StatsOverview = () => {
 
       setStats({
         totalFiles: result.data.files_enriched_aggregate.aggregate.count,
-        submittedFiles: result.data.submitted_files.aggregate.count,
+        processedFiles: result.data.processed_files.aggregate.count,
         containersProcessed: result.data.containers_processed.aggregate.count,
         unviewedFiles: result.data.unviewed_files.aggregate.count,
         totalFindings: result.data.findings_aggregate.aggregate.count,
@@ -485,18 +488,39 @@ const StatsOverview = () => {
     }
   }, []);
 
+  const fetchQueueStats = useCallback(async () => {
+    try {
+      const response = await fetch('/api/queues/file');
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const data = await response.json();
+      setQueueStats(data);
+      setQueueError(null);
+    } catch (err) {
+      console.error('Error fetching queue stats:', err);
+      setQueueError(err.message);
+    } finally {
+      setIsQueueLoading(false);
+    }
+  }, []);
+
   useEffect(() => {
     // Initial fetch for all data sources
     fetchStats();
     fetchEnrichmentStatus();
     fetchFailedWorkflows();
     fetchTimeSeriesData();
+    fetchQueueStats();
 
     // Set up polling interval for all
     const statsIntervalId = setInterval(fetchStats, POLL_INTERVAL);
     const enrichmentIntervalId = setInterval(fetchEnrichmentStatus, POLL_INTERVAL);
     const failedWorkflowsIntervalId = setInterval(fetchFailedWorkflows, POLL_INTERVAL);
     const timeSeriesIntervalId = setInterval(fetchTimeSeriesData, POLL_INTERVAL);
+    const queueStatsIntervalId = setInterval(fetchQueueStats, POLL_INTERVAL);
 
     // Cleanup intervals on component unmount
     return () => {
@@ -504,8 +528,9 @@ const StatsOverview = () => {
       clearInterval(enrichmentIntervalId);
       clearInterval(failedWorkflowsIntervalId);
       clearInterval(timeSeriesIntervalId);
+      clearInterval(queueStatsIntervalId);
     };
-  }, [fetchStats, fetchEnrichmentStatus, fetchFailedWorkflows, fetchTimeSeriesData]);
+  }, [fetchStats, fetchEnrichmentStatus, fetchFailedWorkflows, fetchTimeSeriesData, fetchQueueStats]);
 
   // Add visibility change handler to pause/resume polling when tab is hidden
   useEffect(() => {
@@ -516,12 +541,13 @@ const StatsOverview = () => {
         fetchEnrichmentStatus();
         fetchFailedWorkflows();
         fetchTimeSeriesData();
+        fetchQueueStats();
       }
     };
 
     document.addEventListener('visibilitychange', handleVisibilityChange);
     return () => document.removeEventListener('visibilitychange', handleVisibilityChange);
-  }, [fetchStats, fetchEnrichmentStatus, fetchFailedWorkflows, fetchTimeSeriesData]);
+  }, [fetchStats, fetchEnrichmentStatus, fetchFailedWorkflows, fetchTimeSeriesData, fetchQueueStats]);
 
 
 
@@ -576,19 +602,18 @@ const StatsOverview = () => {
           <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mb-4">
             <StatCard
               title="Total Submitted Files"
-              value={stats?.submittedFiles ?? 0}
+              value={stats?.processedFiles ?? 0}
               icon={FileText}
               isLoading={isLoading}
               onClick={() => handleNavigation('/files')}
               tooltip="Total files submitted to Nemesis"
             />
             <StatCard
-              title="Total Processed Files"
-              value={stats?.totalFiles ?? 0}
+              title="Total Derived Files"
+              value={stats ? (stats.totalFiles - stats.processedFiles) : 0}
               icon={Layers}
               isLoading={isLoading}
-              onClick={() => handleNavigation('/files')}
-              tooltip="Total files processed by Nemesis, including derived files"
+              tooltip="Files derived from processing submitted files (Total Processed - Total Submitted)"
             />
             <StatCard
               title="Unviewed Files"
@@ -730,13 +755,13 @@ const StatsOverview = () => {
             />
             <StatCard
               title="Queued Files"
-              value={enrichmentStats?.queued_files ?? 0}
+              value={queueStats?.metrics?.ready_messages ?? 0}
               icon={Clock}
-              isLoading={isEnrichmentLoading}
-              tooltip="Files internally queued by the File Enrichment service"
+              isLoading={isQueueLoading}
+              tooltip="Files ready to be processed in the pub/sub queue"
             />
             <StatCard
-              title="Completed Files"
+              title="Completed Workflows"
               value={enrichmentStats?.metrics?.completed_count ?? 0}
               icon={FileText}
               isLoading={isEnrichmentLoading}
@@ -873,6 +898,17 @@ const StatsOverview = () => {
           </div>
         </div>
       )}
+
+      {queueError && (
+        <div className="p-4 bg-yellow-50 dark:bg-yellow-900/20 rounded-lg flex items-center space-x-2 transition-colors mt-4">
+          <AlertTriangle className="w-5 h-5 text-yellow-500 dark:text-yellow-400" />
+          <div className="flex flex-col">
+            <span className="text-yellow-600 dark:text-yellow-400">
+              Warning: Queue metrics unavailable: {queueError}
+            </span>
+          </div>
+        </div>
+      )}
     </div>
   );
 };
diff --git a/projects/frontend/src/components/FileBrowser/FileBrowser.jsx b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
new file mode 100644
index 0000000..a7156b8
--- /dev/null
+++ b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
@@ -0,0 +1,604 @@
+import React, { useState, useEffect, useCallback } from 'react';
+import { 
+  Folder, 
+  File, 
+  ArrowLeft, 
+  Home, 
+  ChevronRight, 
+  AlertTriangle, 
+  Clock, 
+  CheckCircle, 
+  XCircle, 
+  HardDrive,
+  Search,
+  List,
+  FolderTree
+} from 'lucide-react';
+
+// Status badge component
+const StatusBadge = ({ status, count }) => {
+  const configs = {
+    collected: { icon: CheckCircle, className: 'bg-green-100 text-green-800 dark:bg-green-900 dark:text-green-200', label: 'Collected' },
+    needs_to_be_collected: { icon: Clock, className: 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900 dark:text-yellow-200', label: 'Needs Collection' },
+    not_exists: { icon: XCircle, className: 'bg-red-100 text-red-800 dark:bg-red-900 dark:text-red-200', label: 'Not Found' },
+    not_wanted: { icon: AlertTriangle, className: 'bg-gray-100 text-gray-800 dark:bg-gray-900 dark:text-gray-200', label: 'Not Wanted' }
+  };
+
+  const config = configs[status] || { icon: File, className: 'bg-gray-100 text-gray-800 dark:bg-gray-900 dark:text-gray-200', label: status };
+  const Icon = config.icon;
+
+  return (
+    <div className="flex items-center justify-between">
+      <span className={`inline-flex items-center px-2.5 py-0.5 rounded-full text-xs font-medium ${config.className}`}>
+        <Icon className="w-3 h-3 mr-1" />
+        {config.label}
+      </span>
+      {count && (
+        <span className="text-sm font-semibold text-gray-600 dark:text-gray-400">
+          {count.toLocaleString()}
+        </span>
+      )}
+    </div>
+  );
+};
+
+// Source card component
+const SourceCard = ({ source, totalFiles, statusCounts, onSourceClick }) => {
+  const formatNumber = (num) => {
+    if (num >= 1000000) return `${(num / 1000000).toFixed(1)}M`;
+    if (num >= 1000) return `${(num / 1000).toFixed(1)}K`;
+    return num.toString();
+  };
+
+  return (
+    <div 
+      onClick={() => onSourceClick(source)}
+      className="bg-white dark:bg-gray-800 rounded-lg shadow-md border border-gray-200 dark:border-gray-700 p-4 cursor-pointer hover:shadow-lg transition-shadow"
+    >
+      <div className="mb-3">
+        <div className="flex items-center space-x-2 mb-2">
+          <HardDrive className="h-5 w-5 text-blue-500 flex-shrink-0" />
+          <div className="min-w-0 flex-1">
+            <h3 className="text-sm font-medium text-gray-900 dark:text-gray-100 truncate" title={source}>
+              {source}
+            </h3>
+            <p className="text-xs text-gray-500 dark:text-gray-400">
+              {formatNumber(totalFiles)} files
+            </p>
+          </div>
+        </div>
+      </div>
+      <div className="space-y-2">
+        {Object.entries(statusCounts).map(([status, count]) => 
+          count > 0 && <StatusBadge key={status} status={status} count={count} />
+        )}
+      </div>
+    </div>
+  );
+};
+
+// Breadcrumb navigation
+const Breadcrumb = ({ currentPath, onNavigate }) => {
+  const pathParts = currentPath ? currentPath.split('/').filter(Boolean) : [];
+  
+  return (
+    <div className="flex items-center space-x-1 text-sm text-gray-600 dark:text-gray-400 mb-4">
+      <button 
+        onClick={() => onNavigate('')}
+        className="flex items-center hover:text-blue-600 dark:hover:text-blue-400"
+      >
+        <Home className="w-4 h-4 mr-1" />
+        Root
+      </button>
+      
+      {pathParts.map((part, index) => {
+        const partialPath = pathParts.slice(0, index + 1).join('/');
+        const isLast = index === pathParts.length - 1;
+        
+        return (
+          <React.Fragment key={index}>
+            <ChevronRight className="w-4 h-4" />
+            <button 
+              onClick={() => !isLast && onNavigate(partialPath)}
+              className={`hover:text-blue-600 dark:hover:text-blue-400 ${
+                isLast ? 'text-gray-900 dark:text-gray-100 font-medium' : ''
+              }`}
+            >
+              {part}
+            </button>
+          </React.Fragment>
+        );
+      })}
+    </div>
+  );
+};
+
+// File/Folder item component
+const FileItem = ({ item, onItemClick, onFileClick }) => {
+  const isFile = item.item_type === 'file';
+  const Icon = isFile ? File : Folder;
+  
+  const handleClick = () => {
+    if (isFile && item.status === 'collected' && item.object_id) {
+      onFileClick(item.object_id);
+    } else if (!isFile) {
+      onItemClick(item.path);
+    }
+  };
+
+  return (
+    <div 
+      onClick={handleClick}
+      className={`
+        flex items-center justify-between p-3 border-b border-gray-200 dark:border-gray-700 
+        cursor-pointer hover:bg-gray-50 dark:hover:bg-gray-700 transition-colors
+        ${isFile && item.status === 'collected' && item.object_id ? 'hover:bg-blue-50 dark:hover:bg-blue-900/20' : ''}
+      `}
+    >
+      <div className="flex items-center space-x-3 min-w-0 flex-1">
+        <Icon className={`w-5 h-5 ${isFile ? 'text-gray-500' : 'text-blue-500'} flex-shrink-0`} />
+        <span className="text-sm text-gray-900 dark:text-gray-100 truncate" title={item.name}>
+          {item.name}
+        </span>
+      </div>
+      
+      {isFile && <StatusBadge status={item.status} />}
+    </div>
+  );
+};
+
+// Simple file path item for collection list view
+const FilePathItem = ({ filePath }) => {
+  return (
+    <div className="p-2 border-b border-gray-100 dark:border-gray-700 hover:bg-gray-50 dark:hover:bg-gray-700">
+      <div className="flex items-center space-x-2">
+        <Clock className="w-4 h-4 text-yellow-500 flex-shrink-0" />
+        <span className="text-sm text-gray-900 dark:text-gray-100 font-mono break-all">
+          {filePath}
+        </span>
+      </div>
+    </div>
+  );
+};
+
+// Main FileBrowser component
+const FileBrowser = () => {
+  const [sources, setSources] = useState([]);
+  const [selectedSource, setSelectedSource] = useState(null);
+  const [currentPath, setCurrentPath] = useState('');
+  const [items, setItems] = useState([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [searchTerm, setSearchTerm] = useState('');
+  const [showCollectionList, setShowCollectionList] = useState(false);
+  const [collectionPaths, setCollectionPaths] = useState([]);
+
+  // Efficient single-query approach for sources and their counts
+  const fetchSources = useCallback(async () => {
+    try {
+      setLoading(true);
+      setError(null);
+
+      // Single query to get all data we need
+      const query = {
+        query: `
+          query GetSourcesAndCounts {
+            file_listings {
+              source
+              status
+            }
+          }
+        `
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(query)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      // Process data efficiently in memory
+      const sourceData = {};
+      result.data.file_listings.forEach(({ source, status }) => {
+        if (!sourceData[source]) {
+          sourceData[source] = { total: 0, statusCounts: {} };
+        }
+        sourceData[source].total++;
+        sourceData[source].statusCounts[status] = (sourceData[source].statusCounts[status] || 0) + 1;
+      });
+
+      const sourcesArray = Object.entries(sourceData).map(([source, data]) => ({
+        source,
+        totalFiles: data.total,
+        statusCounts: data.statusCounts
+      }));
+
+      setSources(sourcesArray);
+    } catch (err) {
+      console.error('Error fetching sources:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  }, []);
+
+  // Efficient path contents fetching with smart filtering
+  const fetchPathContents = useCallback(async (source, path) => {
+    try {
+      setLoading(true);
+      setError(null);
+
+      // Use LIKE patterns for efficient database filtering
+      const pathPrefix = path === '' ? '' : `${path}/`;
+      const pathPattern = path === '' ? '%' : `${path}/%`;
+
+      const query = {
+        query: `
+          query GetPathContents($source: String!, $path_pattern: String!) {
+            file_listings(
+              where: {
+                source: {_eq: $source},
+                path: {_like: $path_pattern}
+              },
+              order_by: {path: asc}
+            ) {
+              path
+              object_id
+              status
+            }
+          }
+        `,
+        variables: { source, path_pattern: pathPattern }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(query)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      // Efficiently process paths to extract immediate children only
+      const childrenMap = new Map();
+      const currentLevel = path === '' ? 0 : path.split('/').length;
+
+      result.data.file_listings.forEach(item => {
+        const itemPath = item.path;
+        const pathParts = itemPath.split('/');
+        
+        // Only process items at the next level down
+        if (pathParts.length === currentLevel + 1 || 
+           (pathParts.length > currentLevel + 1 && pathParts.slice(0, currentLevel + 1).join('/') === (path === '' ? pathParts[0] : `${path}/${pathParts[currentLevel]}`))) {
+          
+          const childName = pathParts[currentLevel];
+          const childPath = pathParts.slice(0, currentLevel + 1).join('/');
+          
+          if (!childrenMap.has(childName)) {
+            const isFile = pathParts.length === currentLevel + 1;
+            childrenMap.set(childName, {
+              source,
+              path: childPath,
+              item_type: isFile ? 'file' : 'folder',
+              object_id: isFile ? item.object_id : null,
+              status: isFile ? item.status : 'folder',
+              name: childName
+            });
+          }
+        }
+      });
+
+      const processedItems = Array.from(childrenMap.values());
+      processedItems.sort((a, b) => {
+        if (a.item_type !== b.item_type) {
+          return a.item_type === 'folder' ? -1 : 1;
+        }
+        return a.name.localeCompare(b.name);
+      });
+
+      setItems(processedItems);
+    } catch (err) {
+      console.error('Error fetching path contents:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  }, []);
+
+  // Fetch all files that need to be collected for a source
+  const fetchCollectionPaths = useCallback(async (source) => {
+    try {
+      setLoading(true);
+      setError(null);
+
+      const query = {
+        query: `
+          query GetCollectionPaths($source: String!) {
+            file_listings(
+              where: {
+                source: {_eq: $source},
+                status: {_eq: "needs_to_be_collected"}
+              },
+              order_by: {path: asc}
+            ) {
+              path
+            }
+          }
+        `,
+        variables: { source }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(query)
+      });
+
+      if (!response.ok) {
+        throw new Error(`Network response error: ${response.status}`);
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      const paths = result.data.file_listings.map(item => item.path);
+      setCollectionPaths(paths);
+    } catch (err) {
+      console.error('Error fetching collection paths:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  }, []);
+
+  // Effects and handlers
+  useEffect(() => {
+    fetchSources();
+  }, [fetchSources]);
+
+  useEffect(() => {
+    if (selectedSource) {
+      if (showCollectionList) {
+        fetchCollectionPaths(selectedSource);
+      } else {
+        fetchPathContents(selectedSource, currentPath);
+      }
+    }
+  }, [selectedSource, currentPath, showCollectionList, fetchPathContents, fetchCollectionPaths]);
+
+  const handleSourceClick = (source) => {
+    setSelectedSource(source);
+    setCurrentPath('');
+  };
+
+  const handleBackToSources = () => {
+    setSelectedSource(null);
+    setCurrentPath('');
+    setItems([]);
+    setShowCollectionList(false);
+    setCollectionPaths([]);
+  };
+
+  const handlePathNavigate = (path) => {
+    setCurrentPath(path);
+  };
+
+  const handleItemClick = (path) => {
+    setCurrentPath(path);
+  };
+
+  const handleFileClick = (objectId) => {
+    window.open(`/files/${objectId}`, '_blank');
+  };
+
+  const handleToggleView = () => {
+    setShowCollectionList(!showCollectionList);
+    setSearchTerm(''); // Clear search when switching views
+  };
+
+  // Filter items based on search term
+  const filteredItems = items.filter(item =>
+    item.name.toLowerCase().includes(searchTerm.toLowerCase())
+  );
+
+  // Filter collection paths based on search term
+  const filteredCollectionPaths = collectionPaths.filter(path =>
+    path.toLowerCase().includes(searchTerm.toLowerCase())
+  );
+
+  if (error) {
+    return (
+      <div className="space-y-6 p-6">
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading file browser: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="space-y-6 p-6">
+      <div className="flex justify-between items-center">
+        <div className="flex items-center space-x-4">
+          {selectedSource && (
+            <button 
+              onClick={handleBackToSources}
+              className="flex items-center space-x-2 px-3 py-2 text-sm bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 rounded-md hover:bg-gray-200 dark:hover:bg-gray-600"
+            >
+              <ArrowLeft className="h-4 w-4" />
+              <span>Back to Sources</span>
+            </button>
+          )}
+          
+          <h1 className="text-2xl font-bold text-gray-800 dark:text-white">
+            {selectedSource ? `Files - ${selectedSource}` : 'File Browser'}
+          </h1>
+        </div>
+        
+        {selectedSource && (
+          <div className="flex items-center space-x-4">
+            {/* View Toggle */}
+            <div className="flex items-center space-x-3">
+              <span className="text-sm text-gray-600 dark:text-gray-400">View:</span>
+              <button
+                onClick={handleToggleView}
+                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${
+                  !showCollectionList
+                    ? 'bg-blue-100 dark:bg-blue-900/30 text-blue-700 dark:text-blue-300'
+                    : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
+                }`}
+              >
+                <FolderTree className="w-4 h-4" />
+                <span>Tree</span>
+              </button>
+              <button
+                onClick={handleToggleView}
+                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${
+                  showCollectionList
+                    ? 'bg-yellow-100 dark:bg-yellow-900/30 text-yellow-700 dark:text-yellow-300'
+                    : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
+                }`}
+              >
+                <List className="w-4 h-4" />
+                <span>Needs Collection ({collectionPaths.length})</span>
+              </button>
+            </div>
+
+            {/* Search */}
+            <div className="relative">
+              <Search className="absolute left-3 top-1/2 transform -translate-y-1/2 text-gray-400 w-4 h-4" />
+              <input
+                type="text"
+                value={searchTerm}
+                onChange={(e) => setSearchTerm(e.target.value)}
+                placeholder={showCollectionList ? "Search collection paths..." : "Search files and folders..."}
+                className="pl-10 pr-4 py-2 text-sm border border-gray-300 dark:border-gray-600 rounded-md bg-white dark:bg-gray-700 text-gray-700 dark:text-gray-300"
+              />
+            </div>
+          </div>
+        )}
+      </div>
+
+      {/* Source selection view */}
+      {!selectedSource && (
+        <div className="grid grid-cols-1 md:grid-cols-2 xl:grid-cols-3 gap-4">
+          {loading && sources.length === 0 ? (
+            <div className="flex justify-center items-center w-full py-8 col-span-full">
+              <div className="animate-spin h-8 w-8 border-2 border-blue-500 rounded-full border-t-transparent" />
+            </div>
+          ) : sources.length > 0 ? (
+            sources.map((sourceData) => (
+              <SourceCard
+                key={sourceData.source}
+                source={sourceData.source}
+                totalFiles={sourceData.totalFiles}
+                statusCounts={sourceData.statusCounts}
+                onSourceClick={handleSourceClick}
+              />
+            ))
+          ) : (
+            <div className="w-full text-center py-8 text-gray-500 dark:text-gray-400 col-span-full">
+              No file sources found.
+            </div>
+          )}
+        </div>
+      )}
+
+      {/* Path browser view */}
+      {selectedSource && (
+        <div className="bg-white dark:bg-gray-800 rounded-lg shadow-sm border border-gray-200 dark:border-gray-700">
+          {/* Header - only show breadcrumbs in tree view */}
+          {!showCollectionList && (
+            <div className="p-4 border-b border-gray-200 dark:border-gray-700">
+              <Breadcrumb 
+                currentPath={currentPath} 
+                onNavigate={handlePathNavigate} 
+              />
+            </div>
+          )}
+
+          {/* Collection List Header */}
+          {showCollectionList && (
+            <div className="p-4 border-b border-gray-200 dark:border-gray-700">
+              <div className="flex items-center space-x-2">
+                <Clock className="w-5 h-5 text-yellow-500" />
+                <h3 className="text-lg font-medium text-gray-900 dark:text-gray-100">
+                  Files Requiring Collection
+                </h3>
+                <span className="text-sm text-gray-500 dark:text-gray-400">
+                  ({filteredCollectionPaths.length} {filteredCollectionPaths.length === 1 ? 'file' : 'files'})
+                </span>
+              </div>
+            </div>
+          )}
+
+          <div className={showCollectionList ? "max-h-96 overflow-y-auto" : "divide-y divide-gray-200 dark:divide-gray-700"}>
+            {loading ? (
+              <div className="flex justify-center items-center w-full py-8">
+                <div className="animate-spin h-6 w-6 border-2 border-blue-500 rounded-full border-t-transparent" />
+              </div>
+            ) : showCollectionList ? (
+              filteredCollectionPaths.length > 0 ? (
+                filteredCollectionPaths.map((filePath, index) => (
+                  <FilePathItem key={`${filePath}-${index}`} filePath={filePath} />
+                ))
+              ) : (
+                <div className="text-center py-8 text-gray-500 dark:text-gray-400">
+                  {searchTerm ? 'No collection paths match your search.' : 'No files need to be collected from this source.'}
+                </div>
+              )
+            ) : (
+              filteredItems.length > 0 ? (
+                filteredItems.map((item, index) => (
+                  <FileItem
+                    key={`${item.path}-${index}`}
+                    item={item}
+                    onItemClick={handleItemClick}
+                    onFileClick={handleFileClick}
+                  />
+                ))
+              ) : (
+                <div className="text-center py-8 text-gray-500 dark:text-gray-400">
+                  {searchTerm ? 'No items match your search.' : 'No files or folders found in this location.'}
+                </div>
+              )
+            )}
+          </div>
+        </div>
+      )}
+    </div>
+  );
+};
+
+export default FileBrowser;
\ No newline at end of file
diff --git a/projects/frontend/src/components/FileList/FileList.jsx b/projects/frontend/src/components/FileList/FileList.jsx
index ee7aafe..c78f93e 100644
--- a/projects/frontend/src/components/FileList/FileList.jsx
+++ b/projects/frontend/src/components/FileList/FileList.jsx
@@ -2,7 +2,7 @@ import Tooltip from '@/components/shared/Tooltip2';
 import { useTriageMode } from '@/contexts/TriageModeContext';
 import { useUser } from '@/contexts/UserContext';
 import { createClient } from 'graphql-ws';
-import { AlertTriangle, ChevronDown, ChevronUp, Clock, Eye, Search, Tag, X } from 'lucide-react';
+import { AlertTriangle, ChevronDown, ChevronUp, ChevronLeft, ChevronRight, Clock, Eye, Search, Tag, X } from 'lucide-react';
 import React, { useEffect, useRef, useState } from 'react';
 import { Link, useNavigate, useSearchParams } from 'react-router-dom';
 import AutoSizer from 'react-virtualized-auto-sizer';
@@ -23,6 +23,8 @@ const wsClient = createClient({
 });
 
 const ROW_HEIGHT = 48;
+const PAGINATION_THRESHOLD = 10000;
+const PAGE_SIZE = 100;
 
 export const formatFileSize = (bytes, decimals = 2) => {
   if (bytes === 0) return '0 Bytes';
@@ -81,6 +83,19 @@ const Row = React.memo(({ index, style, data }) => {
           <span className="block truncate">{file.agent_id}</span>
         </Tooltip>
       </div>
+      <div className="px-2 flex-shrink-0 w-40 text-sm text-gray-500 dark:text-gray-400 text-left">
+        <Tooltip
+          content={
+            <div onClick={handleTooltipClick} className="select-text">
+              {file.source || 'Unknown'}
+            </div>
+          }
+          side="top"
+          align="start"
+        >
+          <span className="block truncate">{file.source || 'Unknown'}</span>
+        </Tooltip>
+      </div>
       <div className="px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left">{formatFileSize(file.size)}</div>
       <div className="px-2 flex-shrink-0 w-44 text-sm text-gray-500 dark:text-gray-400 text-left">{new Date(file.timestamp).toLocaleString()}</div>
       <div className="px-2 flex-shrink-0 w-48 text-sm text-sm text-gray-500 dark:text-gray-400 text-left">
@@ -124,9 +139,9 @@ const Row = React.memo(({ index, style, data }) => {
 const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
   const isActive = currentSort === column;
   const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
-  
+
   return (
-    <div 
+    <div
       className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
       onClick={() => onSort(column, nextDirection)}
     >
@@ -146,6 +161,115 @@ const SortableHeader = ({ children, column, currentSort, currentDirection, onSor
   );
 };
 
+// Pagination controls component
+const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange }) => {
+  const maxVisiblePages = 7;
+  const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
+  const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
+  
+  const pageNumbers = [];
+  for (let i = startPage; i <= endPage; i++) {
+    pageNumbers.push(i);
+  }
+
+  return (
+    <div className="flex items-center justify-between px-4 py-3 border-t dark:border-gray-700">
+      <div className="flex-1 flex justify-between sm:hidden">
+        <button
+          onClick={() => onPageChange(currentPage - 1)}
+          disabled={currentPage === 1}
+          className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Previous
+        </button>
+        <button
+          onClick={() => onPageChange(currentPage + 1)}
+          disabled={currentPage === totalPages}
+          className="ml-3 relative inline-flex items-center px-4 py-2 border dark:border-gray-700 text-sm font-medium rounded-md text-gray-700 dark:text-gray-300 bg-white dark:bg-dark-secondary hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+        >
+          Next
+        </button>
+      </div>
+      <div className="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+        <div>
+          <p className="text-sm text-gray-700 dark:text-gray-300">
+            Showing <span className="font-medium">{(currentPage - 1) * PAGE_SIZE + 1}</span> to{' '}
+            <span className="font-medium">
+              {Math.min(currentPage * PAGE_SIZE, totalCount)}
+            </span>{' '}
+            of <span className="font-medium">{totalCount.toLocaleString()}</span> results
+          </p>
+        </div>
+        <div>
+          <nav className="relative z-0 inline-flex rounded-md shadow-sm -space-x-px" aria-label="Pagination">
+            <button
+              onClick={() => onPageChange(currentPage - 1)}
+              disabled={currentPage === 1}
+              className="relative inline-flex items-center px-2 py-2 rounded-l-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronLeft className="h-5 w-5" />
+            </button>
+            
+            {startPage > 1 && (
+              <>
+                <button
+                  onClick={() => onPageChange(1)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  1
+                </button>
+                {startPage > 2 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+              </>
+            )}
+            
+            {pageNumbers.map((page) => (
+              <button
+                key={page}
+                onClick={() => onPageChange(page)}
+                className={`${
+                  currentPage === page
+                    ? 'z-10 bg-blue-50 dark:bg-blue-900/30 border-blue-500 dark:border-blue-400 text-blue-600 dark:text-blue-400'
+                    : 'bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700'
+                } relative inline-flex items-center px-4 py-2 text-sm font-medium`}
+              >
+                {page}
+              </button>
+            ))}
+            
+            {endPage < totalPages && (
+              <>
+                {endPage < totalPages - 1 && (
+                  <span className="relative inline-flex items-center px-4 py-2 border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-700 dark:text-gray-300">
+                    ...
+                  </span>
+                )}
+                <button
+                  onClick={() => onPageChange(totalPages)}
+                  className="bg-white dark:bg-dark-secondary border dark:border-gray-700 text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 relative inline-flex items-center px-4 py-2 text-sm font-medium"
+                >
+                  {totalPages}
+                </button>
+              </>
+            )}
+            
+            <button
+              onClick={() => onPageChange(currentPage + 1)}
+              disabled={currentPage === totalPages}
+              className="relative inline-flex items-center px-2 py-2 rounded-r-md border dark:border-gray-700 bg-white dark:bg-dark-secondary text-sm font-medium text-gray-500 dark:text-gray-400 hover:bg-gray-50 dark:hover:bg-gray-700 disabled:opacity-50 disabled:cursor-not-allowed"
+            >
+              <ChevronRight className="h-5 w-5" />
+            </button>
+          </nav>
+        </div>
+      </div>
+    </div>
+  );
+};
+
 
 const FileList = () => {
   const navigate = useNavigate();
@@ -158,10 +282,15 @@ const FileList = () => {
   const selectedRowRef = useRef(null);
   const lastDirection = useRef('down');
   const { username } = useUser();
+  
+  // Pagination state
+  const [currentPage, setCurrentPage] = useState(1);
+  const [totalCount, setTotalCount] = useState(0);
+  const [isPaginated, setIsPaginated] = useState(false);
 
   // Filter states initialized from URL parameters
   const [fileTypeFilter, setFileTypeFilter] = useState(() => searchParams.get('type') || 'all');
-  const [agentIdFilter, setAgentIdFilter] = useState(() => searchParams.get('agent_id') || '');
+  const [sourceFilter, setSourceFilter] = useState(() => searchParams.get('source') || '');
   const [pathFilter, setPathFilter] = useState(() => searchParams.get('path') || '');
   const [objectIdFilter, setObjectIdFilter] = useState(() => searchParams.get('object_id') || '');
   const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'timestamp');
@@ -174,22 +303,52 @@ const FileList = () => {
   const [isTagDropdownOpen, setIsTagDropdownOpen] = useState(false);
   const tagDropdownRef = useRef(null);
 
+  // Calculate total pages
+  const totalPages = Math.ceil(totalCount / PAGE_SIZE);
+
   // Handle column sorting
   const handleSort = (column, direction) => {
     setSortColumn(column);
     setSortDirection(direction);
+    setCurrentPage(1); // Reset to first page on sort change
+  };
+
+  const handlePageChange = (newPage) => {
+    if (newPage >= 1 && newPage <= totalPages) {
+      setCurrentPage(newPage);
+      setSelectedIndex(-1); // Reset selection when changing pages
+      setSelectedFiles(new Set());
+    }
   };
 
   const handleRowClick = (e, file, index) => {
     if (isTriageMode) {
+      const actualIndex = isPaginated ? (currentPage - 1) * PAGE_SIZE + index : index;
+      
       if (e.shiftKey && selectedIndex !== -1) {
-        const start = Math.min(selectedIndex, index);
-        const end = Math.max(selectedIndex, index);
-        const newSelection = new Set(selectedFiles);
-        for (let i = start; i <= end; i++) {
-          newSelection.add(filteredFiles[i].object_id);
+        // For paginated mode, only allow shift selection within current page
+        if (isPaginated) {
+          const pageStartIndex = (currentPage - 1) * PAGE_SIZE;
+          const pageEndIndex = Math.min(pageStartIndex + PAGE_SIZE, totalCount);
+          
+          if (selectedIndex >= pageStartIndex && selectedIndex < pageEndIndex) {
+            const start = Math.min(selectedIndex - pageStartIndex, index);
+            const end = Math.max(selectedIndex - pageStartIndex, index);
+            const newSelection = new Set(selectedFiles);
+            for (let i = start; i <= end; i++) {
+              newSelection.add(files[i].object_id);
+            }
+            setSelectedFiles(newSelection);
+          }
+        } else {
+          const start = Math.min(selectedIndex, actualIndex);
+          const end = Math.max(selectedIndex, actualIndex);
+          const newSelection = new Set(selectedFiles);
+          for (let i = start; i <= end; i++) {
+            newSelection.add(files[i].object_id);
+          }
+          setSelectedFiles(newSelection);
         }
-        setSelectedFiles(newSelection);
       } else if (e.ctrlKey || e.metaKey) {
         const newSelection = new Set(selectedFiles);
         if (newSelection.has(file.object_id)) {
@@ -201,7 +360,7 @@ const FileList = () => {
       } else {
         setSelectedFiles(new Set([file.object_id]));
       }
-      setSelectedIndex(index);
+      setSelectedIndex(actualIndex);
     } else if (!e.target.closest('button')) {
       // Get current search params to preserve them
       const currentSearch = searchParams.toString();
@@ -215,11 +374,121 @@ const FileList = () => {
 
   const listRef = useRef();
   useEffect(() => {
-    if (listRef.current && isTriageMode && selectedIndex >= 0) {
+    if (listRef.current && isTriageMode && selectedIndex >= 0 && !isPaginated) {
       listRef.current.scrollToItem(selectedIndex, 'center');
     }
-  }, [selectedIndex, isTriageMode]);
+  }, [selectedIndex, isTriageMode, isPaginated]);
 
+  // Build where clause for queries
+  const buildWhereClause = () => {
+    const conditions = [];
+    
+    // Base condition for files
+    conditions.push({
+      _or: [
+        { originating_object_id: { _is_null: true } },
+        {
+          _and: [
+            { originating_object_id: { _is_null: false } },
+            { nesting_level: { _is_null: false } },
+            { nesting_level: { _gt: 0 } }
+          ]
+        }
+      ]
+    });
+
+    // Add filter conditions
+    if (showOnlyWithFindings) {
+      conditions.push({
+        findingsByObjectId_aggregate: {
+          count: {
+            predicate: { _gt: 0 }
+          }
+        }
+      });
+    }
+
+    if (objectIdFilter) {
+      conditions.push({ object_id: { _eq: objectIdFilter } });
+    }
+
+    if (fileTypeFilter === 'plaintext') {
+      conditions.push({ is_plaintext: { _eq: true } });
+    } else if (fileTypeFilter === 'binary') {
+      conditions.push({ is_plaintext: { _eq: false } });
+    } else if (fileTypeFilter === 'source') {
+      conditions.push({ extension: { _in: SOURCE_CODE_EXTENSIONS } });
+    } else if (fileTypeFilter === 'office') {
+      conditions.push({ extension: { _in: OFFICE_EXTENSIONS } });
+    } else if (fileTypeFilter === 'config') {
+      conditions.push({ extension: { _in: CONFIG_FILE_EXTENSIONS } });
+    }
+
+    if (sourceFilter) {
+      conditions.push({ source: { _ilike: sourceFilter.replace(/\*/g, '%') } });
+    }
+
+    if (pathFilter) {
+      conditions.push({ path: { _ilike: pathFilter.replace(/\*/g, '%') } });
+    }
+
+    if (selectedTag) {
+      conditions.push({ file_tags: { _contains: selectedTag } });
+    }
+
+    if (viewFilter !== 'all') {
+      if (viewFilter === 'unviewed') {
+        conditions.push({
+          _not: {
+            files_view_histories: {}
+          }
+        });
+      } else if (viewFilter === 'unviewed_by_me') {
+        conditions.push({
+          _not: {
+            files_view_histories: {
+              username: { _eq: username }
+            }
+          }
+        });
+      }
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0];
+  };
+
+  // Build order by clause
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    
+    switch (sortColumn) {
+      case 'agent_id':
+        orderBy.agent_id = sortDirection;
+        break;
+      case 'source':
+        orderBy.source = sortDirection;
+        break;
+      case 'size':
+        orderBy.size = sortDirection;
+        break;
+      case 'timestamp':
+        orderBy.timestamp = sortDirection;
+        break;
+      case 'magic_type':
+        orderBy.magic_type = sortDirection;
+        break;
+      case 'findings':
+        orderBy.findingsByObjectId_aggregate = { count: sortDirection };
+        break;
+      case 'path':
+        orderBy.path = sortDirection;
+        break;
+      default:
+        orderBy.timestamp = sortDirection;
+    }
+    
+    return orderBy;
+  };
 
   useEffect(() => {
     const fetchAvailableTags = async () => {
@@ -284,8 +553,8 @@ const FileList = () => {
       params.set('type', fileTypeFilter);
     }
 
-    if (agentIdFilter) {
-      params.set('agent_id', agentIdFilter);
+    if (sourceFilter) {
+      params.set('source', sourceFilter);
     }
 
     if (pathFilter) {
@@ -313,40 +582,9 @@ const FileList = () => {
 
     // Use replace: true to avoid adding to browser history for every filter change
     setSearchParams(params, { replace: true });
-  }, [fileTypeFilter, agentIdFilter, pathFilter, viewFilter, objectIdFilter, selectedTag, sortColumn, sortDirection, showOnlyWithFindings]);
+  }, [fileTypeFilter, sourceFilter, pathFilter, viewFilter, objectIdFilter, selectedTag, sortColumn, sortDirection, showOnlyWithFindings]);
 
-  // Watch for URL changes and update the state
-  useEffect(() => {
-    // Get values from URL params
-    const typeParam = searchParams.get('type');
-    const agentIdParam = searchParams.get('agent_id');
-    const pathParam = searchParams.get('path');
-    const viewStateParam = searchParams.get('view_state');
-    const objectIdParam = searchParams.get('object_id');
-    const tagParam = searchParams.get('tag');
-    const sortColumnParam = searchParams.get('sort_column');
-    const sortDirectionParam = searchParams.get('sort_direction');
-    const findingsParam = searchParams.get('findings');
-
-    // Update component state based on URL params
-    setFileTypeFilter(typeParam || 'all');
-    setAgentIdFilter(agentIdParam || '');
-    setPathFilter(pathParam || '');
-    setViewFilter(viewStateParam || 'unviewed_by_me');
-    setObjectIdFilter(objectIdParam || '');
-    setSelectedTag(tagParam || '');
-
-    // Update sort column and direction from URL
-    if (sortColumnParam !== null) {
-      setSortColumn(sortColumnParam);
-    }
-    if (sortDirectionParam !== null) {
-      setSortDirection(sortDirectionParam);
-    }
-
-    // Update findings filter from URL
-    setShowOnlyWithFindings(findingsParam === 'true');
-  }, [searchParams]);
+  // Removed the useEffect that was syncing from URL params to avoid circular updates
 
   const handleBulkRecordFileView = (value) => {
     selectedFiles.forEach(fileId => {
@@ -402,93 +640,6 @@ const FileList = () => {
     return new RegExp('^' + escapedWildcard.replace(/\\\*/g, '.*') + '$');
   };
 
-  // Create filteredFiles here so it's available throughout the component
-  const filteredFiles = files
-    .filter(file => {
-      if (showOnlyWithFindings && file.findingsByObjectId_aggregate.aggregate.count === 0) return false;
-      if (objectIdFilter && file.object_id !== objectIdFilter) return false;
-      if (fileTypeFilter === 'plaintext' && !file.is_plaintext) return false;
-      if (fileTypeFilter === 'binary' && file.is_plaintext) return false;
-      if (fileTypeFilter === 'source' && !SOURCE_CODE_EXTENSIONS.includes(file.extension?.toLowerCase())) return false;
-      if (fileTypeFilter === 'office' && !OFFICE_EXTENSIONS.includes(file.extension?.toLowerCase())) return false;
-      if (fileTypeFilter === 'config' && !CONFIG_FILE_EXTENSIONS.includes(file.extension?.toLowerCase())) return false;
-      if (agentIdFilter && !file.agent_id.toString().includes(agentIdFilter)) return false;
-      if (pathFilter) {
-        const pathRegex = wildcardToRegExp(pathFilter);
-        if (!pathRegex.test(file.path)) return false;
-      }
-
-      if (selectedTag && selectedTag.trim() !== '') {
-        // Make sure we're working with arrays and handle different possible structures
-        let fileTags = [];
-
-        if (file.file_tags) {
-          if (Array.isArray(file.file_tags)) {
-            fileTags = file.file_tags;
-          } else if (typeof file.file_tags === 'string') {
-            // Handle case where tags might be a comma-separated string
-            fileTags = file.file_tags.split(',').map(tag => tag.trim());
-          }
-        }
-
-        // Normalize tags for comparison (trim whitespace, lowercase)
-        const normalizedTags = fileTags.map(tag =>
-          typeof tag === 'string' ? tag.trim().toLowerCase() : String(tag).trim().toLowerCase()
-        );
-        const normalizedSelectedTag = selectedTag.trim().toLowerCase();
-
-        // Check if normalized tags include the normalized selected tag
-        if (!normalizedTags.includes(normalizedSelectedTag)) {
-          return false;
-        }
-      }
-
-      if (viewFilter !== 'all') {
-        const hasBeenViewed = file.files_view_histories && file.files_view_histories.length > 0;
-        const viewedByMe = file.files_view_histories?.some(h => h.username === username);
-
-        switch (viewFilter) {
-          case 'unviewed':
-            if (hasBeenViewed) return false;
-            break;
-          case 'unviewed_by_me':
-            if (viewedByMe) return false;
-            break;
-        }
-      }
-
-      return true;
-    })
-    .sort((a, b) => {
-      let comparison = 0;
-      
-      switch (sortColumn) {
-        case 'agent_id':
-          comparison = a.agent_id.toString().localeCompare(b.agent_id.toString());
-          break;
-        case 'size':
-          comparison = a.size - b.size;
-          break;
-        case 'timestamp':
-          comparison = new Date(a.timestamp) - new Date(b.timestamp);
-          break;
-        case 'magic_type':
-          comparison = (a.magic_type || '').localeCompare(b.magic_type || '');
-          break;
-        case 'findings':
-          comparison = a.findingsByObjectId_aggregate.aggregate.count - b.findingsByObjectId_aggregate.aggregate.count;
-          break;
-        case 'path':
-          comparison = a.path.localeCompare(b.path);
-          break;
-        default:
-          comparison = new Date(a.timestamp) - new Date(b.timestamp);
-      }
-      
-      return sortDirection === 'asc' ? comparison : -comparison;
-    });
-
-
   // Scroll handling
   useEffect(() => {
     if (selectedRowRef.current && isTriageMode && selectedIndex >= 0) {
@@ -513,7 +664,8 @@ const FileList = () => {
       if ((e.ctrlKey || e.metaKey) && e.key === 'a') {
         e.preventDefault();
         if (isTriageMode) {
-          const newSelection = new Set(filteredFiles.map(f => f.object_id));
+          // In paginated mode, only select files on current page
+          const newSelection = new Set(files.map(f => f.object_id));
           setSelectedFiles(newSelection);
         }
         return;
@@ -523,7 +675,7 @@ const FileList = () => {
         setIsTriageMode(prev => {
           const newMode = !prev;
           if (newMode && selectedIndex === -1) {
-            setSelectedIndex(0);
+            setSelectedIndex(isPaginated ? (currentPage - 1) * PAGE_SIZE : 0);
           }
           return newMode;
         });
@@ -532,35 +684,54 @@ const FileList = () => {
 
       if (!isTriageMode) return;
 
-      const filteredFilesLength = filteredFiles.length;
+      const filesLength = files.length;
+      const currentPageSelectedIndex = isPaginated ? selectedIndex - (currentPage - 1) * PAGE_SIZE : selectedIndex;
 
       switch (e.key) {
         case 'ArrowUp':
           e.preventDefault();
           lastDirection.current = 'up';
-          if (e.shiftKey) {
-            const prevIndex = Math.max(0, selectedIndex - 1);
-            const newSelection = new Set(selectedFiles);
-            newSelection.add(filteredFiles[selectedIndex].object_id);
-            newSelection.add(filteredFiles[prevIndex].object_id);
-            setSelectedFiles(newSelection);
-            setSelectedIndex(prevIndex);
+          if (isPaginated) {
+            if (currentPageSelectedIndex > 0) {
+              setSelectedIndex(selectedIndex - 1);
+            } else if (currentPage > 1) {
+              handlePageChange(currentPage - 1);
+              setSelectedIndex((currentPage - 2) * PAGE_SIZE + PAGE_SIZE - 1);
+            }
           } else {
-            setSelectedIndex(prev => Math.max(0, prev - 1));
+            if (e.shiftKey) {
+              const prevIndex = Math.max(0, selectedIndex - 1);
+              const newSelection = new Set(selectedFiles);
+              newSelection.add(files[selectedIndex].object_id);
+              newSelection.add(files[prevIndex].object_id);
+              setSelectedFiles(newSelection);
+              setSelectedIndex(prevIndex);
+            } else {
+              setSelectedIndex(prev => Math.max(0, prev - 1));
+            }
           }
           break;
         case 'ArrowDown':
           e.preventDefault();
           lastDirection.current = 'down';
-          if (e.shiftKey) {
-            const nextIndex = Math.min(filteredFilesLength - 1, selectedIndex + 1);
-            const newSelection = new Set(selectedFiles);
-            newSelection.add(filteredFiles[selectedIndex].object_id);
-            newSelection.add(filteredFiles[nextIndex].object_id);
-            setSelectedFiles(newSelection);
-            setSelectedIndex(nextIndex);
+          if (isPaginated) {
+            if (currentPageSelectedIndex < filesLength - 1) {
+              setSelectedIndex(selectedIndex + 1);
+            } else if (currentPage < totalPages) {
+              handlePageChange(currentPage + 1);
+              setSelectedIndex((currentPage) * PAGE_SIZE);
+            }
           } else {
-            setSelectedIndex(prev => Math.min(filteredFilesLength - 1, prev + 1));
+            if (e.shiftKey) {
+              const nextIndex = Math.min(filesLength - 1, selectedIndex + 1);
+              const newSelection = new Set(selectedFiles);
+              newSelection.add(files[selectedIndex].object_id);
+              newSelection.add(files[nextIndex].object_id);
+              setSelectedFiles(newSelection);
+              setSelectedIndex(nextIndex);
+            } else {
+              setSelectedIndex(prev => Math.min(filesLength - 1, prev + 1));
+            }
           }
           break;
         case 'Escape':
@@ -574,14 +745,14 @@ const FileList = () => {
           break;
         case 'ArrowRight':
           e.preventDefault();
-          if (selectedIndex >= 0 && selectedIndex < filteredFilesLength) {
-            navigate(`/files/${filteredFiles[selectedIndex].object_id}`);
+          if (selectedIndex >= 0 && currentPageSelectedIndex >= 0 && currentPageSelectedIndex < filesLength) {
+            navigate(`/files/${files[currentPageSelectedIndex].object_id}`);
           }
           break;
         case 'v':
           e.preventDefault();
-          if (selectedIndex >= 0 && selectedIndex < filteredFilesLength) {
-            recordFileView(filteredFiles[selectedIndex].object_id);
+          if (selectedIndex >= 0 && currentPageSelectedIndex >= 0 && currentPageSelectedIndex < filesLength) {
+            recordFileView(files[currentPageSelectedIndex].object_id);
           }
           break;
       }
@@ -599,7 +770,7 @@ const FileList = () => {
 
     window.addEventListener('keydown', handleKeyDown);
     return () => window.removeEventListener('keydown', handleKeyDown);
-  }, [isTriageMode, selectedIndex, filteredFiles, navigate, setIsTriageMode, setSelectedIndex, selectedFiles]);
+  }, [isTriageMode, selectedIndex, files, navigate, setIsTriageMode, setSelectedIndex, selectedFiles, isPaginated, currentPage, totalPages]);
 
   // Handle maintained triage mode state
   useEffect(() => {
@@ -611,75 +782,162 @@ const FileList = () => {
     }
   }, [location.state, setIsTriageMode, setSelectedIndex]);
 
-  // Initial data fetch
+  // Fetch data based on count
   useEffect(() => {
-    const fetchFiles = async () => {
-      const query = {
-        query: `
-          query GetFiles {
-            files_enriched(
-            where: {
-              _or: [
-                { originating_object_id: { _is_null: true } },
-                {
-                  _and: [
-                    { originating_object_id: { _is_null: false } },
-                    { nesting_level: { _is_null: false } },
-                    { nesting_level: { _gt: 0 } }
-                  ]
-                }
-              ]
-            }
-            ) {
-              object_id
-              agent_id
-              file_name
-              size
-              path
-              timestamp
-              extension
-              magic_type
-              mime_type
-              is_plaintext
-              hashes
-              file_tags
-              findingsByObjectId_aggregate {
-                aggregate{
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+      
+      try {
+        // First, get the count
+        const countQuery = {
+          query: `
+            query GetFileCount($where: files_enriched_bool_exp) {
+              files_enriched_aggregate(where: $where) {
+                aggregate {
                   count
                 }
               }
-              files_view_histories(
-                distinct_on: username
-                order_by: [{ username: asc }, { timestamp: desc }]
-              ) {
-                username
-                timestamp
-              }
             }
+          `,
+          variables: {
+            where: buildWhereClause()
           }
-        `
-      };
+        };
 
-      try {
-        const response = await fetch('/hasura/v1/graphql', {
+        const countResponse = await fetch('/hasura/v1/graphql', {
           method: 'POST',
           headers: {
             'Content-Type': 'application/json',
             'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
           },
-          body: JSON.stringify(query)
+          body: JSON.stringify(countQuery)
         });
 
-        if (!response.ok) {
-          throw new Error(`Network response error: ${response.status}`);
+        if (!countResponse.ok) {
+          throw new Error(`Network response error: ${countResponse.status}`);
         }
 
-        const result = await response.json();
-        if (result.errors) {
-          throw new Error(result.errors[0].message);
+        const countResult = await countResponse.json();
+        if (countResult.errors) {
+          throw new Error(countResult.errors[0].message);
         }
 
-        setFiles(result.data.files_enriched);
+        const count = countResult.data.files_enriched_aggregate.aggregate.count;
+        setTotalCount(count);
+        setIsPaginated(count > PAGINATION_THRESHOLD);
+
+        // Now fetch the actual data
+        let dataQuery;
+        if (count > PAGINATION_THRESHOLD) {
+          // Paginated query
+          dataQuery = {
+            query: `
+              query GetFilesPaginated($where: files_enriched_bool_exp, $limit: Int!, $offset: Int!, $order_by: [files_enriched_order_by!]) {
+                files_enriched(
+                  where: $where,
+                  limit: $limit,
+                  offset: $offset,
+                  order_by: $order_by
+                ) {
+                  object_id
+                  agent_id
+                  source
+                  file_name
+                  size
+                  path
+                  timestamp
+                  extension
+                  magic_type
+                  mime_type
+                  is_plaintext
+                  hashes
+                  file_tags
+                  findingsByObjectId_aggregate {
+                    aggregate {
+                      count
+                    }
+                  }
+                  files_view_histories(
+                    distinct_on: username
+                    order_by: [{ username: asc }, { timestamp: desc }]
+                  ) {
+                    username
+                    timestamp
+                  }
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              limit: PAGE_SIZE,
+              offset: (currentPage - 1) * PAGE_SIZE,
+              order_by: buildOrderByClause()
+            }
+          };
+        } else {
+          // Non-paginated query - get all data
+          dataQuery = {
+            query: `
+              query GetFilesAll($where: files_enriched_bool_exp, $order_by: [files_enriched_order_by!]) {
+                files_enriched(
+                  where: $where,
+                  order_by: $order_by
+                ) {
+                  object_id
+                  agent_id
+                  source
+                  file_name
+                  size
+                  path
+                  timestamp
+                  extension
+                  magic_type
+                  mime_type
+                  is_plaintext
+                  hashes
+                  file_tags
+                  findingsByObjectId_aggregate {
+                    aggregate {
+                      count
+                    }
+                  }
+                  files_view_histories(
+                    distinct_on: username
+                    order_by: [{ username: asc }, { timestamp: desc }]
+                  ) {
+                    username
+                    timestamp
+                  }
+                }
+              }
+            `,
+            variables: {
+              where: buildWhereClause(),
+              order_by: buildOrderByClause()
+            }
+          };
+        }
+
+        const dataResponse = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(dataQuery)
+        });
+
+        if (!dataResponse.ok) {
+          throw new Error(`Network response error: ${dataResponse.status}`);
+        }
+
+        const dataResult = await dataResponse.json();
+        if (dataResult.errors) {
+          throw new Error(dataResult.errors[0].message);
+        }
+
+        setFiles(dataResult.data.files_enriched);
       } catch (err) {
         console.error('Error fetching files:', err);
         setError(err.message);
@@ -688,30 +946,23 @@ const FileList = () => {
       }
     };
 
-    fetchFiles();
-  }, []);
+    fetchData();
+  }, [currentPage, fileTypeFilter, sourceFilter, pathFilter, viewFilter, objectIdFilter, selectedTag, sortColumn, sortDirection, showOnlyWithFindings, username]);
 
-  // Set up subscription
+  // Set up subscription (only for non-paginated mode)
   useEffect(() => {
+    if (isPaginated) return; // Don't use subscriptions in paginated mode
+
     const subscription = {
       query: `
-        subscription WatchFiles {
+        subscription WatchFiles($where: files_enriched_bool_exp, $order_by: [files_enriched_order_by!]) {
           files_enriched(
-            where: {
-              _or: [
-                { originating_object_id: { _is_null: true } },
-                {
-                  _and: [
-                    { originating_object_id: { _is_null: false } },
-                    { nesting_level: { _is_null: false } },
-                    { nesting_level: { _gt: 0 } }
-                  ]
-                }
-              ]
-            }
+            where: $where,
+            order_by: $order_by
           ) {
             object_id
             agent_id
+            source
             file_name
             size
             path
@@ -723,7 +974,7 @@ const FileList = () => {
             hashes
             file_tags
             findingsByObjectId_aggregate {
-              aggregate{
+              aggregate {
                 count
               }
             }
@@ -736,7 +987,11 @@ const FileList = () => {
             }
           }
         }
-      `
+      `,
+      variables: {
+        where: buildWhereClause(),
+        order_by: buildOrderByClause()
+      }
     };
 
     let unsubscribe;
@@ -748,6 +1003,7 @@ const FileList = () => {
           next: ({ data }) => {
             if (data?.files_enriched) {
               setFiles(data.files_enriched);
+              setTotalCount(data.files_enriched.length);
             }
           },
           error: (err) => {
@@ -766,34 +1022,14 @@ const FileList = () => {
         unsubscribe();
       }
     };
-  }, []);
-
-  if (error) {
-    return (
-      <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
-        <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
-        <div className="flex flex-col">
-          <span className="text-red-600 dark:text-red-400">Error loading files: {error}</span>
-          <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
-        </div>
-      </div>
-    );
-  }
-
-  if (isLoading) {
-    return (
-      <div className="flex justify-center items-center h-32">
-        <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
-      </div>
-    );
-  }
+  }, [isPaginated, fileTypeFilter, sourceFilter, pathFilter, viewFilter, objectIdFilter, selectedTag, sortColumn, sortDirection, showOnlyWithFindings, username]);
 
   return (
     <div className="bg-white dark:bg-dark-secondary rounded-lg shadow">
       {isTriageMode && (
         <div className="p-1 bg-blue-50 dark:bg-blue-900/20 border-b dark:border-gray-700">
           <p className="text-sm text-blue-600 dark:text-blue-400">
-            Triage Mode Active - Use ↑↓ to navigate. Use Shift+↑↓ to select multiple rows. Ctrl/Cmd+A to select all.
+            Triage Mode Active - Use ↑↓ to navigate{isPaginated ? ' (across pages)' : ''}. Use Shift+↑↓ to select multiple rows. Ctrl/Cmd+A to select all{isPaginated ? ' on current page' : ''}.
             'v' to mark{selectedFiles.size > 0 ? ' selected files' : ''} as viewed,
             or ESC to exit
           </p>
@@ -808,7 +1044,10 @@ const FileList = () => {
             <select
               className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
               value={viewFilter}
-              onChange={(e) => setViewFilter(e.target.value)}
+              onChange={(e) => {
+                setViewFilter(e.target.value);
+                setCurrentPage(1);
+              }}
             >
               <option value="unviewed">Unviewed Files</option>
               <option value="unviewed_by_me">Files Unviewed by Me</option>
@@ -816,26 +1055,13 @@ const FileList = () => {
             </select>
           </div>
 
-          {/* <div className="flex items-center space-x-2">
-            <Filter className="w-5 h-5 text-gray-500 dark:text-gray-400" />
-            <select
-              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-              value={fileTypeFilter}
-              onChange={(e) => setFileTypeFilter(e.target.value)}
-            >
-              <option value="all">All File Types</option>
-              <option value="plaintext">Plaintext Files</option>
-              <option value="binary">Binary Files</option>
-              <option value="source">Source Code Files</option>
-              <option value="config">Configuration Files</option>
-              <option value="office">Office Documents</option>
-            </select>
-          </div> */}
-
           <Tooltip content={showOnlyWithFindings ? "Click to show all files" : "Click to show only files with findings"}>
             <button
               className="flex items-center space-x-2 px-3 py-2 border dark:border-gray-700 rounded hover:bg-gray-100 dark:hover:bg-gray-700"
-              onClick={() => setShowOnlyWithFindings(!showOnlyWithFindings)}
+              onClick={() => {
+                setShowOnlyWithFindings(!showOnlyWithFindings);
+                setCurrentPage(1);
+              }}
             >
               <AlertTriangle className="w-5 h-5 text-gray-500 dark:text-gray-400" />
               <span className="text-sm text-gray-700 dark:text-gray-300">
@@ -844,7 +1070,6 @@ const FileList = () => {
             </button>
           </Tooltip>
 
-
           <div className="flex items-center space-x-2">
             <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
             <input
@@ -852,7 +1077,10 @@ const FileList = () => {
               placeholder="Filter by path (e.g. *.txt)"
               className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
               value={pathFilter}
-              onChange={(e) => setPathFilter(e.target.value)}
+              onChange={(e) => {
+                setPathFilter(e.target.value);
+                setCurrentPage(1);
+              }}
             />
           </div>
 
@@ -860,14 +1088,16 @@ const FileList = () => {
             <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
             <input
               type="text"
-              placeholder="Filter by Agent ID"
+              placeholder="Filter by source"
               className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-              value={agentIdFilter}
-              onChange={(e) => setAgentIdFilter(e.target.value)}
+              value={sourceFilter}
+              onChange={(e) => {
+                setSourceFilter(e.target.value);
+                setCurrentPage(1);
+              }}
             />
           </div>
 
-
           <div className="relative" ref={tagDropdownRef}>
             <button
               className="flex items-center space-x-2 px-3 py-2 border dark:border-gray-700 rounded hover:bg-gray-100 dark:hover:bg-gray-700"
@@ -883,6 +1113,7 @@ const FileList = () => {
                   onClick={(e) => {
                     e.stopPropagation();
                     setSelectedTag('');
+                    setCurrentPage(1);
                   }}
                 >
                   <X className="w-4 h-4" />
@@ -904,6 +1135,7 @@ const FileList = () => {
                     className={`w-full text-left px-4 py-2 text-sm ${!selectedTag ? 'bg-blue-100 dark:bg-blue-900/30 text-blue-800 dark:text-blue-200' : 'text-gray-700 dark:text-gray-300 hover:bg-gray-100 dark:hover:bg-gray-700'}`}
                     onClick={() => {
                       setSelectedTag('');
+                      setCurrentPage(1);
                       setIsTagDropdownOpen(false);
                     }}
                   >
@@ -917,6 +1149,7 @@ const FileList = () => {
                         className={`w-full text-left px-4 py-2 text-sm ${selectedTag === tag ? 'bg-blue-100 dark:bg-blue-900/30 text-blue-800 dark:text-blue-200' : 'text-gray-700 dark:text-gray-300 hover:bg-gray-100 dark:hover:bg-gray-700'}`}
                         onClick={() => {
                           setSelectedTag(tag);
+                          setCurrentPage(1);
                           setIsTagDropdownOpen(false);
                         }}
                       >
@@ -934,7 +1167,8 @@ const FileList = () => {
           </div>
 
           <span className="text-sm text-gray-600 dark:text-gray-400">
-            {filteredFiles.length} file{filteredFiles.length !== 1 ? 's' : ''} found
+            {totalCount.toLocaleString()} file{totalCount !== 1 ? 's' : ''} found
+            {isPaginated && ` (showing ${files.length})`}
           </span>
         </div>
       </div>
@@ -944,55 +1178,64 @@ const FileList = () => {
         {isTriageMode && (
           <div className="w-8 px-2 py-2"></div>
         )}
-        <SortableHeader 
-          column="agent_id" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="agent_id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-shrink-0 w-32"
         >
           Agent ID
         </SortableHeader>
-        <SortableHeader 
-          column="size" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="source"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-40"
+        >
+          Source
+        </SortableHeader>
+        <SortableHeader
+          column="size"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-shrink-0 w-24"
         >
           Size
         </SortableHeader>
-        <SortableHeader 
-          column="timestamp" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="timestamp"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-shrink-0 w-44"
         >
           Time Uploaded
         </SortableHeader>
-        <SortableHeader 
-          column="magic_type" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="magic_type"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-shrink-0 w-48"
         >
           Magic Type
         </SortableHeader>
-        <SortableHeader 
-          column="findings" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="findings"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-shrink-0 w-12 justify-center"
         >
           Findings
         </SortableHeader>
-        <SortableHeader 
-          column="path" 
-          currentSort={sortColumn} 
-          currentDirection={sortDirection} 
+        <SortableHeader
+          column="path"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
           onSort={handleSort}
           className="flex-grow px-4"
         >
@@ -1000,11 +1243,29 @@ const FileList = () => {
         </SortableHeader>
       </div>
 
+      {/* Error state */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 m-4">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading files: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
 
-      {filteredFiles.length === 0 && (
+      {/* Loading state */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* No results state */}
+      {!isLoading && !error && files.length === 0 && totalCount === 0 && (
         <div className="flex flex-col items-center justify-center p-12 text-center">
           <div className="text-gray-500 dark:text-gray-400 mb-6">
-            {files.length > 0 ? (
+            {totalCount > 0 ? (
               <>
                 <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
                 <h3 className="text-lg font-medium mb-2">No matching files found</h3>
@@ -1035,7 +1296,7 @@ const FileList = () => {
               </>
             )}
           </div>
-          {files.length > 0 && (
+          {totalCount > 0 && (
             <Link
               to="/files?view_state=all"
               className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-md transition-colors inline-flex items-center"
@@ -1046,33 +1307,69 @@ const FileList = () => {
         </div>
       )}
 
-
-      {/* Virtualized List */}
-      {filteredFiles.length > 0 && (
-        <div className="h-[calc(100vh-150px)]">
-          <AutoSizer>
-            {({ height, width }) => (
-              <List
-                ref={listRef}
-                height={height}
-                width={width}
-                itemCount={filteredFiles.length}
-                itemSize={ROW_HEIGHT}
-                itemData={{
-                  files: filteredFiles,
-                  isTriageMode,
-                  selectedIndex,
-                  selectedFiles,
-                  handleRowClick,
-                  navigate,
-                  username
-                }}
-              >
-                {Row}
-              </List>
-            )}
-          </AutoSizer>
-        </div>
+      {/* List or Table based on pagination */}
+      {!isLoading && !error && files.length > 0 && (
+        <>
+          {isPaginated ? (
+            // Paginated table view
+            <div className="overflow-x-auto">
+              <div className="min-w-full">
+                {files.map((file, index) => (
+                  <Row
+                    key={file.object_id}
+                    index={index}
+                    style={{ height: ROW_HEIGHT }}
+                    data={{
+                      files,
+                      isTriageMode,
+                      selectedIndex: selectedIndex - (currentPage - 1) * PAGE_SIZE,
+                      selectedFiles,
+                      handleRowClick,
+                      navigate,
+                      username
+                    }}
+                  />
+                ))}
+              </div>
+            </div>
+          ) : (
+            // Virtualized list view
+            <div className="h-[calc(100vh-150px)]">
+              <AutoSizer>
+                {({ height, width }) => (
+                  <List
+                    ref={listRef}
+                    height={height}
+                    width={width}
+                    itemCount={files.length}
+                    itemSize={ROW_HEIGHT}
+                    itemData={{
+                      files,
+                      isTriageMode,
+                      selectedIndex,
+                      selectedFiles,
+                      handleRowClick,
+                      navigate,
+                      username
+                    }}
+                  >
+                    {Row}
+                  </List>
+                )}
+              </AutoSizer>
+            </div>
+          )}
+          
+          {/* Pagination controls */}
+          {isPaginated && (
+            <PaginationControls
+              currentPage={currentPage}
+              totalPages={totalPages}
+              totalCount={totalCount}
+              onPageChange={handlePageChange}
+            />
+          )}
+        </>
       )}
     </div>
   );
diff --git a/projects/frontend/src/components/FileUpload/FileUpload.tsx b/projects/frontend/src/components/FileUpload/FileUpload.tsx
index a3f1b0f..6138ca9 100644
--- a/projects/frontend/src/components/FileUpload/FileUpload.tsx
+++ b/projects/frontend/src/components/FileUpload/FileUpload.tsx
@@ -1,27 +1,30 @@
 // src/components/FileUpload/FileUpload.tsx
 import { useUser } from '@/contexts/UserContext';
-import { AlertTriangle, Clock, FileText, Folder, HelpCircle, Loader2, X } from 'lucide-react';
+import { AlertTriangle, Clock, FileText, Folder, HelpCircle, Loader2, X, MapPin, FolderArchive } from 'lucide-react';
 import React, { useCallback, useEffect, useState } from 'react';
+import { folderCompressor, CompressionProgress } from '@/utils/FolderCompressor';
 
 interface UploadResponse {
   object_id: string;
 }
 
-interface Metadata {
-  object_id: string;
-  agent_id: string;
-  project: string;
-  timestamp: string;
-  expiration: string;
-  path: string;
+interface ContainerUploadResponse {
+  container_id: string;
+  message: string;
+  estimated_files: number;
+  estimated_size: number;
 }
 
 interface FileUploadStatus {
   file: File;
-  status: 'pending' | 'uploading' | 'success' | 'error';
+  status: 'pending' | 'compressing' | 'uploading' | 'success' | 'error';
   progress: number;
   error?: string;
   objectId?: string;
+  containerId?: string;
+  isFolder?: boolean;
+  folderName?: string;
+  compressionProgress?: CompressionProgress;
 }
 
 // Custom hook for updating expiration time
@@ -105,9 +108,24 @@ const FileListItem: React.FC<{
   fileStatus: FileUploadStatus;
   onRemove: () => void;
 }> = ({ fileStatus, onRemove }) => {
-  const { file, status, progress, error } = fileStatus;
+  const { file, status, progress, error, isFolder, folderName, compressionProgress } = fileStatus;
 
   const getStatusIcon = () => {
+    if (isFolder) {
+      switch (status) {
+        case 'compressing':
+          return <Loader2 className="h-4 w-4 animate-spin text-orange-500" />;
+        case 'uploading':
+          return <Loader2 className="h-4 w-4 animate-spin text-blue-500" />;
+        case 'success':
+          return <FolderArchive className="h-4 w-4 text-green-500" />;
+        case 'error':
+          return <AlertTriangle className="h-4 w-4 text-red-500" />;
+        default:
+          return <FolderArchive className="h-4 w-4 text-gray-500" />;
+      }
+    }
+    
     switch (status) {
       case 'uploading':
         return <Loader2 className="h-4 w-4 animate-spin text-blue-500" />;
@@ -126,6 +144,8 @@ const FileListItem: React.FC<{
 
   const getStatusColor = () => {
     switch (status) {
+      case 'compressing':
+        return 'bg-orange-50 dark:bg-orange-900/20 border-orange-200 dark:border-orange-800';
       case 'uploading':
         return 'bg-blue-50 dark:bg-blue-900/20 border-blue-200 dark:border-blue-800';
       case 'success':
@@ -137,17 +157,46 @@ const FileListItem: React.FC<{
     }
   };
 
+  const getDisplayName = () => {
+    if (isFolder && folderName) {
+      return `${folderName} (folder)`;
+    }
+    return file.name;
+  };
+
+  const getStatusText = () => {
+    if (status === 'compressing' && compressionProgress) {
+      const { filesProcessed, totalFiles, uncompressedSize } = compressionProgress;
+      const sizeInMB = (uncompressedSize / 1024 / 1024).toFixed(1);
+      return `Compressing: ${filesProcessed}/${totalFiles} files (${sizeInMB} MB)`;
+    }
+    return null;
+  };
+
   return (
     <div className={`flex items-center justify-between p-3 rounded-md border ${getStatusColor()}`}>
       <div className="flex items-center space-x-3 flex-1 min-w-0">
         {getStatusIcon()}
         <div className="flex-1 min-w-0">
           <div className="flex items-center space-x-2">
-            <span className="text-sm text-gray-700 dark:text-gray-300 truncate">{file.name}</span>
+            <span className="text-sm text-gray-700 dark:text-gray-300 truncate">{getDisplayName()}</span>
             <span className="text-xs text-gray-500 whitespace-nowrap">
               ({(file.size / 1024 / 1024).toFixed(2)} MB)
             </span>
           </div>
+          {status === 'compressing' && compressionProgress && (
+            <div className="mt-1">
+              <div className="text-xs text-orange-600 dark:text-orange-400 mb-1">
+                {getStatusText()}
+              </div>
+              <div className="w-full bg-gray-200 dark:bg-gray-600 rounded-full h-1.5">
+                <div
+                  className="bg-orange-500 h-1.5 rounded-full transition-all duration-300"
+                  style={{ width: `${compressionProgress.percentage}%` }}
+                ></div>
+              </div>
+            </div>
+          )}
           {status === 'uploading' && (
             <div className="mt-1">
               <div className="w-full bg-gray-200 dark:bg-gray-600 rounded-full h-1.5">
@@ -163,12 +212,12 @@ const FileListItem: React.FC<{
           )}
         </div>
       </div>
-      {status !== 'uploading' && (
+      {status !== 'uploading' && status !== 'compressing' && (
         <button
           type="button"
           onClick={onRemove}
           className="text-gray-400 hover:text-red-500 p-1 ml-2"
-          title="Remove file"
+          title="Remove"
         >
           <X className="h-4 w-4" />
         </button>
@@ -181,6 +230,7 @@ const FileUpload: React.FC = () => {
   const { username, project: contextProject, dataExpirationDays, dataExpirationDate } = useUser();
   const [fileStatuses, setFileStatuses] = useState<FileUploadStatus[]>([]);
   const [filePath, setFilePath] = useState('');
+  const [source, setSource] = useState('');
   const [project, setProject] = useState(contextProject);
   const [isDragging, setIsDragging] = useState(false);
   const [isUploading, setIsUploading] = useState(false);
@@ -249,18 +299,68 @@ const FileUpload: React.FC = () => {
     setIsDragging(false);
   }, []);
 
-  const handleDrop = useCallback((e: React.DragEvent) => {
+  const handleDrop = useCallback(async (e: React.DragEvent) => {
     e.preventDefault();
     setIsDragging(false);
-    const droppedFiles = Array.from(e.dataTransfer.files);
-    if (droppedFiles.length > 0) {
-      addFiles(droppedFiles);
+    
+    // Clear previously uploaded files before adding new ones
+    setFileStatuses(prev => prev.filter(fs => fs.status !== 'success'));
+    
+    const items = Array.from(e.dataTransfer.items);
+    const regularFiles: File[] = [];
+    const folders: FileSystemDirectoryEntry[] = [];
+    
+    // Separate files and folders
+    for (const item of items) {
+      if (item.kind === 'file') {
+        const entry = item.webkitGetAsEntry?.();
+        if (entry) {
+          if (entry.isDirectory) {
+            folders.push(entry as FileSystemDirectoryEntry);
+          } else {
+            const file = item.getAsFile();
+            if (file) {
+              regularFiles.push(file);
+            }
+          }
+        }
+      }
+    }
+    
+    // Add regular files
+    if (regularFiles.length > 0) {
+      addFiles(regularFiles);
+    }
+    
+    // Process folders
+    for (const folder of folders) {
+      try {
+        // Create a placeholder file for the folder compression
+        const placeholderFile = new File([], `${folder.name}.zip`, { type: 'application/zip' });
+        
+        const folderStatus: FileUploadStatus = {
+          file: placeholderFile,
+          status: 'pending',
+          progress: 0,
+          isFolder: true,
+          folderName: folder.name
+        };
+        
+        setFileStatuses(prev => [...prev, folderStatus]);
+        
+        // Store the folder entry for later compression
+        (folderStatus as any).folderEntry = folder;
+      } catch (err) {
+        setError(`Failed to prepare folder ${folder.name}: ${err instanceof Error ? err.message : 'Unknown error'}`);
+      }
     }
   }, []);
 
   const handleFileSelect = (e: React.ChangeEvent<HTMLInputElement>) => {
     const selectedFiles = Array.from(e.target.files || []);
     if (selectedFiles.length > 0) {
+      // Clear previously uploaded files before adding new ones
+      setFileStatuses(prev => prev.filter(fs => fs.status !== 'success'));
       addFiles(selectedFiles);
     }
     // Reset the input so the same files can be selected again if needed
@@ -277,8 +377,122 @@ const FileUpload: React.FC = () => {
     setError(null);
   };
 
+  const uploadContainer = async (fileStatus: FileUploadStatus, index: number): Promise<void> => {
+    const { folderName } = fileStatus;
+    const folderEntry = (fileStatus as any).folderEntry as FileSystemDirectoryEntry;
+    
+    if (!folderEntry || !folderName) {
+      throw new Error('Invalid folder data');
+    }
+    
+    // Update status to compressing
+    setFileStatuses(prev => prev.map((fs, i) =>
+      i === index ? { ...fs, status: 'compressing', progress: 0 } : fs
+    ));
+    
+    try {
+      // Compress the folder
+      const compressionResult = await folderCompressor.compressFolder(folderEntry, {
+        maxUncompressedSize: 500 * 1024 * 1024, // 500MB uncompressed
+        maxCompressedSize: 100 * 1024 * 1024,   // 100MB compressed
+        onProgress: (progress) => {
+          setFileStatuses(prev => prev.map((fs, i) =>
+            i === index ? { ...fs, compressionProgress: progress, progress: progress.percentage } : fs
+          ));
+        }
+      });
+      
+      // Update the file status with the compressed blob
+      const compressedFile = new File([compressionResult.blob], `${folderName}.zip`, { 
+        type: 'application/zip' 
+      });
+      
+      setFileStatuses(prev => prev.map((fs, i) =>
+        i === index ? { ...fs, file: compressedFile, status: 'uploading', progress: 0 } : fs
+      ));
+      
+      // Prepare expiration
+      let expiration: Date;
+      if (dataExpirationDate) {
+        expiration = new Date(dataExpirationDate);
+      } else {
+        expiration = new Date();
+        expiration.setDate(expiration.getDate() + parseInt(dataExpirationDays));
+      }
+      
+      // Prepare form data for regular file upload
+      const formData = new FormData();
+      formData.append('file', compressedFile);
+      
+      const metadata = {
+        agent_id: username,
+        source: source || undefined,
+        project,
+        timestamp: new Date().toISOString(),
+        expiration: expiration.toISOString(),
+        path: getFormattedPath(filePath, `${folderName}.zip`)
+      };
+      
+      formData.append('metadata', JSON.stringify(metadata));
+      
+      // Simulate progress (since fetch doesn't provide upload progress by default)
+      const progressInterval = setInterval(() => {
+        setFileStatuses(prev => prev.map((fs, i) => {
+          if (i === index && fs.status === 'uploading' && fs.progress < 90) {
+            return { ...fs, progress: fs.progress + 10 };
+          }
+          return fs;
+        }));
+      }, 200);
+      
+      // Upload to regular files endpoint
+      const response = await fetch('/api/files', {
+        method: 'POST',
+        body: formData,
+      });
+      
+      clearInterval(progressInterval);
+      
+      if (!response.ok) {
+        throw new Error(`Upload failed: ${response.statusText}`);
+      }
+      
+      const result = await response.json() as UploadResponse;
+      
+      // Update status to success
+      setFileStatuses(prev => prev.map((fs, i) =>
+        i === index ? {
+          ...fs,
+          status: 'success',
+          progress: 100,
+          objectId: result.object_id
+        } : fs
+      ));
+      
+      setSuccessCount(prev => prev + 1);
+      
+    } catch (err) {
+      const errorMessage = err instanceof Error ? err.message : 'Upload failed';
+      
+      // Update status to error
+      setFileStatuses(prev => prev.map((fs, i) =>
+        i === index ? {
+          ...fs,
+          status: 'error',
+          progress: 0,
+          error: errorMessage
+        } : fs
+      ));
+    }
+  };
+
   const uploadFile = async (fileStatus: FileUploadStatus, index: number): Promise<void> => {
-    const { file } = fileStatus;
+    const { file, isFolder } = fileStatus;
+    
+    // If it's a folder, use the container upload
+    if (isFolder) {
+      return uploadContainer(fileStatus, index);
+    }
 
     // Update status to uploading
     setFileStatuses(prev => prev.map((fs, i) =>
@@ -299,6 +513,7 @@ const FileUpload: React.FC = () => {
 
       const metadata = {
         agent_id: username,
+        source: source || undefined,
         project,
         timestamp: new Date().toISOString(),
         expiration: expiration.toISOString(),
@@ -410,11 +625,14 @@ const FileUpload: React.FC = () => {
                 : 'border-gray-300 dark:border-gray-600'
             }`}
           >
-            <FileText className="w-12 h-12 text-gray-400 dark:text-gray-500 mx-auto mb-4" />
+            <div className="flex justify-center space-x-4 mb-4">
+              <FileText className="w-12 h-12 text-gray-400 dark:text-gray-500" />
+              <FolderArchive className="w-12 h-12 text-gray-400 dark:text-gray-500" />
+            </div>
             <div className="text-gray-600 dark:text-gray-400">
-              <p className="mb-2">Drag and drop multiple files here, or</p>
+              <p className="mb-2">Drag and drop files or folders here, or</p>
               <label className="cursor-pointer text-blue-600 dark:text-blue-400 hover:text-blue-700 dark:hover:text-blue-300">
-                <span>browse</span>
+                <span>browse for files</span>
                 <input
                   type="file"
                   multiple
@@ -422,6 +640,11 @@ const FileUpload: React.FC = () => {
                   className="hidden"
                 />
               </label>
+              <div className="mt-3 text-xs text-gray-500 dark:text-gray-500">
+                <p>• Files: Max 100MB each</p>
+                <p>• Folders: Max 500MB uncompressed, 100MB compressed</p>
+                <p>• Folders will be automatically compressed as ZIP containers</p>
+              </div>
             </div>
           </div>
 
@@ -462,6 +685,14 @@ const FileUpload: React.FC = () => {
               placeholder="C:\Folder\ or /folder/"
             />
 
+            <InputField
+              icon={MapPin}
+              label="Source"
+              value={source}
+              onChange={(e) => setSource(e.target.value)}
+              placeholder="host://HOSTNAME or https://domain.com"
+            />
+
             <InputField
               icon={Folder}
               label="Project Name"
diff --git a/projects/frontend/src/components/FileViewer/FileDetailsSection.jsx b/projects/frontend/src/components/FileViewer/FileDetailsSection.jsx
index 2275fb3..9891521 100644
--- a/projects/frontend/src/components/FileViewer/FileDetailsSection.jsx
+++ b/projects/frontend/src/components/FileViewer/FileDetailsSection.jsx
@@ -398,6 +398,10 @@ const FileDetailsSection = ({ fileData, setFileData }) => {
                   <td className="py-0.5 pr-4 text-gray-500 dark:text-gray-400">Agent ID</td>
                   <td className="py-0.5 font-mono text-sm text-gray-900 dark:text-gray-100">{fileData?.agent_id}</td>
                 </tr>
+                <tr>
+                  <td className="py-0.5 pr-4 text-gray-500 dark:text-gray-400">Source</td>
+                  <td className="py-0.5 font-mono text-sm text-gray-900 dark:text-gray-100">{fileData?.source || 'Unknown'}</td>
+                </tr>
                 <tr>
                   <td className="py-0.5 pr-4 text-gray-500 dark:text-gray-400">Project</td>
                   <td className="py-0.5 font-mono text-sm text-gray-900 dark:text-gray-100">{fileData?.project}</td>
@@ -455,6 +459,19 @@ const FileDetailsSection = ({ fileData, setFileData }) => {
                     </td>
                   </tr>
                 )}
+                {fileData?.originating_container_id && (
+                  <tr>
+                    <td className="py-0.5 pr-4 text-gray-500 dark:text-gray-400">Originating Container</td>
+                    <td className="py-0.5 font-mono text-sm">
+                      <button
+                        onClick={() => navigate(`/containers?container_id=${fileData.originating_container_id}`)}
+                        className="text-blue-600 dark:text-blue-400 hover:underline"
+                      >
+                        {fileData.originating_container_id}
+                      </button>
+                    </td>
+                  </tr>
+                )}
               </tbody>
             </table>
           </div>
diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index 2328695..92e5bfe 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -8,6 +8,7 @@ import {
   CardTitle,
 } from "@/components/ui/card";
 import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import Dialog from "@/components/ui/dialog";
 import { useUser } from '@/contexts/UserContext';
 import { createClient } from 'graphql-ws';
 import { Archive, ArrowLeft, ChevronDown, Database, Download, Eye, File, FileText, Image } from 'lucide-react';
@@ -258,7 +259,10 @@ const FileViewer = () => {
   const [containerAnalysisStarted, setContainerAnalysisStarted] = useState(false);
   const [summarizationStarted, setSummarizationStarted] = useState(false);
   const [credentialAnalysisStarted, setCredentialAnalysisStarted] = useState(false);
-  const [availableLLMEnrichments, setAvailableLLMEnrichments] = useState([]);
+  const [dotnetAnalysisStarted, setDotnetAnalysisStarted] = useState(false);
+  const [showConfirmDialog, setShowConfirmDialog] = useState(false);
+  const [showSuccessDialog, setShowSuccessDialog] = useState(false);
+  const [isLiteLLMAvailable, setIsLiteLLMAvailable] = useState(false);
 
   // Determine where we came from
   const isFromSearch = location.state?.from === 'search';
@@ -318,21 +322,21 @@ const FileViewer = () => {
     }
   };
 
-  // check which LLM enrichments are available
+  // check if LiteLLM service is available
   useEffect(() => {
-    const fetchAvailableLLMEnrichments = async () => {
+    const checkLiteLLMAvailability = async () => {
       try {
-        const response = await fetch('/api/enrichments/llm');
+        const response = await fetch('/api/system/available-services');
         if (response.ok) {
           const data = await response.json();
-          setAvailableLLMEnrichments(data.modules || []);
+          setIsLiteLLMAvailable(data.services?.includes('/llm') || false);
         }
       } catch (error) {
-        console.error('Error fetching available LLM enrichments:', error);
+        console.error('Error checking LiteLLM availability:', error);
       }
     };
 
-    fetchAvailableLLMEnrichments();
+    checkLiteLLMAvailability();
   }, []);
 
   // record that a user viewed this file
@@ -556,19 +560,14 @@ const FileViewer = () => {
   };
 
   const shouldShowSummarizationButton = () => {
-    if (!availableLLMEnrichments.includes('text_summarizer') || summarizationStarted) return false;
-
-    // Check if text_summarizer enrichment already exists
-    const hasSummarizerEnrichment = fileData?.enrichments?.some(enrichment =>
-      enrichment.module_name === 'text_summarizer'
-    );
+    if (!isLiteLLMAvailable || summarizationStarted) return false;
 
     // Check if a text_summary transform already exists
     const hasTextSummaryTransform = fileData?.transforms?.some(transform =>
       transform.type === 'text_summary'
     );
 
-    if (hasSummarizerEnrichment || hasTextSummaryTransform) return false;
+    if (hasTextSummaryTransform) return false;
 
     // Check if file is plaintext OR has an extracted_text transform
     const hasExtractedTextTransform = fileData?.transforms?.some(transform =>
@@ -579,19 +578,14 @@ const FileViewer = () => {
   };
 
   const shouldShowCredentialAnalysisButton = () => {
-    if (!availableLLMEnrichments.includes('llm_credential_analysis') || credentialAnalysisStarted) return false;
-
-    // Check if llm_credential_analysis enrichment result already exists
-    const hasCredentialAnalysisEnrichment = fileData?.enrichments?.some(enrichment =>
-      enrichment.module_name === 'llm_credential_analysis'
-    );
+    if (!isLiteLLMAvailable || credentialAnalysisStarted) return false;
 
     // Check if a llm_extracted_credentials transform already exists
     const hasExtractedCredentialTransform = fileData?.transforms?.some(transform =>
       transform.type === 'llm_extracted_credentials'
     );
 
-    if (hasCredentialAnalysisEnrichment || hasExtractedCredentialTransform) return false;
+    if (hasExtractedCredentialTransform) return false;
 
     // Check if file is plaintext OR has an extracted_text transform
     const hasExtractedTextTransform = fileData?.transforms?.some(transform =>
@@ -601,6 +595,20 @@ const FileViewer = () => {
     return fileData?.is_plaintext || hasExtractedTextTransform;
   };
 
+  const shouldShowDotNetAnalysisButton = () => {
+    if (!isLiteLLMAvailable || dotnetAnalysisStarted) return false;
+
+    // Check if a dotnet_analysis transform already exists
+    const hasDotNetAnalysisTransform = fileData?.transforms?.some(transform =>
+      transform.type === 'dotnet_analysis'
+    );
+
+    if (hasDotNetAnalysisTransform) return false;
+
+    // Check if file is a .NET assembly based on magic_type
+    return fileData?.magic_type && fileData.magic_type.toLowerCase().includes('mono/.net assembly');
+  };
+
   // Start with hex as fallback
   const [activeTab, setActiveTab] = useState('hex');
 
@@ -681,6 +689,7 @@ useEffect(() => {
               files_enriched(where: {object_id: {_eq: $objectId}}) {
                 object_id
                 agent_id
+                source
                 project
                 timestamp
                 expiration
@@ -692,6 +701,7 @@ useEffect(() => {
                 is_plaintext
                 is_container
                 originating_object_id
+                originating_container_id
                 nesting_level
                 hashes
                 file_tags
@@ -965,7 +975,8 @@ useEffect(() => {
         objectIdToSummarize = fileData.object_id;
       }
 
-      const response = await fetch(`/api/enrichments/text_summarizer`, {
+      // Fire-and-forget: don't await the response since analysis runs in background
+      fetch(`/api/agents/text_summarizer`, {
         method: 'POST',
         headers: {
           'Content-Type': 'application/json'
@@ -973,11 +984,15 @@ useEffect(() => {
         body: JSON.stringify({
           object_id: objectIdToSummarize
         })
+      }).then(response => {
+        if (!response.ok) {
+          console.error('Text summarization request failed:', response.status);
+        } else {
+          console.log('Text summarization started successfully');
+        }
+      }).catch(error => {
+        console.error('Error triggering text summarization:', error);
       });
-
-      if (!response.ok) {
-        throw new Error('Summarization request failed');
-      }
     } catch (error) {
       console.error('Error triggering text summarization:', error);
       // Still keeping the button hidden as the request was made
@@ -1003,7 +1018,9 @@ useEffect(() => {
         objectIdToAnalyze = fileData.object_id;
       }
       console.error("objectIdToAnalyze", objectIdToAnalyze);
-      const response = await fetch(`/api/enrichments/llm_credential_analysis`, {
+      
+      // Fire-and-forget: don't await the response since analysis runs in background
+      fetch(`/api/agents/llm_credential_analysis`, {
         method: 'POST',
         headers: {
           'Content-Type': 'application/json'
@@ -1011,17 +1028,63 @@ useEffect(() => {
         body: JSON.stringify({
           object_id: objectIdToAnalyze
         })
+      }).then(response => {
+        if (!response.ok) {
+          console.error('LLM credential analysis request failed:', response.status);
+        } else {
+          console.log('LLM credential analysis started successfully');
+        }
+      }).catch(error => {
+        console.error('Error triggering LLM credential analysis:', error);
       });
-
-      if (!response.ok) {
-        throw new Error('LLM credential analysis failed');
-      }
     } catch (error) {
       console.error('Error triggering LLM credential analysis:', error);
       // Still keeping the button hidden as the request was made
     }
   };
 
+  const handleDotNetAnalysis = () => {
+    // Show confirmation dialog
+    setShowConfirmDialog(true);
+  };
+
+  const handleConfirmAnalysis = async () => {
+    setShowConfirmDialog(false);
+    
+    try {
+      setDotnetAnalysisStarted(true);
+
+      // Show success message immediately
+      setShowSuccessDialog(true);
+
+      // Fire-and-forget: don't await the response since analysis runs in background
+      fetch(`/api/agents/dotnet_analysis`, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json'
+        },
+        body: JSON.stringify({
+          object_id: fileData.object_id
+        })
+      }).then(response => {
+        if (!response.ok) {
+          console.error('.NET analysis request failed:', response.status);
+        } else {
+          console.log('.NET analysis started successfully');
+        }
+      }).catch(error => {
+        console.error('Error triggering .NET analysis:', error);
+      });
+
+    } catch (error) {
+      console.error('Error triggering .NET analysis:', error);
+    }
+  };
+
+  const handleCancelAnalysis = () => {
+    setShowConfirmDialog(false);
+  };
+
   const renderContentTruncationAlert = () => {
     // used to display a nicely formatted warning if data was truncated
     if (!isContentTruncated) return null;
@@ -1152,6 +1215,14 @@ useEffect(() => {
                   Use LLM to Extract Credentials
                 </button>
               )}
+              {shouldShowDotNetAnalysisButton() && (
+                <button
+                  onClick={handleDotNetAnalysis}
+                  className="bg-blue-600 hover:bg-blue-700 text-white px-4 py-1.5 rounded-lg transition-colors text-sm font-medium"
+                >
+                  Analyze .NET Assembly (with a LLM)
+                </button>
+              )}
             </div>
             {fileData?.size > 10 * 1024 * 1024 && (
               <CardDescription className="text-yellow-600 dark:text-yellow-400 mt-1">
@@ -1303,6 +1374,50 @@ useEffect(() => {
       </div>
 
       <EnrichmentStatusSection objectId={objectId} />
+
+      {/* Confirmation Dialog */}
+      <Dialog open={showConfirmDialog} onOpenChange={setShowConfirmDialog}>
+        <div className="text-center">
+          <h3 className="text-lg font-semibold mb-4 text-gray-900 dark:text-gray-100">
+            Confirm .NET Analysis
+          </h3>
+          <p className="text-gray-600 dark:text-gray-300 mb-6">
+            This could take a bit of time and tokens, continue?
+          </p>
+          <div className="flex gap-3 justify-center">
+            <button
+              onClick={handleCancelAnalysis}
+              className="px-4 py-2 bg-gray-300 hover:bg-gray-400 text-gray-800 rounded-lg transition-colors"
+            >
+              No
+            </button>
+            <button
+              onClick={handleConfirmAnalysis}
+              className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg transition-colors"
+            >
+              Yes
+            </button>
+          </div>
+        </div>
+      </Dialog>
+
+      {/* Success Dialog */}
+      <Dialog open={showSuccessDialog} onOpenChange={setShowSuccessDialog}>
+        <div className="text-center">
+          <h3 className="text-lg font-semibold mb-4 text-gray-900 dark:text-gray-100">
+            Analysis Started
+          </h3>
+          <p className="text-gray-600 dark:text-gray-300 mb-6">
+            Analysis started, results will appear here when completed
+          </p>
+          <button
+            onClick={() => setShowSuccessDialog(false)}
+            className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg transition-colors"
+          >
+            OK
+          </button>
+        </div>
+      </Dialog>
     </div>
   );
 };
diff --git a/projects/frontend/src/components/Findings/FindingModal.jsx b/projects/frontend/src/components/Findings/FindingModal.jsx
index 5ee0520..8e594ff 100644
--- a/projects/frontend/src/components/Findings/FindingModal.jsx
+++ b/projects/frontend/src/components/Findings/FindingModal.jsx
@@ -19,8 +19,12 @@ const FindingModal = ({
 
   if (!isOpen || !finding) return null;
 
-  const parsedData = finding.data ? JSON.parse(finding.data) : { type: 'string', data: 'No data available' };
-  const findingData = parsedData;
+  const parsedData = finding.data ? 
+    (typeof finding.data === 'string' ? JSON.parse(finding.data) : finding.data) 
+    : { type: 'string', data: 'No data available' };
+  
+  // Handle case where data is an array (common format) - take first element
+  const findingData = Array.isArray(parsedData) ? parsedData[0] : parsedData;
   const readableData = findingData.type === 'finding_summary'
     ? { type: 'string', data: findingData.metadata.summary }
     : findingData;
@@ -101,6 +105,12 @@ const FindingModal = ({
                         {finding.files_enriched?.agent_id || 'N/A'}
                       </span>
                     </div>
+                    <div className="flex items-center">
+                      <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Source:</span>
+                      <span className="text-gray-900 dark:text-gray-100">
+                        {finding.files_enriched?.source || 'Unknown'}
+                      </span>
+                    </div>
                     <div className="flex items-center">
                       <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Magic Type:</span>
                       <span className="text-gray-900 dark:text-gray-100">
@@ -109,6 +119,67 @@ const FindingModal = ({
                     </div>
                   </div>
 
+                  {/* Triage Details Card */}
+                  {finding.finding_triage_histories && finding.finding_triage_histories.length > 0 && (
+                    <div className="mb-6 p-2 bg-gray-50 dark:bg-gray-800 rounded-lg space-y-0">
+                      {(() => {
+                        const triage = finding.finding_triage_histories[0];
+                        return (
+                          <>
+                            <div className="flex items-center">
+                              <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Status:</span>
+                              <span className={`inline-flex px-2 py-1 text-xs font-semibold rounded-full ${
+                                triage.value === 'true_positive' ? 'bg-green-100 text-green-800 dark:bg-green-900 dark:text-green-300' :
+                                triage.value === 'false_positive' ? 'bg-red-100 text-red-800 dark:bg-red-900 dark:text-red-300' :
+                                triage.value === 'informational' ? 'bg-blue-100 text-blue-800 dark:bg-blue-900 dark:text-blue-300' :
+                                'bg-gray-100 text-gray-800 dark:bg-gray-700 dark:text-gray-300'
+                              }`}>
+                                {triage.value.replace('_', ' ').toUpperCase()}
+                              </span>
+                            </div>
+                            <div className="flex items-center">
+                              <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Triaged By:</span>
+                              <span className="text-gray-900 dark:text-gray-100">
+                                {triage.username}
+                                {triage.automated && (
+                                  <span className="ml-2 text-xs text-gray-500 dark:text-gray-400">(Automated)</span>
+                                )}
+                              </span>
+                            </div>
+                            <div className="flex items-center">
+                              <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Timestamp:</span>
+                              <span className="text-gray-900 dark:text-gray-100">
+                                {new Date(triage.timestamp).toLocaleString()}
+                              </span>
+                            </div>
+                            {triage.confidence && triage.confidence !== '' && (
+                              <div className="flex items-center">
+                                <span className="w-32 font-semibold text-gray-700 dark:text-gray-300">Confidence:</span>
+                                <span className="text-gray-900 dark:text-gray-100">{triage.confidence}</span>
+                              </div>
+                            )}
+                            {triage.explanation && triage.explanation !== '' && (
+                              <div className="flex flex-col mt-2">
+                                <span className="font-semibold text-gray-700 dark:text-gray-300 mb-1">Explanation:</span>
+                                <div className="p-2 bg-white dark:bg-gray-900 rounded border border-gray-200 dark:border-gray-700">
+                                  <span className="text-gray-900 dark:text-gray-100 whitespace-pre-wrap">{triage.explanation}</span>
+                                </div>
+                              </div>
+                            )}
+                            {triage.true_positive_context && triage.true_positive_context !== '' && (
+                              <div className="flex flex-col mt-2">
+                                <span className="font-semibold text-gray-700 dark:text-gray-300 mb-1">Risk Context:</span>
+                                <div className="p-2 bg-white dark:bg-gray-900 rounded border border-gray-200 dark:border-gray-700">
+                                  <span className="text-gray-900 dark:text-gray-100 whitespace-pre-wrap">{triage.true_positive_context}</span>
+                                </div>
+                              </div>
+                            )}
+                          </>
+                        );
+                      })()}
+                    </div>
+                  )}
+
                   {/* Finding Content with conditional word wrap */}
                   <div>
                     {wordWrapEnabled && (
diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index 5ed56aa..5d3aba3 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -39,7 +39,7 @@ const FindingsFilters = ({
     );
 
     const [triageFilter, setTriageFilter] = React.useState(() =>
-        getFilterFromUrl('triage_state', 'untriaged')
+        getFilterFromUrl('triage_state', 'untriaged_and_actionable')
     );
 
     const [triageSourceFilter, setTriageSourceFilter] = React.useState(() =>
@@ -67,7 +67,7 @@ const FindingsFilters = ({
         return categoryFilter !== 'all' ||
             severityFilter !== 'all' ||
             originFilter !== '' ||
-            triageFilter !== 'untriaged' ||
+            triageFilter !== 'untriaged_and_actionable' ||
             triageSourceFilter !== 'all' ||
             objectIdFilter !== '';
     }, [categoryFilter, severityFilter, originFilter, triageFilter, triageSourceFilter, objectIdFilter]);
@@ -77,7 +77,7 @@ const FindingsFilters = ({
         setCategoryFilter('all');
         setSeverityFilter('all');
         setOriginFilter('');
-        setTriageFilter('untriaged');
+        setTriageFilter('untriaged_and_actionable');
         setTriageSourceFilter('all');
         setObjectIdFilter('');
     };
@@ -152,6 +152,15 @@ const FindingsFilters = ({
                     case 'untriaged':
                         if (hasTriage) return false;
                         break;
+                    case 'untriaged_and_actionable':
+                        // Show untriaged files OR files triaged as true_positive or needs_review from automated sources
+                        if (hasTriage) {
+                            const isAutomated = finding.finding_triage_histories[0].automated;
+                            if (!isAutomated || (latestTriage !== 'true_positive' && latestTriage !== 'needs_review')) {
+                                return false;
+                            }
+                        }
+                        break;
                     case 'triaged':
                         if (!hasTriage) return false;
                         break;
@@ -250,6 +259,7 @@ const FindingsFilters = ({
                         value={triageFilter}
                         onChange={handleTriageStateChange}
                     >
+                        <option value="untriaged_and_actionable">Untriaged + Actionable</option>
                         <option value="all">All Triage States</option>
                         <option value="untriaged">Untriaged Only</option>
                         <option value="triaged">Triaged Only</option>
diff --git a/projects/frontend/src/components/Findings/FindingsList.jsx b/projects/frontend/src/components/Findings/FindingsList.jsx
index b750b7a..9b080bc 100644
--- a/projects/frontend/src/components/Findings/FindingsList.jsx
+++ b/projects/frontend/src/components/Findings/FindingsList.jsx
@@ -194,6 +194,9 @@ const FindingsList = () => {
                 automated
                 username
                 value
+                explanation
+                confidence
+                true_positive_context
                 timestamp
               }
             }
@@ -266,6 +269,9 @@ const FindingsList = () => {
               automated
               username
               value
+              explanation
+              confidence
+              true_positive_context
               timestamp
             }
           }
@@ -616,8 +622,8 @@ const NoFilteredFindings = () => {
     // Get the current search params
     const newParams = new URLSearchParams(searchParams);
 
-    // Explicitly set triage_state to "all"
-    newParams.set('triage_state', 'all');
+    // Explicitly set triage_state to "untriaged_and_actionable" (the new default)
+    newParams.set('triage_state', 'untriaged_and_actionable');
 
     // Clear other filter parameters that might be causing the filtering
     newParams.delete('category');
@@ -641,13 +647,13 @@ const NoFilteredFindings = () => {
           No findings match your current filters
         </h3>
         <p className="text-sm text-gray-500 dark:text-gray-400 mb-4">
-          Adjust the filters or click below to view all findings.
+          Adjust the filters or click below to view default findings.
         </p>
         <button
           onClick={handleViewAllFindings}
           className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-md transition-colors inline-flex items-center"
         >
-          View All Findings
+          View Default Findings
         </button>
       </div>
     </div>
diff --git a/projects/frontend/src/components/Findings/Table.jsx b/projects/frontend/src/components/Findings/Table.jsx
index f35ffc9..48455df 100644
--- a/projects/frontend/src/components/Findings/Table.jsx
+++ b/projects/frontend/src/components/Findings/Table.jsx
@@ -256,7 +256,17 @@ const TriageActions = ({ finding, handleTriage, triageStates }) => (
             <div className="flex items-center justify-center">
                 {finding.finding_triage_histories.length > 0 &&
                     finding.finding_triage_histories[0].automated ? (
-                    <Tooltip content="Automated triage" side="top">
+                    <Tooltip 
+                        content={
+                            <>
+                                {finding.finding_triage_histories[0].explanation || "No explanation provided"}
+                                {finding.finding_triage_histories[0].confidence && finding.finding_triage_histories[0].confidence > 0 && (
+                                    <span> (confidence: <strong>{finding.finding_triage_histories[0].confidence}</strong>)</span>
+                                )}
+                            </>
+                        } 
+                        side="top"
+                    >
                         <span>
                             <Bot className="w-4 h-4 text-blue-500 dark:text-blue-400" />
                         </span>
diff --git a/projects/frontend/src/components/Help/HelpPage.jsx b/projects/frontend/src/components/Help/HelpPage.jsx
index 89373b6..a84a53e 100644
--- a/projects/frontend/src/components/Help/HelpPage.jsx
+++ b/projects/frontend/src/components/Help/HelpPage.jsx
@@ -1,13 +1,15 @@
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
-import React from 'react';
+import React, { useState, useEffect } from 'react';
 import { useTheme } from '../ThemeProvider';
+import LoadingSpinner from '../shared/LoadingSpinner';
 
-const services = [
+const allServices = [
   {
     path: '/api/',
     link: '/api/',
     title: 'Nemesis API',
     description: 'The core API interface for Nemesis services',
+    alwaysShow: true,  // Core service, always available
     subpages: [
       {
         path: '/api/docs',
@@ -29,6 +31,7 @@ const services = [
     title: 'Grafana Dashboard',
     description: 'Monitor and visualize Nemesis metrics and logs',
     credential: 'GRAFANA_ADMIN_USER:GRAFANA_ADMIN_PASSWORD',
+    conditional: true,  // Part of monitoring profile
     subpages: [
       {
         path: '/grafana/explore/metrics',
@@ -49,38 +52,115 @@ const services = [
     link: '/hasura/console/',
     title: 'Hasura Interface',
     description: 'Explore and query Nemesis data through the Hasura GraphQL interface',
-    credential: 'HASURA_ADMIN_SECRET'
+    credential: 'HASURA_ADMIN_SECRET',
+    alwaysShow: true  // Core service, always available
   },
   {
     path: '/jupyter/',
     link: '/jupyter/',
     title: 'Jupyter Notebooks',
     description: 'Jupyter notebooks for interacting with Nemesis data.',
-    credential: 'JUPYTER_PASSWORD'
+    credential: 'JUPYTER_PASSWORD',
+    conditional: true  // Part of jupyter profile
   },
   {
     path: '/jaeger/',
     link: '/jaeger/search?limit=200&lookback=24h&maxDuration&minDuration&operation=%2FTaskHubSidecarService%2FStartInstance&service=file-enrichment',
     title: 'Jaeger Tracing',
-    description: 'Distributed tracing viewer for Dapr components and service interactions'
+    description: 'Distributed tracing viewer for Dapr components and service interactions',
+    conditional: true  // Part of monitoring profile
   },
   {
     path: '/prometheus/',
     link: '/prometheus/',
     title: 'Prometheus Dashboard',
-    description: 'Raw Nemesis metrics and performance data'
+    description: 'Raw Nemesis metrics and performance data',
+    conditional: true  // Part of monitoring profile
+  },
+  {
+    path: '/phoenix/',
+    link: '/phoenix/',
+    title: 'Arize Phoenix',
+    description: 'LLM observability and tracing for AI agents',
+    conditional: true  // Part of monitoring profile
   },
   {
     path: '/rabbitmq/',
     link: '/rabbitmq/#/queues',
     title: 'RabbitMQ Dashboard',
     description: 'Monitor and manage message queues and exchanges',
-    credential: 'RABBITMQ_USER:RABBITMQ_PASSWORD'
+    credential: 'RABBITMQ_USER:RABBITMQ_PASSWORD',
+    alwaysShow: true  // Core service, always available
+  },
+  {
+    path: '/llm/',
+    link: 'llm/sso/key/generate',
+    title: 'LiteLLM',
+    description: 'LiteLLM proxy interface',
+    credential: 'admin:sk-LITELLM_ADMIN_PASSWORD',
+    conditional: true  // Part of llm profile
   }
 ];
 
 const HelpPage = () => {
   const { isDark, toggleTheme } = useTheme();
+  const [services, setServices] = useState([]);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  useEffect(() => {
+    const fetchAvailableServices = async () => {
+      try {
+        setLoading(true);
+        setError(null);
+        
+        // Fetch available services from the API
+        const response = await fetch('/api/system/available-services');
+        
+        if (!response.ok) {
+          throw new Error('Failed to fetch available services');
+        }
+        
+        const data = await response.json();
+        const availableServicePaths = data.services || [];
+        
+        // Filter services based on what's available
+        const filteredServices = allServices.filter(service => {
+          // Always show core services
+          if (service.alwaysShow) {
+            return true;
+          }
+          
+          // For conditional services, check if they're in the available list
+          if (service.conditional) {
+            return availableServicePaths.includes(service.path.replace(/\/$/, ''));
+          }
+          
+          return true;
+        });
+        
+        setServices(filteredServices);
+        
+      } catch (err) {
+        console.error('Error fetching available services:', err);
+        setError(err.message);
+        // On error, show all services to avoid breaking the UI
+        setServices(allServices);
+      } finally {
+        setLoading(false);
+      }
+    };
+    
+    fetchAvailableServices();
+  }, []);
+
+  if (loading) {
+    return (
+      <div className="max-w-2xl mx-auto flex justify-center items-center min-h-[400px]">
+        <LoadingSpinner />
+      </div>
+    );
+  }
 
   return (
     <div className="max-w-2xl mx-auto">
@@ -90,6 +170,11 @@ const HelpPage = () => {
             <CardTitle className="text-gray-900 dark:text-white">Available Services</CardTitle>
             <CardDescription className="text-gray-500 dark:text-gray-400 pb-0 mb-0">
               Access points for various Nemesis components and tools
+              {error && (
+                <span className="text-yellow-600 dark:text-yellow-400 text-xs block mt-1">
+                  (Service detection unavailable - showing all services)
+                </span>
+              )}
             </CardDescription>
           </CardHeader>
           <CardContent className="grid gap-1">
diff --git a/projects/frontend/src/components/Search/DocumentSearch.jsx b/projects/frontend/src/components/Search/DocumentSearch.jsx
index 8ade8a3..4c1a469 100644
--- a/projects/frontend/src/components/Search/DocumentSearch.jsx
+++ b/projects/frontend/src/components/Search/DocumentSearch.jsx
@@ -10,6 +10,7 @@ const DocumentSearch = () => {
   const [isAdvancedOpen, setIsAdvancedOpen] = useState(false);
   const [filters, setFilters] = useState({
     pathPattern: '',
+    sourcePattern: '',
     agentPattern: '',
     project: '',
     dateRange: 'any'
@@ -194,11 +195,12 @@ const DocumentSearch = () => {
 
         const query = {
           query: `
-            query SearchDocuments($searchQuery: String!, $pathPattern: String!, $agentPattern: String!, $project: String, $startDate: timestamptz, $endDate: timestamptz) {
+            query SearchDocuments($searchQuery: String!, $pathPattern: String!, $sourcePattern: String!, $agentPattern: String!, $project: String, $startDate: timestamptz, $endDate: timestamptz) {
               search_documents(
                 args: {
                   search_query: $searchQuery,
                   path_pattern: $pathPattern,
+                  source_pattern: $sourcePattern,
                   agent_pattern: $agentPattern,
                   project_name: $project,
                   start_date: $startDate,
@@ -214,6 +216,7 @@ const DocumentSearch = () => {
                 extension
                 project
                 agent_id
+                source
                 timestamp
               }
             }
@@ -221,6 +224,7 @@ const DocumentSearch = () => {
           variables: {
             searchQuery: formatSearchQuery(debouncedQuery),
             pathPattern: convertWildcardToLike(filters.pathPattern),
+            sourcePattern: convertWildcardToLike(filters.sourcePattern),
             agentPattern: convertWildcardToLike(filters.agentPattern),
             project: filters.project || null,
             startDate: startDate?.toISOString() || null,
@@ -258,6 +262,7 @@ const DocumentSearch = () => {
             file_type: result.extension.toUpperCase(),
             project: result.project,
             agent_id: result.agent_id,
+            source: result.source,
             matched_lines: matchedLineNumbers,
             total_matches: totalMatches,
             timestamp: result.timestamp
@@ -345,6 +350,18 @@ const DocumentSearch = () => {
                 className="w-full p-2 border dark:border-gray-700 rounded bg-white dark:bg-dark-secondary dark:text-gray-300 transition-colors"
               />
             </div>
+            <div>
+              <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+                Source
+              </label>
+              <input
+                type="text"
+                value={filters.sourcePattern}
+                onChange={(e) => setFilters({ ...filters, sourcePattern: e.target.value })}
+                placeholder="e.g., host://* or https://*"
+                className="w-full p-2 border dark:border-gray-700 rounded bg-white dark:bg-dark-secondary dark:text-gray-300 transition-colors"
+              />
+            </div>
             <div>
               <label className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
                 Agent ID
@@ -429,6 +446,7 @@ const DocumentSearch = () => {
                   </pre>
                   <div className="mt-2 flex items-center gap-4 text-sm text-gray-500 dark:text-gray-400">
                     <span>Project: {result.project}</span>
+                    <span>Source: {result.source || 'Unknown'}</span>
                     <span>Agent ID: {result.agent_id}</span>
                     <span>
                       {new Date(result.timestamp).toLocaleDateString()}
diff --git a/projects/frontend/src/components/Settings/SettingsPage.jsx b/projects/frontend/src/components/Settings/SettingsPage.jsx
index 9f99a65..d70c491 100644
--- a/projects/frontend/src/components/Settings/SettingsPage.jsx
+++ b/projects/frontend/src/components/Settings/SettingsPage.jsx
@@ -1,6 +1,6 @@
 import { useUser } from '@/contexts/UserContext';
-import { AlertTriangle, Calendar, Database, Trash2, User } from 'lucide-react';
-import React, { useState } from 'react';
+import { AlertTriangle, Bell, Calendar, Database, Trash2, User } from 'lucide-react';
+import React, { useState, useEffect } from 'react';
 import Dialog from '../ui/dialog';
 
 // SettingsSection component remains the same
@@ -43,6 +43,48 @@ const SettingsPage = () => {
   const [showDeleteConfirmation, setShowDeleteConfirmation] = useState(false);
   const [deleteStatus, setDeleteStatus] = useState('');
   const [isDeleting, setIsDeleting] = useState(false);
+  
+  // Version information state
+  const [versionInfo, setVersionInfo] = useState(null);
+  
+  // Alert information state
+  const [alertInfo, setAlertInfo] = useState(null);
+  
+  // Fetch version information on component mount
+  useEffect(() => {
+    const fetchVersionInfo = async () => {
+      try {
+        const response = await fetch('/version.json');
+        if (response.ok) {
+          const data = await response.json();
+          setVersionInfo(data);
+        }
+      } catch (error) {
+        console.error('Failed to fetch version info:', error);
+      }
+    };
+    
+    fetchVersionInfo();
+  }, []);
+  
+  // Fetch alert information on component mount
+  useEffect(() => {
+    const fetchAlertInfo = async () => {
+      try {
+        const response = await fetch('/api/system/apprise-info');
+        if (response.ok) {
+          const data = await response.json();
+          if (data.channels && data.channels.length > 0) {
+            setAlertInfo(data);
+          }
+        }
+      } catch (error) {
+        console.error('Failed to fetch alert info:', error);
+      }
+    };
+    
+    fetchAlertInfo();
+  }, []);
 
   // Event handlers remain the same
   const handleUserSubmit = (e) => {
@@ -240,25 +282,87 @@ const SettingsPage = () => {
           </div>
         </SettingsSection>
 
-        {/* System Information section remains the same */}
+        {/* Alert Information section - only shown if alert info is available */}
+        {alertInfo && alertInfo.channels && alertInfo.channels.length > 0 && (
+          <SettingsSection
+            icon={Bell}
+            title="Alert Information"
+          >
+            <div className="space-y-2 text-sm">
+              {alertInfo.channels.map((channel, index) => (
+                <div key={index} className="flex justify-between">
+                  <span className="text-gray-500 dark:text-gray-400">
+                    {channel.type === 'main' ? 'Main Alert Channel' : `${channel.tag.charAt(0).toUpperCase() + channel.tag.slice(1)} Channel`}
+                  </span>
+                  <span className="text-gray-900 dark:text-gray-100">
+                    #{channel.name}
+                  </span>
+                </div>
+              ))}
+            </div>
+          </SettingsSection>
+        )}
+
+        {/* System Information section with version details */}
         <SettingsSection
           icon={AlertTriangle}
           title="System Information"
-          description="Version and system details"
         >
           <div className="space-y-2 text-sm">
-            <div className="flex justify-between">
-              <span className="text-gray-500 dark:text-gray-400">Version</span>
-              <span className="text-gray-900 dark:text-gray-100">0.1.0</span>
-            </div>
-            <div className="flex justify-between">
-              <span className="text-gray-500 dark:text-gray-400">
-                Build Date
-              </span>
-              <span className="text-gray-900 dark:text-gray-100">
-                January 16, 2025
-              </span>
-            </div>
+            {versionInfo ? (
+              <>
+                <div className="flex justify-between">
+                  <span className="text-gray-500 dark:text-gray-400">Git SHA</span>
+                  <span className="text-gray-900 dark:text-gray-100 font-mono">
+                    {versionInfo.git.shaShort}
+                  </span>
+                </div>
+                <div className="flex justify-between">
+                  <span className="text-gray-500 dark:text-gray-400">Branch</span>
+                  <span className="text-gray-900 dark:text-gray-100">
+                    {versionInfo.git.branch}
+                  </span>
+                </div>
+                {versionInfo.git.tag && (
+                  <div className="flex justify-between">
+                    <span className="text-gray-500 dark:text-gray-400">Release</span>
+                    <span className="text-gray-900 dark:text-gray-100">
+                      {versionInfo.git.tag}
+                    </span>
+                  </div>
+                )}
+                <div className="flex justify-between">
+                  <span className="text-gray-500 dark:text-gray-400">Build Date</span>
+                  <span className="text-gray-900 dark:text-gray-100">
+                    {new Date(versionInfo.build.timestamp).toLocaleString()}
+                  </span>
+                </div>
+                <div className="flex justify-between">
+                  <span className="text-gray-500 dark:text-gray-400">Build Source</span>
+                  <span className="text-gray-900 dark:text-gray-100">
+                    {versionInfo.build.source}
+                  </span>
+                </div>
+                {versionInfo.git.dirty && (
+                  <div className="flex justify-between">
+                    <span className="text-gray-500 dark:text-gray-400">Status</span>
+                    <span className="text-yellow-600 dark:text-yellow-400">
+                      Uncommitted changes
+                    </span>
+                  </div>
+                )}
+                <div className="flex justify-between items-start">
+                  <span className="text-gray-500 dark:text-gray-400">Last Commit</span>
+                  <span className="text-gray-900 dark:text-gray-100 text-right max-w-xs">
+                    {versionInfo.git.commitMessage}
+                  </span>
+                </div>
+              </>
+            ) : (
+              <div className="text-gray-500 dark:text-gray-400">
+                Loading version information...
+              </div>
+            )}
           </div>
         </SettingsSection>
       </div>
diff --git a/projects/frontend/src/components/Yara/YaraManager.jsx b/projects/frontend/src/components/Yara/YaraManager.jsx
index 4214fd7..b071937 100644
--- a/projects/frontend/src/components/Yara/YaraManager.jsx
+++ b/projects/frontend/src/components/Yara/YaraManager.jsx
@@ -14,7 +14,7 @@ import {
 } from 'lucide-react';
 import React, { useEffect, useMemo, useState } from 'react';
 
-const Tooltip = ({ children, content }) => {
+const Tooltip = ({ children, content, position = 'top' }) => {
   const [isVisible, setIsVisible] = useState(false);
   return (
     <div className="relative inline-block"
@@ -22,9 +22,13 @@ const Tooltip = ({ children, content }) => {
       onMouseLeave={() => setIsVisible(false)}>
       {children}
       {isVisible && (
-        <div className="absolute z-10 px-2 py-1 text-sm text-white bg-gray-900 rounded-md whitespace-nowrap -top-8 left-1/2 transform -translate-x-1/2">
+        <div className={`absolute z-10 px-2 py-1 text-sm text-white bg-gray-900 rounded-md whitespace-nowrap left-1/2 transform -translate-x-1/2 ${
+          position === 'bottom' ? 'top-full mt-2' : '-top-8'
+        }`}>
           {content}
-          <div className="absolute -bottom-1 left-1/2 transform -translate-x-1/2 w-2 h-2 bg-gray-900 rotate-45"></div>
+          <div className={`absolute left-1/2 transform -translate-x-1/2 w-2 h-2 bg-gray-900 rotate-45 ${
+            position === 'bottom' ? '-top-1' : '-bottom-1'
+          }`}></div>
         </div>
       )}
     </div>
@@ -68,6 +72,7 @@ const YaraRulesManager = () => {
   const [needsReload, setNeedsReload] = useState(false);
   const [isReloading, setIsReloading] = useState(false);
   const [showReloadAlert, setShowReloadAlert] = useState(false);
+  const [isBulkRunning, setIsBulkRunning] = useState(false);
 
   // Set source to username when creating a new rule
   useEffect(() => {
@@ -324,6 +329,22 @@ const YaraRulesManager = () => {
     }
   };
 
+  // Add bulk re-run handler
+  const handleBulkRerun = async () => {
+    try {
+      setIsBulkRunning(true);
+      await fetch('/api/enrichments/yara/bulk', { method: 'POST' });
+
+      // Show bulk re-run notification for 20 seconds
+      setTimeout(() => {
+        setIsBulkRunning(false);
+      }, 20000);
+    } catch (err) {
+      setError(`Failed to trigger bulk Yara re-run: ${err.message}`);
+      setIsBulkRunning(false);
+    }
+  };
+
   if (error) {
     return (
       <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
@@ -354,7 +375,7 @@ const YaraRulesManager = () => {
               <PlusCircle className="w-4 h-4" />
               <span>New Rule</span>
             </button>
-            <Tooltip content="Signal the Nemesis Yara engine to reload the modified rule set">
+            <Tooltip content="Signal the Nemesis Yara engine to reload the modified rule set" position="bottom">
               <button
                 onClick={handleReload}
                 disabled={!needsReload || isReloading}
@@ -367,6 +388,19 @@ const YaraRulesManager = () => {
                 <span>Reload Yara Engine</span>
               </button>
             </Tooltip>
+            <Tooltip content="Trigger a bulk re-run of all Yara rules against all files in the system" position="bottom">
+              <button
+                onClick={handleBulkRerun}
+                disabled={isBulkRunning}
+                className={`flex items-center space-x-2 px-4 py-2 rounded-lg transition-colors ${isBulkRunning
+                  ? 'bg-gray-300 text-gray-500 cursor-not-allowed dark:bg-gray-700 dark:text-gray-400'
+                  : 'bg-orange-600 text-white hover:bg-orange-700'
+                  }`}
+              >
+                <Clock className="w-4 h-4" />
+                <span>Re-run Yara Rules</span>
+              </button>
+            </Tooltip>
             </div>
           </div>
 
@@ -388,6 +422,15 @@ const YaraRulesManager = () => {
               </span>
             </div>
           )}
+
+          {isBulkRunning && (
+            <div className="mt-4 p-3 bg-orange-50 dark:bg-orange-900/20 border border-orange-200 dark:border-orange-800 rounded-lg flex items-center space-x-2">
+              <div className="animate-spin rounded-full h-5 w-5 border-b-2 border-orange-600 dark:border-orange-400"></div>
+              <span className="text-orange-800 dark:text-orange-300 font-medium">
+                Re-running Yara Rules...
+              </span>
+            </div>
+          )}
         </div>
 
         <div className="p-6">
diff --git a/projects/frontend/src/types/filesystem.d.ts b/projects/frontend/src/types/filesystem.d.ts
new file mode 100644
index 0000000..abe8e15
--- /dev/null
+++ b/projects/frontend/src/types/filesystem.d.ts
@@ -0,0 +1,48 @@
+// TypeScript declarations for FileSystem API
+interface DataTransferItem {
+  webkitGetAsEntry(): FileSystemEntry | null;
+}
+
+interface FileSystemEntry {
+  readonly isFile: boolean;
+  readonly isDirectory: boolean;
+  readonly name: string;
+  readonly fullPath: string;
+  readonly filesystem: FileSystem;
+  
+  getMetadata(successCallback: (metadata: Metadata) => void, errorCallback?: (error: Error) => void): void;
+  moveTo(parent: FileSystemDirectoryEntry, newName?: string, successCallback?: (entry: FileSystemEntry) => void, errorCallback?: (error: Error) => void): void;
+  copyTo(parent: FileSystemDirectoryEntry, newName?: string, successCallback?: (entry: FileSystemEntry) => void, errorCallback?: (error: Error) => void): void;
+  toURL(): string;
+  remove(successCallback: () => void, errorCallback?: (error: Error) => void): void;
+  getParent(successCallback: (parent: FileSystemDirectoryEntry) => void, errorCallback?: (error: Error) => void): void;
+}
+
+interface FileSystemFileEntry extends FileSystemEntry {
+  file(successCallback: (file: File) => void, errorCallback?: (error: Error) => void): void;
+}
+
+interface FileSystemDirectoryEntry extends FileSystemEntry {
+  createReader(): FileSystemDirectoryReader;
+  getFile(path: string, options?: FileSystemFlags, successCallback?: (entry: FileSystemFileEntry) => void, errorCallback?: (error: Error) => void): void;
+  getDirectory(path: string, options?: FileSystemFlags, successCallback?: (entry: FileSystemDirectoryEntry) => void, errorCallback?: (error: Error) => void): void;
+}
+
+interface FileSystemDirectoryReader {
+  readEntries(successCallback: (entries: FileSystemEntry[]) => void, errorCallback?: (error: Error) => void): void;
+}
+
+interface FileSystemFlags {
+  create?: boolean;
+  exclusive?: boolean;
+}
+
+interface Metadata {
+  modificationTime: Date;
+  size: number;
+}
+
+interface FileSystem {
+  readonly name: string;
+  readonly root: FileSystemDirectoryEntry;
+}
\ No newline at end of file
diff --git a/projects/frontend/src/utils/FolderCompressor.ts b/projects/frontend/src/utils/FolderCompressor.ts
new file mode 100644
index 0000000..c2e565d
--- /dev/null
+++ b/projects/frontend/src/utils/FolderCompressor.ts
@@ -0,0 +1,211 @@
+import JSZip from 'jszip';
+
+export interface CompressionProgress {
+  currentFile: string;
+  filesProcessed: number;
+  totalFiles: number;
+  uncompressedSize: number;
+  compressedSize: number;
+  percentage: number;
+}
+
+export interface CompressionResult {
+  blob: Blob;
+  uncompressedSize: number;
+  compressedSize: number;
+  fileCount: number;
+}
+
+export interface CompressionOptions {
+  maxUncompressedSize?: number; // Default: 500MB
+  maxCompressedSize?: number;   // Default: 100MB
+  onProgress?: (progress: CompressionProgress) => void;
+  compressionLevel?: number;    // 0-9, default 6
+}
+
+export class FolderCompressor {
+  private static readonly DEFAULT_MAX_UNCOMPRESSED = 500 * 1024 * 1024; // 500MB uncompressed
+  private static readonly DEFAULT_MAX_COMPRESSED = 100 * 1024 * 1024;  // 100MB compressed
+  
+  private abortController: AbortController | null = null;
+
+  async compressFolder(
+    folderEntry: FileSystemDirectoryEntry,
+    options: CompressionOptions = {}
+  ): Promise<CompressionResult> {
+    const {
+      maxUncompressedSize = FolderCompressor.DEFAULT_MAX_UNCOMPRESSED,
+      maxCompressedSize = FolderCompressor.DEFAULT_MAX_COMPRESSED,
+      onProgress,
+      compressionLevel = 6
+    } = options;
+
+    this.abortController = new AbortController();
+    
+    const zip = new JSZip();
+    let uncompressedSize = 0;
+    let filesProcessed = 0;
+    
+    // First, collect all files and check total size
+    const allFiles = await this.collectFiles(folderEntry);
+    const totalFiles = allFiles.length;
+    
+    if (totalFiles === 0) {
+      throw new Error('Folder is empty');
+    }
+    
+    // Calculate total uncompressed size
+    const totalUncompressedSize = allFiles.reduce((sum, { file }) => sum + file.size, 0);
+    
+    if (totalUncompressedSize > maxUncompressedSize) {
+      throw new Error(
+        `Folder size (${this.formatSize(totalUncompressedSize)}) exceeds maximum allowed size (${this.formatSize(maxUncompressedSize)})`
+      );
+    }
+    
+    // Add files to zip with progress tracking
+    for (const { path, file } of allFiles) {
+      if (this.abortController.signal.aborted) {
+        throw new Error('Compression cancelled');
+      }
+      
+      // Remove leading slash if present
+      const zipPath = path.startsWith('/') ? path.slice(1) : path;
+      
+      // Add file to zip
+      zip.file(zipPath, file, {
+        compression: 'DEFLATE',
+        compressionOptions: { level: compressionLevel }
+      });
+      
+      uncompressedSize += file.size;
+      filesProcessed++;
+      
+      // Report progress
+      if (onProgress) {
+        onProgress({
+          currentFile: path,
+          filesProcessed,
+          totalFiles,
+          uncompressedSize,
+          compressedSize: 0, // Will be updated after compression
+          percentage: (filesProcessed / totalFiles) * 100
+        });
+      }
+    }
+    
+    // Generate the compressed blob
+    const blob = await zip.generateAsync(
+      {
+        type: 'blob',
+        compression: 'DEFLATE',
+        compressionOptions: { level: compressionLevel },
+        streamFiles: true
+      },
+      (metadata) => {
+        // Update progress during compression
+        if (onProgress && metadata.percent) {
+          onProgress({
+            currentFile: 'Compressing...',
+            filesProcessed,
+            totalFiles,
+            uncompressedSize,
+            compressedSize: 0,
+            percentage: metadata.percent
+          });
+        }
+      }
+    );
+    
+    // Check compressed size
+    if (blob.size > maxCompressedSize) {
+      throw new Error(
+        `Compressed size (${this.formatSize(blob.size)}) exceeds maximum allowed size (${this.formatSize(maxCompressedSize)})`
+      );
+    }
+    
+    return {
+      blob,
+      uncompressedSize,
+      compressedSize: blob.size,
+      fileCount: totalFiles
+    };
+  }
+  
+  abort(): void {
+    if (this.abortController) {
+      this.abortController.abort();
+    }
+  }
+  
+  private async collectFiles(
+    entry: FileSystemEntry,
+    basePath: string = ''
+  ): Promise<Array<{ path: string; file: File }>> {
+    const files: Array<{ path: string; file: File }> = [];
+    
+    if (entry.isFile) {
+      const fileEntry = entry as FileSystemFileEntry;
+      const file = await this.getFile(fileEntry);
+      files.push({ path: basePath + entry.name, file });
+    } else if (entry.isDirectory) {
+      const dirEntry = entry as FileSystemDirectoryEntry;
+      const dirPath = basePath + entry.name + '/';
+      const entries = await this.readDirectory(dirEntry);
+      
+      for (const childEntry of entries) {
+        if (this.abortController?.signal.aborted) {
+          break;
+        }
+        const childFiles = await this.collectFiles(childEntry, dirPath);
+        files.push(...childFiles);
+      }
+    }
+    
+    return files;
+  }
+  
+  private getFile(fileEntry: FileSystemFileEntry): Promise<File> {
+    return new Promise((resolve, reject) => {
+      fileEntry.file(resolve, reject);
+    });
+  }
+  
+  private readDirectory(dirEntry: FileSystemDirectoryEntry): Promise<FileSystemEntry[]> {
+    return new Promise((resolve, reject) => {
+      const entries: FileSystemEntry[] = [];
+      const reader = dirEntry.createReader();
+      
+      const readEntries = () => {
+        reader.readEntries(
+          (results) => {
+            if (results.length > 0) {
+              entries.push(...results);
+              readEntries(); // Continue reading
+            } else {
+              resolve(entries);
+            }
+          },
+          reject
+        );
+      };
+      
+      readEntries();
+    });
+  }
+  
+  private formatSize(bytes: number): string {
+    const units = ['B', 'KB', 'MB', 'GB'];
+    let size = bytes;
+    let unitIndex = 0;
+    
+    while (size >= 1024 && unitIndex < units.length - 1) {
+      size /= 1024;
+      unitIndex++;
+    }
+    
+    return `${size.toFixed(2)} ${units[unitIndex]}`;
+  }
+}
+
+export const folderCompressor = new FolderCompressor();
\ No newline at end of file
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 9bcfaa4..1ae8ded 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -197,6 +197,73 @@ async def delete_database_entries(object_ids: List[str]) -> bool:
             conn.close()
 
 
+async def delete_expired_containers(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the container_processing table.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all containers will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    try:
+        conn = get_db_connection()
+
+        # Use provided expiration date or current datetime
+        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+        # Define the WHERE clause based on the expiration_date
+        where_clause = "WHERE 1=1"  # Default to delete all records if datetime.max
+        params = tuple()
+
+        if expiration_date != datetime.max:
+            where_clause = "WHERE expiration < %s"
+            params = (comparison_date,)
+
+        with conn.cursor() as cur:
+            # First, get count of records that will be deleted for logging
+            cur.execute(
+                f"""
+                SELECT COUNT(*)
+                FROM container_processing
+                {where_clause}
+                """,
+                params,
+            )
+            count_to_delete = cur.fetchone()[0]
+
+            if count_to_delete == 0:
+                logger.info("No expired containers found to delete")
+                return True
+
+            # Delete expired entries from container_processing table
+            cur.execute(
+                f"""
+                DELETE FROM container_processing
+                {where_clause}
+                """,
+                params,
+            )
+
+        conn.commit()
+        logger.info(
+            "Successfully deleted expired containers",
+            container_count=count_to_delete,
+            expiration_date=comparison_date if expiration_date != datetime.max else "all"
+        )
+        return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired containers")
+        return False
+    finally:
+        if conn:
+            conn.close()
+
+
 async def run_cleanup_job(expiration_date: Optional[datetime] = None):
     """
     Main job function that runs the cleanup process.
@@ -216,31 +283,45 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
         return
 
     try:
-        # Step 1: Get expired object IDs from database using the provided expiration date
-        expired_object_ids = await get_expired_object_ids(expiration_date)
-        logger.info("Found expired objects", count=len(expired_object_ids))
+        # we do this three times over a minute to round up weird processing edge cases (hopefully)
+        for x in range(3):
+            # Step 1: Get expired object IDs from database using the provided expiration date
+            expired_object_ids = await get_expired_object_ids(expiration_date)
+            logger.info("Found expired objects", count=len(expired_object_ids), round=(x+1))
 
-        if not expired_object_ids:
-            logger.info("No expired objects found, cleanup job completed")
-            return
+            if not expired_object_ids:
+                logger.info("No expired objects found, cleanup job completed", round=(x+1))
+                return
 
-        # Step 2: Get related transform object IDs
-        transform_object_ids = await get_transform_object_ids(expired_object_ids)
-        logger.info("Found related transform objects", count=len(transform_object_ids))
+            # Step 2: Get related transform object IDs
+            transform_object_ids = await get_transform_object_ids(expired_object_ids)
+            logger.info("Found related transform objects", count=len(transform_object_ids), round=(x+1))
 
-        # Step 3: Combine all object IDs that need to be deleted from Minio
-        all_object_ids = list(set(expired_object_ids + transform_object_ids))
+            # Step 3: Combine all object IDs that need to be deleted from Minio
+            all_object_ids = list(set(expired_object_ids + transform_object_ids))
 
-        # Step 4: Delete objects from Minio using the StorageMinio instance
-        deleted_count = storage.delete_objects(all_object_ids)
-        logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids))
+            # Step 4: Delete objects from Minio using the StorageMinio instance
+            deleted_count = storage.delete_objects(all_object_ids)
+            logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids), round=(x+1))
+
+            # Step 5: Delete database entries
+            db_delete_success = await delete_database_entries(expired_object_ids)
+            if db_delete_success:
+                logger.info("Successfully deleted database entries", round=(x+1))
+            else:
+                logger.error("Failed to delete some database entries during cleanup job", round=(x+1))
+
+            # Step 6: delete any expired containers
+            container_delete_success = await delete_expired_containers(expiration_date)
+            if container_delete_success:
+                logger.info("Successfully deleted container entries", round=(x+1))
+            else:
+                logger.error("Failed to delete some container entries during cleanup job", round=(x+1))
+
+            await asyncio.sleep(20)
+
+        logger.info("Cleanup job complete")
 
-        # Step 5: Delete database entries
-        db_delete_success = await delete_database_entries(expired_object_ids)
-        if db_delete_success:
-            logger.info("Successfully completed cleanup job")
-        else:
-            logger.error("Failed to delete some database entries during cleanup job")
 
     except Exception as e:
         logger.exception(e, message="Error running cleanup job")
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index d029061..0d6378f 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -24,71 +24,3 @@ ruff = "^0.9.2"
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
-[tool.ruff]
-select = [
-    "E",      # pycodestyle errors
-    "W",      # pycodestyle warnings
-    "F",      # pyflakes
-    "I",      # isort
-    "C",      # flake8-comprehensions
-    "B",      # flake8-bugbear
-    "UP",     # pyupgrade
-    "NPY",    # numpydoc
-    "A",      # flake8-annotations
-    "TCH001", # Move application-only imports into TYPE_CHECKING block
-    "TCH002", # Move third-party imports into TYPE_CHECKING block
-    "TCH003", # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
diff --git a/projects/jupyter/notebooks/3_workflow_performance.ipynb b/projects/jupyter/notebooks/3_workflow_performance.ipynb
new file mode 100644
index 0000000..a8fcf75
--- /dev/null
+++ b/projects/jupyter/notebooks/3_workflow_performance.ipynb
@@ -0,0 +1,692 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Workflow Performance Analysis\n",
+    "\n",
+    "This notebook analyzes the performance of Nemesis file processing workflows."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "from datetime import datetime, timedelta\n",
+    "from gql import gql, Client\n",
+    "from gql.transport.requests import RequestsHTTPTransport\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore')\n",
+    "\n",
+    "# Set up plotting style\n",
+    "plt.style.use('seaborn-v0_8')\n",
+    "sns.set_palette(\"husl\")\n",
+    "\n",
+    "# Set up the GraphQL client\n",
+    "hasura_url = os.getenv('HASURA_GRAPHQL_URL', 'http://hasura:8080/v1/graphql')\n",
+    "admin_secret = os.getenv('HASURA_ADMIN_SECRET', '')\n",
+    "\n",
+    "transport = RequestsHTTPTransport(\n",
+    "    url=hasura_url,\n",
+    "    headers={'x-hasura-admin-secret': admin_secret}\n",
+    ")\n",
+    "\n",
+    "client = Client(transport=transport, fetch_schema_from_transport=True)\n",
+    "print(f\"Connected to Hasura at: {hasura_url}\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Data Collection\n",
+    "\n",
+    "Let's collect all the necessary data for our performance analysis."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get all files data with timestamps and sizes\n",
+    "files_query = gql(\"\"\"\n",
+    "    query {\n",
+    "        files_enriched {\n",
+    "            object_id\n",
+    "            file_name\n",
+    "            extension\n",
+    "            size\n",
+    "            originating_object_id\n",
+    "            created_at\n",
+    "            updated_at\n",
+    "        }\n",
+    "    }\n",
+    "\"\"\")\n",
+    "\n",
+    "print(\"Fetching files data...\")\n",
+    "files_result = client.execute(files_query)\n",
+    "files_df = pd.DataFrame(files_result['files_enriched'])\n",
+    "\n",
+    "# Convert timestamps to datetime objects\n",
+    "files_df['created_at'] = pd.to_datetime(files_df['created_at'])\n",
+    "files_df['updated_at'] = pd.to_datetime(files_df['updated_at'])\n",
+    "\n",
+    "# Add file size in MB for easier analysis\n",
+    "files_df['size_mb'] = files_df['size'] / (1024 * 1024)\n",
+    "\n",
+    "print(f\"Fetched {len(files_df)} files\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Get workflow data for processing time analysis\n",
+    "workflows_query = gql(\"\"\"\n",
+    "    query {\n",
+    "        workflows {\n",
+    "            wf_id\n",
+    "            object_id\n",
+    "            filename\n",
+    "            status\n",
+    "            runtime_seconds\n",
+    "            start_time\n",
+    "        }\n",
+    "    }\n",
+    "\"\"\")\n",
+    "\n",
+    "print(\"Fetching workflows data...\")\n",
+    "workflows_result = client.execute(workflows_query)\n",
+    "workflows_df = pd.DataFrame(workflows_result['workflows'])\n",
+    "\n",
+    "if not workflows_df.empty:\n",
+    "    # Convert timestamps to datetime objects\n",
+    "    workflows_df['start_time'] = pd.to_datetime(workflows_df['start_time'])\n",
+    "\n",
+    "    # Filter for completed workflows only\n",
+    "    completed_workflows = workflows_df[workflows_df['status'].str.lower() == 'completed'].copy()\n",
+    "\n",
+    "    print(f\"Fetched {len(workflows_df)} workflows ({len(completed_workflows)} completed)\")\n",
+    "else:\n",
+    "    print(\"No workflows found\")\n",
+    "    completed_workflows = pd.DataFrame()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Basic Statistics\n",
+    "\n",
+    "Let's calculate the basic statistics for our performance analysis."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Calculate basic file statistics\n",
+    "total_files = len(files_df)\n",
+    "submitted_files = len(files_df[files_df['originating_object_id'].isna()])\n",
+    "derived_files = total_files - submitted_files\n",
+    "\n",
+    "print(\"\\n\" + \"=\"*80)\n",
+    "print(\"                           BASIC STATISTICS\")\n",
+    "print(\"=\"*80)\n",
+    "\n",
+    "# File counts with nice formatting\n",
+    "print(f\"\\n📁 FILE COUNTS\")\n",
+    "print(f\"   Total processed files:     {total_files:>12,}\")\n",
+    "print(f\"   Submitted files:           {submitted_files:>12,}\")\n",
+    "print(f\"   Derived files:             {derived_files:>12,}\")\n",
+    "if submitted_files > 0:\n",
+    "    print(f\"   Derivation ratio:          {derived_files/submitted_files:>12.2f}x\")\n",
+    "else:\n",
+    "    print(f\"   Derivation ratio:          {'N/A':>12}\")\n",
+    "\n",
+    "# Calculate file size statistics\n",
+    "if not files_df.empty:\n",
+    "    # Remove files with zero or null size for size analysis\n",
+    "    files_with_size = files_df[files_df['size'] > 0]\n",
+    "\n",
+    "    print(f\"\\n📊 FILE SIZE STATISTICS\")\n",
+    "    print(f\"   Files with size data:      {len(files_with_size):>12,}\")\n",
+    "    if not files_with_size.empty:\n",
+    "        print(f\"   Average file size:         {files_with_size['size_mb'].mean():>12.2f} MB\")\n",
+    "        print(f\"   Median file size:          {files_with_size['size_mb'].median():>12.2f} MB\")\n",
+    "        print(f\"   Top 10% average size:      {files_with_size['size_mb'].quantile(0.9):>12.2f} MB\")\n",
+    "        print(f\"   Largest file:              {files_with_size['size_mb'].max():>12.2f} MB\")\n",
+    "        total_gb = files_with_size['size_mb'].sum() / 1024\n",
+    "        print(f\"   Total data processed:      {total_gb:>12.2f} GB\")\n",
+    "    else:\n",
+    "        print(f\"   No files with size data available\")\n",
+    "\n",
+    "# Calculate actual processing time for each file\n",
+    "# For files where updated_at == created_at, use workflow runtime_seconds\n",
+    "# Otherwise use the difference between updated_at and created_at\n",
+    "files_df['processing_duration_seconds'] = (files_df['updated_at'] - files_df['created_at']).dt.total_seconds()\n",
+    "\n",
+    "# Merge with workflow data to get runtime_seconds where needed\n",
+    "if not completed_workflows.empty:\n",
+    "    files_with_workflow = files_df.merge(completed_workflows[['object_id', 'runtime_seconds']],\n",
+    "                                        on='object_id', how='left')\n",
+    "\n",
+    "    # Use the maximum of file processing duration or workflow runtime\n",
+    "    files_with_workflow['actual_processing_time'] = files_with_workflow[['processing_duration_seconds', 'runtime_seconds']].max(axis=1, skipna=True)\n",
+    "\n",
+    "    # For files without workflow data, use the processing duration\n",
+    "    files_with_workflow['actual_processing_time'] = files_with_workflow['actual_processing_time'].fillna(files_with_workflow['processing_duration_seconds'])\n",
+    "\n",
+    "    # Remove files with zero or negative processing time\n",
+    "    files_with_processing_time = files_with_workflow[files_with_workflow['actual_processing_time'] > 0]\n",
+    "\n",
+    "    print(f\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
+    "    print(f\"   Files with processing data: {len(files_with_processing_time):>11,}\")\n",
+    "    if not files_with_processing_time.empty:\n",
+    "        avg_time = files_with_processing_time['actual_processing_time'].mean()\n",
+    "        median_time = files_with_processing_time['actual_processing_time'].median()\n",
+    "        p90_time = files_with_processing_time['actual_processing_time'].quantile(0.9)\n",
+    "        max_time = files_with_processing_time['actual_processing_time'].max()\n",
+    "        total_time = files_with_processing_time['actual_processing_time'].sum()\n",
+    "\n",
+    "        print(f\"   Average processing time:   {avg_time:>12.2f} seconds\")\n",
+    "        print(f\"   Median processing time:    {median_time:>12.2f} seconds\")\n",
+    "        print(f\"   Top 10% processing time:   {p90_time:>12.2f} seconds\")\n",
+    "        print(f\"   Longest processing time:   {max_time:>12.2f} seconds\")\n",
+    "        print(f\"   Total processing time:     {total_time/60:>12.2f} minutes\")\n",
+    "        print(f\"                              {total_time/3600:>12.2f} hours\")\n",
+    "    else:\n",
+    "        print(f\"   No processing time data available\")\n",
+    "else:\n",
+    "    print(f\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
+    "    print(f\"   No workflow data available for processing time analysis\")\n",
+    "    # Still calculate from file timestamps\n",
+    "    files_with_processing_time = files_df[files_df['processing_duration_seconds'] > 0]\n",
+    "    if not files_with_processing_time.empty:\n",
+    "        print(f\"   Files with timestamp data:  {len(files_with_processing_time):>11,}\")\n",
+    "        avg_time = files_with_processing_time['processing_duration_seconds'].mean()\n",
+    "        median_time = files_with_processing_time['processing_duration_seconds'].median()\n",
+    "        print(f\"   Average processing time:   {avg_time:>12.2f} seconds (from timestamps)\")\n",
+    "        print(f\"   Median processing time:    {median_time:>12.2f} seconds (from timestamps)\")\n",
+    "        # Set actual_processing_time for later use\n",
+    "        files_df['actual_processing_time'] = files_df['processing_duration_seconds']\n",
+    "    else:\n",
+    "        print(f\"   No processing time data available\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Total Processing Time and Files Per Minute\n",
+    "\n",
+    "Calculate the total time from first submission to last completion and files processed per minute."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Calculate total processing time from first submitted file to last processed file\n",
+    "if not files_df.empty:\n",
+    "    # Get submitted files only for the start time\n",
+    "    submitted_files_df = files_df[files_df['originating_object_id'].isna()]\n",
+    "\n",
+    "    if not submitted_files_df.empty:\n",
+    "        first_submission = submitted_files_df['created_at'].min()\n",
+    "        last_completion = files_df['updated_at'].max()  # Use all files for completion time\n",
+    "\n",
+    "        total_processing_duration = last_completion - first_submission\n",
+    "        total_processing_minutes = total_processing_duration.total_seconds() / 60\n",
+    "        total_processing_hours = total_processing_minutes / 60\n",
+    "\n",
+    "        print(\"\\n\" + \"=\"*80)\n",
+    "        print(\"                    TOTAL PROCESSING TIME ANALYSIS\")\n",
+    "        print(\"=\"*80)\n",
+    "        print(f\"\\n⏰ TIMELINE ANALYSIS\")\n",
+    "        print(f\"   First file submitted:      {first_submission}\")\n",
+    "        print(f\"   Last file completed:       {last_completion}\")\n",
+    "        print(f\"   Total processing duration: {total_processing_duration}\")\n",
+    "        print(f\"   Total processing time:     {total_processing_minutes:>12.2f} minutes\")\n",
+    "        print(f\"                              {total_processing_hours:>12.2f} hours\")\n",
+    "\n",
+    "        # Calculate files per minute\n",
+    "        if total_processing_minutes > 0:\n",
+    "            submitted_files_per_minute = submitted_files / total_processing_minutes\n",
+    "            total_files_per_minute = total_files / total_processing_minutes\n",
+    "\n",
+    "            print(f\"\\n📈 THROUGHPUT ANALYSIS\")\n",
+    "            print(f\"   Submitted files per minute: {submitted_files_per_minute:>11.2f}\")\n",
+    "            print(f\"   Total files per minute:     {total_files_per_minute:>11.2f}\")\n",
+    "            print(f\"   Files per hour:            {total_files_per_minute * 60:>12.2f}\")\n",
+    "            print(f\"   Files per day:             {total_files_per_minute * 60 * 24:>12.0f}\")\n",
+    "\n",
+    "            # Calculate data throughput if we have size data\n",
+    "            if 'files_with_size' in locals() and not files_with_size.empty:\n",
+    "                total_data_mb = files_with_size['size_mb'].sum()\n",
+    "                data_per_minute = total_data_mb / total_processing_minutes\n",
+    "                print(f\"   Data processed per minute: {data_per_minute:>12.2f} MB/min\")\n",
+    "                print(f\"   Data processed per hour:   {data_per_minute * 60:>12.2f} MB/hour\")\n",
+    "                print(f\"                              {data_per_minute * 60 / 1024:>12.2f} GB/hour\")\n",
+    "        else:\n",
+    "            print(\"   Cannot calculate throughput - no processing time\")\n",
+    "    else:\n",
+    "        print(\"No submitted files found for processing time analysis\")\n",
+    "else:\n",
+    "    print(\"No files found for processing time analysis\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## File Size Analysis and Visualizations\n",
+    "\n",
+    "Let's create detailed visualizations of file sizes and processing patterns."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# File size distribution analysis\n",
+    "if not files_df.empty:\n",
+    "    files_with_size = files_df[files_df['size'] > 0]\n",
+    "\n",
+    "    if not files_with_size.empty:\n",
+    "        # Create comprehensive file size analysis\n",
+    "        fig, axes = plt.subplots(2, 2, figsize=(15, 12))\n",
+    "\n",
+    "        # 1. File size distribution histogram\n",
+    "        axes[0, 0].hist(files_with_size['size_mb'], bins=50, alpha=0.7, edgecolor='black')\n",
+    "        axes[0, 0].set_title('File Size Distribution')\n",
+    "        axes[0, 0].set_xlabel('File Size (MB)')\n",
+    "        axes[0, 0].set_ylabel('Frequency')\n",
+    "        axes[0, 0].set_yscale('log')\n",
+    "\n",
+    "        # 2. File size box plot\n",
+    "        axes[0, 1].boxplot(files_with_size['size_mb'], vert=True)\n",
+    "        axes[0, 1].set_title('File Size Box Plot')\n",
+    "        axes[0, 1].set_ylabel('File Size (MB)')\n",
+    "        axes[0, 1].set_yscale('log')\n",
+    "\n",
+    "        # 3. Top file extensions by count\n",
+    "        top_extensions = files_with_size['extension'].value_counts().head(10)\n",
+    "        axes[1, 0].bar(range(len(top_extensions)), top_extensions.values)\n",
+    "        axes[1, 0].set_title('Top 10 File Extensions by Count')\n",
+    "        axes[1, 0].set_xlabel('Extension')\n",
+    "        axes[1, 0].set_ylabel('Count')\n",
+    "        axes[1, 0].set_xticks(range(len(top_extensions)))\n",
+    "        axes[1, 0].set_xticklabels(top_extensions.index, rotation=45)\n",
+    "\n",
+    "        # 4. File size by extension (top 10)\n",
+    "        ext_sizes = files_with_size.groupby('extension')['size_mb'].mean().sort_values(ascending=False).head(10)\n",
+    "        axes[1, 1].bar(range(len(ext_sizes)), ext_sizes.values)\n",
+    "        axes[1, 1].set_title('Average File Size by Extension (Top 10)')\n",
+    "        axes[1, 1].set_xlabel('Extension')\n",
+    "        axes[1, 1].set_ylabel('Average Size (MB)')\n",
+    "        axes[1, 1].set_xticks(range(len(ext_sizes)))\n",
+    "        axes[1, 1].set_xticklabels(ext_sizes.index, rotation=45)\n",
+    "\n",
+    "        plt.tight_layout()\n",
+    "        plt.show()\n",
+    "\n",
+    "        print(\"\\n\" + \"=\"*80)\n",
+    "        print(\"                        FILE SIZE ANALYSIS RESULTS\")\n",
+    "        print(\"=\"*80)\n",
+    "\n",
+    "        # Print top 10% file sizes\n",
+    "        top_10_percent = files_with_size.nlargest(int(len(files_with_size) * 0.1), 'size_mb')\n",
+    "        print(f\"\\n📊 TOP 10% LARGEST FILES ANALYSIS\")\n",
+    "        print(f\"   Number of files in top 10%: {len(top_10_percent):>11,}\")\n",
+    "        print(f\"   Average size of top 10%:    {top_10_percent['size_mb'].mean():>12.2f} MB\")\n",
+    "        print(f\"   Size range:                 {top_10_percent['size_mb'].min():>12.2f} - {top_10_percent['size_mb'].max():.2f} MB\")\n",
+    "\n",
+    "        # Show top 10 largest files\n",
+    "        print(f\"\\n🏆 TOP 10 LARGEST FILES\")\n",
+    "        largest_files = files_with_size.nlargest(10, 'size_mb')[['file_name', 'extension', 'size_mb']]\n",
+    "        for i, (idx, row) in enumerate(largest_files.iterrows(), 1):\n",
+    "            print(f\"   {i:>2}. {row['file_name']} ({row['extension']}): {row['size_mb']:.2f} MB\")\n",
+    "\n",
+    "        print(\"=\"*80)\n",
+    "    else:\n",
+    "        print(\"No files with size data found\")\n",
+    "else:\n",
+    "    print(\"No files found for size analysis\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Processing Time Analysis and Visualizations\n",
+    "\n",
+    "Analyze workflow processing times and create visualizations."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Processing time analysis\n",
+    "if not completed_workflows.empty:\n",
+    "    # Create comprehensive processing time analysis\n",
+    "    fig, axes = plt.subplots(1, 2, figsize=(15, 6))  # Changed from (2, 2) to (1, 2)\n",
+    "\n",
+    "    # 1. Processing time distribution histogram\n",
+    "    axes[0].hist(completed_workflows['runtime_seconds'], bins=50, alpha=0.7, edgecolor='black')\n",
+    "    axes[0].set_title('Processing Time Distribution')\n",
+    "    axes[0].set_xlabel('Processing Time (seconds)')\n",
+    "    axes[0].set_ylabel('Frequency')\n",
+    "    axes[0].set_yscale('log')\n",
+    "\n",
+    "    # 2. Processing time percentiles\n",
+    "    percentiles = [50, 75, 90, 95, 99]\n",
+    "    percentile_values = [completed_workflows['runtime_seconds'].quantile(p/100) for p in percentiles]\n",
+    "    axes[1].bar(range(len(percentiles)), percentile_values)\n",
+    "    axes[1].set_title('Processing Time Percentiles')\n",
+    "    axes[1].set_xlabel('Percentile')\n",
+    "    axes[1].set_ylabel('Processing Time (seconds)')\n",
+    "    axes[1].set_xticks(range(len(percentiles)))\n",
+    "    axes[1].set_xticklabels([f'P{p}' for p in percentiles])\n",
+    "\n",
+    "    plt.tight_layout()\n",
+    "    plt.show()\n",
+    "\n",
+    "    print(\"\\n\" + \"=\"*80)\n",
+    "    print(\"                    PROCESSING TIME ANALYSIS RESULTS\")\n",
+    "    print(\"=\"*80)\n",
+    "\n",
+    "    # Print top 10% processing times\n",
+    "    top_10_percent_time = completed_workflows.nlargest(int(len(completed_workflows) * 0.1), 'runtime_seconds')\n",
+    "    print(f\"\\n⏱️ TOP 10% LONGEST PROCESSING TIMES\")\n",
+    "    print(f\"   Number of workflows in top 10%: {len(top_10_percent_time):>12,}\")\n",
+    "    print(f\"   Average processing time:        {top_10_percent_time['runtime_seconds'].mean():>12.2f} seconds\")\n",
+    "    print(f\"   Time range:                     {top_10_percent_time['runtime_seconds'].min():>12.2f} - {top_10_percent_time['runtime_seconds'].max():.2f} seconds\")\n",
+    "\n",
+    "    # Show top 10 longest processing times\n",
+    "    print(f\"\\n🕐 TOP 10 LONGEST PROCESSING TIMES\")\n",
+    "    longest_times = completed_workflows.nlargest(10, 'runtime_seconds')[['filename', 'runtime_seconds', 'start_time']]\n",
+    "    for i, (idx, row) in enumerate(longest_times.iterrows(), 1):\n",
+    "        print(f\"   {i:>2}. {row['filename']}: {row['runtime_seconds']:.2f} seconds (started: {row['start_time']})\")\n",
+    "\n",
+    "    print(\"=\"*80)\n",
+    "else:\n",
+    "    print(\"No completed workflows found for processing time analysis\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Performance Summary Report\n",
+    "\n",
+    "Generate a comprehensive performance summary report."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Generate comprehensive performance report\n",
+    "print(\"\\n\" + \"=\"*80)\n",
+    "print(\"                 NEMESIS WORKFLOW PERFORMANCE REPORT\")\n",
+    "print(\"=\"*80)\n",
+    "\n",
+    "# Overall statistics\n",
+    "print(\"\\n📊 OVERALL STATISTICS\")\n",
+    "print(\"-\" * 40)\n",
+    "print(f\"Total files processed:     {total_files:>12,}\")\n",
+    "print(f\"Submitted files:           {submitted_files:>12,}\")\n",
+    "print(f\"Derived files:             {derived_files:>12,}\")\n",
+    "if submitted_files > 0:\n",
+    "    print(f\"Derivation ratio:          {derived_files/submitted_files:>12.2f}x\")\n",
+    "else:\n",
+    "    print(f\"Derivation ratio:          {'N/A':>12}\")\n",
+    "\n",
+    "# Processing time summary\n",
+    "if not files_df.empty and 'submitted_files_df' in locals() and not submitted_files_df.empty:\n",
+    "    print(\"\\n⏱️ PROCESSING TIME SUMMARY\")\n",
+    "    print(\"-\" * 40)\n",
+    "    print(f\"Total processing time:     {total_processing_hours:>12.2f} hours\")\n",
+    "    if total_processing_minutes > 0:\n",
+    "        print(f\"Files per minute:          {total_files_per_minute:>12.2f}\")\n",
+    "        print(f\"Files per hour:            {total_files_per_minute * 60:>12.2f}\")\n",
+    "        print(f\"Processing rate:           {total_files / total_processing_hours:>12.2f} files/hour\")\n",
+    "\n",
+    "# File size summary\n",
+    "if not files_df.empty and 'files_with_size' in locals() and not files_with_size.empty:\n",
+    "    print(\"\\n📁 FILE SIZE SUMMARY\")\n",
+    "    print(\"-\" * 40)\n",
+    "    print(f\"Average file size:         {files_with_size['size_mb'].mean():>12.2f} MB\")\n",
+    "    print(f\"Median file size:          {files_with_size['size_mb'].median():>12.2f} MB\")\n",
+    "    print(f\"Top 10% average size:      {files_with_size['size_mb'].quantile(0.9):>12.2f} MB\")\n",
+    "    print(f\"Largest file:              {files_with_size['size_mb'].max():>12.2f} MB\")\n",
+    "    print(f\"Total data processed:      {files_with_size['size_mb'].sum()/1024:>12.2f} GB\")\n",
+    "\n",
+    "# Workflow performance summary (original workflow data)\n",
+    "if not completed_workflows.empty:\n",
+    "    print(\"\\n🏭 WORKFLOW ENGINE SUMMARY\")\n",
+    "    print(\"-\" * 40)\n",
+    "    print(f\"Completed workflows:       {len(completed_workflows):>12,}\")\n",
+    "    print(f\"Average workflow time:     {completed_workflows['runtime_seconds'].mean():>12.2f} seconds\")\n",
+    "    print(f\"Median workflow time:      {completed_workflows['runtime_seconds'].median():>12.2f} seconds\")\n",
+    "    print(f\"Top 10% workflow time:     {completed_workflows['runtime_seconds'].quantile(0.9):>12.2f} seconds\")\n",
+    "    print(f\"Longest workflow time:     {completed_workflows['runtime_seconds'].max():>12.2f} seconds\")\n",
+    "    print(f\"Workflow coverage:         {len(completed_workflows)/total_files*100:>12.1f}% of files\")\n",
+    "\n",
+    "# Performance insights\n",
+    "print(\"\\n💡 PERFORMANCE INSIGHTS\")\n",
+    "print(\"-\" * 40)\n",
+    "\n",
+    "if submitted_files > 0:\n",
+    "    expansion_ratio = derived_files/submitted_files\n",
+    "    print(f\"• Container expansion: Each submitted file generates {expansion_ratio:.2f} derived files on average\")\n",
+    "    if expansion_ratio > 3:\n",
+    "        print(\"  → High expansion ratio indicates significant archive/container processing\")\n",
+    "    elif expansion_ratio > 1.5:\n",
+    "        print(\"  → Moderate expansion from container extraction\")\n",
+    "    else:\n",
+    "        print(\"  → Low expansion suggests mostly individual files\")\n",
+    "\n",
+    "if not files_df.empty and 'total_processing_minutes' in locals() and total_processing_minutes > 0:\n",
+    "    print(f\"• Processing throughput: {total_files_per_minute:.2f} files/minute overall\")\n",
+    "    if 'files_with_size' in locals() and not files_with_size.empty:\n",
+    "        data_throughput = files_with_size['size_mb'].sum()/total_processing_minutes\n",
+    "        print(f\"• Data throughput: {data_throughput:.2f} MB/minute ({data_throughput*60/1024:.2f} GB/hour)\")\n",
+    "\n",
+    "# Correlation analysis if we have both size and processing time data\n",
+    "if ('completed_workflows' in locals() and not completed_workflows.empty and\n",
+    "    'files_with_size' in locals() and not files_with_size.empty):\n",
+    "    merged_data = pd.merge(completed_workflows, files_with_size, on='object_id', how='inner')\n",
+    "    if not merged_data.empty and len(merged_data) > 10:  # Need enough data points\n",
+    "        correlation = merged_data['size_mb'].corr(merged_data['runtime_seconds'])\n",
+    "        print(f\"• File size vs processing time correlation: {correlation:.3f}\")\n",
+    "        if correlation > 0.5:\n",
+    "            print(\"  → Strong positive correlation: larger files take significantly longer\")\n",
+    "        elif correlation > 0.3:\n",
+    "            print(\"  → Moderate positive correlation: larger files tend to take longer\")\n",
+    "        elif correlation < -0.3:\n",
+    "            print(\"  → Negative correlation: larger files process faster (investigate)\")\n",
+    "        else:\n",
+    "            print(\"  → Weak correlation: processing time not strongly size-dependent\")\n",
+    "\n",
+    "# Processing efficiency insights\n",
+    "if ('files_with_processing_time' in locals() and not files_with_processing_time.empty and\n",
+    "    'total_processing_minutes' in locals() and total_processing_minutes > 0):\n",
+    "\n",
+    "    # Calculate actual CPU time vs wall clock time ratio\n",
+    "    if hasattr(files_with_processing_time, 'actual_processing_time'):\n",
+    "        total_cpu_time_minutes = files_with_processing_time['actual_processing_time'].sum() / 60\n",
+    "        efficiency_ratio = total_cpu_time_minutes / total_processing_minutes\n",
+    "        print(f\"• Processing efficiency: {efficiency_ratio:.2f} (CPU time / wall time)\")\n",
+    "        if efficiency_ratio > 0.8:\n",
+    "            print(\"  → High efficiency: CPU-bound processing with good parallelization\")\n",
+    "        elif efficiency_ratio > 0.4:\n",
+    "            print(\"  → Moderate efficiency: some parallel processing occurring\")\n",
+    "        else:\n",
+    "            print(\"  → Low efficiency: significant I/O wait or limited parallelization\")\n",
+    "\n",
+    "print(\"\\n\" + \"=\"*80)\n",
+    "print(f\"Report generated at: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\")\n",
+    "print(\"=\"*80)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Export Results\n",
+    "\n",
+    "Export the performance data for further analysis or reporting."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Export performance data to CSV files\n",
+    "print(\"\\n\" + \"=\"*60)\n",
+    "print(\"                    EXPORTING RESULTS\")\n",
+    "print(\"=\"*60)\n",
+    "\n",
+    "if not files_df.empty:\n",
+    "    # Export enhanced files data with processing times\n",
+    "    files_summary = files_df[['object_id', 'file_name', 'extension', 'size_mb', 'originating_object_id', 'created_at', 'updated_at']].copy()\n",
+    "\n",
+    "    # Add processing duration from timestamps\n",
+    "    files_summary['processing_duration_seconds'] = (files_df['updated_at'] - files_df['created_at']).dt.total_seconds()\n",
+    "\n",
+    "    # Add actual processing time if we calculated it\n",
+    "    if 'files_with_processing_time' in locals() and hasattr(files_with_processing_time, 'actual_processing_time'):\n",
+    "        # Merge the actual processing time back to the summary\n",
+    "        processing_time_data = files_with_processing_time[['object_id', 'actual_processing_time']].copy()\n",
+    "        files_summary = files_summary.merge(processing_time_data, on='object_id', how='left')\n",
+    "\n",
+    "    files_summary.to_csv('nemesis_files_performance.csv', index=False)\n",
+    "    print(\"✓ Files performance data exported to: nemesis_files_performance.csv\")\n",
+    "\n",
+    "if not completed_workflows.empty:\n",
+    "    # Export workflow data\n",
+    "    workflow_summary = completed_workflows[['wf_id', 'object_id', 'filename', 'runtime_seconds', 'start_time']].copy()\n",
+    "    workflow_summary.to_csv('nemesis_workflow_performance.csv', index=False)\n",
+    "    print(\"✓ Workflow performance data exported to: nemesis_workflow_performance.csv\")\n",
+    "\n",
+    "# Create an enhanced summary statistics file\n",
+    "summary_stats = {\n",
+    "    'metric': [\n",
+    "        'total_files',\n",
+    "        'submitted_files',\n",
+    "        'derived_files',\n",
+    "        'derivation_ratio',\n",
+    "        'avg_file_size_mb',\n",
+    "        'median_file_size_mb',\n",
+    "        'top_10_percent_file_size_mb',\n",
+    "        'total_data_gb',\n",
+    "        'avg_individual_processing_time_sec',\n",
+    "        'median_individual_processing_time_sec',\n",
+    "        'top_10_percent_processing_time_sec',\n",
+    "        'avg_workflow_time_sec',\n",
+    "        'median_workflow_time_sec',\n",
+    "        'total_processing_hours',\n",
+    "        'files_per_minute',\n",
+    "        'files_per_hour',\n",
+    "        'data_throughput_mb_per_minute'\n",
+    "    ],\n",
+    "    'value': [\n",
+    "        total_files,\n",
+    "        submitted_files,\n",
+    "        derived_files,\n",
+    "        derived_files/submitted_files if submitted_files > 0 else 0,\n",
+    "        files_with_size['size_mb'].mean() if 'files_with_size' in locals() and not files_with_size.empty else 0,\n",
+    "        files_with_size['size_mb'].median() if 'files_with_size' in locals() and not files_with_size.empty else 0,\n",
+    "        files_with_size['size_mb'].quantile(0.9) if 'files_with_size' in locals() and not files_with_size.empty else 0,\n",
+    "        files_with_size['size_mb'].sum()/1024 if 'files_with_size' in locals() and not files_with_size.empty else 0,\n",
+    "        files_with_processing_time['actual_processing_time'].mean() if 'files_with_processing_time' in locals() and not files_with_processing_time.empty and hasattr(files_with_processing_time, 'actual_processing_time') else 0,\n",
+    "        files_with_processing_time['actual_processing_time'].median() if 'files_with_processing_time' in locals() and not files_with_processing_time.empty and hasattr(files_with_processing_time, 'actual_processing_time') else 0,\n",
+    "        files_with_processing_time['actual_processing_time'].quantile(0.9) if 'files_with_processing_time' in locals() and not files_with_processing_time.empty and hasattr(files_with_processing_time, 'actual_processing_time') else 0,\n",
+    "        completed_workflows['runtime_seconds'].mean() if not completed_workflows.empty else 0,\n",
+    "        completed_workflows['runtime_seconds'].median() if not completed_workflows.empty else 0,\n",
+    "        total_processing_hours if 'total_processing_hours' in locals() else 0,\n",
+    "        total_files_per_minute if 'total_files_per_minute' in locals() else 0,\n",
+    "        total_files_per_minute * 60 if 'total_files_per_minute' in locals() else 0,\n",
+    "        (files_with_size['size_mb'].sum()/total_processing_minutes) if ('files_with_size' in locals() and not files_with_size.empty and 'total_processing_minutes' in locals() and total_processing_minutes > 0) else 0\n",
+    "    ]\n",
+    "}\n",
+    "\n",
+    "summary_df = pd.DataFrame(summary_stats)\n",
+    "summary_df.to_csv('nemesis_performance_summary.csv', index=False)\n",
+    "print(\"✓ Performance summary exported to: nemesis_performance_summary.csv\")\n",
+    "\n",
+    "# Export processing time comparison if we have both datasets\n",
+    "if ('files_with_processing_time' in locals() and not files_with_processing_time.empty and\n",
+    "    not completed_workflows.empty and hasattr(files_with_processing_time, 'actual_processing_time')):\n",
+    "\n",
+    "    # Create comparison dataset\n",
+    "    comparison_data = files_with_processing_time[['object_id', 'file_name', 'size_mb', 'processing_duration_seconds', 'actual_processing_time']].copy()\n",
+    "\n",
+    "    # Merge with workflow data\n",
+    "    comparison_data = comparison_data.merge(\n",
+    "        completed_workflows[['object_id', 'runtime_seconds', 'filename']],\n",
+    "        on='object_id', how='left'\n",
+    "    )\n",
+    "\n",
+    "    comparison_data.to_csv('nemesis_processing_time_comparison.csv', index=False)\n",
+    "    print(\"✓ Processing time comparison exported to: nemesis_processing_time_comparison.csv\")\n",
+    "\n",
+    "print(f\"\\n📊 EXPORT SUMMARY\")\n",
+    "print(f\"   Files exported:            {len(files_df) if not files_df.empty else 0:>12,}\")\n",
+    "print(f\"   Workflows exported:        {len(completed_workflows) if not completed_workflows.empty else 0:>12,}\")\n",
+    "print(f\"   Summary metrics:           {len(summary_df):>12,}\")\n",
+    "\n",
+    "print(f\"\\n📄 All performance data has been exported for further analysis!\")\n",
+    "print(\"=\"*60)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/projects/noseyparker_scanner/Cargo.lock b/projects/noseyparker_scanner/Cargo.lock
index 9c1b876..07c25c9 100644
--- a/projects/noseyparker_scanner/Cargo.lock
+++ b/projects/noseyparker_scanner/Cargo.lock
@@ -13,9 +13,20 @@ dependencies = [
 
 [[package]]
 name = "adler2"
-version = "2.0.0"
+version = "2.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627"
+checksum = "320119579fcad9c21884f5c4861d16174d0e06250625266f50fe6898340abefa"
+
+[[package]]
+name = "aes"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b169f7a6d4742236a0a00c541b845991d0ac43e546831af1249753ab4c3aa3a0"
+dependencies = [
+ "cfg-if",
+ "cipher",
+ "cpufeatures",
+]
 
 [[package]]
 name = "ahash"
@@ -61,9 +72,9 @@ dependencies = [
 
 [[package]]
 name = "anstream"
-version = "0.6.18"
+version = "0.6.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8acc5369981196006228e28809f761875c0327210a891e941f4c683b3a99529b"
+checksum = "301af1932e46185686725e0fad2f8f2aa7da69dd70bf6ecc44d6b703844a3933"
 dependencies = [
  "anstyle",
  "anstyle-parse",
@@ -76,33 +87,33 @@ dependencies = [
 
 [[package]]
 name = "anstyle"
-version = "1.0.10"
+version = "1.0.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "55cc3b69f167a1ef2e161439aa98aed94e6028e5f9a59be9a6ffb47aef1651f9"
+checksum = "862ed96ca487e809f1c8e5a8447f6ee2cf102f846893800b20cebdf541fc6bbd"
 
 [[package]]
 name = "anstyle-parse"
-version = "0.2.6"
+version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3b2d16507662817a6a20a9ea92df6652ee4f94f914589377d69f3b21bc5798a9"
+checksum = "4e7644824f0aa2c7b9384579234ef10eb7efb6a0deb83f9630a49594dd9c15c2"
 dependencies = [
  "utf8parse",
 ]
 
 [[package]]
 name = "anstyle-query"
-version = "1.1.2"
+version = "1.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "79947af37f4177cfead1110013d678905c37501914fba0efea834c3fe9a8d60c"
+checksum = "6c8bdeb6047d8983be085bab0ba1472e6dc604e7041dbf6fcd5e71523014fae9"
 dependencies = [
  "windows-sys 0.59.0",
 ]
 
 [[package]]
 name = "anstyle-wincon"
-version = "3.0.8"
+version = "3.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6680de5231bd6ee4c6191b8a1325daa282b415391ec9d3a37bd34f2060dc73fa"
+checksum = "403f75924867bb1033c59fbf0797484329750cfbe3c4325cd33127941fabc882"
 dependencies = [
  "anstyle",
  "once_cell_polyfill",
@@ -115,6 +126,15 @@ version = "1.0.98"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e16d2d3311acee920a9eb8d33b8cbc1787ce4a264e85f964c2404b969bdcd487"
 
+[[package]]
+name = "arbitrary"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dde20b3d026af13f561bdd0f15edf01fc734f0dafcedbaf42bba506a9517f223"
+dependencies = [
+ "derive_arbitrary",
+]
+
 [[package]]
 name = "arc-swap"
 version = "1.7.1"
@@ -191,9 +211,9 @@ dependencies = [
 
 [[package]]
 name = "autocfg"
-version = "1.4.0"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ace50bade8e6234aa140d9a2f552bbee1db4d353f69b8217bc503490fc1a9f26"
+checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "aws-creds"
@@ -288,7 +308,7 @@ dependencies = [
  "miniz_oxide",
  "object",
  "rustc-demangle",
- "windows-targets",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -345,15 +365,15 @@ dependencies = [
 
 [[package]]
 name = "bumpalo"
-version = "3.17.0"
+version = "3.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1628fb46dfa0b37568d12e5edd512553eccf6a22a78e8bde00bb4aed84d5bdbf"
+checksum = "46c5e41b57b8bba42a04676d81cb89e9ee8e859a1a66f80a5a72e1cb76b34d43"
 
 [[package]]
 name = "bytemuck"
-version = "1.23.0"
+version = "1.23.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9134a6ef01ce4b366b50689c94f82c14bc72bc5d0386829828a2e2752ef7958c"
+checksum = "5c76a5792e44e4abe34d3abf15636779261d45a7450612059293d1d2cfc63422"
 
 [[package]]
 name = "byteorder"
@@ -374,19 +394,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a3c8f83209414aacf0eeae3cf730b18d6981697fba62f200fcfb92b9f082acba"
 
 [[package]]
-name = "cc"
-version = "1.2.25"
+name = "bzip2"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d0fc897dc1e865cc67c0e05a836d9d3f1df3cbe442aa4a9473b18e12624a4951"
+checksum = "bea8dcd42434048e4f7a304411d9273a411f647446c1234a65ce0554923f4cff"
 dependencies = [
+ "libbz2-rs-sys",
+]
+
+[[package]]
+name = "cc"
+version = "1.2.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "deec109607ca693028562ed836a5f1c4b8bd77755c4e132fc5ce11b0b6211ae7"
+dependencies = [
+ "jobserver",
+ "libc",
  "shlex",
 ]
 
 [[package]]
 name = "cfg-if"
-version = "1.0.0"
+version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+checksum = "9555578bc9e57714c812a1f84e4fc5b4d21fcb063490c624de019f7464c91268"
 
 [[package]]
 name = "chrono"
@@ -403,10 +434,20 @@ dependencies = [
 ]
 
 [[package]]
-name = "clap"
-version = "4.5.39"
+name = "cipher"
+version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd60e63e9be68e5fb56422e397cf9baddded06dae1d2e523401542383bc72a9f"
+checksum = "773f3b9af64447d2ce9850330c473515014aa235e6a783b02db81ff39e4a3dad"
+dependencies = [
+ "crypto-common",
+ "inout",
+]
+
+[[package]]
+name = "clap"
+version = "4.5.41"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be92d32e80243a54711e5d7ce823c35c41c9d929dc4ab58e1276f625841aadf9"
 dependencies = [
  "clap_builder",
  "clap_derive",
@@ -414,9 +455,9 @@ dependencies = [
 
 [[package]]
 name = "clap_builder"
-version = "4.5.39"
+version = "4.5.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89cc6392a1f72bbeb820d71f32108f61fdaf18bc526e1d23954168a67759ef51"
+checksum = "707eab41e9622f9139419d573eca0900137718000c517d47da73045f54331c3d"
 dependencies = [
  "anstream",
  "anstyle",
@@ -426,9 +467,9 @@ dependencies = [
 
 [[package]]
 name = "clap_derive"
-version = "4.5.32"
+version = "4.5.41"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "09176aae279615badda0765c0c0b3f6ed53f4709118af73cf4655d85d1530cd7"
+checksum = "ef4f52386a59ca4c860f7393bcf8abd8dfd91ecccc0f774635ff68e92eeef491"
 dependencies = [
  "heck",
  "proc-macro2",
@@ -438,9 +479,9 @@ dependencies = [
 
 [[package]]
 name = "clap_lex"
-version = "0.7.4"
+version = "0.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f46ad14479a25103f283c0f10005961cf086d8dc42205bb44c46ac563475dca6"
+checksum = "b94f61472cee1439c0b966b47e3aca9ae07e45d070759512cd390ea2bebc6675"
 
 [[package]]
 name = "clru"
@@ -459,9 +500,9 @@ dependencies = [
 
 [[package]]
 name = "colorchoice"
-version = "1.0.3"
+version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5b63caa9aa9397e2d9480a9b13673856c78d8ac123288526c37d7839f2a86990"
+checksum = "b05b61dc5112cbb17e4b6cd61790d9845d13888356391624cbe7e41efeac1e75"
 
 [[package]]
 name = "console"
@@ -496,6 +537,12 @@ dependencies = [
  "tiny-keccak",
 ]
 
+[[package]]
+name = "constant_time_eq"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7c74b8349d32d297c9134b8c88677813a227df8f779daa29bfc29c183fe3dca6"
+
 [[package]]
 name = "core-foundation"
 version = "0.9.4"
@@ -523,9 +570,9 @@ dependencies = [
 
 [[package]]
 name = "crc32fast"
-version = "1.4.2"
+version = "1.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a97769d94ddab943e4510d138150169a2758b5ef3eb191a9ee688de3e23ef7b3"
+checksum = "9481c1c90cbf2ac953f07c8d4a58aa3945c425b7185c9154d67a65e4230da511"
 dependencies = [
  "cfg-if",
 ]
@@ -566,9 +613,9 @@ checksum = "d0a5c400df2834b80a4c3327b3aad3a4c4cd4de0629063962b03235697506a28"
 
 [[package]]
 name = "crunchy"
-version = "0.2.3"
+version = "0.2.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "43da5946c66ffcc7745f48db692ffbb10a83bfe0afd96235c5c2a4fb23994929"
+checksum = "460fbee9c2c2f33933d720630a6a0bac33ba7053db5344fac858d4b8952d77d5"
 
 [[package]]
 name = "crypto-common"
@@ -625,6 +672,12 @@ dependencies = [
  "parking_lot_core",
 ]
 
+[[package]]
+name = "deflate64"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "da692b8d1080ea3045efaab14434d40468c3d8657e42abddfffca87b428f4c1b"
+
 [[package]]
 name = "deranged"
 version = "0.4.0"
@@ -635,6 +688,17 @@ dependencies = [
  "serde",
 ]
 
+[[package]]
+name = "derive_arbitrary"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "30542c1ad912e0e3d22a1935c290e12e8a29d704a420177a31faad4a601a0800"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "digest"
 version = "0.10.7"
@@ -713,12 +777,12 @@ checksum = "877a4ace8713b0bcf2a4e7eec82529c029f1d0619886d18145fea96c3ffe5c0f"
 
 [[package]]
 name = "errno"
-version = "0.3.12"
+version = "0.3.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cea14ef9355e3beab063703aa9dab15afd25f0667c341310c1e5274bb1d0da18"
+checksum = "778e2ac28f6c47af28e4907f13ffd1e1ddbd400980a9abd7c8df189bf578a5ad"
 dependencies = [
  "libc",
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -769,9 +833,9 @@ checksum = "1d674e81391d1e1ab681a28d99df07927c6d4aa5b027d7da16ba32d1d21ecd99"
 
 [[package]]
 name = "flate2"
-version = "1.1.1"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7ced92e76e966ca2fd84c8f7aa01a4aea65b0eb6648d72f7c8f3e2764a67fece"
+checksum = "4a3d7db9596fecd151c5f638c0ee5d5bd487b6e0ea232e5dc96d5250f6f94b1d"
 dependencies = [
  "crc32fast",
  "libz-rs-sys",
@@ -948,7 +1012,7 @@ checksum = "335ff9f135e4384c8150d6f27c6daed433577f86b4750418338c01a1a2528592"
 dependencies = [
  "cfg-if",
  "libc",
- "wasi 0.11.0+wasi-snapshot-preview1",
+ "wasi 0.11.1+wasi-snapshot-preview1",
 ]
 
 [[package]]
@@ -986,18 +1050,18 @@ dependencies = [
  "gix-diff",
  "gix-dir",
  "gix-discover",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-filter",
  "gix-fs",
  "gix-glob",
- "gix-hash",
- "gix-hashtable",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
  "gix-ignore",
  "gix-index",
  "gix-lock",
  "gix-mailmap",
  "gix-negotiate",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-odb",
  "gix-pack",
  "gix-path",
@@ -1033,9 +1097,9 @@ dependencies = [
 
 [[package]]
 name = "gix-actor"
-version = "0.35.1"
+version = "0.35.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6b300e6e4f31f3f6bd2de5e2b0caab192ced00dc0fcd0f7cc56e28c575c8e1ff"
+checksum = "58ebbb8f41071c7cf318a0b1db667c34e1df49db7bf387d282a4e61a3b97882c"
 dependencies = [
  "bstr",
  "gix-date",
@@ -1054,7 +1118,7 @@ checksum = "8826f20d84822a9abd9e81d001c61763a25f4ec96caa073fb0b5457fe766af21"
 dependencies = [
  "bstr",
  "gix-date",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-worktree-stream",
  "jiff",
  "thiserror 2.0.12",
@@ -1098,9 +1162,9 @@ dependencies = [
 
 [[package]]
 name = "gix-command"
-version = "0.6.1"
+version = "0.6.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d05dd813ef6bb798570308aa7f1245cefa350ec9f30dc53308335eb22b9d0f8b"
+checksum = "6b31b65ca48a352ae86312b27a514a0c661935f96b481ac8b4371f65815eb196"
 dependencies = [
  "bstr",
  "gix-path",
@@ -1117,7 +1181,7 @@ checksum = "e05050fd6caa6c731fe3bd7f9485b3b520be062d3d139cb2626e052d6c127951"
 dependencies = [
  "bstr",
  "gix-chunk",
- "gix-hash",
+ "gix-hash 0.18.0",
  "memmap2",
  "serde",
  "thiserror 2.0.12",
@@ -1131,7 +1195,7 @@ checksum = "48f3c8f357ae049bfb77493c2ec9010f58cfc924ae485e1116c3718fc0f0d881"
 dependencies = [
  "bstr",
  "gix-config-value",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-glob",
  "gix-path",
  "gix-ref",
@@ -1146,9 +1210,9 @@ dependencies = [
 
 [[package]]
 name = "gix-config-value"
-version = "0.15.0"
+version = "0.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "439d62e241dae2dffd55bfeeabe551275cf9d9f084c5ebc6b48bad49d03285b7"
+checksum = "9f012703eb67e263c6c1fc96649fec47694dd3e5d2a91abfc65e4a6a6dc85309"
 dependencies = [
  "bitflags",
  "bstr",
@@ -1177,9 +1241,9 @@ dependencies = [
 
 [[package]]
 name = "gix-date"
-version = "0.10.2"
+version = "0.10.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "139d1d52b21741e3f0c72b0fc65e1ff34d4eaceb100ef529d182725d2e09b8cb"
+checksum = "d7235bdf4d9d54a6901928e3a37f91c16f419e6957f520ed929c3d292b84226e"
 dependencies = [
  "bstr",
  "itoa",
@@ -1200,9 +1264,9 @@ dependencies = [
  "gix-command",
  "gix-filter",
  "gix-fs",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-index",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-pathspec",
  "gix-tempfile",
@@ -1224,7 +1288,7 @@ dependencies = [
  "gix-fs",
  "gix-ignore",
  "gix-index",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-pathspec",
  "gix-trace",
@@ -1242,7 +1306,7 @@ dependencies = [
  "bstr",
  "dunce",
  "gix-fs",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-path",
  "gix-ref",
  "gix-sec",
@@ -1266,11 +1330,22 @@ dependencies = [
  "libc",
  "once_cell",
  "parking_lot",
- "prodash",
+ "prodash 29.0.2",
  "thiserror 2.0.12",
  "walkdir",
 ]
 
+[[package]]
+name = "gix-features"
+version = "0.43.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a92748623c201568785ee69a561f4eec06f745b4fac67dab1d44ca9891a57ee"
+dependencies = [
+ "gix-trace",
+ "libc",
+ "prodash 30.0.1",
+]
+
 [[package]]
 name = "gix-filter"
 version = "0.19.2"
@@ -1281,8 +1356,8 @@ dependencies = [
  "encoding_rs",
  "gix-attributes",
  "gix-command",
- "gix-hash",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-object 0.49.1",
  "gix-packetline-blocking",
  "gix-path",
  "gix-quote",
@@ -1300,7 +1375,7 @@ checksum = "67a0637149b4ef24d3ea55f81f77231401c8463fae6da27331c987957eb597c7"
 dependencies = [
  "bstr",
  "fastrand",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-path",
  "gix-utils",
  "thiserror 2.0.12",
@@ -1314,7 +1389,7 @@ checksum = "90181472925b587f6079698f79065ff64786e6d6c14089517a1972bca99fb6e9"
 dependencies = [
  "bitflags",
  "bstr",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-path",
  "serde",
 ]
@@ -1326,23 +1401,46 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8d4900562c662852a6b42e2ef03442eccebf24f047d8eab4f23bc12ef0d785d8"
 dependencies = [
  "faster-hex",
- "gix-features",
+ "gix-features 0.42.1",
  "serde",
  "sha1-checked",
  "thiserror 2.0.12",
 ]
 
+[[package]]
+name = "gix-hash"
+version = "0.19.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "251fad79796a731a2a7664d9ea95ee29a9e99474de2769e152238d4fdb69d50e"
+dependencies = [
+ "faster-hex",
+ "gix-features 0.43.0",
+ "sha1-checked",
+ "thiserror 2.0.12",
+]
+
 [[package]]
 name = "gix-hashtable"
 version = "0.8.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b5b5cb3c308b4144f2612ff64e32130e641279fcf1a84d8d40dad843b4f64904"
 dependencies = [
- "gix-hash",
+ "gix-hash 0.18.0",
  "hashbrown 0.14.5",
  "parking_lot",
 ]
 
+[[package]]
+name = "gix-hashtable"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c35300b54896153e55d53f4180460931ccd69b7e8d2f6b9d6401122cdedc4f07"
+dependencies = [
+ "gix-hash 0.19.0",
+ "hashbrown 0.15.4",
+ "parking_lot",
+]
+
 [[package]]
 name = "gix-ignore"
 version = "0.15.0"
@@ -1368,11 +1466,11 @@ dependencies = [
  "filetime",
  "fnv",
  "gix-bitmap",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-fs",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-lock",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-traverse",
  "gix-utils",
  "gix-validate",
@@ -1399,9 +1497,9 @@ dependencies = [
 
 [[package]]
 name = "gix-mailmap"
-version = "0.27.1"
+version = "0.27.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5e7c52eb13d84ad26030d07a2c2975ba639dd1400a7996e6966c5aef617ed829"
+checksum = "9a8982e1874a2034d7dd481bcdd6a05579ba444bcda748511eb0f8e50eb10487"
 dependencies = [
  "bstr",
  "gix-actor",
@@ -1419,8 +1517,8 @@ dependencies = [
  "bitflags",
  "gix-commitgraph",
  "gix-date",
- "gix-hash",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-object 0.49.1",
  "gix-revwalk",
  "smallvec",
  "thiserror 2.0.12",
@@ -1435,9 +1533,9 @@ dependencies = [
  "bstr",
  "gix-actor",
  "gix-date",
- "gix-features",
- "gix-hash",
- "gix-hashtable",
+ "gix-features 0.42.1",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
  "gix-path",
  "gix-utils",
  "gix-validate",
@@ -1448,6 +1546,27 @@ dependencies = [
  "winnow",
 ]
 
+[[package]]
+name = "gix-object"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49664e3e212bc34f7060f5738ce7022247e4afd959b68a4f666b1fd29c00b23c"
+dependencies = [
+ "bstr",
+ "gix-actor",
+ "gix-date",
+ "gix-features 0.43.0",
+ "gix-hash 0.19.0",
+ "gix-hashtable 0.9.0",
+ "gix-path",
+ "gix-utils",
+ "gix-validate",
+ "itoa",
+ "smallvec",
+ "thiserror 2.0.12",
+ "winnow",
+]
+
 [[package]]
 name = "gix-odb"
 version = "0.69.1"
@@ -1456,11 +1575,11 @@ checksum = "868f703905fdbcfc1bd750942f82419903ecb7039f5288adb5206d6de405e0c9"
 dependencies = [
  "arc-swap",
  "gix-date",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-fs",
- "gix-hash",
- "gix-hashtable",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
+ "gix-object 0.49.1",
  "gix-pack",
  "gix-path",
  "gix-quote",
@@ -1478,10 +1597,10 @@ checksum = "9d49c55d69c8449f2a0a5a77eb9cbacfebb6b0e2f1215f0fc23a4cb60528a450"
 dependencies = [
  "clru",
  "gix-chunk",
- "gix-features",
- "gix-hash",
- "gix-hashtable",
- "gix-object",
+ "gix-features 0.42.1",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
+ "gix-object 0.49.1",
  "gix-path",
  "memmap2",
  "serde",
@@ -1492,9 +1611,9 @@ dependencies = [
 
 [[package]]
 name = "gix-packetline"
-version = "0.19.0"
+version = "0.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ddc034bc67c848e4ef7596ab5528cd8fd439d310858dbe1ce8b324f25deb91c"
+checksum = "2592fbd36249a2fea11056f7055cc376301ef38d903d157de41998335bbf1f93"
 dependencies = [
  "bstr",
  "faster-hex",
@@ -1504,9 +1623,9 @@ dependencies = [
 
 [[package]]
 name = "gix-packetline-blocking"
-version = "0.19.0"
+version = "0.19.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c44880f028ba46d6cf37a66d27a300310c6b51b8ed0e44918f93df061168e2f3"
+checksum = "fc4e706f328cd494cc8f932172e123a72b9a4711b0db5e411681432a89bd4c94"
 dependencies = [
  "bstr",
  "faster-hex",
@@ -1516,9 +1635,9 @@ dependencies = [
 
 [[package]]
 name = "gix-path"
-version = "0.10.18"
+version = "0.10.19"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "567f65fec4ef10dfab97ae71f26a27fd4d7fe7b8e3f90c8a58551c41ff3fb65b"
+checksum = "c6279d323d925ad4790602105ae27df4b915e7a7d81e4cdba2603121c03ad111"
 dependencies = [
  "bstr",
  "gix-trace",
@@ -1545,9 +1664,9 @@ dependencies = [
 
 [[package]]
 name = "gix-prompt"
-version = "0.11.0"
+version = "0.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d024a3fe3993bbc17733396d2cefb169c7a9d14b5b71dafb7f96e3962b7c3128"
+checksum = "6ffa1a7a34c81710aaa666a428c142b6c5d640492fcd41267db0740d923c7906"
 dependencies = [
  "gix-command",
  "gix-config-value",
@@ -1564,8 +1683,8 @@ checksum = "f5c17d78bb0414f8d60b5f952196dc2e47ec320dca885de9128ecdb4a0e38401"
 dependencies = [
  "bstr",
  "gix-date",
- "gix-features",
- "gix-hash",
+ "gix-features 0.42.1",
+ "gix-hash 0.18.0",
  "gix-ref",
  "gix-shallow",
  "gix-transport",
@@ -1594,11 +1713,11 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d1b7985657029684d759f656b09abc3e2c73085596d5cdb494428823970a7762"
 dependencies = [
  "gix-actor",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-fs",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-lock",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-tempfile",
  "gix-utils",
@@ -1616,7 +1735,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "445ed14e3db78e8e79980085e3723df94e1c8163b3ae5bc8ed6a8fe6cf983b42"
 dependencies = [
  "bstr",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-revision",
  "gix-validate",
  "smallvec",
@@ -1633,9 +1752,9 @@ dependencies = [
  "bstr",
  "gix-commitgraph",
  "gix-date",
- "gix-hash",
- "gix-hashtable",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
+ "gix-object 0.49.1",
  "gix-revwalk",
  "gix-trace",
  "serde",
@@ -1650,9 +1769,9 @@ checksum = "1bc756b73225bf005ddeb871d1ca7b3c33e2417d0d53e56effa5a36765b52b28"
 dependencies = [
  "gix-commitgraph",
  "gix-date",
- "gix-hash",
- "gix-hashtable",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
+ "gix-object 0.49.1",
  "smallvec",
  "thiserror 2.0.12",
 ]
@@ -1677,7 +1796,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6b9a6f6e34d6ede08f522d89e5c7990b4f60524b8ae6ebf8e850963828119ad4"
 dependencies = [
  "bstr",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-lock",
  "serde",
  "thiserror 2.0.12",
@@ -1693,12 +1812,12 @@ dependencies = [
  "filetime",
  "gix-diff",
  "gix-dir",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-filter",
  "gix-fs",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-index",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-pathspec",
  "gix-worktree",
@@ -1739,9 +1858,9 @@ dependencies = [
 
 [[package]]
 name = "gix-trace"
-version = "0.1.12"
+version = "0.1.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7c396a2036920c69695f760a65e7f2677267ccf483f25046977d87e4cb2665f7"
+checksum = "e2ccaf54b0b1743a695b482ca0ab9d7603744d8d10b2e5d1a332fef337bee658"
 
 [[package]]
 name = "gix-transport"
@@ -1751,7 +1870,7 @@ checksum = "edfe22ba26d4b65c17879f12b9882eafe65d3c8611c933b272fce2c10f546f59"
 dependencies = [
  "bstr",
  "gix-command",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-packetline",
  "gix-quote",
  "gix-sec",
@@ -1769,9 +1888,9 @@ dependencies = [
  "bitflags",
  "gix-commitgraph",
  "gix-date",
- "gix-hash",
- "gix-hashtable",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-hashtable 0.8.1",
+ "gix-object 0.49.1",
  "gix-revwalk",
  "smallvec",
  "thiserror 2.0.12",
@@ -1784,7 +1903,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "42a1ad0b04a5718b5cb233e6888e52a9b627846296161d81dcc5eb9203ec84b8"
 dependencies = [
  "bstr",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-path",
  "percent-encoding",
  "serde",
@@ -1821,13 +1940,13 @@ checksum = "54f1916f8d928268300c977d773dd70a8746b646873b77add0a34876a8c847e9"
 dependencies = [
  "bstr",
  "gix-attributes",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-fs",
  "gix-glob",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-ignore",
  "gix-index",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-validate",
  "serde",
@@ -1840,13 +1959,13 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f81e31496d034dbdac87535b0b9d4659dbbeabaae1045a0dce7c69b5d16ea7d6"
 dependencies = [
  "bstr",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-filter",
  "gix-fs",
  "gix-glob",
- "gix-hash",
+ "gix-hash 0.18.0",
  "gix-index",
- "gix-object",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-worktree",
  "io-close",
@@ -1860,11 +1979,11 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5acc0f942392e0cae6607bfd5fe39e56e751591271bdc8795c6ec34847d17948"
 dependencies = [
  "gix-attributes",
- "gix-features",
+ "gix-features 0.42.1",
  "gix-filter",
  "gix-fs",
- "gix-hash",
- "gix-object",
+ "gix-hash 0.18.0",
+ "gix-object 0.49.1",
  "gix-path",
  "gix-traverse",
  "parking_lot",
@@ -1892,9 +2011,9 @@ dependencies = [
 
 [[package]]
 name = "h2"
-version = "0.3.26"
+version = "0.3.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "81fe527a889e1532da5c525686d96d4c2e74cdd345badf8dfef9f6b39dd5f5e8"
+checksum = "0beca50380b1fc32983fc1cb4587bfa4bb9e78fc259aad4a0032d2080309222d"
 dependencies = [
  "bytes",
  "fnv",
@@ -1902,7 +2021,7 @@ dependencies = [
  "futures-sink",
  "futures-util",
  "http 0.2.12",
- "indexmap 2.9.0",
+ "indexmap 2.10.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -1911,9 +2030,9 @@ dependencies = [
 
 [[package]]
 name = "h2"
-version = "0.4.10"
+version = "0.4.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9421a676d1b147b16b82c9225157dc629087ef8ec4d5e2960f9437a90dac0a5"
+checksum = "17da50a276f1e01e0ba6c029e47b7100754904ee8a278f886546e98575380785"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -1921,7 +2040,7 @@ dependencies = [
  "futures-core",
  "futures-sink",
  "http 1.3.1",
- "indexmap 2.9.0",
+ "indexmap 2.10.0",
  "slab",
  "tokio",
  "tokio-util",
@@ -1961,9 +2080,9 @@ dependencies = [
 
 [[package]]
 name = "hashbrown"
-version = "0.15.3"
+version = "0.15.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "84b26c544d002229e640969970a2e74021aadf6e2f96372b9c58eff97de08eb3"
+checksum = "5971ac85611da7067dbfcabef3c70ebb5606018acd9e2a3903a0da507521e0d5"
 dependencies = [
  "allocator-api2",
  "equivalent",
@@ -1976,7 +2095,7 @@ version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7382cf6263419f2d8df38c55d7da83da5c18aef87fc7a7fc1fb1e344edfe14c1"
 dependencies = [
- "hashbrown 0.15.3",
+ "hashbrown 0.15.4",
 ]
 
 [[package]]
@@ -2103,14 +2222,14 @@ dependencies = [
  "futures-channel",
  "futures-core",
  "futures-util",
- "h2 0.3.26",
+ "h2 0.3.27",
  "http 0.2.12",
  "http-body 0.4.6",
  "httparse",
  "httpdate",
  "itoa",
  "pin-project-lite",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tower-service",
  "tracing",
@@ -2126,7 +2245,7 @@ dependencies = [
  "bytes",
  "futures-channel",
  "futures-util",
- "h2 0.4.10",
+ "h2 0.4.11",
  "http 1.3.1",
  "http-body 1.0.1",
  "httparse",
@@ -2166,9 +2285,9 @@ dependencies = [
 
 [[package]]
 name = "hyper-util"
-version = "0.1.13"
+version = "0.1.16"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b1c293b6b3d21eca78250dc7dbebd6b9210ec5530e038cbfe0661b5c47ab06e8"
+checksum = "8d9b05277c7e8da2c93a568989bb6207bef0112e8d17df7a6eda4a3cf143bc5e"
 dependencies = [
  "bytes",
  "futures-channel",
@@ -2179,7 +2298,7 @@ dependencies = [
  "hyper 1.6.0",
  "libc",
  "pin-project-lite",
- "socket2",
+ "socket2 0.6.0",
  "tokio",
  "tower-service",
  "tracing",
@@ -2197,7 +2316,7 @@ dependencies = [
  "js-sys",
  "log",
  "wasm-bindgen",
- "windows-core",
+ "windows-core 0.61.2",
 ]
 
 [[package]]
@@ -2338,7 +2457,7 @@ version = "0.1.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "17d34b7d42178945f775e84bc4c36dde7c1c6cdfea656d3354d009056f2bb3d2"
 dependencies = [
- "hashbrown 0.15.3",
+ "hashbrown 0.15.4",
 ]
 
 [[package]]
@@ -2373,12 +2492,12 @@ dependencies = [
 
 [[package]]
 name = "indexmap"
-version = "2.9.0"
+version = "2.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cea70ddb795996207ad57735b50c5982d8844f38ba9ee5f1aedcfb708a2aa11e"
+checksum = "fe4cd85333e22411419a0bcae1297d25e58c9443848b11dc6a86fefe8c78a661"
 dependencies = [
  "equivalent",
- "hashbrown 0.15.3",
+ "hashbrown 0.15.4",
 ]
 
 [[package]]
@@ -2401,6 +2520,15 @@ version = "2.0.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f4c7245a08504955605670dbf141fceab975f15ca21570696aebe9d2e71576bd"
 
+[[package]]
+name = "inout"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "879f10e63c20629ecabbb64a8010319738c66a5cd0c29b02d63d272b03751d01"
+dependencies = [
+ "generic-array",
+]
+
 [[package]]
 name = "input-enumerator"
 version = "0.0.0"
@@ -2432,6 +2560,17 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "io-uring"
+version = "0.7.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d93587f37623a1a17d94ef2bc9ada592f5465fe7732084ab7beefabe5c77c0c4"
+dependencies = [
+ "bitflags",
+ "cfg-if",
+ "libc",
+]
+
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.1"
@@ -2454,10 +2593,30 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4a5f13b858c8d314ee3e8f639011f7ccefe71f97f96e50151fb991f267928e2c"
 
 [[package]]
-name = "jiff"
-version = "0.2.14"
+name = "jemalloc-sys"
+version = "0.5.4+5.3.0-patched"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a194df1107f33c79f4f93d02c80798520551949d59dfad22b6157048a88cca93"
+checksum = "ac6c1946e1cea1788cbfde01c993b52a10e2da07f4bac608228d1bed20bfebf2"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "jemallocator"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0de374a9f8e63150e6f5e8a60cc14c668226d7a347d8aee1a45766e3c4dd3bc"
+dependencies = [
+ "jemalloc-sys",
+ "libc",
+]
+
+[[package]]
+name = "jiff"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be1f93b8b1eb69c77f24bbb0afdf66f54b632ee39af40ca21c4365a1d7347e49"
 dependencies = [
  "jiff-static",
  "jiff-tzdb-platform",
@@ -2470,9 +2629,9 @@ dependencies = [
 
 [[package]]
 name = "jiff-static"
-version = "0.2.14"
+version = "0.2.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6c6e1db7ed32c6c71b759497fae34bf7933636f75a251b9e736555da426f6442"
+checksum = "03343451ff899767262ec32146f6d559dd759fdadf42ff0e227c7c48f72594b4"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -2494,6 +2653,16 @@ dependencies = [
  "jiff-tzdb",
 ]
 
+[[package]]
+name = "jobserver"
+version = "0.1.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38f262f097c174adebe41eb73d66ae9c06b2844fb0da69969647bbddd9b0538a"
+dependencies = [
+ "getrandom 0.3.3",
+ "libc",
+]
+
 [[package]]
 name = "js-sys"
 version = "0.3.77"
@@ -2521,26 +2690,42 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "bbd2bcb4c963f2ddae06a2efc7e9f3591312473c50c6685e1f298068316e66fe"
 
 [[package]]
-name = "libc"
-version = "0.2.172"
+name = "libbz2-rs-sys"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d750af042f7ef4f724306de029d18836c26c1765a54a6a3f094cbd23a7267ffa"
+checksum = "775bf80d5878ab7c2b1080b5351a48b2f737d9f6f8b383574eebcc22be0dfccb"
 
 [[package]]
-name = "libmimalloc-sys"
-version = "0.1.42"
+name = "libc"
+version = "0.2.174"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ec9d6fac27761dabcd4ee73571cdb06b7022dc99089acbe5435691edffaac0f4"
+checksum = "1171693293099992e19cddea4e8b849964e9846f4acee11b3948bcc337be8776"
+
+[[package]]
+name = "liblzma"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0791ab7e08ccc8e0ce893f6906eb2703ed8739d8e89b57c0714e71bad09024c8"
+dependencies = [
+ "liblzma-sys",
+]
+
+[[package]]
+name = "liblzma-sys"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "01b9596486f6d60c3bbe644c0e1be1aa6ccc472ad630fe8927b456973d7cb736"
 dependencies = [
  "cc",
  "libc",
+ "pkg-config",
 ]
 
 [[package]]
 name = "libredox"
-version = "0.1.3"
+version = "0.1.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c0ff37bd590ca25063e35af745c343cb7a0271906fb7b37e4813e8f79f00268d"
+checksum = "4488594b9328dee448adb906d8b126d9b7deb7cf5c22161ee591610bb1be83c0"
 dependencies = [
  "bitflags",
  "libc",
@@ -2560,9 +2745,9 @@ dependencies = [
 
 [[package]]
 name = "libz-rs-sys"
-version = "0.5.0"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6489ca9bd760fe9642d7644e827b0c9add07df89857b0416ee15c1cc1a3b8c5a"
+checksum = "172a788537a2221661b480fee8dc5f96c580eb34fa88764d3205dc356c7e4221"
 dependencies = [
  "zlib-rs",
 ]
@@ -2629,28 +2814,19 @@ checksum = "490cc448043f947bae3cbee9c203358d62dbee0db12107a74be5c30ccfd09771"
 
 [[package]]
 name = "memchr"
-version = "2.7.4"
+version = "2.7.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "78ca9ab1a0babb1e7d5695e3530886289c18cf2f87ec19a575a0abdce112e3a3"
+checksum = "32a282da65faaf38286cf3be983213fcf1d2e2a58700e808f83f4ea9a4804bc0"
 
 [[package]]
 name = "memmap2"
-version = "0.9.5"
+version = "0.9.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fd3f7eed9d3848f8b98834af67102b720745c4ec028fcd0aa0239277e7de374f"
+checksum = "483758ad303d734cec05e5c12b41d7e93e6a6390c5e9dae6bdeb7c1259012d28"
 dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "mimalloc"
-version = "0.1.46"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "995942f432bbb4822a7e9c3faa87a695185b0d09273ba85f097b54f4e458f2af"
-dependencies = [
- "libmimalloc-sys",
-]
-
 [[package]]
 name = "mime"
 version = "0.3.17"
@@ -2668,9 +2844,9 @@ dependencies = [
 
 [[package]]
 name = "miniz_oxide"
-version = "0.8.8"
+version = "0.8.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3be647b768db090acb35d5ec5db2b0e1f1de11133ca123b9eacf5137868f892a"
+checksum = "1fa76a2c86f704bdb222d66965fb3d63269ce38518b83cb0575fca855ebb6316"
 dependencies = [
  "adler2",
 ]
@@ -2682,7 +2858,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "78bed444cc8a2160f01cbcf811ef18cac863ad68ae8ca62092e8db51d51c761c"
 dependencies = [
  "libc",
- "wasi 0.11.0+wasi-snapshot-preview1",
+ "wasi 0.11.1+wasi-snapshot-preview1",
  "windows-sys 0.59.0",
 ]
 
@@ -2739,7 +2915,7 @@ name = "noseyparker-digest"
 version = "0.0.0"
 source = "git+https://github.com/praetorian-inc/noseyparker.git?rev=65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8#65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8"
 dependencies = [
- "gix-hash",
+ "gix-hash 0.18.0",
  "hex",
 ]
 
@@ -2768,25 +2944,42 @@ dependencies = [
  "bstring-serde",
  "clap",
  "console",
+ "crossbeam-channel",
  "dapr",
  "dapr-macros",
  "dotenv",
+ "gix",
+ "gix-object 0.50.0",
  "hyper 0.14.32",
  "indicatif",
+ "input-enumerator",
+ "jemallocator",
  "lazy_static",
- "mimalloc",
+ "libc",
  "noseyparker",
  "noseyparker-rules",
  "rayon",
  "rust-s3",
  "serde",
  "serde_json",
+ "sysinfo",
  "tempfile",
  "tokio",
  "tonic",
  "tracing",
  "tracing-subscriber",
  "uuid",
+ "walkdir",
+ "zip",
+]
+
+[[package]]
+name = "ntapi"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8a3895c6391c39d7fe7ebc444a87eb2991b2a0bc718fdabd071eec617fc68e4"
+dependencies = [
+ "winapi",
 ]
 
 [[package]]
@@ -2921,7 +3114,17 @@ dependencies = [
  "libc",
  "redox_syscall",
  "smallvec",
- "windows-targets",
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "pbkdf2"
+version = "0.12.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f8ed6a7761f76e3b9f92dfb0a60a6a6477c61024b775147ff0973a02653abaf2"
+dependencies = [
+ "digest",
+ "hmac",
 ]
 
 [[package]]
@@ -2932,13 +3135,13 @@ checksum = "e3148f5046208a5d56bcfc03053e3ca6334e51da8dfb19b6cdc8b306fae3283e"
 
 [[package]]
 name = "petgraph"
-version = "0.8.1"
+version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7a98c6720655620a521dcc722d0ad66cd8afd5d86e34a89ef691c50b7b24de06"
+checksum = "54acf3a685220b533e437e264e4d932cfbdc4cc7ec0cd232ed73c08d03b8a7ca"
 dependencies = [
  "fixedbitset",
- "hashbrown 0.15.3",
- "indexmap 2.9.0",
+ "hashbrown 0.15.4",
+ "indexmap 2.10.0",
  "serde",
 ]
 
@@ -2982,9 +3185,9 @@ checksum = "7edddbd0b52d732b21ad9a5fab5c704c14cd949e5e9a1ec5929a24fded1b904c"
 
 [[package]]
 name = "portable-atomic"
-version = "1.11.0"
+version = "1.11.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "350e9b48cbc6b0e028b0473b114454c6316e57336ee184ceab6e53f72c178b3e"
+checksum = "f84267b20a16ea918e43c6a88433c2d54fa145c92a811b5b047ccbe153674483"
 
 [[package]]
 name = "portable-atomic-util"
@@ -3010,6 +3213,12 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
+[[package]]
+name = "ppmd-rust"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c834641d8ad1b348c9ee86dec3b9840d805acd5f24daa5f90c788951a52ff59b"
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.21"
@@ -3040,6 +3249,15 @@ dependencies = [
  "parking_lot",
 ]
 
+[[package]]
+name = "prodash"
+version = "30.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a6efc566849d3d9d737c5cb06cc50e48950ebe3d3f9d70631490fff3a07b139"
+dependencies = [
+ "parking_lot",
+]
+
 [[package]]
 name = "progress"
 version = "0.0.0"
@@ -3101,9 +3319,9 @@ dependencies = [
 
 [[package]]
 name = "r-efi"
-version = "5.2.0"
+version = "5.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "74765f6d916ee2faa39bc8e68e4f3ed8949b48cccdac59983d287a7cb71ce9c5"
+checksum = "69cdb34c158ceb288df11e18b4bd39de994f6657d83847bdffdbd7f346754b0f"
 
 [[package]]
 name = "rand"
@@ -3157,9 +3375,9 @@ dependencies = [
 
 [[package]]
 name = "redox_syscall"
-version = "0.5.12"
+version = "0.5.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "928fca9cf2aa042393a8325b9ead81d2f0df4cb12e1e24cef072922ccd99c5af"
+checksum = "7e8af0dde094006011e6a740d4879319439489813bd0bcdc7d821beaeeff48ec"
 dependencies = [
  "bitflags",
 ]
@@ -3282,21 +3500,21 @@ dependencies = [
 
 [[package]]
 name = "rustc-demangle"
-version = "0.1.24"
+version = "0.1.25"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "719b953e2095829ee67db738b3bfa9fa368c94900df327b3f07fe6e794d2fe1f"
+checksum = "989e6739f80c4ad5b13e0fd7fe89531180375b18520cc8c82080e4dc4035b84f"
 
 [[package]]
 name = "rustix"
-version = "1.0.7"
+version = "1.0.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c71e83d6afe7ff64890ec6b71d6a69bb8a610ab78ce364b3352876bb4c801266"
+checksum = "11181fbabf243db407ef8df94a6ce0b2f9a733bd8be4ad02b4eda9602296cac8"
 dependencies = [
  "bitflags",
  "errno",
  "libc",
  "linux-raw-sys",
- "windows-sys 0.59.0",
+ "windows-sys 0.60.2",
 ]
 
 [[package]]
@@ -3433,9 +3651,9 @@ dependencies = [
 
 [[package]]
 name = "serde_json"
-version = "1.0.140"
+version = "1.0.141"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "20068b6e96dc6c9bd23e01df8827e6c7e1f2fddd43c21810382803c136b99373"
+checksum = "30b9eff21ebe718216c6ec64e1d9ac57087aad11efc64e32002bce4a0d4c03d3"
 dependencies = [
  "itoa",
  "memchr",
@@ -3471,7 +3689,7 @@ version = "0.9.34+deprecated"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6a8b1a1a2ebf674015cc02edccce75287f1a0130d394307b36743c2f5d504b47"
 dependencies = [
- "indexmap 2.9.0",
+ "indexmap 2.10.0",
  "itoa",
  "ryu",
  "serde",
@@ -3551,19 +3769,22 @@ dependencies = [
 ]
 
 [[package]]
-name = "slab"
-version = "0.4.9"
+name = "simd-adler32"
+version = "0.3.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f92a496fb766b417c996b9c5e57daf2f7ad3b0bebe1ccfca4856390e3d3bb67"
-dependencies = [
- "autocfg",
-]
+checksum = "d66dc143e6b11c1eddc06d5c423cfc97062865baf299914ab64caa38182078fe"
+
+[[package]]
+name = "slab"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04dc19736151f35336d325007ac991178d504a119863a2fcb3758cdb5e52c50d"
 
 [[package]]
 name = "smallvec"
-version = "1.15.0"
+version = "1.15.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8917285742e9f3e1683f0a9c4e6b57960b7314d0b08d30d1ecd426713ee2eee9"
+checksum = "67b1b7a3b5fe4f1376887184045fcf45c69e92af734b7aaddc05fb777b6fbd03"
 dependencies = [
  "serde",
 ]
@@ -3589,6 +3810,16 @@ dependencies = [
  "windows-sys 0.52.0",
 ]
 
+[[package]]
+name = "socket2"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "233504af464074f9d066d7b5416c5f9b894a5862a6506e306f7b816cdd6f1807"
+dependencies = [
+ "libc",
+ "windows-sys 0.59.0",
+]
+
 [[package]]
 name = "stable_deref_trait"
 version = "1.2.0"
@@ -3615,9 +3846,9 @@ checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
 [[package]]
 name = "syn"
-version = "2.0.101"
+version = "2.0.104"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8ce2b7fc941b3a24138a0a7cf8e858bfc6a992e7978a068a5c760deb0ed43caf"
+checksum = "17b6f705963418cdb9927482fa304bc562ece2fdd4f616084c50b7023b435a40"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3641,6 +3872,20 @@ dependencies = [
  "syn",
 ]
 
+[[package]]
+name = "sysinfo"
+version = "0.31.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "355dbe4f8799b304b05e1b0f05fc59b2a18d36645cf169607da45bde2f69a1be"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+ "memchr",
+ "ntapi",
+ "rayon",
+ "windows",
+]
+
 [[package]]
 name = "tar"
 version = "0.4.44"
@@ -3707,12 +3952,11 @@ dependencies = [
 
 [[package]]
 name = "thread_local"
-version = "1.1.8"
+version = "1.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8b9ef9bad013ada3808854ceac7b46812a6465ba368859a37e2100283d2d719c"
+checksum = "f60246a4944f24f6e018aa17cdeffb7818b76356965d03b07d6a9886e8962185"
 dependencies = [
  "cfg-if",
- "once_cell",
 ]
 
 [[package]]
@@ -3782,18 +4026,20 @@ checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
 
 [[package]]
 name = "tokio"
-version = "1.45.1"
+version = "1.46.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75ef51a33ef1da925cea3e4eb122833cb377c61439ca401b770f54902b806779"
+checksum = "0cc3a2344dafbe23a245241fe8b09735b521110d30fcefbbd5feb1797ca35d17"
 dependencies = [
  "backtrace",
  "bytes",
+ "io-uring",
  "libc",
  "mio",
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2",
+ "slab",
+ "socket2 0.5.10",
  "tokio-macros",
  "windows-sys 0.52.0",
 ]
@@ -3854,7 +4100,7 @@ dependencies = [
  "axum",
  "base64 0.22.1",
  "bytes",
- "h2 0.4.10",
+ "h2 0.4.11",
  "http 1.3.1",
  "http-body 1.0.1",
  "http-body-util",
@@ -3864,7 +4110,7 @@ dependencies = [
  "percent-encoding",
  "pin-project",
  "prost",
- "socket2",
+ "socket2 0.5.10",
  "tokio",
  "tokio-stream",
  "tower 0.4.13",
@@ -3935,9 +4181,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-attributes"
-version = "0.1.28"
+version = "0.1.30"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "395ae124c09f9e6918a2310af6038fba074bcf474ac352496d5910dd59a2226d"
+checksum = "81383ab64e72a7a8b8e13130c49e3dab29def6d0c7d76a03087b3cf71c5c6903"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3946,9 +4192,9 @@ dependencies = [
 
 [[package]]
 name = "tracing-core"
-version = "0.1.33"
+version = "0.1.34"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e672c95779cf947c5311f83787af4fa8fffd12fb27e4993211a84bdfd9610f9c"
+checksum = "b9d12581f227e93f094d3af2ae690a574abb8a2b9b7a96e7cfe9647b2b617678"
 dependencies = [
  "once_cell",
  "valuable",
@@ -4033,9 +4279,9 @@ checksum = "f6ccf251212114b54433ec949fd6a7841275f9ada20dddd2f29e9ceea4501493"
 
 [[package]]
 name = "unicode-width"
-version = "0.2.0"
+version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1fc81956842c57dac11422a97c3b8195a1ff727f06e85c84ed2e8aa277c9a0fd"
+checksum = "4a1a07cc7db3810833284e8d372ccdc6da29741639ecc70c9ec107df0fa6154c"
 
 [[package]]
 name = "unsafe-libyaml"
@@ -4141,9 +4387,9 @@ dependencies = [
 
 [[package]]
 name = "wasi"
-version = "0.11.0+wasi-snapshot-preview1"
+version = "0.11.1+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+checksum = "ccf3ec651a847eb01de73ccad15eb7d99f80485de043efb2f370cd654f4ea44b"
 
 [[package]]
 name = "wasi"
@@ -4253,19 +4499,52 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
+[[package]]
+name = "windows"
+version = "0.57.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "12342cb4d8e3b046f3d80effd474a7a02447231330ef77d71daa6fbc40681143"
+dependencies = [
+ "windows-core 0.57.0",
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "windows-core"
+version = "0.57.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2ed2439a290666cd67ecce2b0ffaad89c2a56b976b736e6ece670297897832d"
+dependencies = [
+ "windows-implement 0.57.0",
+ "windows-interface 0.57.0",
+ "windows-result 0.1.2",
+ "windows-targets 0.52.6",
+]
+
 [[package]]
 name = "windows-core"
 version = "0.61.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c0fdd3ddb90610c7638aa2b3a3ab2904fb9e5cdbecc643ddb3647212781c4ae3"
 dependencies = [
- "windows-implement",
- "windows-interface",
+ "windows-implement 0.60.0",
+ "windows-interface 0.59.1",
  "windows-link",
- "windows-result",
+ "windows-result 0.3.4",
  "windows-strings",
 ]
 
+[[package]]
+name = "windows-implement"
+version = "0.57.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9107ddc059d5b6fbfbffdfa7a7fe3e22a226def0b2608f72e9d552763d3e1ad7"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "windows-implement"
 version = "0.60.0"
@@ -4277,6 +4556,17 @@ dependencies = [
  "syn",
 ]
 
+[[package]]
+name = "windows-interface"
+version = "0.57.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29bee4b38ea3cde66011baa44dba677c432a78593e202392d1e9070cf2a7fca7"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "windows-interface"
 version = "0.59.1"
@@ -4290,9 +4580,18 @@ dependencies = [
 
 [[package]]
 name = "windows-link"
-version = "0.1.1"
+version = "0.1.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "76840935b766e1b0a05c0066835fb9ec80071d4c09a16f6bd5f7e655e3c14c38"
+checksum = "5e6ad25900d524eaabdbbb96d20b4311e1e7ae1699af4fb28c17ae66c80d798a"
+
+[[package]]
+name = "windows-result"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e383302e8ec8515204254685643de10811af0ed97ea37210dc26fb0032647f8"
+dependencies = [
+ "windows-targets 0.52.6",
+]
 
 [[package]]
 name = "windows-result"
@@ -4318,7 +4617,7 @@ version = "0.52.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
 dependencies = [
- "windows-targets",
+ "windows-targets 0.52.6",
 ]
 
 [[package]]
@@ -4327,7 +4626,16 @@ version = "0.59.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e38bc4d79ed67fd075bcc251a1c39b32a1776bbe92e5bef1f0bf1f8c531853b"
 dependencies = [
- "windows-targets",
+ "windows-targets 0.52.6",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.60.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2f500e4d28234f72040990ec9d39e3a6b950f9f22d3dba18416c35882612bcb"
+dependencies = [
+ "windows-targets 0.53.2",
 ]
 
 [[package]]
@@ -4336,14 +4644,30 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9b724f72796e036ab90c1021d4780d4d3d648aca59e491e6b98e725b84e99973"
 dependencies = [
- "windows_aarch64_gnullvm",
- "windows_aarch64_msvc",
- "windows_i686_gnu",
- "windows_i686_gnullvm",
- "windows_i686_msvc",
- "windows_x86_64_gnu",
- "windows_x86_64_gnullvm",
- "windows_x86_64_msvc",
+ "windows_aarch64_gnullvm 0.52.6",
+ "windows_aarch64_msvc 0.52.6",
+ "windows_i686_gnu 0.52.6",
+ "windows_i686_gnullvm 0.52.6",
+ "windows_i686_msvc 0.52.6",
+ "windows_x86_64_gnu 0.52.6",
+ "windows_x86_64_gnullvm 0.52.6",
+ "windows_x86_64_msvc 0.52.6",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.53.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c66f69fcc9ce11da9966ddb31a40968cad001c5bedeb5c2b82ede4253ab48aef"
+dependencies = [
+ "windows_aarch64_gnullvm 0.53.0",
+ "windows_aarch64_msvc 0.53.0",
+ "windows_i686_gnu 0.53.0",
+ "windows_i686_gnullvm 0.53.0",
+ "windows_i686_msvc 0.53.0",
+ "windows_x86_64_gnu 0.53.0",
+ "windows_x86_64_gnullvm 0.53.0",
+ "windows_x86_64_msvc 0.53.0",
 ]
 
 [[package]]
@@ -4352,42 +4676,84 @@ version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "32a4622180e7a0ec044bb555404c800bc9fd9ec262ec147edd5989ccd0c02cd3"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "86b8d5f90ddd19cb4a147a5fa63ca848db3df085e25fee3cc10b39b6eebae764"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "09ec2a7bb152e2252b53fa7803150007879548bc709c039df7627cabbd05d469"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7651a1f62a11b8cbd5e0d42526e55f2c99886c77e007179efff86c2b137e66c"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8e9b5ad5ab802e97eb8e295ac6720e509ee4c243f69d781394014ebfe8bbfa0b"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1dc67659d35f387f5f6c479dc4e28f1d4bb90ddd1a5d3da2e5d97b42d6272c3"
+
 [[package]]
 name = "windows_i686_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0eee52d38c090b3caa76c563b86c3a4bd71ef1a819287c19d586d7334ae8ed66"
 
+[[package]]
+name = "windows_i686_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ce6ccbdedbf6d6354471319e781c0dfef054c81fbc7cf83f338a4296c0cae11"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "240948bc05c5e7c6dabba28bf89d89ffce3e303022809e73deaefe4f6ec56c66"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "581fee95406bb13382d2f65cd4a908ca7b1e4c2f1917f143ba16efe98a589b5d"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "147a5c80aabfbf0c7d901cb5895d1de30ef2907eb21fbbab29ca94c5b08b1a78"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e55b5ac9ea33f2fc1716d1742db15574fd6fc8dadc51caab1c16a3d3b4190ba"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "24d5b23dc417412679681396f2b49f3de8c1473deb516bd34410872eff51ed0d"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.53.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0a6e035dd0599267ce1ee132e51c27dd29437f63325753051e71dd9e42406c57"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
@@ -4395,10 +4761,16 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "589f6da84c646204747d1270a2a5661ea66ed1cced2631d546fdfb155959f9ec"
 
 [[package]]
-name = "winnow"
-version = "0.7.10"
+name = "windows_x86_64_msvc"
+version = "0.53.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c06928c8748d81b05c9be96aad92e1b6ff01833332f281e8cfca3be4b35fc9ec"
+checksum = "271414315aff87387382ec3d271b52d7ae78726f5d44ac98b4f4030c91880486"
+
+[[package]]
+name = "winnow"
+version = "0.7.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f3edebf492c8125044983378ecb5766203ad3b4c2f7a922bd7dd207f6d443e95"
 dependencies = [
  "memchr",
 ]
@@ -4420,9 +4792,9 @@ checksum = "ea2f10b9bb0928dfb1b42b65e1f9e36f7f54dbdf08457afefb38afcdec4fa2bb"
 
 [[package]]
 name = "xattr"
-version = "1.5.0"
+version = "1.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0d65cbf2f12c15564212d48f4e3dfb87923d25d611f2aed18f4cb23f0413d89e"
+checksum = "af3a19837351dc82ba89f8a125e22a3c475f05aba604acc023d62b2739ae2909"
 dependencies = [
  "libc",
  "rustix",
@@ -4454,18 +4826,18 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.25"
+version = "0.8.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a1702d9583232ddb9174e01bb7c15a2ab8fb1bc6f227aa1233858c351a3ba0cb"
+checksum = "1039dd0d3c310cf05de012d8a39ff557cb0d23087fd44cad61df08fc31907a2f"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.25"
+version = "0.8.26"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "28a6e20d751156648aa063f3800b706ee209a32c0b4d9f24be3d980b01be55ef"
+checksum = "9ecf5b4cc5364572d7f4c329661bcc82724222973f2cab6f050a4e5c22f75181"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -4493,6 +4865,26 @@ dependencies = [
  "synstructure",
 ]
 
+[[package]]
+name = "zeroize"
+version = "1.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde"
+dependencies = [
+ "zeroize_derive",
+]
+
+[[package]]
+name = "zeroize_derive"
+version = "1.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce36e65b0d2999d2aafac989fb249189a141aee1f53c612c1f37d72631959f69"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
 [[package]]
 name = "zerotrie"
 version = "0.2.2"
@@ -4527,7 +4919,74 @@ dependencies = [
 ]
 
 [[package]]
-name = "zlib-rs"
-version = "0.5.0"
+name = "zip"
+version = "4.3.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "868b928d7949e09af2f6086dfc1e01936064cc7a819253bce650d4e2a2d63ba8"
+checksum = "9aed4ac33e8eb078c89e6cbb1d5c4c7703ec6d299fc3e7c3695af8f8b423468b"
+dependencies = [
+ "aes",
+ "arbitrary",
+ "bzip2",
+ "constant_time_eq",
+ "crc32fast",
+ "deflate64",
+ "flate2",
+ "getrandom 0.3.3",
+ "hmac",
+ "indexmap 2.10.0",
+ "liblzma",
+ "memchr",
+ "pbkdf2",
+ "ppmd-rust",
+ "sha1",
+ "time",
+ "zeroize",
+ "zopfli",
+ "zstd",
+]
+
+[[package]]
+name = "zlib-rs"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "626bd9fa9734751fc50d6060752170984d7053f5a39061f524cda68023d4db8a"
+
+[[package]]
+name = "zopfli"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "edfc5ee405f504cd4984ecc6f14d02d55cfda60fa4b689434ef4102aae150cd7"
+dependencies = [
+ "bumpalo",
+ "crc32fast",
+ "log",
+ "simd-adler32",
+]
+
+[[package]]
+name = "zstd"
+version = "0.13.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e91ee311a569c327171651566e07972200e76fcfe2242a4fa446149a3881c08a"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "7.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f49c4d5f0abb602a93fb8736af2a4f4dd9512e36f7f570d66e65ff867ed3b9d"
+dependencies = [
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.15+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eb81183ddd97d0c74cedf1d50d85c8d08c1b8b68ee863bdee9e706eedba1a237"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/projects/noseyparker_scanner/Cargo.toml b/projects/noseyparker_scanner/Cargo.toml
index 47fc6eb..bed5a0f 100644
--- a/projects/noseyparker_scanner/Cargo.toml
+++ b/projects/noseyparker_scanner/Cargo.toml
@@ -3,6 +3,10 @@ name = "noseyparker-scanner"
 version = "0.1.0"
 edition = "2021"
 
+# [features]
+# default = ["mimalloc"]
+# mimalloc = ["dep:mimalloc"]
+
 [dependencies]
 anyhow = "1.0"
 bstr = { version = "1.0", features = ["serde"] }
@@ -14,7 +18,8 @@ tracing = "0.1"
 tracing-subscriber = { version = "0.3", features = ["env-filter"] }
 indicatif = "0.17"
 rayon = "1.8"
-mimalloc = { version = "0.1", default-features = false }
+# mimalloc = { version = "0.1", default-features = false, optional = true }
+jemallocator = "0.5.4"
 rust-s3 = "0.34.0"
 tempfile = "3.9.0"
 dotenv = "0.15.0"
@@ -25,9 +30,17 @@ hyper = { version = "0.14", features = ["full"] }
 lazy_static = "1.4.0"
 tonic = "0.12.3"
 dapr-macros = "0.16.1"
+sysinfo = "0.31.2"
+libc = "0.2.174"
+walkdir = "2.5.0"
+zip = "4.3.0"
+crossbeam-channel = "0.5.15"
+gix = { version = "0.72", features = ["max-performance", "serde"] }
 
 # NoseyParker dependencies from GitHub repository
 # Commit 65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8 from May 13, 2025
 noseyparker = { git = "https://github.com/praetorian-inc/noseyparker.git", rev = "65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8", package = "noseyparker" }
 noseyparker-rules = { git = "https://github.com/praetorian-inc/noseyparker.git", rev = "65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8", package = "noseyparker-rules" }
+input-enumerator = { git = "https://github.com/praetorian-inc/noseyparker.git", rev = "65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8", package = "input-enumerator" }
 bstring-serde = { git = "https://github.com/praetorian-inc/noseyparker.git", rev = "65f3f87bfbfec41056322cd7ce86bc1a8d9efcd8", package = "bstring-serde" }
+gix-object = "0.50.0"
diff --git a/projects/noseyparker_scanner/src/main.rs b/projects/noseyparker_scanner/src/main.rs
index e7e45f3..ea89411 100644
--- a/projects/noseyparker_scanner/src/main.rs
+++ b/projects/noseyparker_scanner/src/main.rs
@@ -9,7 +9,6 @@ use anyhow::{Context, Result};
 use clap::Parser;
 use dapr::client::{Client as DaprClient, TonicClient};
 use dotenv::dotenv;
-use indicatif::{HumanBytes, HumanCount};
 use s3::{Bucket, Region};
 use s3::creds::Credentials;
 use serde::{Deserialize, Serialize};
@@ -20,8 +19,19 @@ use std::path::PathBuf;
 use std::sync::{Arc, Mutex};
 use std::time::Instant;
 use tempfile::NamedTempFile;
-use tracing::{debug, error, info};
+use tokio::sync::Semaphore;
+use tracing::{debug, error, info, warn};
+use std::fs::File;
+use std::io::Read;
+use walkdir::WalkDir;
+use zip::ZipArchive;
+#[cfg(target_os = "linux")]
+use libc;
+// use gix_object::FindExt;
+use gix::objs::FindExt;
 
+
+use noseyparker::blob_id::BlobId;
 use noseyparker::blob::Blob;
 use noseyparker::blob_id_map::BlobIdMap;
 use noseyparker::defaults::get_builtin_rules;
@@ -30,7 +40,13 @@ use noseyparker::matcher::{Matcher, ScanResult};
 use noseyparker::matcher_stats::MatcherStats;
 use noseyparker::provenance::Provenance;
 use noseyparker::rules_database::RulesDatabase;
+// use input_enumerator::git_repo_enumerator::BlobMetadata;
 use noseyparker_rules::Rule;
+use input_enumerator::{
+    FilesystemEnumerator, FoundInput, GitRepoWithMetadataEnumerator, 
+    GitignoreBuilder
+};
+use crossbeam_channel::unbounded;
 
 // Global static reference to the rules database for performance
 use lazy_static::lazy_static;
@@ -89,11 +105,19 @@ lazy_static! {
         info!("Total rules loaded: {}", rules_db.rules().len());
         Arc::new(rules_db)
     };
+
+    static ref CONCURRENCY_SEMAPHORE: Arc<Semaphore> = {
+        let max_concurrent_files = std::env::var("MAX_CONCURRENT_FILES")
+            .map(|s| s.parse::<usize>().unwrap_or(5))
+            .unwrap_or(5);
+
+        info!("Setting maximum concurrent file processing to: {}", max_concurrent_files);
+        Arc::new(Semaphore::new(max_concurrent_files))
+    };
 }
 
-// Use mimalloc for better performance
 #[global_allocator]
-static GLOBAL: mimalloc::MiMalloc = mimalloc::MiMalloc;
+static GLOBAL: jemallocator::Jemalloc = jemallocator::Jemalloc;
 
 // Default values for pub/sub and scanner settings (overridable by environment variables)
 const DEFAULT_SNIPPET_LENGTH: usize = 512;
@@ -138,6 +162,19 @@ struct MatchInfo {
     matched_content: String,
     location: MatchLocation,
     snippet: String,
+    // New fields for file path and git information
+    file_path: Option<String>,
+    git_commit: Option<GitCommitInfo>,
+}
+
+/// Git commit information
+#[derive(Debug, Deserialize, Serialize, Clone)]
+struct GitCommitInfo {
+    commit_id: String,
+    author: String,
+    author_email: String,
+    commit_date: String,
+    message: String,
 }
 
 /// Location information for a match
@@ -154,6 +191,8 @@ struct ScanResults {
     bytes_scanned: u64,
     matches: Vec<MatchInfo>,
     stats: ScanStats,
+    // New field to indicate the type of scan
+    scan_type: String, // "regular", "zip", "git_repo"
 }
 
 /// Statistics from the scan
@@ -166,11 +205,24 @@ struct ScanStats {
     matches_found: usize,
 }
 
-// The callback handler
+// The callback handler with memory management
 #[topic(pub_sub_name = "pubsub", topic = "noseyparker-input")]
 async fn handle_input_event(input: NoseyParkerInput) {
     info!("Processing pub/sub event for object_id: {}", input.object_id);
 
+    // Acquire semaphore permit to limit concurrent processing
+    let _permit = match CONCURRENCY_SEMAPHORE.acquire().await {
+        Ok(permit) => {
+            info!("Acquired processing permit for object_id: {} (permits available: {})",
+                  input.object_id, CONCURRENCY_SEMAPHORE.available_permits());
+            permit
+        },
+        Err(e) => {
+            error!("Failed to acquire processing permit: {}", e);
+            return;
+        }
+    };
+
     // Get snippet length from environment or use default
     let snippet_length = std::env::var("SNIPPET_LENGTH")
         .map(|s| s.parse::<usize>().unwrap_or(DEFAULT_SNIPPET_LENGTH))
@@ -179,7 +231,12 @@ async fn handle_input_event(input: NoseyParkerInput) {
     info!("Using snippet length: {} bytes", snippet_length);
 
     // Process the scan request
-    match process_scan_request(&input.object_id, snippet_length).await {
+    let result = process_scan_request(&input.object_id, snippet_length).await;
+
+    // Force memory cleanup after processing (regardless of success/failure)
+    force_memory_cleanup();
+
+    match result {
         Ok(scan_results) => {
             // Create output message
             let output = NoseyParkerOutput {
@@ -210,7 +267,6 @@ async fn handle_input_event(input: NoseyParkerInput) {
             info!("Publishing result to output topic: {}", output_topic);
 
             // Publish results through Dapr client
-            // Note: We're using the Dapr SDK's client-side publish method
             match dapr_publish_event(&pubsub_name, &output_topic, &output_json).await {
                 Ok(_) => {
                     info!("Successfully published result to Dapr output topic");
@@ -226,6 +282,51 @@ async fn handle_input_event(input: NoseyParkerInput) {
             error!("Error processing scan request: {}", e);
         }
     }
+
+    // Final memory cleanup
+    force_memory_cleanup();
+
+    // Permit is automatically released when _permit goes out of scope
+    info!("Released processing permit for object_id: {} (permits available: {})",
+          input.object_id, CONCURRENCY_SEMAPHORE.available_permits() + 1);
+}
+
+/// Force memory cleanup and log memory usage - Enhanced for jemalloc
+fn force_memory_cleanup() {
+    // Force garbage collection and memory trim on supported platforms
+    #[cfg(target_os = "linux")]
+    unsafe {
+        // malloc_trim works well with jemalloc and forces it to return memory to OS
+        let _result = libc::malloc_trim(0);
+    }
+
+    // For jemalloc, trigger arena cleanup with allocation patterns
+    // jemalloc responds well to allocation/deallocation cycles
+    {
+        // Force several allocation/deallocation cycles of different sizes
+        // This helps jemalloc clean up its internal structures
+        for i in 0..3 {
+            let size = (i + 1) * 1024 * 1024; // 1MB, 2MB, 3MB
+            let _dummy = vec![0u8; size];
+            drop(_dummy);
+        }
+    }
+
+    // Additional cleanup: force a larger allocation/deallocation
+    // This can trigger jemalloc to consolidate and return larger chunks
+    {
+        let _large_cleanup: Vec<u8> = Vec::with_capacity(10 * 1024 * 1024); // 10MB
+        drop(_large_cleanup);
+    }
+
+    // Force another malloc_trim after the allocation cycles
+    #[cfg(target_os = "linux")]
+    unsafe {
+        libc::malloc_trim(0);
+    }
+
+    // Memory barrier to prevent optimizations
+    std::hint::black_box(());
 }
 
 // Helper function to publish events
@@ -311,24 +412,38 @@ async fn init_minio() -> Result<Bucket> {
 async fn download_from_minio(bucket: &Bucket, object_id: &str) -> Result<NamedTempFile> {
     info!("Downloading object {} from MinIO", object_id);
 
+    // Get max file size from environment or use default (200MB)
+    let max_file_size_mb = std::env::var("MAX_FILE_SIZE_MB")
+        .map(|s| s.parse::<i64>().unwrap_or(200))
+        .unwrap_or(200);
+    let max_file_size_bytes = max_file_size_mb * 1024 * 1024;
+
+    debug!("Maximum file size limit: {} MB ({} bytes)", max_file_size_mb, max_file_size_bytes);
+
     // Create a temporary file
     let tmp_file = NamedTempFile::new().context("Failed to create temporary file")?;
     let tmp_path = tmp_file.path().to_owned();
 
-    debug!("Attempting to list objects in bucket first");
-    match bucket.list("/".to_string(), None).await {
-        Ok(list_response) => {
-            debug!("Bucket contents:");
-            if let Some(objects) = list_response.first() {
-                for object in &objects.contents {
-                    debug!("- {} (size: {} bytes)", object.key, object.size);
-                }
+    // Get object metadata to check size before downloading
+    debug!("Getting object metadata for: {}", object_id);
+    match bucket.head_object(object_id).await {
+        Ok((metadata, _status_code)) => {
+            let object_size = metadata.content_length.unwrap_or(0);
+            debug!("Object {} size: {} bytes ({} MB)", object_id, object_size, object_size / (1024 * 1024));
+
+            if object_size > max_file_size_bytes {
+                error!("File {} is too large: {} bytes ({} MB) > {} MB limit",
+                      object_id, object_size, object_size / (1024 * 1024), max_file_size_mb);
+                anyhow::bail!("File size exceeds limit: {} MB > {} MB",
+                            object_size / (1024 * 1024), max_file_size_mb);
             } else {
-                debug!("No objects found in bucket");
+                info!("File {} size check passed: {} bytes ({} MB) <= {} MB limit",
+                     object_id, object_size, object_size / (1024 * 1024), max_file_size_mb);
             }
         },
         Err(e) => {
-            debug!("Failed to list bucket contents: {}", e);
+            error!("Failed to get object metadata for {}: {}", object_id, e);
+            anyhow::bail!("Failed to get object metadata: {}", e);
         }
     }
 
@@ -363,67 +478,576 @@ async fn download_from_minio(bucket: &Bucket, object_id: &str) -> Result<NamedTe
     Ok(tmp_file)
 }
 
-/// Process a scan request for the specified object
+/// Enhanced scan request processor that handles zip files and git repositories
 async fn process_scan_request(object_id: &str, snippet_length: usize) -> Result<ScanResults> {
-    info!("Starting scan process for object: {}", object_id);
+    info!("Starting enhanced scan process for object: {}", object_id);
 
     // Initialize MinIO connection
-    debug!("Initializing MinIO connection...");
-    let bucket = match init_minio().await {
-        Ok(b) => b,
-        Err(e) => {
-            error!("Failed to initialize MinIO connection: {}", e);
-            anyhow::bail!("Failed to initialize MinIO connection: {}", e);
-        }
-    };
-
+    let bucket = init_minio().await?;
+    
     // Download the file from MinIO
-    debug!("Attempting to download object: {}", object_id);
-    let tmp_file = match download_from_minio(&bucket, object_id).await {
-        Ok(f) => f,
-        Err(e) => {
-            error!("Failed to download object from MinIO: {}", e);
-            anyhow::bail!("Failed to download file from MinIO: {}", e);
+    let tmp_file = download_from_minio(&bucket, object_id).await?;
+    let file_path = tmp_file.path();
+
+    // Check DECOMPRESS_ZIPS environment variable (default: false)
+    let decompress_zips = std::env::var("DECOMPRESS_ZIPS")
+        .map(|s| s.to_lowercase() == "true")
+        .unwrap_or(false);
+
+    info!("DECOMPRESS_ZIPS setting: {}", decompress_zips);
+
+    // Check if it's a zip file and if zip decompression is enabled
+    if decompress_zips && is_zip_file(file_path)? {
+        info!("Detected zip file and decompression enabled: {}", object_id);
+        process_zip_file(file_path, snippet_length).await
+    } else {
+        info!("Processing as regular file: {}", object_id);
+        process_regular_file(file_path, snippet_length).await
+    }
+}
+
+/// Check if a file is a zip archive
+fn is_zip_file(file_path: &std::path::Path) -> Result<bool> {
+    let mut file = File::open(file_path)?;
+    let mut buffer = [0; 4];
+    
+    // Read first 4 bytes to check for ZIP signature
+    match file.read_exact(&mut buffer) {
+        Ok(_) => {
+            // ZIP file signature: 0x504B0304 (PK..) or 0x504B0506 (empty archive) or 0x504B0708 (spanned archive)
+            Ok(buffer == [0x50, 0x4B, 0x03, 0x04] || 
+               buffer == [0x50, 0x4B, 0x05, 0x06] ||
+               buffer == [0x50, 0x4B, 0x07, 0x08])
+        },
+        Err(_) => Ok(false), // File too small to be a zip
+    }
+}
+
+/// Process a zip file: extract, scan all contents, handle git repos
+async fn process_zip_file(zip_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    let mut all_matches = Vec::new();
+    let mut total_bytes_scanned = 0u64;
+    let mut total_files_scanned = 0u64;
+
+    // Create temporary directory for extraction
+    let temp_dir = tempfile::tempdir().context("Failed to create temporary directory")?;
+    let extract_path = temp_dir.path();
+    
+    info!("Extracting zip file to: {}", extract_path.display());
+    
+    // Extract zip file
+    extract_zip_file(zip_path, extract_path)?;
+    
+    // Check if extracted content contains a git repository
+    let git_repo_path = find_git_repository(extract_path)?;
+    
+    if let Some(git_path) = git_repo_path {
+        info!("Found git repository at: {}", git_path.display());
+        // Scan git repository with full history using input-enumerator
+        let git_results = scan_git_repository_with_enumerator(&git_path, snippet_length).await?;
+        all_matches.extend(git_results.matches);
+        total_bytes_scanned += git_results.bytes_scanned;
+        total_files_scanned += git_results.stats.blobs_scanned;
+    } else {
+        info!("No git repository found, scanning extracted files with filesystem enumerator");
+        // Use FilesystemEnumerator to scan all extracted files
+        let filesystem_results = scan_directory_with_enumerator(extract_path, snippet_length).await?;
+        all_matches.extend(filesystem_results.matches);
+        total_bytes_scanned += filesystem_results.bytes_scanned;
+        total_files_scanned += filesystem_results.stats.blobs_scanned;
+    }
+
+    // Force cleanup
+    drop(temp_dir); // This will automatically clean up the temporary directory
+    force_memory_cleanup();
+
+    let scan_duration = scan_start.elapsed();
+    let all_matches_len = all_matches.len();
+    
+    Ok(ScanResults {
+        scan_duration_ms: scan_duration.as_millis(),
+        bytes_scanned: total_bytes_scanned,
+        matches: all_matches,
+        stats: ScanStats {
+            blobs_seen: total_files_scanned,
+            blobs_scanned: total_files_scanned,
+            bytes_seen: total_bytes_scanned,
+            bytes_scanned: total_bytes_scanned,
+            matches_found: all_matches_len,
+        },
+        scan_type: "zip".to_string(), // Add this line
+    })
+}
+
+/// Extract a zip file to the specified directory
+fn extract_zip_file(zip_path: &std::path::Path, extract_to: &std::path::Path) -> Result<()> {
+    let file = File::open(zip_path)?;
+    let mut archive = ZipArchive::new(file)?;
+    
+    // Check total uncompressed size to prevent zip bombs
+    let max_extract_size = std::env::var("MAX_EXTRACT_SIZE_MB")
+        .map(|s| s.parse::<u64>().unwrap_or(1000))
+        .unwrap_or(1000) * 1024 * 1024; // Default 1GB
+    
+    let mut total_size = 0u64;
+    for i in 0..archive.len() {
+        let file = archive.by_index(i)?;
+        total_size += file.size();
+        if total_size > max_extract_size {
+            anyhow::bail!("Zip file too large when extracted: {} bytes > {} bytes limit", 
+                         total_size, max_extract_size);
+        }
+    }
+    
+    info!("Extracting {} files ({} bytes total)", archive.len(), total_size);
+    
+    for i in 0..archive.len() {
+        let mut file = archive.by_index(i)?;
+        let outpath = match file.enclosed_name() {
+            Some(path) => extract_to.join(path),
+            None => continue, // Skip files with invalid names
+        };
+
+        if file.name().ends_with('/') {
+            // Directory
+            std::fs::create_dir_all(&outpath)?;
+        } else {
+            // File
+            if let Some(p) = outpath.parent() {
+                if !p.exists() {
+                    std::fs::create_dir_all(p)?;
+                }
+            }
+            let mut outfile = File::create(&outpath)?;
+            std::io::copy(&mut file, &mut outfile)?;
+        }
+
+        // Set permissions on Unix
+        #[cfg(unix)]
+        {
+            use std::os::unix::fs::PermissionsExt;
+            if let Some(mode) = file.unix_mode() {
+                std::fs::set_permissions(&outpath, std::fs::Permissions::from_mode(mode))?;
+            }
+        }
+    }
+    
+    Ok(())
+}
+
+/// Find a git repository in the extracted directory
+fn find_git_repository(extract_path: &std::path::Path) -> Result<Option<std::path::PathBuf>> {
+    info!("Searching for git repository in: {}", extract_path.display());
+    
+    // Look for .git directory
+    for entry in WalkDir::new(extract_path).max_depth(3) {
+        let entry = entry?;
+        if entry.file_type().is_dir() && entry.file_name() == ".git" {
+            let git_dir = entry.path();
+            info!("Found .git directory at: {}", git_dir.display());
+            
+            // Check if it's a valid git directory by looking for essential files
+            let head_file = git_dir.join("HEAD");
+            let objects_dir = git_dir.join("objects");
+            let refs_dir = git_dir.join("refs");
+            
+            debug!("Checking git directory structure:");
+            debug!("  HEAD file exists: {}", head_file.exists());
+            debug!("  objects dir exists: {}", objects_dir.exists());
+            debug!("  refs dir exists: {}", refs_dir.exists());
+            
+            if head_file.exists() && objects_dir.exists() {
+                if let Some(parent) = git_dir.parent() {
+                    return Ok(Some(parent.to_path_buf()));
+                }
+            } else {
+                warn!("Found .git directory but it appears incomplete");
+            }
+        }
+    }
+    
+    debug!("No valid git repository found in extracted content");
+    Ok(None)
+}
+
+/// Scan git repository with fallback handling for problematic repositories
+async fn scan_git_repository_with_enumerator(git_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    
+    info!("Attempting to open git repository at: {}", git_path.display());
+    
+    // Try the standard approach first (isolated mode)
+    let opts = gix::open::Options::isolated().open_path_as_is(true);
+    
+    let repo = match gix::open_opts(git_path, opts) {
+        Err(gix::open::Error::NotARepository { .. }) => {
+            // Standard approach failed, try alternatives
+            info!("Standard git opening failed, trying alternatives...");
+            
+            // Try without isolated mode
+            let opts2 = gix::open::Options::default().open_path_as_is(true);
+            match gix::open_opts(git_path, opts2) {
+                Ok(repo) => {
+                    info!("Opened repository with non-isolated options");
+                    repo
+                },
+                Err(_) => {
+                    // Try gix::discover as final fallback
+                    match gix::discover(git_path) {
+                        Ok(repo) => {
+                            info!("Opened repository with gix::discover");
+                            repo
+                        },
+                        Err(e) => {
+                            warn!("All git opening methods failed: {}", e);
+                            return scan_directory_with_enumerator(git_path, snippet_length).await;
+                        }
+                    }
+                }
+            }
+        },
+        Err(err) => {
+            error!("Failed to open git repository: {}", err);
+            return scan_directory_with_enumerator(git_path, snippet_length).await;
+        },
+        Ok(repo) => {
+            info!("Opened repository with standard method");
+            repo
         }
     };
 
-    let file_path = tmp_file.path();
-    debug!("Temporary file path: {}", file_path.display());
+    info!("Successfully opened git repository, proceeding with enumeration...");
+    
+    // Create a gitignore for filtering
+    let gitignore = match GitignoreBuilder::new("").build() {
+        Ok(gitignore) => gitignore,
+        Err(e) => {
+            warn!("Failed to create gitignore builder: {}", e);
+            return scan_directory_with_enumerator(git_path, snippet_length).await;
+        }
+    };
+    
+    // Create git enumerator using the working repo
+    let git_enumerator = GitRepoWithMetadataEnumerator::new(git_path, repo, &gitignore);
+    
+    info!("Running git enumeration...");
+    let git_result = match git_enumerator.run() {
+        Ok(result) => result,
+        Err(e) => {
+            warn!("Git enumeration failed: {} - falling back to filesystem scan", e);
+            return scan_directory_with_enumerator(git_path, snippet_length).await;
+        }
+    };
+    
+    info!("Found {} blobs in git repository using input-enumerator", git_result.blobs.len());
+    
+    let mut all_matches = Vec::new();
+    let mut total_bytes_scanned = 0u64;
+    
+    // Scan each blob
+    for (i, blob_metadata) in git_result.blobs.iter().enumerate() {
+        if i % 100 == 0 && i > 0 {
+            info!("Processing blob {}/{}", i + 1, git_result.blobs.len());
+        }
+        
+        let blob_oid = blob_metadata.blob_oid;
+        let mut blob_data_buffer = Vec::new();
+        
+        match git_result.repository.objects.find_blob(&blob_oid, &mut blob_data_buffer) {
+            Ok(blob_data) => {
+                let blob_id = BlobId::compute_from_bytes(blob_data.data);
+                let blob = Blob::new(blob_id, blob_data.data.to_vec());
+                let appearance = blob_metadata.first_seen.clone();
+                
+                // Extract file path from the first appearance
+                let file_path = if !appearance.is_empty() {
+                    Some(appearance[0].path.to_string())
+                } else {
+                    None
+                };
+                
+                match scan_blob_with_matcher(&blob, snippet_length, &appearance, file_path) {
+                    Ok(blob_result) => {
+                        all_matches.extend(blob_result.matches);
+                        total_bytes_scanned += blob_result.bytes_scanned;
+                    },
+                    Err(e) => {
+                        warn!("Failed to scan git blob {}: {}", blob_oid, e);
+                    }
+                }
+            },
+            Err(e) => {
+                warn!("Failed to find git blob {}: {}", blob_oid, e);
+            }
+        }
+    }
 
+    let scan_duration = scan_start.elapsed();
+    let all_matches_len = all_matches.len();
+    
+    info!("Git enumeration complete: {} matches found in {} blobs", all_matches_len, git_result.blobs.len());
+    
+    Ok(ScanResults {
+        scan_duration_ms: scan_duration.as_millis(),
+        bytes_scanned: total_bytes_scanned,
+        matches: all_matches,
+        stats: ScanStats {
+            blobs_seen: git_result.blobs.len() as u64,
+            blobs_scanned: git_result.blobs.len() as u64,
+            bytes_seen: total_bytes_scanned,
+            bytes_scanned: total_bytes_scanned,
+            matches_found: all_matches_len,
+        },
+        scan_type: "git_repo".to_string(),
+    })
+}
+
+/// Proceed with the actual input_enumerator GitRepo when it works
+async fn proceed_with_actual_git_scan(
+    _repo: gix::Repository,  // This should be the correct input_enumerator type, but using gix for now
+    git_path: &std::path::Path, 
+    snippet_length: usize, 
+    _scan_start: Instant
+) -> Result<ScanResults> {
+    info!("Proceeding with actual git scan");
+    
+    // For now, let's try to use the FilesystemEnumerator approach since the types don't match
+    warn!("Type mismatch between gix::Repository and expected input_enumerator types");
+    warn!("Using git-aware filesystem scanning as fallback");
+    
+    scan_directory_with_git_awareness(git_path, snippet_length).await
+}
+
+/// Git-aware filesystem scanning (skips .git directory)
+async fn scan_directory_with_git_awareness(git_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    let mut all_matches = Vec::new();
+    let mut total_bytes_scanned = 0u64;
+    let mut files_scanned = 0u64;
+
+    info!("Scanning git repository as filesystem with git awareness: {}", git_path.display());
+
+    // Skip .git directory when scanning filesystem to avoid scanning git internals
+    for entry in WalkDir::new(git_path)
+        .into_iter()
+        .filter_entry(|e| {
+            // Skip .git directory and its contents
+            !e.path().components().any(|c| c.as_os_str() == ".git")
+        })
+    {
+        let entry = match entry {
+            Ok(e) => e,
+            Err(e) => {
+                warn!("Error walking directory: {}", e);
+                continue;
+            }
+        };
+
+        if entry.file_type().is_file() {
+            let file_path = entry.path();
+            
+            // Skip binary files and other non-scannable files
+            if should_skip_file(file_path) {
+                continue;
+            }
+            
+            match scan_single_file(file_path, snippet_length).await {
+                Ok(file_result) => {
+                    all_matches.extend(file_result.matches);
+                    total_bytes_scanned += file_result.bytes_scanned;
+                    files_scanned += 1;
+                },
+                Err(e) => {
+                    debug!("Failed to scan file {}: {}", file_path.display(), e);
+                }
+            }
+        }
+    }
+
+    let scan_duration = scan_start.elapsed();
+    let all_matches_len = all_matches.len();
+    
+    info!("Completed git-aware filesystem scan: {} files, {} bytes", files_scanned, total_bytes_scanned);
+    
+    Ok(ScanResults {
+        scan_duration_ms: scan_duration.as_millis(),
+        bytes_scanned: total_bytes_scanned,
+        matches: all_matches,
+        stats: ScanStats {
+            blobs_seen: files_scanned,
+            blobs_scanned: files_scanned,
+            bytes_seen: total_bytes_scanned,
+            bytes_scanned: total_bytes_scanned,
+            matches_found: all_matches_len,
+        },
+        scan_type: "git_repo".to_string(), // Add this line
+    })
+}
+
+/// Determine if a file should be skipped during scanning
+fn should_skip_file(path: &std::path::Path) -> bool {
+    // Get file extension
+    let extension = path.extension()
+        .and_then(|ext| ext.to_str())
+        .unwrap_or("")
+        .to_lowercase();
+    
+    // Skip binary files and other non-text files
+    let binary_extensions = [
+        "exe", "dll", "so", "dylib", "bin", "out",
+        "jpg", "jpeg", "png", "gif", "bmp", "ico", "svg",
+        "mp3", "mp4", "avi", "mov", "wav", "flac",
+        "zip", "tar", "gz", "rar", "7z", "bz2",
+        "pdf", "doc", "docx", "xls", "xlsx", "ppt", "pptx",
+        "class", "jar", "war", "ear",
+        "o", "obj", "a", "lib",
+    ];
+    
+    if binary_extensions.contains(&extension.as_str()) {
+        return true;
+    }
+    
+    // Skip very large files (over 10MB)
+    if let Ok(metadata) = std::fs::metadata(path) {
+        let max_file_size = 10 * 1024 * 1024; // 10MB
+        if metadata.len() > max_file_size {
+            return true;
+        }
+    }
+    
+    false
+}
+
+
+/// Scan a directory using the FilesystemEnumerator from input-enumerator crate
+async fn scan_directory_with_enumerator(dir_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    let mut all_matches = Vec::new();
+    let mut total_bytes_scanned = 0u64;
+    let mut files_scanned = 0u64;
+
+    info!("Scanning directory with FilesystemEnumerator: {}", dir_path.display());
+
+    // Create a channel to receive enumerated files
+    let (sender, receiver) = unbounded();
+
+    // Configure filesystem enumerator
+    let mut enumerator = FilesystemEnumerator::new(&[dir_path])?;
+    
+    // Configure max file size from environment
+    let max_file_size_mb = std::env::var("MAX_FILE_SIZE_MB")
+        .map(|s| s.parse::<u64>().unwrap_or(200))
+        .unwrap_or(200);
+    let max_file_size_bytes = Some(max_file_size_mb * 1024 * 1024);
+    
+    enumerator
+        .max_filesize(max_file_size_bytes)
+        .enumerate_git_history(false) // We handle git repos separately
+        .collect_git_metadata(false)
+        .threads(1); // Use single thread for simplicity in this context
+
+    // Run enumeration in a separate task
+    let enum_sender = sender.clone();
+    let enum_task = tokio::task::spawn_blocking(move || {
+        enumerator.run(enum_sender)
+    });
+
+    // Drop the sender so the receiver will eventually close
+    drop(sender);
+
+    // Process enumerated files
+    while let Ok(found_input) = receiver.recv() {
+        match found_input {
+            FoundInput::File(file_result) => {
+                // debug!("Scanning enumerated file: {}", file_result.path.display());
+                
+                let file_path_str = file_result.path.to_string_lossy().to_string();
+                
+                match scan_single_file_with_path(&file_result.path, snippet_length, Some(file_path_str)).await {
+                    Ok(file_scan_result) => {
+                        all_matches.extend(file_scan_result.matches);
+                        total_bytes_scanned += file_scan_result.bytes_scanned;
+                        files_scanned += 1;
+                    },
+                    Err(e) => {
+                        warn!("Failed to scan file {}: {}", file_result.path.display(), e);
+                    }
+                }
+            },
+            FoundInput::Directory(_) => {
+                // Directories are handled by the enumerator automatically
+            },
+            FoundInput::EnumeratorFile(enum_file) => {
+                // This would be for other enumerator files, handle if needed
+                debug!("Found enumerator file: {}", enum_file.path.display());
+            }
+        }
+    }
+
+    // Wait for enumeration to complete
+    if let Err(e) = enum_task.await {
+        error!("Enumeration task failed: {}", e);
+    }
+
+    let scan_duration = scan_start.elapsed();
+    let all_matches_len = all_matches.len();
+    
+    info!("Completed directory scan: {} files, {} bytes", files_scanned, total_bytes_scanned);
+    
+    Ok(ScanResults {
+        scan_duration_ms: scan_duration.as_millis(),
+        bytes_scanned: total_bytes_scanned,
+        matches: all_matches,
+        stats: ScanStats {
+            blobs_seen: files_scanned,
+            blobs_scanned: files_scanned,
+            bytes_seen: total_bytes_scanned,
+            bytes_scanned: total_bytes_scanned,
+            matches_found: all_matches_len,
+        },
+        scan_type: "zip".to_string(),
+    })
+}
+
+/// Core blob scanning logic using NoseyParker matcher
+fn scan_blob_with_matcher(
+    blob: &Blob, 
+    snippet_length: usize,
+    appearance_info: &input_enumerator::blob_appearance::BlobAppearanceSet,
+    file_path: Option<String>
+) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    
     // Use the globally preloaded rules database
-    debug!("Using pre-loaded rules database with {} rules", RULES_DATABASE.rules().len());
-
-    // Prepare for scanning
     let seen_blobs = BlobIdMap::new();
     let matcher_stats = Mutex::new(MatcherStats::default());
-    let matcher = Matcher::new(&RULES_DATABASE, &seen_blobs, Some(&matcher_stats))
+    let mut matcher = Matcher::new(&RULES_DATABASE, &seen_blobs, Some(&matcher_stats))
         .context("Failed to create matcher")?;
 
-    // Load the file as a blob
-    info!("Loading file for scanning");
-    let blob = Blob::from_file(file_path)
-        .with_context(|| format!("Failed to load blob from {}", file_path.display()))?;
-
-    debug!("File loaded, size: {} bytes", blob.len());
-
-    // Create a provenance for the file
-    let provenance = Provenance::from_file(PathBuf::from(file_path)).into();
+    // Create provenance from appearance info
+    let provenance = if appearance_info.is_empty() {
+        // Fixed: Use from_file instead of from_unknown which doesn't exist
+        Provenance::from_file(PathBuf::from("unknown")).into()
+    } else {
+        // Use the first appearance for provenance
+        let first_appearance = &appearance_info[0];
+        // Fixed: Use from_git_repo_with_first_commit instead of from_git_commit
+        // and don't double-wrap with Arc since commit_metadata is already Arc<CommitMetadata>
+        Provenance::from_git_repo_with_first_commit(
+            Arc::new(PathBuf::from(".")), // repo path placeholder
+            first_appearance.commit_metadata.clone(), // Already Arc<CommitMetadata>
+            first_appearance.path.clone()
+        ).into()
+    };
 
     // Scan the blob
-    info!("Scanning file for secrets...");
-    let scan_start = Instant::now();
-
-    let mut matcher = matcher;
-    let scan_result = matcher.scan_blob(&blob, &provenance)
+    let scan_result = matcher.scan_blob(blob, &provenance)
         .context("Failed to scan blob")?;
 
-
-    // Process scan results
+    // Process results
     let noseyparker_matches = match scan_result {
         ScanResult::New(blob_matches) => {
-            debug!("Found {} raw matches", blob_matches.len());
-
-            // Convert raw matches to processed matches
             let max_end = blob_matches.iter()
                 .map(|m| m.matching_input_offset_span.end)
                 .max()
@@ -438,75 +1062,192 @@ async fn process_scan_request(object_id: &str, snippet_length: usize) -> Result<
                 Vec::new()
             }
         },
-        ScanResult::SeenSansMatches => {
-            debug!("No matches found (already seen)");
-            Vec::new()
-        },
-        ScanResult::SeenWithMatches => {
-            debug!("Matches found (already seen)");
-            Vec::new()
-        },
+        ScanResult::SeenSansMatches => Vec::new(),
+        ScanResult::SeenWithMatches => Vec::new(),
     };
 
-    // Convert NoseyParker Match objects to our serializable MatchInfo objects
+    // Extract git commit info from the first appearance if available
+    let git_commit_info = if !appearance_info.is_empty() {
+        let first_appearance = &appearance_info[0];
+        let commit_meta = &first_appearance.commit_metadata;
+        
+        Some(GitCommitInfo {
+            commit_id: commit_meta.commit_id.to_string(),
+            author: commit_meta.author_name.to_string(),
+            author_email: commit_meta.author_email.to_string(),
+            commit_date: format!("{}", commit_meta.author_timestamp), // Use timestamp instead
+            message: commit_meta.message.to_string(),
+        })
+    } else {
+        None
+    };
+
+    // Convert to MatchInfo
     let matches: Vec<MatchInfo> = noseyparker_matches.into_iter()
         .map(|m| {
-            let rule_name = m.rule_name.clone();
-
-            // Get the snippet content
             let snippet = format!("{}[{}]{}",
                 m.snippet.before,
                 m.snippet.matching,
                 m.snippet.after);
 
-            // Get line/column info from the location
             let line = m.location.source_span.start.line.try_into().unwrap_or(0);
             let column = m.location.source_span.start.column.try_into().unwrap_or(0);
 
-            // Build our match info
             MatchInfo {
-                rule_name,
-                rule_type: "secret".to_string(), // Simplified for now
+                rule_name: m.rule_name.clone(),
+                rule_type: "secret".to_string(),
                 matched_content: m.snippet.matching.to_string(),
                 location: MatchLocation { line, column },
                 snippet,
+                file_path: file_path.clone(),
+                git_commit: git_commit_info.clone(),
             }
         })
         .collect();
-
+    
+    let matches_count = matches.len();
     let scan_duration = scan_start.elapsed();
+    let blob_size = blob.len();
 
-    // Get statistics
-    let _stats = matcher_stats.lock().unwrap(); // Prefix with underscore to indicate it's intentionally unused
+    // Explicitly drop large objects
+    drop(matcher);
+
+    Ok(ScanResults {
+        scan_duration_ms: scan_duration.as_millis(),
+        bytes_scanned: blob_size as u64,
+        matches,
+        stats: ScanStats {
+            blobs_seen: 1,
+            blobs_scanned: 1,
+            bytes_seen: blob_size as u64,
+            bytes_scanned: blob_size as u64,
+            matches_found: matches_count,
+        },
+        scan_type: if git_commit_info.is_some() { "git_repo".to_string() } else { "zip".to_string() },
+    })
+}
+
+/// Scan a single file with optional file path tracking
+async fn scan_single_file_with_path(file_path: &std::path::Path, snippet_length: usize, tracked_path: Option<String>) -> Result<ScanResults> {
+    process_regular_file_with_path(file_path, snippet_length, tracked_path).await
+}
+
+/// Process a regular file with path tracking
+async fn process_regular_file_with_path(file_path: &std::path::Path, snippet_length: usize, tracked_path: Option<String>) -> Result<ScanResults> {
+    let scan_start = Instant::now();
+    
+    // Get file size and system memory info before scanning
+    let file_size = match std::fs::metadata(file_path) {
+        Ok(metadata) => metadata.len(),
+        Err(e) => {
+            error!("Failed to get file metadata: {}", e);
+            0
+        }
+    };
+
+    debug!("Scanning regular file: {} ({} bytes)", file_path.display(), file_size);
+
+    // Create a scope to ensure all scan-related variables are dropped
+    let (matches, scan_duration, blob_size) = {
+        // Prepare for scanning
+        let seen_blobs = BlobIdMap::new();
+        let matcher_stats = Mutex::new(MatcherStats::default());
+        let mut matcher = Matcher::new(&RULES_DATABASE, &seen_blobs, Some(&matcher_stats))
+            .context("Failed to create matcher")?;
+
+        // Load the file as a blob
+        let blob = Blob::from_file(file_path)
+            .with_context(|| format!("Failed to load blob from {}", file_path.display()))?;
+
+        let blob_size = blob.len();
+
+        // Create a provenance for the file
+        let provenance = Provenance::from_file(PathBuf::from(file_path)).into();
+
+        // Scan the blob
+        let scan_result = matcher.scan_blob(&blob, &provenance)
+            .context("Failed to scan blob")?;
+
+        // Process scan results
+        let noseyparker_matches = match scan_result {
+            ScanResult::New(blob_matches) => {
+                let max_end = blob_matches.iter()
+                    .map(|m| m.matching_input_offset_span.end)
+                    .max()
+                    .unwrap_or_default();
+
+                if max_end > 0 {
+                    let loc_mapping = location::LocationMapping::new(&blob.bytes[0..max_end]);
+                    blob_matches.iter()
+                        .map(|m| noseyparker::match_type::Match::convert(&loc_mapping, m, snippet_length))
+                        .collect()
+                } else {
+                    Vec::new()
+                }
+            },
+            ScanResult::SeenSansMatches => Vec::new(),
+            ScanResult::SeenWithMatches => Vec::new(),
+        };
+
+        // Convert to MatchInfo with file path tracking
+        let matches: Vec<MatchInfo> = noseyparker_matches.into_iter()
+            .map(|m| {
+                let snippet = format!("{}[{}]{}",
+                    m.snippet.before,
+                    m.snippet.matching,
+                    m.snippet.after);
+
+                let line = m.location.source_span.start.line.try_into().unwrap_or(0);
+                let column = m.location.source_span.start.column.try_into().unwrap_or(0);
+
+                MatchInfo {
+                    rule_name: m.rule_name.clone(),
+                    rule_type: "secret".to_string(),
+                    matched_content: m.snippet.matching.to_string(),
+                    location: MatchLocation { line, column },
+                    snippet,
+                    file_path: tracked_path.clone(),
+                    git_commit: None, // No git commit for regular files
+                }
+            })
+            .collect();
+
+        let scan_duration = scan_start.elapsed();
+
+        // Explicitly drop large objects
+        drop(blob);
+        drop(matcher);
+        drop(seen_blobs);
+
+        (matches, scan_duration, blob_size)
+    };
+
+    force_memory_cleanup();
+
+    // Create scan stats
     let scan_stats = ScanStats {
-        blobs_seen: 1,  // We're always scanning 1 blob
-        blobs_scanned: 1,  // We're always scanning 1 blob
-        bytes_seen: blob.len() as u64,  // Use the actual blob size for reporting
-        bytes_scanned: blob.len() as u64,  // Use the actual blob size for reporting
+        blobs_seen: 1,
+        blobs_scanned: 1,
+        bytes_seen: blob_size as u64,
+        bytes_scanned: blob_size as u64,
         matches_found: matches.len(),
     };
 
-    // Create a human-readable summary
-    let seen_bytes_per_sec = if scan_duration.as_secs_f64() > 0.0 {
-        (blob.len() as f64 / scan_duration.as_secs_f64()) as u64
-    } else {
-        blob.len() as u64
-    };
-
-    info!(
-        "Scan complete: Scanned {} from {} blobs in {:.3}s ({}/s); {} matches found",
-        HumanBytes(blob.len() as u64),
-        HumanCount(1),  // We're always scanning 1 blob
-        scan_duration.as_secs_f64(),  // Format as seconds with decimal places
-        HumanBytes(seen_bytes_per_sec),
-        HumanCount(matches.len() as u64),
-    );
-
-    // Return the results
     Ok(ScanResults {
         scan_duration_ms: scan_duration.as_millis(),
-        bytes_scanned: blob.len() as u64,  // Use the actual blob size for reporting
+        bytes_scanned: blob_size as u64,
         matches,
         stats: scan_stats,
+        scan_type: "regular".to_string(),
     })
+}
+
+/// Update the legacy function calls
+async fn scan_single_file(file_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    scan_single_file_with_path(file_path, snippet_length, None).await
+}
+
+/// Process a regular file (legacy function)
+async fn process_regular_file(file_path: &std::path::Path, snippet_length: usize) -> Result<ScanResults> {
+    process_regular_file_with_path(file_path, snippet_length, None).await
 }
\ No newline at end of file
diff --git a/projects/triage/README.md b/projects/triage/README.md
deleted file mode 100644
index 2532f51..0000000
--- a/projects/triage/README.md
+++ /dev/null
@@ -1,79 +0,0 @@
-# Triage Service
-
-A microservice for the Nemesis platform that provides automated analysis and classification of security findings using large language models.
-
-## Purpose
-
-This service automatically triages security findings generated by the platform, classifying them as true positives, false positives, or requiring manual review. It helps security analysts prioritize their investigation efforts by reducing false positives and highlighting genuine threats.
-
-## Features
-
-- **Automated triage**: Uses LLMs to analyze finding summaries and classify security relevance
-- **Real-time processing**: Subscribes to new findings and processes them immediately
-- **Multi-category classification**: Categorizes findings as true positive, false positive, needs review, or error
-- **Rule-based preprocessing**: Applies deterministic rules for common finding types before LLM analysis
-- **Context-aware analysis**: Considers file paths and metadata when making triage decisions
-- **Audit trail**: Records all triage decisions with timestamps and attribution
-
-## Triage Categories
-
-The service classifies findings into four categories:
-
-### True Positive
-Genuine security issues that require immediate attention, such as:
-- Valid credentials in production files
-- Active JWT tokens with valid expiration
-- Confirmed malware signatures
-
-### False Positive
-Findings that are incorrectly flagged as security issues, including:
-- Test or mock data
-- Sample configurations
-- Expired or invalid tokens
-- Development credentials in test environments
-
-### Needs Review
-Findings requiring human analysis due to:
-- Insufficient context for automated classification
-- Ambiguous or complex scenarios
-- Novel finding types not covered by existing rules
-
-### Error
-Processing failures that prevent classification
-
-## Processing Logic
-
-### Rule-Based Triage
-For common finding types, the service applies deterministic rules:
-- **JWT tokens**: Automatically classifies based on expiration status
-- **Known patterns**: Predefined rules for frequent false positive scenarios
-
-### LLM-Powered Analysis
-For complex findings, the service uses configured LLMs to:
-- Analyze finding summaries and context
-- Consider file paths and origins
-- Make nuanced decisions based on security expertise
-- Provide consistent classification across similar findings
-
-## Configuration
-
-- `RIGGING_GENERATOR_TRIAGE`: LLM configuration for triage analysis (required for LLM-based triage)
-
-## Data Flow
-
-1. **Subscription**: Monitors new NoseyParker findings without existing triage decisions
-2. **Detail fetch**: Retrieves complete finding information including file context
-3. **Classification**: Applies rule-based logic or LLM analysis
-4. **Recording**: Stores triage decision in the database with automated attribution
-5. **Notification**: Updates finding status for dashboard visibility
-
-## Integration
-
-- **Hasura GraphQL**: Real-time finding subscriptions and triage record storage
-- **Rigging Framework**: LLM integration for intelligent analysis
-- **Minio Storage**: Access to original files for context analysis
-
-## Health Monitoring
-
-- `GET /healthz`: Health check endpoint for service monitoring
-
diff --git a/projects/triage/poetry.lock b/projects/triage/poetry.lock
deleted file mode 100644
index a25aebf..0000000
--- a/projects/triage/poetry.lock
+++ /dev/null
@@ -1,3575 +0,0 @@
-# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
-
-[[package]]
-name = "aiohappyeyeballs"
-version = "2.6.1"
-description = "Happy Eyeballs for asyncio"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
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-    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
-]
-
-[[package]]
-name = "aiohttp"
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-description = "Async http client/server framework (asyncio)"
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-python-versions = ">=3.9"
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-
-[package.dependencies]
-idna = ">=2.0"
-multidict = ">=4.0"
-propcache = ">=0.2.0"
-
-[[package]]
-name = "zipp"
-version = "3.21.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
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-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
-[metadata]
-lock-version = "2.1"
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diff --git a/projects/triage/pyproject.toml b/projects/triage/pyproject.toml
deleted file mode 100644
index ffe0904..0000000
--- a/projects/triage/pyproject.toml
+++ /dev/null
@@ -1,96 +0,0 @@
-[tool.poetry]
-name = "triage"
-version = "0.1.0"
-description = "Triages Nemesis alerts with LLMs."
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = ">=3.12,<4.0"
-fastapi = "^0.115.6"
-uvicorn = "^0.34.0"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
-structlog = "^25.1.0"
-pydantic = "^2.10.4"
-typing-extensions = "^4.12.2"
-asyncpg = "^0.30.0"
-common = { path = "../../libs/common", develop = true }
-gql = "^3.5.0"
-websockets = "^14.2"
-rigging = "^2.2.4"
-
-[tool.poetry.group.dev.dependencies]
-ruff = "^0.9.2"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
diff --git a/projects/triage/triage/main.py b/projects/triage/triage/main.py
deleted file mode 100644
index e82901a..0000000
--- a/projects/triage/triage/main.py
+++ /dev/null
@@ -1,289 +0,0 @@
-import asyncio
-import json
-import os
-from contextlib import asynccontextmanager
-from enum import Enum
-
-import rigging as rg
-import structlog
-from common.storage import StorageMinio
-from dapr.clients import DaprClient
-from dapr.ext.fastapi import DaprApp
-from fastapi import FastAPI
-from gql import Client, gql
-from gql.transport.websockets import WebsocketsTransport
-
-logger = structlog.get_logger(module=__name__)
-storage = StorageMinio()
-
-
-# Define triage categories
-class TriageCategory(str, Enum):
-    TRUE_POSITIVE = "true_positive"
-    FALSE_POSITIVE = "false_positive"
-    NEEDS_REVIEW = "needs_review"
-    NOT_TRIAGED = "not_triaged"
-    ERROR = "error"
-
-
-# Get Hasura admin secret from Dapr secret store
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="HASURA_ADMIN_SECRET")
-    hasura_admin_secret = secret.secret["HASURA_ADMIN_SECRET"]
-    logger.info("[triage] HASURA_ADMIN_SECRET retrieved")
-
-
-@asynccontextmanager
-async def lifespan(app: FastAPI):
-    """Lifespan manager for FastAPI - handles startup and shutdown events"""
-
-    try:
-        # Check if rigging generator config is available
-        rigging_generator = os.getenv("RIGGING_GENERATOR_TRIAGE")
-        if not rigging_generator:
-            logger.warning("RIGGING_GENERATOR_TRIAGE environment variable not set - triage analysis disabled")
-
-        # Start findings subscription
-        subscription_task = asyncio.create_task(handle_findings_subscription())
-        logger.info("Started findings subscription handler")
-
-        yield
-
-    except Exception as e:
-        logger.exception(e, message="Error initializing triage service")
-        raise
-
-
-app = FastAPI(lifespan=lifespan)
-dapr_app = DaprApp(app)
-
-
-async def triage_finding(file_path, object_id, finding_data):
-    """
-    Analyze the finding data with LLM to determine if it is a true positive,
-    false positive, or needs_review.
-    """
-
-    try:
-        # Extract the finding summary from the data
-        # We expect at least one data item in the finding with a summary field
-        summary = None
-        if finding_data and isinstance(finding_data, list) and len(finding_data) > 0:
-            first_data = finding_data[0]
-            try:
-                # Parse the data as JSON if it's a string
-                if isinstance(first_data, str):
-                    first_data = json.loads(first_data)
-
-                # Extract summary from metadata
-                if isinstance(first_data, dict) and "metadata" in first_data:
-                    summary = first_data["metadata"].get("summary")
-            except json.JSONDecodeError:
-                logger.error(f"Failed to parse finding data as JSON: {first_data}")
-
-        if not summary:
-            logger.warning("No summary found in finding data, cannot triage")
-            return TriageCategory.NOT_TRIAGED
-
-        # any findings we can triage without an LLM
-        if "np.jwt.1" in summary and "JWT Analysis" in summary:
-            if "**Expired**: True" in summary:
-                if "**Expired**: False" in summary:
-                    return TriageCategory.TRUE_POSITIVE
-                else:
-                    return TriageCategory.FALSE_POSITIVE
-            elif "**Expired**: False" in summary:
-                return TriageCategory.FALSE_POSITIVE
-            else:
-                return TriageCategory.NEEDS_REVIEW
-
-        rigging_generator = os.getenv("RIGGING_GENERATOR_TRIAGE")
-        if not rigging_generator:
-            # logger.warning("RIGGING_GENERATOR_TRIAGE not set, cannot triage finding with LLM")
-            return TriageCategory.NOT_TRIAGED
-
-        generator = rg.get_generator(rigging_generator)
-
-        # Send the data to the LLM for analysis
-        response = await generator.chat(
-            [
-                {
-                    "role": "system",
-                    "content": """You are a cybersecurity expert specializing in analyzing security findings.
-                Your task is to triage security findings as either true positive, false positive, or needs review.
-
-                A true positive is a finding that accurately identifies a genuine security issue and is not derived
-                from test/mock data. A false positive is a finding that incorrectly identifies something as a security
-                issue, such as being sample, test, or mock data, or being an incorrect match for a regular expression.
-                Use needs_review when there is insufficient information to make a determination. Also use the file
-                path when making your determination.
-
-                Analyze the finding summary carefully and respond ONLY with one of three values, do not output any explanation or thought process:
-                - true_positive
-                - false_positive
-                - needs_review
-                """,
-                },
-                {
-                    "role": "user",
-                    "content": f"Please triage the following security finding derived from the file '{file_path}' (object_id={object_id}):\n\n{summary}",
-                },
-            ]
-        ).run()
-
-        # Extract the result from the response
-        triage_result = response.last.content
-        logger.debug(f"triage_result: {triage_result}")
-
-        if triage_result:
-            # Normalize the result to match our enum
-            result = triage_result.strip().lower()
-
-            if result.endswith("true_positive"):
-                return TriageCategory.TRUE_POSITIVE
-            elif result.endswith("false_positive"):
-                return TriageCategory.FALSE_POSITIVE
-            else:
-                return TriageCategory.NEEDS_REVIEW
-        else:
-            logger.warning("No LLM triage result")
-            return TriageCategory.NOT_TRIAGED
-
-    except Exception as e:
-        logger.exception(e, message="Error during LLM triage of finding")
-        return TriageCategory.ERROR
-
-
-async def fetch_finding_details(session, finding_id):
-    """Fetch full details for a finding after receiving its ID from subscription"""
-    FINDING_DETAILS_QUERY = gql("""
-        query FindingDetails($finding_id: bigint!) {
-            findings_by_pk(finding_id: $finding_id) {
-                finding_name
-                category
-                severity
-                object_id
-                data
-                raw_data
-                files_enriched {
-                    path
-                    object_id
-                }
-            }
-        }
-    """)
-
-    try:
-        result = await session.execute(FINDING_DETAILS_QUERY, variable_values={"finding_id": finding_id})
-
-        finding_details = result.get("findings_by_pk")
-        if not finding_details:
-            logger.warning(f"No details found for finding ID {finding_id}")
-            return None
-
-        return finding_details
-    except Exception as e:
-        logger.exception(e, message=f"Error fetching details for finding ID {finding_id}")
-        return None
-
-
-async def handle_findings_subscription():
-    """Sets up and handles subscription to findings table in Hasura using a lightweight approach"""
-    # Lightweight subscription that only returns finding_ids
-
-    if not os.getenv('RIGGING_GENERATOR_TRIAGE'):
-        logger.info("RIGGING_GENERATOR_TRIAGE not set, skipping subscription")
-        return
-
-    SUBSCRIPTION = gql("""
-        subscription NewFindingIds {
-            findings(
-                where: {
-                    finding_name: {_eq: "noseyparker_match"},
-                    triage_id: {_is_null: true},
-                    finding_triage_histories_aggregate: {count: {predicate: {_eq: 0}}}
-                },
-                order_by: {created_at: desc}
-            ) {
-                finding_id
-            }
-        }
-    """)
-
-    INSERT_TRIAGE = gql("""
-        mutation InsertTriage($finding_id: bigint!, $username: String!, $value: String!, $automated: Boolean!) {
-            insert_findings_triage_history_one(object: {
-                finding_id: $finding_id,
-                username: $username,
-                value: $value,
-                automated: $automated
-            }) {
-                id
-            }
-        }
-    """)
-
-    while True:
-        try:
-            transport = WebsocketsTransport(
-                url="ws://hasura:8080/v1/graphql",
-                headers={"x-hasura-admin-secret": hasura_admin_secret},
-                connect_args={"max_size": 20 * 1024 * 1024},
-            )
-
-            async with Client(
-                transport=transport,
-                fetch_schema_from_transport=True,
-            ) as session:
-                async for result in session.subscribe(SUBSCRIPTION):
-                    if result is None:
-                        continue
-
-                    findings_list = result.get("findings", [])
-
-                    for finding in findings_list:
-                        finding_id = finding["finding_id"]
-                        logger.info(f"Processing finding ID: {finding_id}")
-
-                        # Fetch complete details for this finding
-                        finding_details = await fetch_finding_details(session, finding_id)
-
-                        if not finding_details:
-                            continue
-
-                        file_path = finding_details["files_enriched"]["path"]
-                        object_id = finding_details["files_enriched"]["object_id"]
-
-                        # Triage the finding using LLM
-                        triage_category = await triage_finding(file_path, object_id, finding_details["data"])
-                        if (
-                            triage_category == TriageCategory.TRUE_POSITIVE
-                            or triage_category == TriageCategory.FALSE_POSITIVE
-                            or triage_category == TriageCategory.NEEDS_REVIEW
-                        ):
-                            # Insert triage record
-                            await session.execute(
-                                INSERT_TRIAGE,
-                                variable_values={
-                                    "finding_id": finding_id,
-                                    "username": "llm_triage",
-                                    "value": triage_category,
-                                    "automated": True,
-                                },
-                            )
-
-                            logger.info(f"Successfully triaged finding {finding_id} as {triage_category}")
-                        else:
-                            logger.warning(f"Unsuccessfully triaged finding {finding_id} as {triage_category}")
-
-                        del finding_details
-
-        except Exception as e:
-            logger.exception(e, message="Error in findings subscription, reconnecting in 5 seconds...")
-            await asyncio.sleep(5)
-
-
-@app.api_route("/healthz", methods=["GET", "HEAD"])
-async def healthcheck():
-    """Health check endpoint for Docker healthcheck."""
-    return {"status": "healthy"}
diff --git a/projects/velociraptor_connector/README.md b/projects/velociraptor_connector/README.md
new file mode 100644
index 0000000..dcdd722
--- /dev/null
+++ b/projects/velociraptor_connector/README.md
@@ -0,0 +1,22 @@
+# Velociraptor Nemesis Connector
+
+## Velociraptor Server Event Script
+
+The `velociraptor_server_nemesis_connector.yaml` script can be [installed as a Velociraptor Server Artifact](https://docs.velociraptor.app/docs/server_automation/server_monitoring/).
+
+### Installation
+
+Simply replace the following variables at the top of the Yaml file:
+- **NemesisURL** - Your Nemesis URL, reachable from the Velociraptor server (i.e., https://nemesis:7443)
+- **NemesisUsername** - Your Nemesis username
+- **NemesisPassword** - Your Nemesis password
+- **Project** - i.e., "INVESTIGATION-123"
+- **MaxSize** - optional, maximum file size (in bytes), default of 100MB
+
+Then Click "View Artifacts" on the left of the Velociraptor GUI, click the + to "Add an Artifact" and paste the Yaml in:
+
+![Add an Artifact](images/velociraptor-server-add-artifact.png)
+
+Then click "Server Events" on the left, click "Select Artifact" and select **Server.Monitor.NemesisUploadForwarder**. Details on files synchronized to Nemesis will be displayed, along with an error message if the configuration was not performed correctly.
+
+![NemesisUploadForwarder](images/velociraptor-server-nemesisuploadforwarder.png)
diff --git a/projects/velociraptor_connector/images/velociraptor-server-add-artifact.png b/projects/velociraptor_connector/images/velociraptor-server-add-artifact.png
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diff --git a/projects/velociraptor_connector/velociraptor_server_nemesis_connector.yaml b/projects/velociraptor_connector/velociraptor_server_nemesis_connector.yaml
new file mode 100644
index 0000000..e04cfe9
--- /dev/null
+++ b/projects/velociraptor_connector/velociraptor_server_nemesis_connector.yaml
@@ -0,0 +1,89 @@
+name: Server.Monitor.NemesisUploadForwarder
+description: |
+  This monitoring artifact watches for completed file uploads from clients
+  and automatically forwards them to a Nemesis server using HTTP POST.
+  
+type: SERVER_EVENT
+
+sources:
+  - query: |
+      -- Configuration - MUST BE CONFIGURED BEFORE USE
+      LET NemesisURL = "CONFIGURE_ME_NEMESIS_URL"  -- Replace with your Nemesis URL, i.e., "https://nemesis:7443"
+      LET NemesisUsername = "CONFIGURE_ME_USERNAME"  -- Replace with your Nemesis username
+      LET NemesisPassword = "CONFIGURE_ME_PASSWORD"  -- Replace with your Nemesis password
+      LET Project = "CONFIGURE_ME_PROJECT"  -- Replace with your project name, i.e., "INVESTIGATION-123"
+      LET AgentID = "velociraptor_server"
+      LET MaxSize = 100000000  -- Maximum file size in bytes (default: 100 MB)
+      
+      -- Check if configuration is complete
+      LET IsConfigured = NOT (NemesisURL =~ "CONFIGURE_ME" OR NemesisUsername =~ "CONFIGURE_ME" OR NemesisPassword =~ "CONFIGURE_ME" OR Project =~ "CONFIGURE_ME")
+      
+      LET AuthHeader = "Basic " + base64encode(string=NemesisUsername + ":" + NemesisPassword)
+      
+      -- Main query that watches for uploads and forwards them
+      SELECT * FROM if(
+        condition=IsConfigured,
+        then={
+          SELECT * FROM foreach(
+            row={
+              SELECT 
+                ClientId,
+                VFSPath,  
+                file_store(path=VFSPath) as HostFilePath,
+                UploadName,
+                Size,
+                timestamp(epoch=now()) as Timestamp
+              FROM watch_monitoring(artifact="System.Upload.Completion")
+              WHERE Size <= MaxSize
+            },
+            query={
+              SELECT 
+                ClientId,
+                UploadName,
+                Size,
+                Response as HTTPStatus,
+                Content as HTTPResponse,
+                if(condition=Response=~"^20[0-9]$", 
+                   then="✅ Successfully forwarded to Nemesis",
+                   else="❌ Failed to forward to Nemesis") as Status
+              FROM http_client(
+                url=NemesisURL + "/api/files",
+                method="POST",
+                skip_verify=TRUE,
+                headers=dict(Authorization=AuthHeader),
+                files=[
+                  dict(
+                    file=split(string=file_store(path=VFSPath), sep="/")[-1] || "unknown_file",
+                    key="file",
+                    path=file_store(path=VFSPath),
+                    accessor="file"
+                  )
+                ],
+                params=dict(
+                  metadata=serialize(
+                    format="json", 
+                    item=dict(
+                      agent_id=AgentID,
+                      source=ClientId,
+                      path=UploadName,
+                      project=Project,
+                      timestamp=timestamp(epoch=now()),
+                      expiration=timestamp(epoch=now() + 365 * 86400)
+                    )
+                  )
+                )
+              )
+            }
+          )
+        },
+        else={
+          SELECT 
+            "ERROR" as Status,
+            "CONFIGURATION REQUIRED" as ClientId,
+            "Please configure NemesisURL, NemesisUsername, NemesisPassword, and Project before using this artifact" as UploadName,
+            NemesisURL as HTTPStatus,
+            format(format="Current values: URL=%s, Username=%s, Password=%s, Project=%s", 
+                   args=[NemesisURL, NemesisUsername, NemesisPassword, Project]) as HTTPResponse
+          FROM scope()
+        }
+      )
\ No newline at end of file
diff --git a/projects/web_api/Dockerfile b/projects/web_api/Dockerfile
index fd48d72..98b770b 100644
--- a/projects/web_api/Dockerfile
+++ b/projects/web_api/Dockerfile
@@ -3,6 +3,26 @@ ARG PYTHON_BASE_DEV_IMAGE=nemesis-python-base-dev
 ARG PYTHON_BASE_PROD_IMAGE=nemesis-python-base-prod
 FROM ${PYTHON_BASE_DEV_IMAGE} AS base
 
+# Install dependencies in a single RUN command to reduce layers
+# Added build-essential and other build dependencies for pytsk3
+RUN apt-get update && \
+    apt-get install -y --no-install-recommends \
+        curl \
+        libpq-dev \
+        libtsk-dev \
+        postgresql-client \
+        build-essential \
+        gcc \
+        g++ \
+        make \
+        autoconf \
+        automake \
+        libtool \
+        pkg-config \
+        python3-dev && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
 # If dependencies change, re-copy all the dependencies
 # In the future we can be more efficient with this an only copy the lib folders
 # that this project uses
@@ -31,7 +51,7 @@ ENV LOG_LEVEL=DEBUG
 
 ENV UVICORN_HOST="0.0.0.0"
 ENV UVICORN_PORT=8000
-ENV UVICORN_WORKERS=1
+ENV UVICORN_WORKERS=2
 ENV UVICORN_RELOAD_DIR="/src/"
 
 ENTRYPOINT ["/bin/sh", "-c", " \
@@ -52,15 +72,21 @@ COPY --from=base /src /src
 WORKDIR /src/projects/web_api
 RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
 
-# FROM nemesis-python-base-prod AS prod
 FROM ${PYTHON_BASE_PROD_IMAGE} AS prod
-COPY --from=bundle /venv /venv
 
+RUN apt-get update && \
+    apt-get install -y \
+       libpq5 \
+         && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+COPY --from=bundle /venv /venv
 
 # Uvicorn production settings
 ENV UVICORN_HOST=0.0.0.0 \
     UVICORN_PORT=8000 \
-    UVICORN_WORKERS=1 \
+    UVICORN_WORKERS=4 \
     UVICORN_PROXY_HEADERS=1 \
     UVICORN_ACCESS_LOG=false
 
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 60cc5d9..153cd36 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -14,103 +14,103 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.12.14"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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+    {file = "aiohttp-3.12.14.tar.gz", hash = "sha256:6e06e120e34d93100de448fd941522e11dafa78ef1a893c179901b7d66aa29f2"},
 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -122,18 +122,19 @@ speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "annotated-types"
@@ -149,14 +150,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
+version = "4.9.0"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "anyio-4.8.0.tar.gz", hash = "sha256:1d9fe889df5212298c0c0723fa20479d1b94883a2df44bd3897aa91083316f7a"},
+    {file = "anyio-4.9.0-py3-none-any.whl", hash = "sha256:9f76d541cad6e36af7beb62e978876f3b41e3e04f2c1fbf0884604c0a9c4d93c"},
+    {file = "anyio-4.9.0.tar.gz", hash = "sha256:673c0c244e15788651a4ff38710fea9675823028a6f08a5eda409e0c9840a028"},
 ]
 
 [package.dependencies]
@@ -165,31 +166,25 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
+doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
+test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
 name = "argon2-cffi"
-version = "23.1.0"
+version = "25.1.0"
 description = "Argon2 for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
-[package.extras]
-dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
-tests = ["hypothesis", "pytest"]
-typing = ["mypy"]
-
 [[package]]
 name = "argon2-cffi-bindings"
 version = "21.2.0"
@@ -294,34 +289,34 @@ test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.3.0"
 description = "Classes Without Boilerplate"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
 ]
 
 [package.extras]
 benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier (<24.7)"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
 [[package]]
 name = "certifi"
-version = "2025.1.31"
+version = "2025.7.14"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 groups = ["main"]
 files = [
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+    {file = "certifi-2025.7.14.tar.gz", hash = "sha256:8ea99dbdfaaf2ba2f9bac77b9249ef62ec5218e7c2b2e903378ed5fccf765995"},
 ]
 
 [[package]]
@@ -406,116 +401,116 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.1"
+version = "3.4.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.8"
+version = "8.2.1"
 description = "Composable command line interface toolkit"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
+    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
 ]
 
 [package.dependencies]
@@ -575,6 +570,23 @@ protobuf = ">=4.22"
 python-dateutil = ">=2.8.1"
 typing-extensions = ">=4.4.0"
 
+[[package]]
+name = "dapr-ext-fastapi"
+version = "1.15.0"
+description = "The official release of Dapr FastAPI extension."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
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+]
+
+[package.dependencies]
+dapr = ">=1.15.0"
+fastapi = ">=0.60.1"
+uvicorn = ">=0.11.6"
+
 [[package]]
 name = "dnspython"
 version = "2.7.0"
@@ -614,14 +626,14 @@ idna = ">=2.0.0"
 
 [[package]]
 name = "fastapi"
-version = "0.115.10"
+version = "0.115.14"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi-0.115.10-py3-none-any.whl", hash = "sha256:47346c5437e933e68909a835cf63890a9bd52fb6091b2499b996c08a01ca43a5"},
-    {file = "fastapi-0.115.10.tar.gz", hash = "sha256:920cdc95c1c6ca073656deae80ad254512d131031c2d7759c87ae469572911ee"},
+    {file = "fastapi-0.115.14-py3-none-any.whl", hash = "sha256:6c0c8bf9420bd58f565e585036d971872472b4f7d3f6c73b698e10cffdefb3ca"},
+    {file = "fastapi-0.115.14.tar.gz", hash = "sha256:b1de15cdc1c499a4da47914db35d0e4ef8f1ce62b624e94e0e5824421df99739"},
 ]
 
 [package.dependencies]
@@ -647,18 +659,44 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
 [[package]]
 name = "fastapi-cli"
-version = "0.0.7"
+version = "0.0.8"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "fastapi_cli-0.0.8-py3-none-any.whl", hash = "sha256:0ea95d882c85b9219a75a65ab27e8da17dac02873e456850fa0a726e96e985eb"},
+    {file = "fastapi_cli-0.0.8.tar.gz", hash = "sha256:2360f2989b1ab4a3d7fc8b3a0b20e8288680d8af2e31de7c38309934d7f8a0ee"},
 ]
 
 [package.dependencies]
-rich-toolkit = ">=0.11.1"
+fastapi-cloud-cli = {version = ">=0.1.1", optional = true, markers = "extra == \"standard\""}
+rich-toolkit = ">=0.14.8"
+typer = ">=0.15.1"
+uvicorn = {version = ">=0.15.0", extras = ["standard"]}
+
+[package.extras]
+standard = ["fastapi-cloud-cli (>=0.1.1)", "uvicorn[standard] (>=0.15.0)"]
+standard-no-fastapi-cloud-cli = ["uvicorn[standard] (>=0.15.0)"]
+
+[[package]]
+name = "fastapi-cloud-cli"
+version = "0.1.4"
+description = "Deploy and manage FastAPI Cloud apps from the command line 🚀"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "fastapi_cloud_cli-0.1.4-py3-none-any.whl", hash = "sha256:1db1ba757aa46a16a5e5dacf7cddc137ca0a3c42f65dba2b1cc6a8f24c41be42"},
+    {file = "fastapi_cloud_cli-0.1.4.tar.gz", hash = "sha256:a0ab7633d71d864b4041896b3fe2f462de61546db7c52eb13e963f4d40af0eba"},
+]
+
+[package.dependencies]
+httpx = ">=0.27.0"
+pydantic = {version = ">=1.6.1", extras = ["email"]}
+rich-toolkit = ">=0.14.5"
+rignore = ">=0.5.1"
+sentry-sdk = ">=2.20.0"
 typer = ">=0.12.3"
 uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 
@@ -667,104 +705,116 @@ standard = ["uvicorn[standard] (>=0.15.0)"]
 
 [[package]]
 name = "frozenlist"
-version = "1.5.0"
+version = "1.7.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [[package]]
@@ -787,88 +837,84 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
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 [[package]]
 name = "pydantic-extra-types"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 typing-extensions = "*"
 
 [package.extras]
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 pycountry = ["pycountry (>=23)"]
 python-ulid = ["python-ulid (>=1,<2)", "python-ulid (>=1,<4)"]
 semver = ["semver (>=3.0.2)"]
 
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 [package.dependencies]
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 python-dotenv = ">=0.21.0"
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 [package.extras]
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 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
 [[package]]
 name = "pygments"
-version = "2.19.1"
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 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
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 [package.extras]
@@ -1740,14 +1850,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
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+version = "1.1.1"
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-python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -1765,6 +1875,17 @@ files = [
     {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
 ]
 
+[[package]]
+name = "pytsk3"
+version = "20250312"
+description = "Python bindings for the SleuthKit"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "pytsk3-20250312.tar.gz", hash = "sha256:bb47d4aa5976adbc8d4350bed719b771c548139bc8efe761e1d081aa99074c1b"},
+]
+
 [[package]]
 name = "pyyaml"
 version = "6.0.2"
@@ -1830,19 +1951,19 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.4"
 description = "Python HTTP for Humans."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
-    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
+    {file = "requests-2.32.4-py3-none-any.whl", hash = "sha256:27babd3cda2a6d50b30443204ee89830707d396671944c998b5975b031ac2b2c"},
+    {file = "requests-2.32.4.tar.gz", hash = "sha256:27d0316682c8a29834d3264820024b62a36942083d52caf2f14c0591336d3422"},
 ]
 
 [package.dependencies]
 certifi = ">=2017.4.17"
-charset-normalizer = ">=2,<4"
+charset_normalizer = ">=2,<4"
 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
@@ -1852,14 +1973,14 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rich"
-version = "13.9.4"
+version = "14.0.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
 files = [
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-    {file = "rich-13.9.4.tar.gz", hash = "sha256:439594978a49a09530cff7ebc4b5c7103ef57baf48d5ea3184f21d9a2befa098"},
+    {file = "rich-14.0.0-py3-none-any.whl", hash = "sha256:1c9491e1951aac09caffd42f448ee3d04e58923ffe14993f6e83068dc395d7e0"},
+    {file = "rich-14.0.0.tar.gz", hash = "sha256:82f1bc23a6a21ebca4ae0c45af9bdbc492ed20231dcb63f297d6d1021a9d5725"},
 ]
 
 [package.dependencies]
@@ -1871,14 +1992,14 @@ jupyter = ["ipywidgets (>=7.5.1,<9)"]
 
 [[package]]
 name = "rich-toolkit"
-version = "0.13.2"
+version = "0.14.8"
 description = "Rich toolkit for building command-line applications"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "rich_toolkit-0.14.8-py3-none-any.whl", hash = "sha256:c54bda82b93145a79bbae04c3e15352e6711787c470728ff41fdfa0c2f0c11ae"},
+    {file = "rich_toolkit-0.14.8.tar.gz", hash = "sha256:1f77b32e6c25d9e3644c1efbce00d8d90daf2457b3abdb4699e263c03b9ca6cf"},
 ]
 
 [package.dependencies]
@@ -1886,6 +2007,192 @@ click = ">=8.1.7"
 rich = ">=13.7.1"
 typing-extensions = ">=4.12.2"
 
+[[package]]
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+version = "0.6.2"
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 [[package]]
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+version = "0.34.3"
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 python-versions = ">=3.9"
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 [[package]]
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 [package.dependencies]
@@ -2301,181 +2708,203 @@ anyio = ">=3.0.0"
 
 [[package]]
 name = "websockets"
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 description = "An implementation of the WebSocket Protocol (RFC 6455 & 7692)"
 optional = false
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 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "f5cae9d4b24e9ac2e02e12b00aa767a85b9ebb51934d488c07c23b955db06e9d"
+content-hash = "b60d6c4f8186c6ed8b196affc1d1cc61dcbc27afd32b83db68879db2f715ce3c"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index d0a57b9..87b5e4c 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -18,76 +18,13 @@ common = { path = "../../libs/common", develop = true }
 tomli = "^2.2.1"
 asyncpg = "^0.30.0"
 requests = "^2.32.3"
+dapr-ext-fastapi = "^1.15.0"
+psycopg = {extras = ["pool"], version = "^3.2.9"}
+pytsk3 = "^20250312"
+watchdog = "^6.0.0"
+pyyaml = "^6.0.2"
 
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
 
-[tool.ruff]
-select = [
-    "E",      # pycodestyle errors
-    "W",      # pycodestyle warnings
-    "F",      # pyflakes
-    "I",      # isort
-    "C",      # flake8-comprehensions
-    "B",      # flake8-bugbear
-    "UP",     # pyupgrade
-    "NPY",    # numpydoc
-    "A",      # flake8-annotations
-    "TCH001", # Move application-only imports into TYPE_CHECKING block
-    "TCH002", # Move third-party imports into TYPE_CHECKING block
-    "TCH003", # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
-
-exclude = [
-    ".bzr",
-    ".direnv",
-    ".eggs",
-    ".git",
-    ".git-rewrite",
-    ".hg",
-    ".mypy_cache",
-    ".nox",
-    ".pants.d",
-    ".pytype",
-    ".ruff_cache",
-    ".svn",
-    ".tox",
-    ".venv",
-    "__pypackages__",
-    "_build",
-    "buck-out",
-    "build",
-    "dist",
-    "node_modules",
-    "venv",
-]
-
-line-length = 120
-indent-width = 4
-target-version = "py312"
-
-[tool.ruff.lint]
-fixable = ["ALL"]
-unfixable = ["B"]
-
-dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
-extend-select = [
-    "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
-]
-
-[tool.ruff.format]
-quote-style = "double"
-indent-style = "space"
-skip-magic-trailing-comma = false
-line-ending = "auto"
diff --git a/projects/web_api/web_api/container_monitor.py b/projects/web_api/web_api/container_monitor.py
new file mode 100644
index 0000000..f7169a2
--- /dev/null
+++ b/projects/web_api/web_api/container_monitor.py
@@ -0,0 +1,510 @@
+import asyncio
+import os
+import shutil
+import threading
+import time
+import uuid
+import zipfile
+from pathlib import Path
+from queue import Queue
+from typing import Optional, Dict, Any
+from watchdog.events import FileSystemEventHandler
+from watchdog.observers import Observer
+
+import pytsk3
+import structlog
+import yaml
+
+from web_api.large_containers import LargeContainerProcessor
+
+logger = structlog.get_logger(module=__name__)
+
+MOUNTED_CONTAINER_PATH = os.getenv("MOUNTED_CONTAINER_PATH", "/mounted-containers")
+COMPLETED_FOLDER = "completed"
+
+
+def is_container_file(file_path: Path) -> bool:
+    """
+    Check if a file is a container that can be processed.
+    Returns True for ZIP files and formats that can be processed by pytsk3.
+    """
+    if not file_path.is_file():
+        return False
+    
+    filename_lower = file_path.name.lower()
+    
+    # Check ZIP files by extension first
+    if filename_lower.endswith('.zip'):
+        try:
+            return zipfile.is_zipfile(file_path)
+        except Exception:
+            return False
+    
+    # Check disk images by extension - all formats supported by Sleuth Kit
+    disk_image_extensions = (
+        # Raw disk images
+        '.dd', '.raw', '.img', '.image', '.bin', '.dmg',
+        # Forensic formats
+        '.e01', '.ex01', '.l01', '.lx01', '.ewf', '.s01'
+    )
+    
+    if any(filename_lower.endswith(ext) for ext in disk_image_extensions):
+        return True
+    
+    # For unknown extensions, check if it's a ZIP file
+    try:
+        if zipfile.is_zipfile(file_path):
+            return True
+    except Exception:
+        pass
+    
+    return False
+
+
+def find_config_file(start_path: Path, root_path: Path) -> Optional[Path]:
+    """
+    Find config.yaml or settings.yaml (or .yml) starting from start_path
+    and searching upward until root_path.
+
+    Config format:
+
+        metadata:
+            agent_id: agent123
+            project: example
+            source: server1
+        file_filters:
+            pattern_type: regex # default of regex
+            include:
+                - "^(?:[A-Za-z]://|/)?[Ww]indows/[Ss]ystem32/config/"
+            exclude:
+                - "^(?:[A-Za-z]://|/)?[Ww]indows/"
+                - "^(?:[A-Za-z]://|/)?[Pp]rogram [Ff]iles/"
+                - "^(?:[A-Za-z]://|/)?[Pp]rogram [Ff]iles \\(x86\\)/"
+
+    """
+    current_path = start_path
+    config_names = ['config.yaml', 'config.yml', 'settings.yaml', 'settings.yml']
+    
+    while True:
+        # Check each possible config file name in the current directory
+        for config_name in config_names:
+            config_file = current_path / config_name
+            if config_file.exists() and config_file.is_file():
+                logger.info(f"Found config file: {config_file}")
+                return config_file
+        
+        # Move up one directory
+        parent = current_path.parent
+        
+        # Stop if we've reached the root path or can't go up further
+        if current_path == root_path or current_path == parent:
+            break
+            
+        current_path = parent
+    
+    logger.info(f"No config file found from {start_path} up to {root_path}")
+    return None
+
+
+def wait_for_file_stability(file_path: Path, max_wait_seconds: int = (60*60), check_interval: float = 20.0) -> bool:
+    """
+    Wait for a file to be stable (not being written to) before processing.
+    
+    Args:
+        file_path: Path to the file to monitor
+        max_wait_seconds: Maximum time to wait in seconds (default 5 minutes)
+        check_interval: How often to check file stability in seconds
+    
+    Returns:
+        True if file is stable, False if timeout occurred
+    """
+    if not file_path.exists():
+        logger.warning(f"File does not exist: {file_path}")
+        return False
+    
+    logger.info(f"Waiting for file stability: {file_path}")
+    
+    start_time = time.time()
+    last_size = -1
+    last_mtime = -1
+    stable_checks = 0
+    required_stable_checks = max(3, int(60 / check_interval))  # At least 3 checks, or 60 seconds worth
+    
+    while time.time() - start_time < max_wait_seconds:
+        try:
+            stat = file_path.stat()
+            current_size = stat.st_size
+            current_mtime = stat.st_mtime
+            
+            # Check if file size and modification time haven't changed
+            if current_size == last_size and current_mtime == last_mtime:
+                stable_checks += 1
+                if stable_checks >= required_stable_checks:
+                    logger.info(f"File is stable after {time.time() - start_time:.1f}s: {file_path}")
+                    return True
+            else:
+                # File changed, reset counter
+                stable_checks = 0
+                last_size = current_size
+                last_mtime = current_mtime
+                logger.debug(f"File still changing - size: {current_size}, mtime: {current_mtime}")
+            
+            time.sleep(check_interval)
+            
+        except Exception as e:
+            logger.warning(f"Error checking file stability for {file_path}: {e}")
+            time.sleep(check_interval)
+    
+    logger.warning(f"File stability timeout after {max_wait_seconds}s: {file_path}")
+    return False
+
+
+def parse_config_file(config_path: Optional[Path], container_file: Path) -> Dict[str, Any]:
+    """
+    Parse config file and return metadata with defaults.
+    """
+    metadata = {
+        "agent_id": "mounted_container",
+        "project": "unknown", 
+        "source": container_file.stem,  # base filename without extension
+        "file_filters": None
+    }
+    
+    if not config_path:
+        return metadata
+    
+    try:
+        with open(config_path, 'r') as f:
+            config = yaml.safe_load(f)
+        
+        if not config:
+            return metadata
+        
+        # Extract metadata section
+        if 'metadata' in config:
+            meta_section = config['metadata']
+            if 'agent_id' in meta_section:
+                metadata['agent_id'] = meta_section['agent_id']
+            if 'project' in meta_section:
+                metadata['project'] = meta_section['project']
+            if 'source' in meta_section:
+                metadata['source'] = meta_section['source']
+        
+        # Extract file_filters section
+        if 'file_filters' in config:
+            filters = config['file_filters']
+            # Set default pattern_type to 'regex' if not specified
+            if 'pattern_type' not in filters:
+                filters['pattern_type'] = 'regex'
+            metadata['file_filters'] = filters
+        
+        logger.info(f"Parsed config from {config_path}", metadata=metadata)
+        
+    except Exception as e:
+        logger.warning(f"Error parsing config file {config_path}: {e}")
+    
+    return metadata
+
+
+class ContainerFileHandler(FileSystemEventHandler):
+    """Handler for container file events in the monitored directory"""
+    
+    def __init__(self, container_queue: Queue, root_path: Path):
+        self.container_queue = container_queue
+        self.root_path = root_path
+        self.completed_path = root_path / COMPLETED_FOLDER
+    
+    def _should_ignore_path(self, file_path: Path) -> bool:
+        """Check if a path should be ignored (e.g., in completed folder)"""
+        try:
+            # Check if the file is in the completed folder
+            file_path.resolve().relative_to(self.completed_path.resolve())
+            return True
+        except ValueError:
+            # File is not in completed folder
+            return False
+    
+    def on_created(self, event):
+        """Called when a file is created"""
+        if not event.is_directory:
+            self._handle_file(Path(event.src_path))
+    
+    def on_moved(self, event):
+        """Called when a file is moved into the monitored directory"""
+        if not event.is_directory:
+            self._handle_file(Path(event.dest_path))
+    
+    def _handle_file(self, file_path: Path):
+        """Handle a new or moved file"""
+        try:
+            # Ignore files in completed folder
+            if self._should_ignore_path(file_path):
+                logger.debug(f"Ignoring file in completed folder: {file_path}")
+                return
+            
+            # Small delay to let file creation settle
+            time.sleep(0.5)
+            
+            # Check if file still exists (could have been moved/deleted quickly)
+            if not file_path.exists():
+                logger.debug(f"File no longer exists, ignoring: {file_path}")
+                return
+            
+            # Check if it's a container file
+            if is_container_file(file_path):
+                logger.info(f"New container file detected: {file_path}")
+                
+                # Find config file
+                config_path = find_config_file(file_path.parent, self.root_path)
+                
+                # Parse config and create metadata
+                metadata = parse_config_file(config_path, file_path)
+                
+                # Add to processing queue
+                self.container_queue.put({
+                    'file_path': file_path,
+                    'metadata': metadata
+                })
+            else:
+                logger.debug(f"Non-container file ignored: {file_path}")
+                
+        except Exception as e:
+            logger.exception(f"Error handling file {file_path}: {e}")
+
+
+class ContainerMonitor:
+    """Monitor for container files with background processing"""
+    
+    def __init__(self):
+        self.mounted_path = Path(MOUNTED_CONTAINER_PATH)
+        self.completed_path = self.mounted_path / COMPLETED_FOLDER
+        self.container_queue = Queue()
+        self.processor = LargeContainerProcessor()
+        self.observer = None
+        self.processing_thread = None
+        self.running = False
+        
+        # Ensure completed directory exists
+        self.completed_path.mkdir(exist_ok=True)
+    
+    def _move_to_completed(self, file_path: Path):
+        """Move a container file to the completed folder"""
+        try:
+            # Create completed folder if it doesn't exist
+            self.completed_path.mkdir(exist_ok=True)
+            
+            # Calculate destination path
+            dest_path = self.completed_path / file_path.name
+            
+            # Handle name conflicts by adding a counter
+            counter = 1
+            while dest_path.exists():
+                stem = file_path.stem
+                suffix = file_path.suffix
+                dest_path = self.completed_path / f"{stem}_{counter}{suffix}"
+                counter += 1
+            
+            # Move the file
+            shutil.move(str(file_path), str(dest_path))
+            logger.info(f"Moved completed container to: {dest_path}")
+            
+        except Exception as e:
+            logger.error(f"Error moving file {file_path} to completed folder: {e}")
+    
+    def _process_containers(self):
+        """Background thread function to process containers one at a time"""
+        logger.info("Container processing thread started")
+        
+        while self.running:
+            try:
+                # Get next container from queue (blocking with timeout)
+                try:
+                    container_info = self.container_queue.get(timeout=1.0)
+                except:
+                    continue  # Timeout, check if still running
+                
+                file_path = container_info['file_path']
+                metadata = container_info['metadata']
+                
+                logger.info(f"Processing container: {file_path}")
+                
+                try:
+                    # Wait for file to be stable before processing
+                    if not wait_for_file_stability(file_path):
+                        logger.error(f"File stability timeout, skipping: {file_path}")
+                        continue
+                    
+                    # Generate container ID
+                    container_id = str(uuid.uuid4())
+                    
+                    # Add file information to metadata
+                    file_stats = file_path.stat()
+                    processing_metadata = metadata.copy()
+                    processing_metadata.update({
+                        "filename": file_path.name,
+                        "path": str(file_path),
+                        "content_type": "application/octet-stream",
+                        "size": file_stats.st_size,
+                        "source_type": "mounted_monitor"
+                    })
+                    
+                    # Process the container
+                    result = self.processor.process_container_from_path(
+                        container_id, file_path, processing_metadata
+                    )
+                    
+                    logger.info(
+                        f"Container processing completed: {file_path}",
+                        container_id=container_id,
+                        result=result
+                    )
+                    
+                    # Move file to completed folder
+                    self._move_to_completed(file_path)
+                    
+                except Exception as e:
+                    logger.exception(f"Error processing container {file_path}: {e}")
+                
+                finally:
+                    self.container_queue.task_done()
+                    
+            except Exception as e:
+                logger.exception(f"Unexpected error in container processing thread: {e}")
+        
+        logger.info("Container processing thread stopped")
+    
+    def _scan_existing_files(self):
+        """Scan for existing container files on startup"""
+        try:
+            logger.info(f"Scanning for existing container files in: {self.mounted_path}")
+            
+            for file_path in self.mounted_path.rglob("*"):
+                # Skip files in completed folder
+                if self.completed_path in file_path.parents or file_path == self.completed_path:
+                    continue
+                
+                # Check if it's a container file
+                if is_container_file(file_path):
+                    logger.info(f"Found existing container file: {file_path}")
+                    
+                    # Find config file
+                    config_path = find_config_file(file_path.parent, self.mounted_path)
+                    
+                    # Parse config and create metadata
+                    metadata = parse_config_file(config_path, file_path)
+                    
+                    # Add to processing queue
+                    self.container_queue.put({
+                        'file_path': file_path,
+                        'metadata': metadata
+                    })
+                    
+        except Exception as e:
+            logger.exception(f"Error scanning existing files: {e}")
+    
+    def start(self):
+        """Start the container monitor"""
+        if self.running:
+            logger.warning("Container monitor is already running")
+            return
+        
+        try:
+            # Validate mounted path exists
+            if not self.mounted_path.exists():
+                logger.error(f"Mounted container path does not exist: {self.mounted_path}")
+                return
+            
+            logger.info(f"Starting container monitor for: {self.mounted_path}")
+            
+            self.running = True
+            
+            # Start processing thread
+            self.processing_thread = threading.Thread(
+                target=self._process_containers,
+                daemon=True,
+                name="ContainerProcessor"
+            )
+            self.processing_thread.start()
+            
+            # Scan for existing files
+            self._scan_existing_files()
+            
+            # Set up file system watcher
+            event_handler = ContainerFileHandler(self.container_queue, self.mounted_path)
+            self.observer = Observer()
+            self.observer.schedule(event_handler, str(self.mounted_path), recursive=True)
+            
+            # Start monitoring
+            self.observer.start()
+            logger.info("Container file monitoring started")
+            
+        except Exception as e:
+            logger.exception(f"Error starting container monitor: {e}")
+            self.stop()
+    
+    def stop(self):
+        """Stop the container monitor"""
+        if not self.running:
+            return
+        
+        logger.info("Stopping container monitor...")
+        self.running = False
+        
+        # Stop file system observer
+        if self.observer:
+            self.observer.stop()
+            self.observer.join()
+            self.observer = None
+        
+        # Wait for processing thread to finish
+        if self.processing_thread and self.processing_thread.is_alive():
+            logger.info("Waiting for container processing to complete...")
+            self.processing_thread.join(timeout=30)  # Wait up to 30 seconds
+            if self.processing_thread.is_alive():
+                logger.warning("Container processing thread did not stop cleanly")
+        
+        logger.info("Container monitor stopped")
+    
+    def get_status(self) -> Dict[str, Any]:
+        """Get monitor status information"""
+        return {
+            "running": self.running,
+            "mounted_path": str(self.mounted_path),
+            "completed_path": str(self.completed_path),
+            "queue_size": self.container_queue.qsize(),
+            "processing_thread_alive": self.processing_thread.is_alive() if self.processing_thread else False
+        }
+
+
+# Global monitor instance
+_monitor_instance: Optional[ContainerMonitor] = None
+
+
+def get_monitor() -> ContainerMonitor:
+    """Get the global monitor instance"""
+    global _monitor_instance
+    if _monitor_instance is None:
+        _monitor_instance = ContainerMonitor()
+    return _monitor_instance
+
+
+async def start_monitor():
+    """Start the container monitor asynchronously"""
+    def _start():
+        monitor = get_monitor()
+        monitor.start()
+    
+    # Run in thread pool to avoid blocking
+    loop = asyncio.get_event_loop()
+    await loop.run_in_executor(None, _start)
+
+
+async def stop_monitor():
+    """Stop the container monitor asynchronously"""
+    def _stop():
+        monitor = get_monitor()
+        monitor.stop()
+    
+    # Run in thread pool to avoid blocking
+    loop = asyncio.get_event_loop()
+    await loop.run_in_executor(None, _stop)
\ No newline at end of file
diff --git a/projects/web_api/web_api/large_containers.py b/projects/web_api/web_api/large_containers.py
new file mode 100644
index 0000000..9a22dab
--- /dev/null
+++ b/projects/web_api/web_api/large_containers.py
@@ -0,0 +1,932 @@
+import json
+import os
+import re
+import zipfile
+import tempfile
+from pathlib import Path
+from datetime import datetime, timezone, timedelta
+from typing import Any, Dict, List, Optional
+
+import pytsk3
+import structlog
+from common.models import File as FileModel
+from common.models2.api import FileFilters
+from common.storage import StorageMinio
+from dapr.clients import DaprClient
+from fastapi import HTTPException, UploadFile
+import psycopg
+
+logger = structlog.get_logger(module=__name__)
+
+# Dapr state store name for container processing
+DAPR_STORE_NAME = "container_processing"
+
+MOUNTED_CONTAINER_PATH = os.getenv("MOUNTED_CONTAINER_PATH", "/mounted-containers/")
+DEFAULT_EXPIRATION_DAYS = int(os.getenv("DEFAULT_EXPIRATION_DAYS", 100))
+
+class ContainerStatus:
+    """Container processing status enumeration"""
+    SUBMITTED = "submitted"
+    PROCESSING = "processing"
+    EXTRACTING = "extracting"
+    EXTRACTED = "extracted"
+    WORKFLOWS_COMPLETE = "workflows_complete"
+    FAILED = "failed"
+
+
+class ContainerType:
+    """Supported container types"""
+    ZIP = "zip"
+    DD_IMAGE = "dd_image"
+
+
+class ContainerProgress:
+    """In-memory progress tracking for container processing"""
+
+    def __init__(self):
+        self._progress: Dict[str, Dict[str, Any]] = {}
+
+    def initialize(self, container_id: str, total_files: int, total_bytes: int):
+        """Initialize progress tracking for a container"""
+        self._progress[container_id] = {
+            "total_files": total_files,
+            "total_bytes": total_bytes,
+            "processed_files": 0,
+            "processed_bytes": 0,
+            "current_file": None,
+            "started_at": datetime.now()
+        }
+
+    def update_file_progress(self, container_id: str, filename: str, file_size: int):
+        """Update progress for a processed file"""
+        if container_id in self._progress:
+            progress = self._progress[container_id]
+            progress["processed_files"] += 1
+            progress["processed_bytes"] += file_size
+            progress["current_file"] = filename
+
+    def get_progress(self, container_id: str) -> Optional[Dict[str, Any]]:
+        """Get current progress for a container"""
+        return self._progress.get(container_id)
+
+    def cleanup(self, container_id: str):
+        """Clean up progress tracking for completed container"""
+        self._progress.pop(container_id, None)
+
+    def get_container_info(self, container_id: str) -> Optional[Dict[str, Any]]:
+        """Get container info including originating container ID"""
+        return self._progress.get(container_id, {}).get("container_info")
+
+    def set_container_info(self, container_id: str, container_info: Dict[str, Any]):
+        """Set container info for tracking"""
+        if container_id in self._progress:
+            self._progress[container_id]["container_info"] = container_info
+
+class BaseContainerExtractor:
+    """Base class for container extractors"""
+
+    def __init__(self, storage: StorageMinio, dapr_client: DaprClient, progress_tracker: ContainerProgress):
+        self.storage = storage
+        self.dapr_client = dapr_client
+        self.progress_tracker = progress_tracker
+        self.container_id = None
+        self.file_metadata = None
+        self.file_filter = None
+        self.filter_stats = {
+            "files_processed": 0,
+            "files_skipped_by_filter": 0,
+            "files_skipped_by_error": 0
+        }
+
+    def set_container_info(self, container_id: str, file_metadata: Dict[str, Any]):
+        """Set container processing information"""
+        self.container_id = container_id
+        self.file_metadata = file_metadata
+
+        # Handle timestamp - use current UTC time if not provided
+        if self.file_metadata.get("timestamp") is None:
+            current_utc = datetime.now(timezone.utc)
+            self.file_metadata["timestamp"] = current_utc.isoformat()
+
+        # Handle expiration - use timestamp + DEFAULT_EXPIRATION_DAYS if not provided
+        if self.file_metadata.get("expiration") is None:
+            expiration_dt = datetime.now(timezone.utc) + timedelta(days=DEFAULT_EXPIRATION_DAYS)
+            self.file_metadata["expiration"] = expiration_dt.isoformat()
+
+        # Initialize file filter if provided
+        filters = file_metadata.get("file_filters")
+        if filters:
+            if isinstance(filters, dict):
+                filters = FileFilters(**filters)
+            self.file_filter = FilePathFilter(filters)
+            
+            logger.info(
+                "File filters configured for container",
+                container_id=container_id,
+                filter_stats=self.file_filter.get_filter_stats()
+            )
+        else:
+            self.file_filter = FilePathFilter()  # No filters
+
+    def should_process_file(self, file_path: str) -> bool:
+        """Check if a file should be processed based on filters"""
+        should_include = self.file_filter.should_include_file(file_path)
+        
+        if not should_include:
+            self.filter_stats["files_skipped_by_filter"] += 1
+        #     logger.debug(
+        #         "File skipped by filter",
+        #         container_id=self.container_id,
+        #         file_path=file_path
+        #     )
+        # else:
+        #     logger.debug(
+        #         "File included by filter",
+        #         container_id=self.container_id,
+        #         file_path=file_path
+        #     )
+        
+        return should_include
+
+    def publish_file_message(self, temp_file_path: str, object_id: str, real_path: str):
+        """Publish file message to the message bus"""
+        file_message = FileModel(
+            object_id=object_id,
+            agent_id=self.file_metadata["agent_id"],
+            project=self.file_metadata["project"],
+            source=self.file_metadata["source"],
+            timestamp=self.file_metadata["timestamp"],
+            expiration=self.file_metadata["expiration"],
+            path=real_path,
+            originating_object_id=self.file_metadata.get("originating_object_id"),
+            nesting_level=(self.file_metadata.get("nesting_level", 0) + 1),
+            originating_container_id=self.container_id,
+        )
+
+        data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
+        self.dapr_client.publish_event(
+            pubsub_name="pubsub",
+            topic_name="file",
+            data=data,
+            data_content_type="application/json",
+        )
+
+        # Update progress and stats
+        file_size = os.path.getsize(temp_file_path)
+        self.progress_tracker.update_file_progress(
+            self.container_id,
+            os.path.basename(real_path),
+            file_size
+        )
+        self.filter_stats["files_processed"] += 1
+
+        logger.info(
+            "Published file message for extracted file",
+            container_id=self.container_id,
+            object_id=object_id,
+            path=real_path
+        )
+
+    def get_processing_stats(self) -> dict:
+        """Get processing statistics including filter stats"""
+        return {
+            **self.filter_stats,
+            "filter_config": self.file_filter.get_filter_stats() if self.file_filter else {"filters_enabled": False}
+        }
+
+    def extract_and_process(self, container_file_path: Path) -> int:
+        """Extract container and process files sequentially. Returns number of files processed."""
+        raise NotImplementedError("Subclasses must implement extract_and_process")
+
+    def estimate_container_contents(self, container_file_path: Path) -> tuple[int, int]:
+        """Estimate number of files and total size. Returns (file_count, total_size)."""
+        raise NotImplementedError("Subclasses must implement estimate_container_contents")
+
+
+class FilePathFilter:
+    """Handles file path filtering with glob and regex patterns"""
+    
+    def __init__(self, filters: Optional[FileFilters] = None):
+        self.filters = filters
+        self.compiled_regex_include_patterns = []
+        self.compiled_regex_exclude_patterns = []
+        
+        if filters:
+            self._compile_regex_patterns()
+    
+    def _compile_regex_patterns(self):
+        """Pre-compile regex patterns for performance (only used when pattern_type is 'regex')"""
+        if not self.filters or self.filters.pattern_type != "regex":
+            return
+            
+        if self.filters.include:
+            self.compiled_regex_include_patterns = [
+                re.compile(pattern, re.IGNORECASE) for pattern in self.filters.include
+            ]
+        if self.filters.exclude:
+            self.compiled_regex_exclude_patterns = [
+                re.compile(pattern, re.IGNORECASE) for pattern in self.filters.exclude
+            ]
+    
+    def normalize_path(self, path: str) -> str:
+        """Normalize path separators and format for consistent matching"""
+        # Convert backslashes to forward slashes
+        normalized = path.replace('\\', '/')
+        
+        # Remove leading slash for consistency
+        if normalized.startswith('/'):
+            normalized = normalized[1:]
+            
+        return normalized
+    
+    def _matches_glob_pattern(self, normalized_path: str, pattern: str) -> bool:
+        """Check if path matches a glob pattern using glob.fnmatch.filter"""
+        return Path(normalized_path).match(pattern)
+    
+    def _matches_glob_patterns(self, normalized_path: str, patterns: List[str]) -> bool:
+        """Check if path matches any glob pattern in the list"""
+        for pattern in patterns:
+            if self._matches_glob_pattern(normalized_path, pattern):
+                return True
+        return False
+    
+    def _matches_regex_patterns(self, normalized_path: str, compiled_patterns: List[re.Pattern]) -> bool:
+        """Check if path matches any compiled regex pattern"""
+        for pattern in compiled_patterns:
+            if pattern.search(normalized_path):
+                return True
+        return False
+
+    def should_include_file(self, file_path: str) -> bool:
+        """
+        Determine if a file should be included based on include/exclude patterns.
+        
+        Logic based on which patterns are provided:
+        
+        1. No filters: Include everything
+        2. Only include patterns: Only include files matching include patterns (allowlist mode)
+        3. Only exclude patterns: Include everything except files matching exclude patterns (blocklist mode)  
+        4. Both include and exclude: Include everything, apply excludes, then re-include matches from include patterns (exception mode)
+        
+        This creates a natural hierarchy where include patterns act as exceptions to exclusions when both are present.
+        
+        Args:
+            file_path: The file path to check
+            
+        Returns:
+            bool: True if file should be included, False if it should be skipped
+        """
+        if not self.filters:
+            return True
+            
+        normalized_path = self.normalize_path(file_path)
+        
+        has_include_patterns = self.filters.include and len(self.filters.include) > 0
+        has_exclude_patterns = self.filters.exclude and len(self.filters.exclude) > 0
+        
+        # Check if file matches include patterns
+        include_match = False
+        if has_include_patterns:
+            if self.filters.pattern_type == "glob":
+                include_match = self._matches_glob_patterns(normalized_path, self.filters.include)
+            else:  # regex
+                include_match = self._matches_regex_patterns(normalized_path, self.compiled_regex_include_patterns)
+        
+        # Check if file matches exclude patterns
+        exclude_match = False
+        if has_exclude_patterns:
+            if self.filters.pattern_type == "glob":
+                exclude_match = self._matches_glob_patterns(normalized_path, self.filters.exclude)
+            else:  # regex
+                exclude_match = self._matches_regex_patterns(normalized_path, self.compiled_regex_exclude_patterns)
+        
+        # Apply logic based on which patterns are present
+        if has_include_patterns and has_exclude_patterns:
+            # Both present: include all, apply excludes, then re-include matches from include (exception mode)
+            if include_match:
+                return True  # Include pattern acts as exception to exclude
+            else:
+                return not exclude_match  # Normal exclude logic
+                
+        elif has_include_patterns and not has_exclude_patterns:
+            # Only include patterns: allowlist mode
+            return include_match
+            
+        elif has_exclude_patterns and not has_include_patterns:
+            # Only exclude patterns: blocklist mode  
+            return not exclude_match
+            
+        else:
+            # No patterns (shouldn't reach here due to early return, but for completeness)
+            return True
+
+
+    def get_filter_stats(self) -> dict:
+        """Get statistics about the configured filters"""
+        if not self.filters:
+            return {"filters_enabled": False}
+            
+        return {
+            "filters_enabled": True,
+            "pattern_type": self.filters.pattern_type,
+            "include_patterns_count": len(self.filters.include) if self.filters.include else 0,
+            "exclude_patterns_count": len(self.filters.exclude) if self.filters.exclude else 0,
+            "include_patterns": self.filters.include or [],
+            "exclude_patterns": self.filters.exclude or [],
+            "compiled_regex_include_count": len(self.compiled_regex_include_patterns),
+            "compiled_regex_exclude_count": len(self.compiled_regex_exclude_patterns)
+        }
+
+
+class ZipContainerExtractor(BaseContainerExtractor):
+    """ZIP file extractor that processes files sequentially with filtering"""
+
+    def estimate_container_contents(self, container_file_path: Path) -> tuple[int, int]:
+        """Estimate ZIP contents with filtering"""
+        try:
+            with zipfile.ZipFile(container_file_path, 'r') as zip_ref:
+                file_count = 0
+                total_size = 0
+                
+                for info in zip_ref.infolist():
+                    if info.is_dir():
+                        continue
+                    
+                    # Security checks (same as extraction)
+                    if info.filename.startswith('/') or '..' in info.filename:
+                        continue
+                    
+                    if len(os.path.basename(info.filename)) > 255:
+                        continue
+                    
+                    # Apply file filters
+                    if not self.should_process_file(info.filename):
+                        continue
+                    
+                    file_count += 1
+                    total_size += info.file_size
+                
+                return file_count, total_size
+        except Exception as e:
+            logger.warning(f"Error estimating ZIP contents: {e}")
+            return 0, 0      
+    
+    def extract_and_process(self, container_file_path: Path) -> int:
+        """Extract ZIP file and process each file individually with filtering"""
+        processed_count = 0
+
+        try:
+            with zipfile.ZipFile(container_file_path, 'r') as zip_ref:
+                for info in zip_ref.infolist():
+                    if info.is_dir():
+                        continue
+
+                    # Security checks
+                    if info.filename.startswith('/') or '..' in info.filename:
+                        logger.warning(f"Skipping unsafe path: {info.filename}")
+                        self.filter_stats["files_skipped_by_error"] += 1
+                        continue
+
+                    if len(os.path.basename(info.filename)) > 255:
+                        logger.warning(f"Skipping filename too long: {info.filename}")
+                        self.filter_stats["files_skipped_by_error"] += 1
+                        continue
+
+                    # Apply file filters
+                    if not self.should_process_file(info.filename):
+                        continue  # Skip this file due to filter
+
+                    try:
+                        # Extract single file to temporary location
+                        with tempfile.NamedTemporaryFile(delete=False) as temp_extracted:
+                            temp_extracted.write(zip_ref.read(info))
+                            temp_extracted.flush()
+
+                            # Upload to storage
+                            object_id = self.storage.upload_file(temp_extracted.name)
+
+                            # Calculate real path
+                            base_dir = os.path.dirname(self.file_metadata["path"])
+                            real_path = os.path.join(base_dir, info.filename).removeprefix(MOUNTED_CONTAINER_PATH)
+
+                            # Publish file message
+                            self.publish_file_message(temp_extracted.name, str(object_id), real_path)
+                            processed_count += 1
+
+                    except Exception as e:
+                        logger.warning(f"Error processing file {info.filename}: {e}")
+                        self.filter_stats["files_skipped_by_error"] += 1
+                    finally:
+                        # Clean up temporary file
+                        if 'temp_extracted' in locals() and os.path.exists(temp_extracted.name):
+                            os.unlink(temp_extracted.name)
+
+        except Exception as e:
+            logger.exception(f"Error extracting ZIP file: {e}")
+            raise
+
+        # Log final statistics
+        stats = self.get_processing_stats()
+        logger.info(
+            "Container extraction completed",
+            container_id=self.container_id,
+            stats=stats
+        )
+
+        return processed_count
+
+
+class DDImageContainerExtractor(BaseContainerExtractor):
+    """DD disk image extractor that processes files from filesystem structures"""
+
+    def estimate_container_contents(self, container_file_path: Path) -> tuple[int, int]:
+        """Estimate DD image contents by parsing filesystem with filtering"""
+        try:
+            # Open the image file directly
+            img_info = pytsk3.Img_Info(str(container_file_path))
+            
+            # Try to open the filesystem
+            try:
+                fs_info = pytsk3.FS_Info(img_info)
+                
+                # Walk the filesystem to count files and calculate size
+                file_count = 0
+                total_size = 0
+                
+                def walk_directory(directory, path="", stack=[]):
+                    """Recursively walk directory to count files with filtering"""
+                    nonlocal file_count, total_size
+                    
+                    for entry in directory:
+                        # Skip . and .. entries
+                        if entry.info.name.name in [b".", b".."]:
+                            continue
+                            
+                        # Skip if entry doesn't have metadata
+                        if not hasattr(entry.info.meta, 'type'):
+                            continue
+                        
+                        try:
+                            # Get the file name
+                            filename = entry.info.name.name.decode('utf-8', errors='replace')
+                            file_path = os.path.join(path, filename)
+                            
+                            # If it's a directory, recurse
+                            if entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_DIR:
+                                try:
+                                    sub_directory = entry.as_directory()
+                                    # Prevent infinite loops
+                                    inode = entry.info.meta.addr
+                                    if inode not in stack:
+                                        walk_directory(sub_directory, file_path, stack + [inode])
+                                except Exception:
+                                    # Some directories might not be accessible
+                                    pass
+                            # If it's a regular file, count it with filtering
+                            elif entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_REG:
+                                # Security checks (same as extraction)
+                                if file_path.startswith('/') or '..' in file_path:
+                                    continue
+                                    
+                                if len(os.path.basename(filename)) > 255:
+                                    continue
+                                
+                                # Apply file filters
+                                if not self.should_process_file(file_path):
+                                    continue
+                                
+                                # Skip empty files (same as extraction)
+                                if entry.info.meta.size == 0:
+                                    continue
+                                
+                                # logger.debug(f"file_path: {file_path}")
+                                file_count += 1
+                                if hasattr(entry.info.meta, 'size'):
+                                    total_size += entry.info.meta.size
+                                    
+                        except Exception:
+                            # Skip entries that can't be processed
+                            continue
+                
+                # Start walking from root
+                root_dir = fs_info.open_dir(path="/")
+                walk_directory(root_dir)
+                
+            except Exception as e:
+                logger.warning(f"Could not parse filesystem, will return 0 estimates: {e}")
+                file_count = 0
+                total_size = 0
+            
+            return file_count, total_size
+                
+        except Exception as e:
+            logger.warning(f"Error estimating DD image contents: {e}")
+            return 0, 0
+    
+    def extract_and_process(self, container_file_path: Path) -> int:
+        """Extract DD image and process each file individually with filtering"""
+        processed_count = 0
+
+        try:
+            # Open the image file directly
+            img_info = pytsk3.Img_Info(str(container_file_path))
+            
+            try:
+                # Try to open the filesystem
+                fs_info = pytsk3.FS_Info(img_info)
+                
+                # Process files from the filesystem
+                processed_count = self._process_filesystem(fs_info, img_info)
+                
+            except Exception as e:
+                logger.exception(f"Could not parse filesystem: {e}")
+
+        except Exception as e:
+            logger.exception(f"Error extracting DD image: {e}")
+            raise
+
+        # Log final statistics
+        stats = self.get_processing_stats()
+        logger.info(
+            "Container extraction completed",
+            container_id=self.container_id,
+            stats=stats
+        )
+
+        return processed_count
+    
+    def _process_filesystem(self, fs_info: pytsk3.FS_Info, img_info: pytsk3.Img_Info) -> int:
+        """Process files from a parsed filesystem"""
+        processed_count = 0
+        
+        def process_directory(directory, path=""):
+            """Recursively process files in directory"""
+            nonlocal processed_count
+            
+            for entry in directory:
+                # Skip . and .. entries
+                if entry.info.name.name in [b".", b".."]:
+                    continue
+                    
+                # Skip if entry doesn't have metadata
+                if not hasattr(entry.info.meta, 'type'):
+                    continue
+                
+                try:
+                    # Get the file name
+                    filename = entry.info.name.name.decode('utf-8', errors='replace')
+                    file_path = os.path.join(path, filename)
+                    
+                    # If it's a directory, recurse
+                    if entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_DIR:
+                        try:
+                            sub_directory = entry.as_directory()
+                            process_directory(sub_directory, file_path)
+                        except Exception as e:
+                            logger.debug(f"Could not access directory {file_path}: {e}")
+                            
+                    # If it's a regular file, process it
+                    elif entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_REG:
+                        # Security checks
+                        if file_path.startswith('/') or '..' in file_path:
+                            logger.warning(f"Skipping unsafe path: {file_path}")
+                            self.filter_stats["files_skipped_by_error"] += 1
+                            continue
+                            
+                        if len(os.path.basename(filename)) > 255:
+                            logger.warning(f"Skipping filename too long: {file_path}")
+                            self.filter_stats["files_skipped_by_error"] += 1
+                            continue
+                        
+                        # Apply file filters
+                        if not self.should_process_file(file_path):
+                            continue
+                        
+                        # Skip empty files
+                        if entry.info.meta.size == 0:
+                            logger.debug(f"Skipping empty file: {file_path}")
+                            continue
+                        
+                        try:
+                            # Read file content
+                            file_content = entry.read_random(0, entry.info.meta.size)
+                            
+                            # Save to temporary file and upload
+                            with tempfile.NamedTemporaryFile(delete=False) as temp_extracted:
+                                temp_extracted.write(file_content)
+                                temp_extracted.flush()
+                                
+                                # Upload to storage
+                                object_id = self.storage.upload_file(temp_extracted.name)
+                                
+                                # Calculate real path
+                                base_dir = os.path.dirname(self.file_metadata["path"])
+                                real_path = os.path.join(base_dir, file_path).removeprefix(MOUNTED_CONTAINER_PATH)
+                                
+                                # Publish file message
+                                self.publish_file_message(temp_extracted.name, str(object_id), real_path)
+                                processed_count += 1
+                                
+                                # Clean up temporary file
+                                os.unlink(temp_extracted.name)
+                                
+                        except Exception as e:
+                            logger.warning(f"Error processing file {file_path}: {e}")
+                            self.filter_stats["files_skipped_by_error"] += 1
+                            
+                except Exception as e:
+                    logger.warning(f"Error processing entry: {e}")
+                    self.filter_stats["files_skipped_by_error"] += 1
+        
+        # Start processing from root
+        try:
+            root_dir = fs_info.open_dir(path="/")
+            process_directory(root_dir)
+        except Exception as e:
+            logger.error(f"Error opening root directory: {e}")
+            
+        return processed_count
+
+
+class LargeContainerProcessor:
+    """Main processor for large container files"""
+
+    def __init__(self):
+        self.storage = StorageMinio()
+        self.progress_tracker = ContainerProgress()
+        self.extractors = {
+            ContainerType.ZIP: ZipContainerExtractor,
+            ContainerType.DD_IMAGE: DDImageContainerExtractor,
+        }
+
+        # Get postgres connection string from Dapr secrets
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            self.postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+    def create_container_record(self, container_id: str, container_type: str, file_metadata: Dict[str, Any], estimated_files: int, estimated_size: int) -> None:
+        """Create initial container processing record in database"""
+        try:
+            with psycopg.connect(self.postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    cur.execute("""
+                        INSERT INTO container_processing (
+                            container_id, container_type, original_filename, original_size,
+                            agent_id, source, project, status, workflows_total,
+                            processing_started_at, expiration
+                        ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
+                    """, (
+                        container_id,
+                        container_type,
+                        file_metadata.get("filename", os.path.basename(file_metadata.get("path", ""))),
+                        file_metadata.get("size", 0),
+                        file_metadata.get("agent_id"),
+                        file_metadata.get("source"),
+                        file_metadata.get("project"),
+                        ContainerStatus.PROCESSING,
+                        estimated_files,
+                        datetime.now(),
+                        file_metadata.get("expiration")
+                    ))
+                    conn.commit()
+
+            logger.info("Created container processing record", container_id=container_id, estimated_files=estimated_files)
+        except Exception as e:
+            logger.error(f"Error creating container record: {e}", container_id=container_id)
+            raise
+
+    def update_container_extraction_progress(self, container_id: str, total_files_extracted: int, total_bytes_extracted: int) -> None:
+        """Update container extraction progress in database"""
+        try:
+            with psycopg.connect(self.postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    cur.execute("""
+                        UPDATE container_processing
+                        SET total_files_extracted = %s,
+                            total_bytes_extracted = %s,
+                            status = %s
+                        WHERE container_id = %s
+                    """, (
+                        total_files_extracted,
+                        total_bytes_extracted,
+                        ContainerStatus.EXTRACTED,
+                        container_id
+                    ))
+                    conn.commit()
+
+            logger.debug("Updated container extraction progress",
+                        container_id=container_id,
+                        files_extracted=total_files_extracted)
+        except Exception as e:
+            logger.error(f"Error updating container extraction progress: {e}", container_id=container_id)
+
+    def update_container_workflow_progress(self, container_id: str, file_size: int = 0, increment_completed: bool = False, increment_failed: bool = False) -> bool:
+        """Update workflow completion progress and return True if all workflows are complete"""
+        try:
+            with psycopg.connect(self.postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    # Update counters and bytes processed (only for completed workflows)
+                    if increment_completed:
+                        cur.execute("""
+                            UPDATE container_processing
+                            SET workflows_completed = workflows_completed + 1,
+                                total_bytes_processed = total_bytes_processed + %s
+                            WHERE container_id = %s
+                        """, (file_size, container_id))
+                    elif increment_failed:
+                        cur.execute("""
+                            UPDATE container_processing
+                            SET workflows_failed = workflows_failed + 1
+                            WHERE container_id = %s
+                        """, (container_id,))
+
+                    # Check if all workflows are complete
+                    cur.execute("""
+                        SELECT workflows_completed, workflows_failed, workflows_total
+                        FROM container_processing
+                        WHERE container_id = %s
+                    """, (container_id,))
+
+                    row = cur.fetchone()
+                    if row:
+                        completed, failed, total = row
+                        all_complete = (completed + failed) >= total
+
+                        if all_complete:
+                            cur.execute("""
+                                UPDATE container_processing
+                                SET status = %s, processing_completed_at = %s
+                                WHERE container_id = %s
+                            """, (
+                                ContainerStatus.WORKFLOWS_COMPLETE,
+                                datetime.now(),
+                                container_id
+                            ))
+
+                            logger.info("Container processing completed",
+                                       container_id=container_id,
+                                       completed=completed,
+                                       failed=failed,
+                                       total=total)
+
+                        conn.commit()
+                        return all_complete
+
+                    conn.commit()
+                    return False
+
+        except Exception as e:
+            logger.error(f"Error updating workflow progress: {e}", container_id=container_id)
+            return False
+
+    def get_container_status(self, container_id: str) -> Optional[Dict[str, Any]]:
+        """Get container status from database"""
+        try:
+            with psycopg.connect(self.postgres_connection_string) as conn:
+                with conn.cursor() as cur:
+                    cur.execute("""
+                        SELECT container_id, container_type, status, total_files_extracted,
+                               total_bytes_extracted, total_bytes_processed, workflows_completed,
+                               workflows_failed, workflows_total, processing_started_at, processing_completed_at
+                        FROM container_processing
+                        WHERE container_id = %s
+                    """, (container_id,))
+
+                    row = cur.fetchone()
+                    if row:
+                        return {
+                            "container_id": row[0],
+                            "container_type": row[1],
+                            "status": row[2],
+                            "total_files_extracted": row[3],
+                            "total_bytes_extracted": row[4],
+                            "total_bytes_processed": row[5],
+                            "workflows_completed": row[6],
+                            "workflows_failed": row[7],
+                            "workflows_total": row[8],
+                            "processing_started_at": row[9].isoformat() if row[9] else None,
+                            "processing_completed_at": row[10].isoformat() if row[10] else None
+                        }
+                    return None
+        except Exception as e:
+            logger.error(f"Error getting container status: {e}", container_id=container_id)
+            return None
+
+    def detect_container_type(self, filename: str, container_file_path: Path) -> Optional[str]:
+        """Detect container type from file path"""
+        filename_lower = filename.lower()
+
+        # Check ZIP files by extension first
+        if filename_lower.endswith('.zip'):
+            return ContainerType.ZIP
+
+        # Check disk images by extension - all formats supported by Sleuth Kit
+        disk_image_extensions = (
+            # Raw disk images
+            '.dd', '.raw', '.img', '.image', '.bin', '.dmg',
+            # Forensic formats
+            '.e01', '.ex01', '.l01', '.lx01', '.ewf', '.s01'
+        )
+        
+        if any(filename_lower.endswith(ext) for ext in disk_image_extensions):
+            return ContainerType.DD_IMAGE
+
+        # For unknown extensions, check file content
+        try:
+            if zipfile.is_zipfile(container_file_path):
+                return ContainerType.ZIP
+        except Exception as e:
+            logger.warning(f"Error detecting container type: {e}")
+
+        return None
+
+    def process_container_from_path(self, container_id: str, file_path: Path, metadata: dict) -> Dict[str, Any]:
+        """Process a container file from a filesystem path."""
+        try:
+            # Detect container type
+            container_type = self.detect_container_type(
+                metadata.get("filename", file_path.name),
+                file_path
+            )
+
+            if not container_type:
+                raise HTTPException(
+                    status_code=400,
+                    detail="Unsupported container type"
+                )
+
+            # Get appropriate extractor
+            #   TODO: error if the container isn't detected properly?
+            extractor_class = self.extractors[container_type]
+
+            with DaprClient() as dapr_client:
+                extractor = extractor_class(
+                    self.storage,
+                    dapr_client,
+                    self.progress_tracker
+                )
+                extractor.set_container_info(container_id, metadata)
+
+                # Estimate contents for progress tracking and create database record
+                file_count, total_size = extractor.estimate_container_contents(file_path)
+
+                logger.debug(f"Estimated container contents: {file_count} files, {total_size} bytes")
+
+                self.create_container_record(container_id, container_type, metadata, file_count, total_size)
+
+                # Initialize in-memory progress tracking
+                self.progress_tracker.initialize(container_id, file_count, total_size)
+
+                # Store container info for tracking
+                self.progress_tracker.set_container_info(container_id, {"container_id": container_id})
+
+                # Process the container
+                processed_files = extractor.extract_and_process(file_path)
+
+                # Update extraction completion in database
+                progress = self.progress_tracker.get_progress(container_id)
+                if progress:
+                    self.update_container_extraction_progress(
+                        container_id,
+                        processed_files,
+                        progress["processed_bytes"]
+                    )
+
+                return {
+                    "container_id": container_id,
+                    "container_type": container_type,
+                    "processed_files": processed_files,
+                    "estimated_files": file_count,
+                    "estimated_size": total_size,
+                    "status": ContainerStatus.EXTRACTED
+                }
+
+        except Exception as e:
+            logger.exception(f"Error processing container {container_id}: {e}")
+            raise
+
+    def get_container_progress(self, container_id: str) -> Dict[str, Any]:
+        """Get processing progress for a container"""
+        progress = self.progress_tracker.get_progress(container_id)
+        if not progress:
+            return {"error": "Container not found or processing not started"}
+
+        total_files = progress["total_files"]
+        processed_files = progress["processed_files"]
+        total_bytes = progress["total_bytes"]
+        processed_bytes = progress["processed_bytes"]
+
+        file_progress = (processed_files / total_files * 100) if total_files > 0 else 0
+        byte_progress = (processed_bytes / total_bytes * 100) if total_bytes > 0 else 0
+
+        return {
+            "container_id": container_id,
+            "progress_percent_files": round(file_progress, 2),
+            "progress_percent_bytes": round(byte_progress, 2),
+            "processed_files": processed_files,
+            "total_files": total_files,
+            "processed_bytes": processed_bytes,
+            "total_bytes": total_bytes,
+            "current_file": progress.get("current_file"),
+            "started_at": progress["started_at"].isoformat()
+        }
\ No newline at end of file
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 5cbb4f4..f3685ed 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -1,12 +1,18 @@
+import asyncio
+import fcntl
 import json
 import os
 import urllib.parse
 import uuid
-from datetime import datetime
+from contextlib import asynccontextmanager
+from datetime import UTC, datetime, timedelta
+from pathlib import Path as PathLib
 from typing import Annotated
 
+import psycopg
 import requests
 import structlog
+from common.models import CloudEvent
 from common.models import File as FileModel
 from common.models2.api import (
     APIInfo,
@@ -18,98 +24,169 @@ from common.models2.api import (
 )
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, UploadFile
+from dapr.ext.fastapi import DaprApp
+from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, Request, UploadFile
 from fastapi.responses import StreamingResponse
-from pydantic import BaseModel, ValidationError
+from psycopg_pool import ConnectionPool
+from pydantic import ValidationError
+
+from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
+from web_api.large_containers import LargeContainerProcessor
+from web_api.models.requests import CleanupRequest, EnrichmentRequest
+from web_api.models.responses import (
+    ContainerStatusResponse,
+    ContainerSubmissionResponse,
+    EnrichmentResponse,
+    EnrichmentsListResponse,
+    FailedWorkflowsResponse,
+    QueuesResponse,
+    SingleQueueResponse,
+    WorkflowStatusResponse,
+)
+from web_api.queue_monitor import WorkflowQueueMonitor
 
 logger = structlog.get_logger(module=__name__)
 
+# TODO: is this needed really?
 VERSION = "0.1.0"
 
+MOUNTED_CONTAINER_PATH = "/mounted-containers"
+
+
+@asynccontextmanager
+async def lifespan(app: FastAPI):
+    """Manage application lifespan events"""
+    lock_file = None
+    monitor_started = False
+
+    # Startup
+    try:
+        # Try to acquire exclusive lock for container monitoring
+        # This ensures only one worker process handles container monitoring
+        lock_path = "/tmp/nemesis_container_monitor.lock"
+        lock_file = open(lock_path, "w")
+        fcntl.flock(lock_file.fileno(), fcntl.LOCK_EX | fcntl.LOCK_NB)
+
+        # If we got here, we acquired the lock - start the monitor
+        await start_monitor()
+        monitor_started = True
+        logger.info("Container monitor started successfully (acquired lock)")
+
+    except OSError:
+        # Lock is held by another process
+        logger.info("Container monitor already running in another worker")
+        if lock_file:
+            lock_file.close()
+            lock_file = None
+    except Exception as e:
+        logger.exception(f"Error starting container monitor: {e}")
+        if lock_file:
+            lock_file.close()
+            lock_file = None
+
+    yield
+
+    # Shutdown
+    try:
+        if monitor_started:
+            await stop_monitor()
+            logger.info("Container monitor stopped successfully")
+        if lock_file:
+            lock_file.close()
+    except Exception as e:
+        logger.exception(f"Error stopping container monitor: {e}")
+        if lock_file:
+            try:
+                lock_file.close()
+            except:
+                pass
+
 
 app = FastAPI(
     title="Enrichment API",
     description="API for file enrichment services",
     version=VERSION,
     root_path="/api",
+    lifespan=lifespan,
     openapi_tags=[
         {"name": "files", "description": "File management operations"},
         {"name": "workflows", "description": "Workflow management operations"},
         {"name": "enrichments", "description": "Enrichment management operations"},
+        {"name": "queues", "description": "Internal pub/sub queue operations"},
         {"name": "system", "description": "System and health check endpoints"},
     ],
 )
 
+
+# Add timeout middleware for requests
+@app.middleware("http")
+async def timeout_middleware(request: Request, call_next):
+    try:
+        # Set timeout for file uploads (10 minutes) and other requests (60 seconds)
+        if request.url.path.endswith("/files") or request.url.path.endswith("/containers"):
+            timeout = 600
+        else:
+            timeout = 60
+        return await asyncio.wait_for(call_next(request), timeout=timeout)
+    except TimeoutError:
+        raise HTTPException(status_code=504, detail="Request timeout")
+
+
 storage = StorageMinio()
 DOWNLOAD_SIZE_LIMIT_MB = 500
-DEFAULT_EXPIRATION_DAYS = 100
+default_expiration_days = int(os.getenv("DEFAULT_EXPIRATION_DAYS", 100))
+
+# Initialize container processor
+container_processor = LargeContainerProcessor()
+
+# Initialize Dapr app for pub/sub
+dapr_app = DaprApp(app)
+
+# Initialize database connection pool for workflow status queries
+_db_pool = None
 
 
-class EnrichmentRequest(BaseModel):
-    object_id: str
+def get_db_pool():
+    global _db_pool
+    if _db_pool is None:
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+        _db_pool = ConnectionPool(postgres_connection_string, min_size=1, max_size=5)
+    return _db_pool
 
 
-class EnrichmentResponse(BaseModel):
-    status: str
-    message: str
-    instance_id: str
-    object_id: str
-
-
-class EnrichmentsListResponse(BaseModel):
-    modules: list[str]
-
-
-class CleanupRequest(BaseModel):
-    expiration: str | None = None  # ISO datetime or "all"
-
-
-class WorkflowProcessingStats(BaseModel):
-    avg_seconds: float | None = None
-    min_seconds: float | None = None
-    max_seconds: float | None = None
-    p50_seconds: float | None = None
-    p90_seconds: float | None = None
-    p95_seconds: float | None = None
-    p99_seconds: float | None = None
-    samples_count: int | None = None
-
-
-class WorkflowMetrics(BaseModel):
-    completed_count: int
-    failed_count: int
-    total_processed: int
-    success_rate: float | None = None
-    processing_times: WorkflowProcessingStats | None = None
-
-
-class ActiveWorkflowDetail(BaseModel):
-    id: str
-    status: str
-    filename: str | None = None
-    object_id: str | None = None
-    timestamp: datetime | None = None
-    runtime_seconds: float | None = None
-    error: str | None = None
-
-
-class WorkflowStatusResponse(BaseModel):
-    queued_files: int
-    active_workflows: int
-    status_counts: dict[str, int] | None = None
-    active_details: list[ActiveWorkflowDetail] = []
-    metrics: WorkflowMetrics
-    timestamp: str
-    error: str | None = None
-
-
-class FailedWorkflowsResponse(BaseModel):
-    failed_count: int
-    workflows: list[ActiveWorkflowDetail] = []
-    timestamp: str
+async def send_postgres_notify(channel: str, payload: str = ""):
+    """
+    Send PostgreSQL NOTIFY command to a specific channel.
+
+    Used so we can signal _all_ UVICORN workers in one or more replicas.
+    """
+    try:
+        # Get connection string
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        # Send NOTIFY using async connection
+        async with await psycopg.AsyncConnection.connect(postgres_connection_string) as conn:
+            # Escape the payload to prevent SQL injection
+            escaped_payload = payload.replace("'", "''")
+            notify_cmd = f"NOTIFY {channel}, '{escaped_payload}'"
+            logger.debug(f"PostgreSQL notify_cmd: {notify_cmd}")
+            await conn.execute(notify_cmd)
+            logger.info(f"Sent PostgreSQL NOTIFY: {channel} with payload: {payload}")
+
+    except Exception as e:
+        logger.exception(f"Error sending PostgreSQL NOTIFY to {channel}", error=str(e))
+        raise
 
 
+#######################################
+#
 # file routes
+#
+#######################################
 
 
 @app.post(
@@ -127,6 +204,13 @@ class FailedWorkflowsResponse(BaseModel):
          -F 'metadata={"agent_id":"agent123","project":"proj1","timestamp":"2024-01-29T12:00:00Z","expiration":"2024-02-29T12:00:00Z","path":"/tmp/example.txt"}' \
          https://nemesis:7443/api/files
     ```
+
+    Example:
+    ```
+    curl -k -u n:n -F "file=@example.txt" \
+         -F 'metadata={"agent_id":"agent123","project":"proj1","path":"/tmp/example.txt"}' \
+         https://nemesis:7443/api/files
+    ```
     """,
 )
 async def upload_file(
@@ -137,6 +221,13 @@ async def upload_file(
         # Parse the metadata string into FileMetadata model
         logger.debug("Metadata received", metadata=metadata)
         metadata_dict = json.loads(metadata)
+
+        # Handle timestamp - use current UTC time if not provided
+        if metadata_dict.get("timestamp") is None:
+            current_utc = datetime.now(UTC)
+            metadata_dict["timestamp"] = current_utc.isoformat()
+            logger.debug("Set default timestamp", timestamp=metadata_dict["timestamp"])
+
         file_metadata = FileMetadata(**metadata_dict)
 
         logger.info(
@@ -153,6 +244,19 @@ async def upload_file(
         # Handle metadata if provided
         metadata_dict = file_metadata.model_dump()
         metadata_dict["object_id"] = object_id
+
+        # Handle expiration - use timestamp + default_expiration_days if not provided
+        if metadata_dict.get("expiration") is None:
+            # Get the timestamp (either provided or the default we just set)
+            timestamp_dt = file_metadata.timestamp
+            if timestamp_dt is None:
+                # This shouldn't happen since we set it above, but just in case
+                timestamp_dt = datetime.now(UTC)
+
+            expiration_dt = timestamp_dt + timedelta(days=default_expiration_days)
+            metadata_dict["expiration"] = expiration_dt.isoformat()
+            logger.debug("Set default expiration", expiration=metadata_dict["expiration"])
+
         submission_id = await submit_file_metadata_internal(metadata_dict)
 
         logger.info("Metadata submitted", submission_id=submission_id)
@@ -213,7 +317,171 @@ async def download_file(
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
+#######################################
+#
+# container routes
+#
+#######################################
+
+
+@app.post(
+    "/containers",
+    response_model=ContainerSubmissionResponse,
+    tags=["files"],
+    summary="Submit large container file for processing with optional filtering",
+    description="""...""",
+)
+async def submit_container(
+    file: Annotated[UploadFile, File(description="The container file to process")],
+    metadata: Annotated[str, Form(description="JSON string containing file metadata with optional file_filters")],
+) -> ContainerSubmissionResponse:
+    try:
+        # Parse the metadata string into FileMetadata model
+        logger.debug("Container metadata received", metadata=metadata)
+        metadata_dict = json.loads(metadata)
+        file_metadata = FileMetadata(**metadata_dict)
+
+        logger.info(
+            "Received container submission request",
+            filename=file.filename,
+            content_type=file.content_type,
+            size=file.size,
+            has_filters=file_metadata.file_filters is not None,
+        )
+
+        # Log filter configuration if present
+        if file_metadata.file_filters:
+            logger.info(
+                "Container submission includes file filters",
+                pattern_type=file_metadata.file_filters.pattern_type,
+                include_count=len(file_metadata.file_filters.include) if file_metadata.file_filters.include else 0,
+                exclude_count=len(file_metadata.file_filters.exclude) if file_metadata.file_filters.exclude else 0,
+            )
+
+        # Generate container ID
+        container_id = str(uuid.uuid4())
+
+        # Save uploaded file to temporary location
+        temp_dir = os.getenv("TEMP_CONTAINER_PATH", "/tmp/containers")
+        os.makedirs(temp_dir, exist_ok=True)
+
+        temp_file_path = os.path.join(temp_dir, f"{container_id}_{file.filename}")
+
+        with open(temp_file_path, "wb") as temp_file:
+            file.file.seek(0)
+            while chunk := file.file.read(8192):  # Read in 8KB chunks
+                temp_file.write(chunk)
+
+        try:
+            # Prepare file metadata for processing
+            processing_metadata = file_metadata.model_dump()
+            processing_metadata["filename"] = file.filename
+            processing_metadata["content_type"] = file.content_type
+            processing_metadata["size"] = file.size
+
+            # Process the container from file path
+            result = container_processor.process_container_from_path(
+                container_id, PathLib(temp_file_path), processing_metadata
+            )
+
+            logger.info("Container extraction + file submission completed", container_id=container_id, result=result)
+
+            response = ContainerSubmissionResponse(
+                container_id=container_id,
+                message="Files extracted from container and processing initiated",
+                estimated_files=result["estimated_files"],
+                estimated_size=result["estimated_size"],
+            )
+
+            # Add filter configuration to response if filters were used
+            if file_metadata.file_filters:
+                filter_config = {
+                    "pattern_type": file_metadata.file_filters.pattern_type,
+                    "include_patterns": file_metadata.file_filters.include or [],
+                    "exclude_patterns": file_metadata.file_filters.exclude or [],
+                    "filters_enabled": True,
+                }
+                response.filter_config = filter_config
+
+            return response
+
+        finally:
+            # Clean up temporary file
+            try:
+                os.unlink(temp_file_path)
+            except Exception as cleanup_error:
+                logger.warning(f"Error cleaning up temporary file {temp_file_path}: {cleanup_error}")
+
+    except ValidationError as e:
+        logger.error("Validation error in container metadata", errors=e.errors())
+        raise HTTPException(status_code=400, detail=e.errors()) from e
+    except Exception as e:
+        logger.exception(e, message="Error processing container submission")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/containers/{container_id}/status",
+    response_model=ContainerStatusResponse,
+    tags=["files"],
+    responses={404: {"model": ErrorResponse}, 500: {"model": ErrorResponse}},
+    summary="Get container processing status",
+    description="Get the current processing status and progress of a submitted container",
+)
+async def get_container_status(
+    container_id: str = Path(..., description="Unique identifier of the container"),
+) -> ContainerStatusResponse:
+    try:
+        # Check database first (source of truth)
+        db_status = container_processor.get_container_status(container_id)
+        if not db_status:
+            raise HTTPException(status_code=404, detail="Container not found")
+
+        # Calculate progress percentages
+        progress_percent_files = None
+        progress_percent_bytes = None
+
+        if db_status["workflows_total"] > 0:
+            completed_workflows = db_status["workflows_completed"] + db_status["workflows_failed"]
+            progress_percent_files = round((completed_workflows / db_status["workflows_total"]) * 100, 2)
+
+        if db_status["total_bytes_extracted"] > 0:
+            progress_percent_bytes = round(
+                (db_status["total_bytes_processed"] / db_status["total_bytes_extracted"]) * 100, 2
+            )
+
+        # Get current_file from in-memory tracking if container is still extracting
+        current_file = None
+        if db_status["status"] in ["processing", "extracting"]:
+            progress = container_processor.get_container_progress(container_id)
+            if progress and "error" not in progress:
+                current_file = progress.get("current_file")
+
+        return ContainerStatusResponse(
+            container_id=container_id,
+            status=db_status["status"],
+            progress_percent_files=progress_percent_files,
+            progress_percent_bytes=progress_percent_bytes,
+            processed_files=db_status["workflows_completed"] + db_status["workflows_failed"],
+            total_files=db_status["workflows_total"],
+            processed_bytes=db_status["total_bytes_processed"],
+            total_bytes=db_status["total_bytes_extracted"],
+            current_file=current_file,
+            started_at=db_status["processing_started_at"],
+        )
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error getting container status")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+#######################################
+#
 # workflow routes
+#
+#######################################
 
 
 @app.get(
@@ -227,22 +495,128 @@ async def download_file(
 async def get_status():
     """Gets the current enrichment pipeline status with metrics."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/status"
+        # Get metrics and workflow information from database
+        def get_db_metrics():
+            pool = get_db_pool()
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    # Get metrics: counts and processing times
+                    cur.execute("""
+                        SELECT
+                            COUNT(*) FILTER (WHERE status = 'COMPLETED') as completed_count,
+                            COUNT(*) FILTER (WHERE status IN ('FAILED', 'TERMINATED', 'ERROR', 'TIMEOUT')) as failed_count,
+                            COUNT(*) FILTER (WHERE status = 'RUNNING') as running_count,
+                            AVG(runtime_seconds) FILTER (WHERE runtime_seconds IS NOT NULL) as avg_time,
+                            MIN(runtime_seconds) FILTER (WHERE runtime_seconds IS NOT NULL) as min_time,
+                            MAX(runtime_seconds) FILTER (WHERE runtime_seconds IS NOT NULL) as max_time,
+                            COUNT(runtime_seconds) FILTER (WHERE runtime_seconds IS NOT NULL) as samples_count
+                        FROM workflows
+                    """)
+                    metrics_row = cur.fetchone()
+                    completed_count, failed_count, running_count, avg_time, min_time, max_time, samples_count = (
+                        metrics_row
+                    )
 
-        response = requests.get(url)
-        if response.status_code != 200:
-            raise HTTPException(
-                status_code=response.status_code, detail=f"Error enrichment pipeline status: {response.text}"
-            )
+                    # Get active workflow details from database
+                    cur.execute("""
+                        SELECT
+                            wf_id,
+                            object_id,
+                            status,
+                            EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) as runtime_seconds,
+                            enrichments_success,
+                            enrichments_failure,
+                            filename
+                        FROM workflows
+                        WHERE status = 'RUNNING'
+                    """)
+                    active_workflows_db = []
+                    for row in cur.fetchall():
+                        wf_id, object_id, status, runtime_seconds, success_modules, failure_modules, filename = row
+                        active_workflows_db.append(
+                            {
+                                "id": wf_id,
+                                "status": status,
+                                "runtime_seconds": runtime_seconds,
+                                "filename": filename,
+                                "object_id": str(object_id) if object_id else None,
+                                "success_modules": success_modules,
+                                "failure_modules": failure_modules,
+                            }
+                        )
 
-        return response.json()
+                    # Get status counts
+                    cur.execute("""
+                        SELECT status, COUNT(*) FROM workflows GROUP BY status
+                    """)
+                    status_counts = {row[0]: row[1] for row in cur.fetchall()}
+
+                    # Calculate percentiles
+                    percentiles = {}
+                    if samples_count >= 5:
+                        cur.execute("""
+                            SELECT
+                                percentile_cont(0.5) WITHIN GROUP (ORDER BY runtime_seconds) as p50,
+                                percentile_cont(0.9) WITHIN GROUP (ORDER BY runtime_seconds) as p90,
+                                percentile_cont(0.95) WITHIN GROUP (ORDER BY runtime_seconds) as p95,
+                                percentile_cont(0.99) WITHIN GROUP (ORDER BY runtime_seconds) as p99
+                            FROM workflows
+                            WHERE runtime_seconds IS NOT NULL
+                        """)
+                        result = cur.fetchone()
+                        if result:
+                            p50, p90, p95, p99 = result
+                            percentiles = {
+                                "p50_seconds": round(float(p50), 2) if p50 is not None else None,
+                                "p90_seconds": round(float(p90), 2) if p90 is not None else None,
+                                "p95_seconds": round(float(p95), 2) if p95 is not None else None,
+                                "p99_seconds": round(float(p99), 2) if p99 is not None else None,
+                            }
+
+                    return {
+                        "metrics": {
+                            "completed_count": completed_count or 0,
+                            "failed_count": failed_count or 0,
+                            "running_count": running_count or 0,
+                            "total_processed": (completed_count or 0) + (failed_count or 0),
+                            "success_rate": round(
+                                (completed_count or 0) / ((completed_count or 0) + (failed_count or 0)) * 100, 2
+                            )
+                            if ((completed_count or 0) + (failed_count or 0)) > 0
+                            else None,
+                            "processing_times": {
+                                "avg_seconds": round(avg_time, 2) if avg_time else None,
+                                "min_seconds": round(min_time, 2) if min_time else None,
+                                "max_seconds": round(max_time, 2) if max_time else None,
+                                "samples_count": samples_count or 0,
+                                **percentiles,
+                            },
+                        },
+                        "status_counts": status_counts,
+                        "active_workflows_db": active_workflows_db,
+                    }
+
+        # Get database metrics and status information
+        db_info = await asyncio.to_thread(get_db_metrics)
+        metrics = db_info["metrics"]
+        status_counts = db_info["status_counts"]
+        db_active_workflows = db_info["active_workflows_db"]
+
+        # Use database count for active workflows
+        db_active_count = metrics.get("running_count", 0)
+
+        return {
+            "active_workflows": db_active_count,
+            "available_capacity": 0,  # This was specific to workflow manager's semaphore
+            "max_concurrent": 3,  # Default value, could be made configurable
+            "status_counts": status_counts,
+            "active_details": db_active_workflows,
+            "metrics": metrics,
+            "timestamp": datetime.now().isoformat(),
+        }
 
-    except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to enrichment service")
-        raise HTTPException(status_code=503, detail="Enrichment service unavailable") from e
     except Exception as e:
-        logger.exception(e, message="Error getting file enrichment status")
+        logger.exception(e, message="Error getting workflow status")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -257,26 +631,65 @@ async def get_status():
 async def get_failed():
     """Gets the set of failed enrichment workflows."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/failed"
+        # Query failed workflows from database
+        def get_failed_workflows_from_db():
+            pool = get_db_pool()
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    cur.execute("""
+                        SELECT
+                            wf_id as id,
+                            object_id,
+                            status,
+                            runtime_seconds,
+                            start_time,
+                            enrichments_failure,
+                            filename
+                        FROM workflows
+                        WHERE status IN ('FAILED', 'ERROR', 'TIMEOUT', 'TERMINATED')
+                        ORDER BY start_time DESC
+                        LIMIT 100
+                    """)
+                    columns = [desc[0] for desc in cur.description]
+                    failed_workflows = []
 
-        response = requests.get(url)
-        if response.status_code != 200:
-            raise HTTPException(
-                status_code=response.status_code, detail=f"Error getting failed enrichment workflows: {response.text}"
-            )
+                    for row in cur.fetchall():
+                        workflow_dict = dict(zip(columns, row))
 
-        return response.json()
+                        # Convert UUID to string if present
+                        if workflow_dict.get("object_id"):
+                            workflow_dict["object_id"] = str(workflow_dict["object_id"])
 
-    except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to enrichment service")
-        raise HTTPException(status_code=503, detail="Enrichment service unavailable") from e
+                        # Convert datetime to string
+                        if "start_time" in workflow_dict:
+                            workflow_dict["timestamp"] = workflow_dict["start_time"].isoformat()
+                            del workflow_dict["start_time"]
+
+                        # Add error from failure list if available
+                        if workflow_dict.get("enrichments_failure") and len(workflow_dict["enrichments_failure"]) > 0:
+                            workflow_dict["error"] = workflow_dict["enrichments_failure"][-1]  # Most recent failure
+
+                        failed_workflows.append(workflow_dict)
+
+                    return failed_workflows
+
+        failed_workflows = await asyncio.to_thread(get_failed_workflows_from_db)
+
+        return {
+            "failed_count": len(failed_workflows),
+            "workflows": failed_workflows,
+            "timestamp": datetime.now().isoformat(),
+        }
     except Exception as e:
-        logger.exception(e, message="Error getting file enrichment failed workflows")
+        logger.exception(e, message="Error getting failed workflow information")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
+#######################################
+#
 # enrichment routes
+#
+#######################################
 
 
 @app.get(
@@ -307,35 +720,6 @@ async def list_enrichments():
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
-@app.get(
-    "/enrichments/llm",
-    response_model=EnrichmentsListResponse,
-    tags=["enrichments"],
-    responses={500: {"model": ErrorResponse}},
-    summary="List enabled LLM enrichment modules",
-    description="Get a list of enabled LLM enrichment modules",
-)
-async def list_enabled_llm_enrichments():
-    """List all enabled LLM enrichment modules by forwarding to file-enrichment service."""
-    try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/llm_enrichments"
-
-        response = requests.get(url)
-        if response.status_code != 200:
-            raise HTTPException(
-                status_code=response.status_code, detail=f"Error listing LLM enrichment modules: {response.text}"
-            )
-
-        return response.json()
-
-    except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to enrichment service")
-        raise HTTPException(status_code=503, detail="Enrichment service unavailable") from e
-    except Exception as e:
-        logger.exception(e, message="Error listing enrichment modules")
-        raise HTTPException(status_code=500, detail=str(e)) from e
-
 
 @app.post(
     "/enrichments/{enrichment_name}",
@@ -394,7 +778,161 @@ async def run_enrichment(
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
+@app.post(
+    "/enrichments/{enrichment_name}/bulk",
+    tags=["enrichments"],
+    responses={404: {"model": ErrorResponse}, 500: {"model": ErrorResponse}, 503: {"model": ErrorResponse}},
+    summary="Start bulk enrichment",
+    description="Start bulk enrichment for a specific module against all files in the system using distributed processing",
+)
+async def run_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
+):
+    """Start bulk enrichment for a specific module by publishing individual tasks to pub/sub."""
+    try:
+        # First verify enrichment module exists
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        enrichments_url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/enrichments"
+
+        enrichments_response = requests.get(enrichments_url, timeout=10)
+        if enrichments_response.status_code != 200:
+            raise HTTPException(status_code=503, detail="Enrichment service unavailable")
+
+        available_modules = enrichments_response.json().get("modules", [])
+        if enrichment_name not in available_modules:
+            raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
+
+        # Get all object_ids from files_enriched table
+        def get_all_object_ids():
+            pool = get_db_pool()
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    cur.execute("SELECT object_id FROM files_enriched ORDER BY created_at")
+                    return [row[0] for row in cur.fetchall()]
+
+        object_ids = await asyncio.to_thread(get_all_object_ids)
+
+        if not object_ids:
+            return {
+                "status": "success",
+                "message": "No files found in files_enriched table",
+                "total_files": 0,
+                "enrichment_name": enrichment_name,
+            }
+
+        # Publish individual enrichment tasks to pub/sub
+        with DaprClient() as client:
+            for object_id in object_ids:
+                task_data = {"enrichment_name": enrichment_name, "object_id": str(object_id)}
+
+                client.publish_event(
+                    pubsub_name="pubsub",
+                    topic_name="bulk-enrichment-task",
+                    data=json.dumps(task_data),
+                    data_content_type="application/json",
+                )
+
+        logger.info("Published bulk enrichment tasks", enrichment_name=enrichment_name, total_tasks=len(object_ids))
+
+        return {
+            "status": "started",
+            "message": f"Bulk enrichment started for module '{enrichment_name}' using distributed processing. {len(object_ids)} tasks published.",
+            "total_files": len(object_ids),
+            "enrichment_name": enrichment_name,
+            "note": "Monitor progress using /workflows/status endpoint to see active single enrichment workflows",
+        }
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error starting bulk enrichment", enrichment_name=enrichment_name)
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/enrichments/{enrichment_name}/bulk/status",
+    tags=["enrichments"],
+    summary="Get bulk enrichment status",
+    description="Bulk enrichment status tracking has been simplified",
+)
+async def get_bulk_enrichment_status(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to check status for"),
+):
+    """Bulk enrichment status is now tracked through the general workflow status."""
+    return {
+        "message": f"Bulk enrichment status for '{enrichment_name}' is not tracked individually. Use /workflows/status to see active single enrichment workflows with filename pattern 'bulk:{enrichment_name}'",
+        "enrichment_name": enrichment_name,
+        "status_endpoint": "/workflows/status",
+    }
+
+
+@app.post(
+    "/enrichments/{enrichment_name}/bulk/stop",
+    tags=["enrichments"],
+    summary="Stop bulk enrichment",
+    description="Bulk enrichment cannot be stopped once tasks are published",
+)
+async def stop_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to stop"),
+):
+    """Bulk enrichment cannot be stopped once tasks are published to pub/sub."""
+    return {
+        "message": f"Bulk enrichment for '{enrichment_name}' cannot be stopped once tasks are published. Individual tasks will complete naturally as workers process them.",
+        "enrichment_name": enrichment_name,
+        "note": "The distributed nature of pub/sub means tasks are already queued across workers",
+    }
+
+
+#######################################
+#
+# queue routes
+#
+#######################################
+
+
+@app.get(
+    "/queues",
+    response_model=QueuesResponse,
+    tags=["queues"],
+    responses={500: {"model": ErrorResponse}},
+    summary="Get queue statistics",
+    description="Get comprehensive queue metrics for all workflow topics",
+)
+async def get_queue_metrics():
+    """Get queue metrics for all workflow topics."""
+    try:
+        async with WorkflowQueueMonitor() as monitor:
+            metrics = await monitor.get_workflow_queue_metrics()
+            return metrics
+    except Exception as e:
+        logger.exception(e, message="Error getting queue metrics")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/queues/{queue_name}",
+    response_model=SingleQueueResponse,
+    tags=["queues"],
+    responses={500: {"model": ErrorResponse}},
+    summary="Get single queue statistics",
+    description="Get metrics for a specific queue topic",
+)
+async def get_single_queue_metrics(queue_name: str = Path(..., description="Name of the queue to get metrics for")):
+    """Get metrics for a specific queue topic."""
+    try:
+        async with WorkflowQueueMonitor() as monitor:
+            metrics = await monitor.get_single_queue_metrics(queue_name)
+            return metrics
+    except Exception as e:
+        logger.exception(e, message="Error getting single queue metrics", queue_name=queue_name)
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+#######################################
+#
 # system routes
+#
+#######################################
 
 
 @app.post(
@@ -403,20 +941,14 @@ async def run_enrichment(
     tags=["system"],
     responses={500: {"model": ErrorResponse}},
     summary="Reload Yara rules",
-    description="Trigger a reload of all Yara rules in the backend",
+    description="Trigger a reload of all Yara rules in the backend across all workers/replicas",
 )
 async def reload_yara_rules():
     try:
-        with DaprClient() as client:
-            reload_message = {"action": "reload"}
-            client.publish_event(
-                pubsub_name="pubsub",
-                topic_name="yara",
-                data=json.dumps(reload_message),
-                data_content_type="application/json",
-            )
-            logger.info("Published Yara rules reload request")
-            return {"message": "Yara rules reload triggered"}
+        # Send PostgreSQL NOTIFY to trigger yara reload on all workers/replicas
+        await send_postgres_notify("nemesis_yara_reload", "reload")
+        logger.info("Sent PostgreSQL NOTIFY for Yara rules reload")
+        return {"message": "Yara rules reload triggered across all workers"}
     except Exception as e:
         logger.exception(e, message="Error triggering Yara rules reload")
         raise HTTPException(status_code=500, detail=str(e)) from e
@@ -441,7 +973,26 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
         dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
         results = {}
 
-        # 1. Call housekeeping service
+        # 1. Purge everything in the RabbitMQ queues
+        async with WorkflowQueueMonitor() as monitor:
+            results["queues"] = await monitor.purge_all_rabbitmq_queues()
+
+        # 2. Send PostgreSQL NOTIFY to trigger workflow reset across all workers/replicas
+        try:
+            logger.info("Sending PostgreSQL NOTIFY for workflow reset")
+            await send_postgres_notify("nemesis_workflow_reset", "reset")
+            results["file_enrichment"] = {
+                "status": "success",
+                "message": "Workflow reset notification sent to all workers/replicas",
+            }
+        except Exception as reset_error:
+            logger.exception("Error sending workflow reset notification", error=str(reset_error))
+            results["file_enrichment"] = {
+                "status": "error",
+                "message": f"Error sending workflow reset notification: {str(reset_error)}",
+            }
+
+        # 3. Call housekeeping service
         housekeeping_url = f"http://localhost:{dapr_port}/v1.0/invoke/housekeeping/method/trigger-cleanup"
         logger.info("Forwarding cleanup request to housekeeping service", expiration=payload.get("expiration"))
 
@@ -451,7 +1002,7 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
             timeout=30,  # Add reasonable timeout
         )
 
-        # Handle housekeeping response
+        # 3.5 Handle housekeeping response
         if housekeeping_response.status_code != 200:
             logger.warning(
                 "Error from housekeeping service",
@@ -465,28 +1016,9 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
         else:
             results["housekeeping"] = housekeeping_response.json()
 
-        # 2. Call file-enrichment reset
-        enrichment_url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/reset"
-        logger.info("Forwarding reset request to file-enrichment service")
-
-        enrichment_response = requests.post(
-            enrichment_url,
-            timeout=30,  # Add reasonable timeout
-        )
-
-        # Handle enrichment response
-        if enrichment_response.status_code != 200:
-            logger.warning(
-                "Error from file-enrichment service",
-                status_code=enrichment_response.status_code,
-                response=enrichment_response.text,
-            )
-            results["file_enrichment"] = {
-                "status": "error",
-                "message": f"Error from file-enrichment service: {enrichment_response.text}",
-            }
-        else:
-            results["file_enrichment"] = enrichment_response.json()
+        # 4. Purge everything in the RabbitMQ queues (again)
+        async with WorkflowQueueMonitor() as monitor:
+            await monitor.purge_all_rabbitmq_queues()
 
         # Return combined results
         return {"status": "completed", "services": results, "timestamp": datetime.now().isoformat()}
@@ -536,6 +1068,322 @@ async def root():
     }
 
 
+@app.get(
+    "/system/apprise-info",
+    tags=["system"],
+    summary="Get Apprise alert information",
+    description="Get information about configured alert channels (currently Slack only)",
+)
+async def get_apprise_info():
+    """Forward request to alerting service to get Apprise configuration info."""
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/alerting/method/apprise-info"
+
+        response = requests.get(url, timeout=10)
+        if response.status_code != 200:
+            logger.error(f"Error from alerting service: {response.status_code}")
+            raise HTTPException(
+                status_code=response.status_code, detail=f"Error from alerting service: {response.text}"
+            )
+
+        return response.json()
+
+    except requests.Timeout:
+        logger.error("Timeout connecting to alerting service")
+        raise HTTPException(status_code=504, detail="Request to alerting service timed out")
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to alerting service")
+        raise HTTPException(status_code=503, detail="Alerting service unavailable")
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error getting apprise info")
+        raise HTTPException(status_code=500, detail=str(e))
+
+
+def _scan_agent_metadata():
+    """
+    Scan agent files to extract metadata (name, description, has_prompt).
+    This function queries the agents service to get the agent information.
+    """
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/metadata"
+
+        response = requests.get(url, timeout=10)
+        if response.status_code == 200:
+            return response.json().get("agents", [])
+        else:
+            logger.warning(f"Failed to get agent metadata from agents service: {response.status_code}")
+            return []
+
+    except requests.RequestException as e:
+        logger.warning(f"Could not connect to agents service for metadata: {e}")
+        return []
+
+
+@app.get(
+    "/agents",
+    tags=["system"],
+    summary="Get available agents",
+    description="Get a list of available AI agents with their metadata and capabilities",
+)
+async def get_available_agents():
+    """
+    Get a list of available agents with their descriptions and capabilities.
+    Returns agent metadata including whether they use prompts.
+    """
+    try:
+        # Get agent metadata from the agents service
+        agents = await asyncio.to_thread(_scan_agent_metadata)
+
+        # If agents service is unavailable, return empty list
+        if not agents:
+            return {
+                "agents": [],
+                "total_count": 0,
+                "timestamp": datetime.now().isoformat(),
+                "note": "Agents service unavailable or no agents found",
+            }
+
+        return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now().isoformat()}
+
+    except Exception as e:
+        logger.exception(e, message="Error getting available agents")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/agents/spend-data",
+    tags=["system"],
+    summary="Get LLM spend and usage data",
+    description="Get total spend and token usage statistics from LiteLLM logs",
+)
+async def get_agents_spend_data():
+    """
+    Get LLM spend and token usage data by forwarding request to agents service.
+    Returns total spend, token counts, and request statistics.
+    """
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/spend-data"
+
+        response = requests.get(url, timeout=10)
+        if response.status_code == 200:
+            return response.json()
+        else:
+            logger.warning(f"Failed to get spend data from agents service: {response.status_code}")
+            # Return default values if service is unavailable
+            return {
+                "total_spend": 0.0,
+                "total_tokens": 0,
+                "total_prompt_tokens": 0,
+                "total_completion_tokens": 0,
+                "total_requests": 0,
+                "error": "Agents service unavailable",
+                "timestamp": datetime.now().isoformat(),
+            }
+
+    except requests.RequestException as e:
+        logger.warning(f"Could not connect to agents service for spend data: {e}")
+        # Return default values if service is unavailable
+        return {
+            "total_spend": 0.0,
+            "total_tokens": 0,
+            "total_prompt_tokens": 0,
+            "total_completion_tokens": 0,
+            "total_requests": 0,
+            "error": f"Connection error: {str(e)}",
+            "timestamp": datetime.now().isoformat(),
+        }
+    except Exception as e:
+        logger.exception(e, message="Error getting agents spend data")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post(
+    "/agents/text_summarizer",
+    tags=["system"],
+    summary="Run text summarization",
+    description="Forward text summarization request to agents service",
+)
+async def run_text_summarizer(request: dict = Body(..., description="Request containing object_id")):
+    """Forward text summarization request to agents service."""
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/text_summarizer"
+
+        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        if response.status_code == 200:
+            return response.json()
+        else:
+            logger.warning(f"Failed to run text summarizer: {response.status_code}")
+            raise HTTPException(
+                status_code=response.status_code, 
+                detail=f"Error from agents service: {response.text}"
+            )
+
+    except requests.Timeout:
+        logger.error("Timeout running text summarizer")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to agents service")
+        raise HTTPException(status_code=503, detail="Agents service unavailable")
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error running text summarizer")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post(
+    "/agents/llm_credential_analysis",
+    tags=["system"],
+    summary="Run credential analysis",
+    description="Forward credential analysis request to agents service",
+)
+async def run_llm_credential_analysis(request: dict = Body(..., description="Request containing object_id")):
+    """Forward credential analysis request to agents service."""
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/llm_credential_analysis"
+
+        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        if response.status_code == 200:
+            return response.json()
+        else:
+            logger.warning(f"Failed to run credential analysis: {response.status_code}")
+            raise HTTPException(
+                status_code=response.status_code, 
+                detail=f"Error from agents service: {response.text}"
+            )
+
+    except requests.Timeout:
+        logger.error("Timeout running credential analysis")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to agents service")
+        raise HTTPException(status_code=503, detail="Agents service unavailable")
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error running credential analysis")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post(
+    "/agents/dotnet_analysis", 
+    tags=["system"],
+    summary="Run .NET assembly analysis",
+    description="Forward .NET assembly analysis request to agents service",
+)
+async def run_dotnet_analysis(request: dict = Body(..., description="Request containing object_id")):
+    """Forward .NET assembly analysis request to agents service."""
+    try:
+        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/dotnet_analysis"
+        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        if response.status_code == 200:
+            return response.json()
+        else:
+            logger.warning(f"Failed to run .NET analysis: {response.status_code}")
+            raise HTTPException(
+                status_code=response.status_code, 
+                detail=f"Error from agents service: {response.text}"
+            )
+    except requests.Timeout:
+        logger.error("Timeout running .NET analysis")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to agents service")
+        raise HTTPException(status_code=503, detail="Agents service unavailable")
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error running .NET analysis")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/system/available-services",
+    tags=["system"],
+    summary="Get available services",
+    description="Query Traefik to determine which optional services are currently available",
+)
+async def get_available_services():
+    """
+    Query Traefik's API to determine which services are available.
+    Returns a list of service paths that are currently routed by Traefik.
+    """
+    try:
+        # Query Traefik's internal API
+        traefik_api_url = "http://traefik:8080/api/http/routers"
+
+        try:
+            response = requests.get(traefik_api_url, timeout=5)
+            response.raise_for_status()
+        except requests.RequestException as e:
+            logger.warning(f"Failed to query Traefik API: {e}")
+            # Return all services if we can't determine what's available
+            return {
+                "available": True,
+                "services": ["/grafana", "/jaeger", "/prometheus", "/jupyter", "/llm"],
+                "source": "fallback",
+            }
+
+        routers = response.json()
+
+        # Extract service paths from router rules
+        available_services = []
+        service_mapping = {
+            "grafana": "/grafana",
+            "jaeger": "/jaeger",
+            "prometheus": "/prometheus",
+            "jupyter": "/jupyter",
+            "litellm": "/llm",
+            "phoenix": "/phoenix",
+        }
+
+        for router in routers:
+            router_name = router.get("name", "").lower()
+            # Check if this router matches one of our optional services
+            for service_key, service_path in service_mapping.items():
+                if service_key in router_name and router.get("status") == "enabled":
+                    if service_path not in available_services:
+                        available_services.append(service_path)
+
+        logger.info(f"Available services detected: {available_services}")
+
+        return {"available": True, "services": available_services, "source": "traefik"}
+
+    except Exception as e:
+        logger.exception(f"Error getting available services: {e}")
+        # On error, return all services to avoid breaking the UI
+        return {
+            "available": True,
+            "services": ["/grafana", "/jaeger", "/prometheus", "/jupyter", "/llm"],
+            "source": "error_fallback",
+        }
+
+
+@app.get(
+    "/system/container-monitor/status",
+    tags=["system"],
+    summary="Container monitor status",
+    description="Get the status of the container file monitor",
+)
+async def get_container_monitor_status():
+    """Get container monitor status information"""
+    try:
+        monitor = get_monitor()
+        status = monitor.get_status()
+        return status
+    except Exception as e:
+        logger.exception(f"Error getting container monitor status: {e}")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
 async def submit_file_metadata_internal(metadata: dict) -> uuid.UUID:
     """
     Internal function to handle metadata submission.
@@ -580,3 +1428,38 @@ async def submit_file_metadata_internal(metadata: dict) -> uuid.UUID:
     except Exception as e:
         logger.exception(e, message="Error submitting file metadata")
         raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@dapr_app.subscribe(pubsub="pubsub", topic="workflow-completed")
+async def process_workflow_completion(event: CloudEvent):
+    """Handler for workflow completion events to update container processing progress"""
+    try:
+        data = event.data
+        object_id = data.get("object_id")
+        originating_container_id = data.get("originating_container_id")
+        completed = data.get("completed", False)
+        file_size = data.get("file_size", 0)
+
+        logger.debug(
+            f"workflow-completed event received, object_id={object_id}, originating_container_id={originating_container_id}, completed={completed}"
+        )
+
+        if not object_id or not originating_container_id:
+            logger.warning("Workflow completion event missing required fields", data=data)
+            return
+
+        # Update container processing progress
+        all_complete = container_processor.update_container_workflow_progress(
+            originating_container_id, file_size=file_size, increment_completed=completed, increment_failed=not completed
+        )
+
+        if all_complete:
+            # Clean up in-memory progress tracking
+            container_processor.progress_tracker.cleanup(originating_container_id)
+
+            logger.info(
+                "Container processing completed", container_id=originating_container_id, final_object_id=object_id
+            )
+
+    except Exception as e:
+        logger.exception(e, message="Error processing workflow completion event", cloud_event=event)
diff --git a/projects/web_api/web_api/models/requests.py b/projects/web_api/web_api/models/requests.py
new file mode 100644
index 0000000..8d587bd
--- /dev/null
+++ b/projects/web_api/web_api/models/requests.py
@@ -0,0 +1,8 @@
+from pydantic import BaseModel
+
+
+class EnrichmentRequest(BaseModel):
+    object_id: str
+
+class CleanupRequest(BaseModel):
+    expiration: str | None = None  # ISO datetime or "all"
diff --git a/projects/web_api/web_api/models/responses.py b/projects/web_api/web_api/models/responses.py
new file mode 100644
index 0000000..a127d5d
--- /dev/null
+++ b/projects/web_api/web_api/models/responses.py
@@ -0,0 +1,143 @@
+from pydantic import BaseModel
+from datetime import datetime
+
+
+class EnrichmentResponse(BaseModel):
+    status: str
+    message: str
+    instance_id: str
+    object_id: str
+
+
+class BulkEnrichmentResponse(BaseModel):
+    status: str
+    message: str
+    total_files: int
+    enrichment_name: str
+
+
+class BulkEnrichmentStatusResponse(BaseModel):
+    status: str
+    start_time: str | None = None
+    end_time: str | None = None
+    total_files: int
+    processed: int
+    skipped: int
+    failed: int
+    current_file: str | None = None
+    cancelled: bool
+    error: str | None = None
+    progress_percentage: float
+    enrichment_name: str
+
+
+class BulkEnrichmentStopResponse(BaseModel):
+    status: str
+    message: str
+    enrichment_name: str
+
+
+class EnrichmentsListResponse(BaseModel):
+    modules: list[str]
+
+
+class WorkflowProcessingStats(BaseModel):
+    avg_seconds: float | None = None
+    min_seconds: float | None = None
+    max_seconds: float | None = None
+    p50_seconds: float | None = None
+    p90_seconds: float | None = None
+    p95_seconds: float | None = None
+    p99_seconds: float | None = None
+    samples_count: int | None = None
+
+
+class WorkflowMetrics(BaseModel):
+    completed_count: int
+    failed_count: int
+    total_processed: int
+    success_rate: float | None = None
+    processing_times: WorkflowProcessingStats | None = None
+
+
+class ActiveWorkflowDetail(BaseModel):
+    id: str
+    status: str
+    filename: str | None = None
+    object_id: str | None = None
+    timestamp: datetime | None = None
+    runtime_seconds: float | None = None
+    error: str | None = None
+
+
+class WorkflowStatusResponse(BaseModel):
+    active_workflows: int
+    status_counts: dict[str, int] | None = None
+    active_details: list[ActiveWorkflowDetail] = []
+    metrics: WorkflowMetrics
+    timestamp: str
+    error: str | None = None
+
+
+class FailedWorkflowsResponse(BaseModel):
+    failed_count: int
+    workflows: list[ActiveWorkflowDetail] = []
+    timestamp: str
+
+
+class ContainerSubmissionResponse(BaseModel):
+    container_id: str
+    message: str
+    estimated_files: int
+    estimated_size: int
+    filter_config: dict | None = None
+
+
+class ContainerStatusResponse(BaseModel):
+    container_id: str
+    status: str
+    progress_percent_files: float | None = None
+    progress_percent_bytes: float | None = None
+    processed_files: int
+    total_files: int
+    processed_bytes: int
+    total_bytes: int
+    current_file: str | None = None
+    started_at: str | None = None
+    error: str | None = None
+    filter_stats: dict | None = None
+
+
+class QueueMetrics(BaseModel):
+    total_messages: int
+    ready_messages: int
+    processing_messages: int
+    consumers: int
+    queue_exists: bool
+    memory_bytes: int
+    state: str
+    message_stats: dict
+    error: str | None = None
+
+
+class QueueSummary(BaseModel):
+    total_queued_messages: int
+    total_processing_messages: int
+    total_consumers: int
+    healthy_queues: int
+    total_queues_checked: int
+    bottleneck_queues: list[str]
+    queues_without_consumers: list[str]
+    total_memory_bytes: int
+
+
+class QueuesResponse(BaseModel):
+    queue_details: dict[str, QueueMetrics]
+    summary: QueueSummary
+    timestamp: str
+
+
+class SingleQueueResponse(BaseModel):
+    topic: str
+    metrics: QueueMetrics
+    timestamp: str
\ No newline at end of file
diff --git a/projects/web_api/web_api/queue_monitor.py b/projects/web_api/web_api/queue_monitor.py
new file mode 100644
index 0000000..746f015
--- /dev/null
+++ b/projects/web_api/web_api/queue_monitor.py
@@ -0,0 +1,509 @@
+# src/workflow/queue_monitor.py
+import asyncio
+import aiohttp
+import base64
+import os
+from typing import Optional, Dict, Any, List
+import structlog
+from datetime import datetime
+
+from dapr.clients import DaprClient
+
+logger = structlog.get_logger(__name__)
+
+class WorkflowQueueMonitor:
+    """Provides queue metrics via RabbitMQ Management HTTP API."""
+
+    TOPIC_TO_QUEUE_MAPPING = {
+        'file': 'file-enrichment-file',
+        'yara': 'file-enrichment-yara',
+        'dotnet-output': 'file-enrichment-dotnet-output',
+        'noseyparker-output': 'file-enrichment-noseyparker-output',
+        'workflow-completed': 'web-api-workflow-completed',
+        'alert': 'alerting-alert',
+        'dotnet-input': 'dotnet-service-dotnet-input',
+        'noseyparker-input': 'noseyparker-scanner-noseyparker-input',
+        'file_enriched': 'document-conversion-file_enriched'
+    }
+    DEFAULT_TOPICS = list(TOPIC_TO_QUEUE_MAPPING.keys())
+
+    def _resolve_queue_name(self, topic: str) -> str:
+        """Convert logical topic name to actual queue name"""
+        return self.TOPIC_TO_QUEUE_MAPPING.get(topic, topic)
+
+    def __init__(self):
+        self.management_url = "http://rabbitmq:15672/rabbitmq"
+        self._session = None
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="RABBITMQ_USER")
+            rabbitmq_user = secret.secret["RABBITMQ_USER"]
+            secret = client.get_secret(store_name="nemesis-secret-store", key="RABBITMQ_PASSWORD")
+            rabbitmq_password = secret.secret["RABBITMQ_PASSWORD"]
+
+        credentials = f"{rabbitmq_user}:{rabbitmq_password}"
+        encoded_credentials = base64.b64encode(credentials.encode()).decode()
+        self.auth_header = f"Basic {encoded_credentials}"
+
+    async def __aenter__(self):
+        """Async context manager for connection pooling"""
+        self._session = aiohttp.ClientSession(
+            headers={"Authorization": self.auth_header},
+            timeout=aiohttp.ClientTimeout(total=10)
+        )
+        return self
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        if self._session:
+            await self._session.close()
+
+    async def get_workflow_queue_metrics(self, topics: Optional[List[str]] = None) -> Dict[str, Any]:
+        """
+        Get comprehensive queue metrics for workflow topics.
+
+        Args:
+            topics: List of topic names to monitor. If None, uses DEFAULT_TOPICS.
+
+        Returns:
+            Dictionary containing queue metrics and summary statistics
+        """
+        if topics is None:
+            topics = self.DEFAULT_TOPICS.copy()
+
+        if not self._session:
+            raise RuntimeError("Monitor must be used as async context manager")
+
+        queue_metrics = {}
+        total_queued = 0
+        total_processing = 0
+        total_consumers = 0
+
+        for topic in topics:
+            try:
+                queue_name = self._resolve_queue_name(topic)
+                url = f"{self.management_url}/api/queues/%2f/{queue_name}"
+                async with self._session.get(url) as response:
+                    if response.status == 200:
+                        data = await response.json()
+
+                        messages = data.get('messages', 0)
+                        messages_ready = data.get('messages_ready', 0)
+                        messages_unacknowledged = data.get('messages_unacknowledged', 0)
+                        consumers = data.get('consumers', 0)
+
+                        queue_metrics[topic] = {
+                            'total_messages': messages,
+                            'ready_messages': messages_ready,
+                            'processing_messages': messages_unacknowledged,
+                            'consumers': consumers,
+                            'queue_exists': True,
+                            'memory_bytes': data.get('memory', 0),
+                            'state': data.get('state', 'running'),
+                            'message_stats': {
+                                'publish_rate': data.get('message_stats', {}).get('publish_details', {}).get('rate', 0),
+                                'deliver_rate': data.get('message_stats', {}).get('deliver_details', {}).get('rate', 0),
+                                'ack_rate': data.get('message_stats', {}).get('ack_details', {}).get('rate', 0)
+                            }
+                        }
+
+                        total_queued += messages_ready
+                        total_processing += messages_unacknowledged
+                        total_consumers += consumers
+
+                    elif response.status == 404:
+                        queue_metrics[topic] = {
+                            'total_messages': 0,
+                            'ready_messages': 0,
+                            'processing_messages': 0,
+                            'consumers': 0,
+                            'queue_exists': False,
+                            'memory_bytes': 0,
+                            'state': 'missing',
+                            'message_stats': {
+                                'publish_rate': 0,
+                                'deliver_rate': 0,
+                                'ack_rate': 0
+                            },
+                            'error': 'Queue not found'
+                        }
+                    else:
+                        logger.warning(f"Error getting queue {topic}: {response.status}")
+                        queue_metrics[topic] = {
+                            'total_messages': 0,
+                            'ready_messages': 0,
+                            'processing_messages': 0,
+                            'consumers': 0,
+                            'queue_exists': False,
+                            'memory_bytes': 0,
+                            'state': 'error',
+                            'message_stats': {
+                                'publish_rate': 0,
+                                'deliver_rate': 0,
+                                'ack_rate': 0
+                            },
+                            'error': f'HTTP {response.status}'
+                        }
+
+            except asyncio.TimeoutError:
+                logger.warning(f"Timeout getting queue metrics for {topic}")
+                queue_metrics[topic] = {
+                    'total_messages': 0,
+                    'ready_messages': 0,
+                    'processing_messages': 0,
+                    'consumers': 0,
+                    'queue_exists': False,
+                    'memory_bytes': 0,
+                    'state': 'timeout',
+                    'message_stats': {
+                        'publish_rate': 0,
+                        'deliver_rate': 0,
+                        'ack_rate': 0
+                    },
+                    'error': 'Timeout'
+                }
+            except Exception as e:
+                logger.error(f"Exception getting queue {topic}: {e}")
+                queue_metrics[topic] = {
+                    'total_messages': 0,
+                    'ready_messages': 0,
+                    'processing_messages': 0,
+                    'consumers': 0,
+                    'queue_exists': False,
+                    'memory_bytes': 0,
+                    'state': 'error',
+                    'message_stats': {
+                        'publish_rate': 0,
+                        'deliver_rate': 0,
+                        'ack_rate': 0
+                    },
+                    'error': str(e)
+                }
+
+        healthy_queues = sum(1 for q in queue_metrics.values() if q.get('queue_exists', False))
+        bottleneck_queues = [
+            topic for topic, metrics in queue_metrics.items()
+            if metrics.get('ready_messages', 0) > 10
+        ]
+        queues_without_consumers = [
+            topic for topic, metrics in queue_metrics.items()
+            if metrics.get('consumers', 0) == 0 and metrics.get('queue_exists', False)
+        ]
+
+        return {
+            'queue_details': queue_metrics,
+            'summary': {
+                'total_queued_messages': total_queued,
+                'total_processing_messages': total_processing,
+                'total_consumers': total_consumers,
+                'healthy_queues': healthy_queues,
+                'total_queues_checked': len(topics),
+                'bottleneck_queues': bottleneck_queues,
+                'queues_without_consumers': queues_without_consumers,
+                'total_memory_bytes': sum(q.get('memory_bytes', 0) for q in queue_metrics.values())
+            },
+            'timestamp': datetime.now().isoformat()
+        }
+
+    async def check_queue_health(self, topics: Optional[List[str]] = None) -> Dict[str, str]:
+        """
+        Quick health check for queues. Returns simple status for each.
+
+        Args:
+            topics: List of topic names to check. If None, uses DEFAULT_TOPICS.
+
+        Returns:
+            Dictionary mapping topic names to health status strings
+        """
+        if topics is None:
+            topics = self.DEFAULT_TOPICS.copy()
+
+        if not self._session:
+            raise RuntimeError("Monitor must be used as async context manager")
+
+        health_status = {}
+
+        for topic in topics:
+            try:
+                queue_name = self._resolve_queue_name(topic)
+                url = f"{self.management_url}/api/queues/%2f/{queue_name}"
+                async with self._session.get(url) as response:
+                    if response.status == 200:
+                        data = await response.json()
+                        consumers = data.get('consumers', 0)
+                        state = data.get('state', 'unknown')
+
+                        if state == 'running' and consumers > 0:
+                            health_status[topic] = 'healthy'
+                        elif state == 'running' and consumers == 0:
+                            health_status[topic] = 'no_consumers'
+                        else:
+                            health_status[topic] = f'unhealthy_{state}'
+                    elif response.status == 404:
+                        health_status[topic] = 'missing'
+                    else:
+                        health_status[topic] = f'error_http_{response.status}'
+            except asyncio.TimeoutError:
+                health_status[topic] = 'timeout'
+            except Exception:
+                health_status[topic] = 'error'
+
+        return health_status
+
+    async def get_single_queue_metrics(self, topic: str) -> Dict[str, Any]:
+        """
+        Get metrics for a single queue topic.
+
+        Args:
+            topic: The topic name to get metrics for
+
+        Returns:
+            Dictionary containing metrics for the single topic
+        """
+        queue_name = self._resolve_queue_name(topic)
+        result = await self.get_workflow_queue_metrics([topic])
+        return {
+            'topic': topic,
+            'queue_name': queue_name,
+            'metrics': result['queue_details'].get(topic, {}),
+            'timestamp': result['timestamp']
+        }
+
+    async def purge_all_workflow_queues(self, topics: Optional[List[str]] = None, confirm: bool = False) -> Dict[str, Any]:
+        """
+        Purge all messages from workflow queues.
+
+        WARNING: This will permanently delete all messages in the specified queues!
+
+        Args:
+            topics: List of topic names to purge. If None, uses DEFAULT_TOPICS.
+            confirm: Must be True to actually perform the purge (safety mechanism)
+
+        Returns:
+            Dictionary containing purge results for each queue
+        """
+        if not confirm:
+            raise ValueError("Must set confirm=True to actually purge queues. This operation cannot be undone!")
+
+        if topics is None:
+            topics = self.DEFAULT_TOPICS.copy()
+
+        if not self._session:
+            raise RuntimeError("Monitor must be used as async context manager")
+
+        purge_results = {}
+        total_purged = 0
+
+        logger.warning(f"Starting purge operation for {len(topics)} queues")
+
+        for topic in topics:
+            try:
+                queue_name = self._resolve_queue_name(topic)
+
+                # First get current message count
+                metrics_url = f"{self.management_url}/api/queues/%2f/{queue_name}"
+                async with self._session.get(metrics_url) as response:
+                    if response.status == 200:
+                        data = await response.json()
+                        messages_before = data.get('messages', 0)
+                    elif response.status == 404:
+                        purge_results[topic] = {
+                            'success': False,
+                            'messages_purged': 0,
+                            'error': 'Queue not found'
+                        }
+                        continue
+                    else:
+                        purge_results[topic] = {
+                            'success': False,
+                            'messages_purged': 0,
+                            'error': f'Cannot access queue: HTTP {response.status}'
+                        }
+                        continue
+
+                # Perform the purge
+                purge_url = f"{self.management_url}/api/queues/%2f/{queue_name}/contents"
+                async with self._session.delete(purge_url) as response:
+                    if response.status == 204:  # RabbitMQ returns 204 for successful purge
+                        purge_results[topic] = {
+                            'success': True,
+                            'messages_purged': messages_before,
+                            'queue_name': queue_name
+                        }
+                        total_purged += messages_before
+                        logger.info(f"Purged {messages_before} messages from queue {queue_name} (topic: {topic})")
+                    else:
+                        error_text = await response.text()
+                        purge_results[topic] = {
+                            'success': False,
+                            'messages_purged': 0,
+                            'error': f'Purge failed: HTTP {response.status} - {error_text}'
+                        }
+                        logger.error(f"Failed to purge queue {queue_name}: {response.status}")
+
+            except asyncio.TimeoutError:
+                purge_results[topic] = {
+                    'success': False,
+                    'messages_purged': 0,
+                    'error': 'Timeout during purge operation'
+                }
+                logger.error(f"Timeout purging queue for topic {topic}")
+            except Exception as e:
+                purge_results[topic] = {
+                    'success': False,
+                    'messages_purged': 0,
+                    'error': str(e)
+                }
+                logger.error(f"Exception purging queue for topic {topic}: {e}")
+
+        successful_purges = sum(1 for result in purge_results.values() if result['success'])
+
+        logger.warning(f"Purge operation completed: {successful_purges}/{len(topics)} queues purged, {total_purged} total messages deleted")
+
+        return {
+            'purge_results': purge_results,
+            'summary': {
+                'total_queues_attempted': len(topics),
+                'successful_purges': successful_purges,
+                'failed_purges': len(topics) - successful_purges,
+                'total_messages_purged': total_purged
+            },
+            'timestamp': datetime.now().isoformat()
+        }
+
+    async def purge_single_queue(self, topic: str, confirm: bool = False) -> Dict[str, Any]:
+        """
+        Purge all messages from a single queue.
+
+        WARNING: This will permanently delete all messages in the specified queue!
+
+        Args:
+            topic: The topic name to purge
+            confirm: Must be True to actually perform the purge (safety mechanism)
+
+        Returns:
+            Dictionary containing purge result for the queue
+        """
+        if not confirm:
+            raise ValueError("Must set confirm=True to actually purge queue. This operation cannot be undone!")
+
+        result = await self.purge_all_workflow_queues([topic], confirm=True)
+        queue_name = self._resolve_queue_name(topic)
+
+        return {
+            'topic': topic,
+            'queue_name': queue_name,
+            'result': result['purge_results'].get(topic, {}),
+            'timestamp': result['timestamp']
+        }
+
+    async def purge_all_rabbitmq_queues(self, confirm: bool = False, exclude_system_queues: bool = True) -> Dict[str, Any]:
+        """
+        Purge ALL queues in the RabbitMQ instance (not just workflow queues).
+
+        WARNING: This will permanently delete all messages from ALL queues in RabbitMQ!
+
+        Args:
+            exclude_system_queues: If True, excludes RabbitMQ system/management queues
+
+        Returns:
+            Dictionary containing purge results for all queues
+        """
+
+        if not self._session:
+            raise RuntimeError("Monitor must be used as async context manager")
+
+        # First, get all queues in the RabbitMQ instance
+        all_queues_url = f"{self.management_url}/api/queues"
+        async with self._session.get(all_queues_url) as response:
+            if response.status != 200:
+                raise RuntimeError(f"Failed to retrieve queue list: HTTP {response.status}")
+
+            queues_data = await response.json()
+
+        # Filter queues if needed
+        queue_names = []
+        for queue_info in queues_data:
+            queue_name = queue_info.get('name', '')
+            vhost = queue_info.get('vhost', '/')
+
+            # Skip queues not in default vhost
+            if vhost != '/':
+                continue
+
+            # Optionally exclude system queues
+            if exclude_system_queues and (
+                queue_name.startswith('amq.') or
+                queue_name.startswith('rabbitmq-') or
+                'management' in queue_name.lower()
+            ):
+                continue
+
+            queue_names.append(queue_name)
+
+        logger.warning(f"Starting purge operation for ALL {len(queue_names)} queues in RabbitMQ instance")
+
+        purge_results = {}
+        total_purged = 0
+
+        for queue_name in queue_names:
+            try:
+                # Get current message count
+                metrics_url = f"{self.management_url}/api/queues/%2f/{queue_name}"
+                async with self._session.get(metrics_url) as response:
+                    if response.status == 200:
+                        data = await response.json()
+                        messages_before = data.get('messages', 0)
+                    else:
+                        purge_results[queue_name] = {
+                            'success': False,
+                            'messages_purged': 0,
+                            'error': f'Cannot access queue: HTTP {response.status}'
+                        }
+                        continue
+
+                # Perform the purge
+                purge_url = f"{self.management_url}/api/queues/%2f/{queue_name}/contents"
+                async with self._session.delete(purge_url) as response:
+                    if response.status == 204:
+                        purge_results[queue_name] = {
+                            'success': True,
+                            'messages_purged': messages_before
+                        }
+                        total_purged += messages_before
+                        logger.info(f"Purged {messages_before} messages from queue {queue_name}")
+                    else:
+                        error_text = await response.text()
+                        purge_results[queue_name] = {
+                            'success': False,
+                            'messages_purged': 0,
+                            'error': f'Purge failed: HTTP {response.status} - {error_text}'
+                        }
+
+            except asyncio.TimeoutError:
+                purge_results[queue_name] = {
+                    'success': False,
+                    'messages_purged': 0,
+                    'error': 'Timeout during purge operation'
+                }
+            except Exception as e:
+                purge_results[queue_name] = {
+                    'success': False,
+                    'messages_purged': 0,
+                    'error': str(e)
+                }
+
+        successful_purges = sum(1 for result in purge_results.values() if result['success'])
+
+        logger.warning(f"Global purge operation completed: {successful_purges}/{len(queue_names)} queues purged, {total_purged} total messages deleted")
+
+        return {
+            'purge_results': purge_results,
+            'summary': {
+                'total_queues_attempted': len(queue_names),
+                'successful_purges': successful_purges,
+                'failed_purges': len(queue_names) - successful_purges,
+                'total_messages_purged': total_purged,
+                'excluded_system_queues': exclude_system_queues
+            },
+            'timestamp': datetime.now().isoformat()
+        }
\ No newline at end of file
diff --git a/projects/dotnet_api/pyproject.toml b/pyproject.toml
similarity index 54%
rename from projects/dotnet_api/pyproject.toml
rename to pyproject.toml
index dd5d85d..3504f20 100644
--- a/projects/dotnet_api/pyproject.toml
+++ b/pyproject.toml
@@ -1,53 +1,4 @@
-[tool.poetry]
-name = "dotnet_api"
-version = "0.1.0"
-description = "API for DotNet decompilation and analysis"
-readme = "README.md"
-
-[tool.poetry.dependencies]
-python = "^3.12"
-fastapi = "^0.115.6"
-structlog = "^25.1.0"
-pydantic = "^2.10.4"
-uvicorn = "^0.34.0"
-minio = "^7.2.14"
-common = { path = "../../libs/common", develop = true }
-
-[tool.poetry.group.dev.dependencies]
-ruff = "^0.9.2"
-
-[build-system]
-requires = ["poetry-core"]
-build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.scripts]
-dotnet_api = "dotnet_api.main:main"
-
 [tool.ruff]
-select = [
-    "E",   # pycodestyle errors
-    "W",   # pycodestyle warnings
-    "F",   # pyflakes
-    "I",   # isort
-    "C",   # flake8-comprehensions
-    "B",   # flake8-bugbear
-    "UP",  # pyupgrade
-    "NPY", # numpydoc
-    "A",   # flake8-annotations
-    "TCH001",   # Move application-only imports into TYPE_CHECKING block
-    "TCH002",   # Move third-party imports into TYPE_CHECKING block
-    "TCH003",   # Move standard library imports into TYPE_CHECKING block
-]
-ignore = [
-    "E501",  # line too long, handled by black
-    "B008",  # do not perform function calls in argument defaults
-    "C901",  # too complex
-    "W191",  # indentation contains tabs
-    "F722",  # syntax error in forward annotation
-    "UP007", # X | Y syntax while we're still supporting 3.9
-    "UP038", # isinstance() X | Y instance ^
-    "B905",  # zip() without strict (isn't supported in 3.9)
-]
 
 exclude = [
     ".bzr",
@@ -86,8 +37,33 @@ extend-select = [
     "I", # isort, added per instructions in the VS code extension (https://marketplace.visualstudio.com/items?itemName=charliermarsh.ruff)
 ]
 
+select = [
+    "E",     # pycodestyle errors
+    "W",     # pycodestyle warnings
+    "F",     # pyflakes
+    "I",     # isort
+    "C",     # flake8-comprehensions
+    "B",     # flake8-bugbear
+    "UP",    # pyupgrade
+    "NPY",   # numpydoc
+    "A",     # flake8-annotations
+    "TC001", # Move application-only imports into TYPE_CHECKING block
+    "TC002", # Move third-party imports into TYPE_CHECKING block
+    "TC003", # Move standard library imports into TYPE_CHECKING block
+]
+ignore = [
+    "E501",  # line too long, handled by black
+    "B008",  # do not perform function calls in argument defaults
+    "C901",  # too complex
+    "W191",  # indentation contains tabs
+    "F722",  # syntax error in forward annotation
+    "UP007", # X | Y syntax while we're still supporting 3.9
+    "UP038", # isinstance() X | Y instance ^
+    "B905",  # zip() without strict (isn't supported in 3.9)
+]
+
 [tool.ruff.format]
 quote-style = "double"
 indent-style = "space"
 skip-magic-trailing-comma = false
-line-ending = "auto"
\ No newline at end of file
+line-ending = "auto"
diff --git a/tools/generate-version.sh b/tools/generate-version.sh
new file mode 100755
index 0000000..5be9be8
--- /dev/null
+++ b/tools/generate-version.sh
@@ -0,0 +1,56 @@
+#!/bin/bash
+
+# Generate version.json with git and build information
+
+OUTPUT_FILE="${1:-version.json}"
+BUILD_SOURCE="${2:-local}"
+
+# Get git information
+GIT_SHA=$(git rev-parse HEAD 2>/dev/null || echo "unknown")
+GIT_SHA_SHORT=$(git rev-parse --short HEAD 2>/dev/null || echo "unknown")
+GIT_BRANCH=$(git rev-parse --abbrev-ref HEAD 2>/dev/null || echo "unknown")
+GIT_TAG=$(git describe --tags --exact-match 2>/dev/null || echo "")
+GIT_DIRTY=$(git diff --quiet 2>/dev/null || echo "true")
+
+# Check if working directory is clean
+if [ -z "$GIT_DIRTY" ]; then
+    GIT_DIRTY="false"
+else
+    GIT_DIRTY="true"
+fi
+
+# Get build timestamp
+BUILD_TIMESTAMP=$(date -u +"%Y-%m-%dT%H:%M:%SZ")
+
+# Get last commit timestamp
+if [ "$GIT_SHA" != "unknown" ]; then
+    COMMIT_TIMESTAMP=$(git log -1 --format=%cI 2>/dev/null || echo "")
+    COMMIT_MESSAGE=$(git log -1 --pretty=%B 2>/dev/null | head -n 1 || echo "")
+    COMMIT_AUTHOR=$(git log -1 --pretty=format:'%an' 2>/dev/null || echo "")
+else
+    COMMIT_TIMESTAMP=""
+    COMMIT_MESSAGE=""
+    COMMIT_AUTHOR=""
+fi
+
+# Create JSON output
+cat > "$OUTPUT_FILE" <<EOF
+{
+  "git": {
+    "sha": "$GIT_SHA",
+    "shaShort": "$GIT_SHA_SHORT",
+    "branch": "$GIT_BRANCH",
+    "tag": "$GIT_TAG",
+    "dirty": $GIT_DIRTY,
+    "commitTimestamp": "$COMMIT_TIMESTAMP",
+    "commitMessage": "$COMMIT_MESSAGE",
+    "commitAuthor": "$COMMIT_AUTHOR"
+  },
+  "build": {
+    "timestamp": "$BUILD_TIMESTAMP",
+    "source": "$BUILD_SOURCE"
+  }
+}
+EOF
+
+echo "Version information written to $OUTPUT_FILE"
\ No newline at end of file
diff --git a/tools/monitor_folder.sh b/tools/monitor_folder.sh
index 5d9ef87..c80d5fb 100755
--- a/tools/monitor_folder.sh
+++ b/tools/monitor_folder.sh
@@ -14,8 +14,18 @@ CLI_OPTIONS=""
 FOUND_DIRECTORY=false
 
 for arg in "$@"; do
+    # Check for help flags first
+    if [[ "$arg" == "--help" || "$arg" == "-h" ]]; then
+        # Pass help flag to the underlying CLI tool
+        docker run \
+          --rm \
+          -ti \
+          --network "$NEMESIS_NETWORK" \
+          "$NEMESIS_CLI_IMAGE" \
+          monitor --help
+        exit 0
     # Check if argument is a directory path
-    if [[ -d "$arg" ]]; then
+    elif [[ -d "$arg" ]]; then
         # It's a directory - this is what we'll monitor
         if [ "$FOUND_DIRECTORY" = true ]; then
             echo "Error: monitor command only accepts one directory path"
diff --git a/tools/nemesis-ctl.sh b/tools/nemesis-ctl.sh
index 7e5d410..4d68fb4 100755
--- a/tools/nemesis-ctl.sh
+++ b/tools/nemesis-ctl.sh
@@ -25,6 +25,7 @@ Options:
   --build         Build images before starting (not for 'stop' or 'clean' actions).
   --monitoring    Enable the monitoring profile (Grafana, Prometheus).
   --jupyter       Enable the Jupyter profile.
+  --llm           Enable the LLM services profile.
 
 Examples:
   # Start production services with monitoring
@@ -76,6 +77,7 @@ fi
 BUILD=false
 MONITORING=false
 JUPYTER=false
+LLM=false
 
 # Parse optional flags
 while [[ "$#" -gt 0 ]]; do
@@ -83,6 +85,7 @@ while [[ "$#" -gt 0 ]]; do
     --build) BUILD=true; shift ;;
     --monitoring) MONITORING=true; shift ;;
     --jupyter) JUPYTER=true; shift ;;
+    --llm) LLM=true; shift ;;
     *) echo "Unknown option: $1" >&2; echo "" >&2; usage ;;
   esac
 done
@@ -123,6 +126,10 @@ if [ "$JUPYTER" = "true" ]; then
   DOCKER_CMD+=("--profile" "jupyter")
 fi
 
+if [ "$LLM" = "true" ]; then
+  DOCKER_CMD+=("--profile" "llm")
+fi
+
 # 2. Handle Environment-specific files
 if [ "$ENVIRONMENT" = "prod" ]; then
   DOCKER_CMD+=("-f" "compose.yaml")
@@ -140,6 +147,10 @@ fi
 if [ "$ACTION" = "start" ]; then
   echo "--- Preparing to Start Services for '$ENVIRONMENT' environment ---"
 
+  # Generate version.json for local builds
+  echo "Generating version information..."
+  "${SCRIPT_DIR}/generate-version.sh" "${COMPOSE_DIR}/version.json" "local"
+
   if [ "$BUILD" = "true" ]; then
     # Base images must be built for both dev and prod before starting
     echo "Ensuring base images are built..."
diff --git a/tools/submit.sh b/tools/submit.sh
index a2f6e62..a25c061 100755
--- a/tools/submit.sh
+++ b/tools/submit.sh
@@ -10,9 +10,43 @@ DOCKER_ARGS=""
 SUBMIT_ARGS=""
 CLI_OPTIONS=""
 
-for arg in "$@"; do
-    # Check if argument is a file or directory path
-    if [[ -f "$arg" ]]; then
+# Options that don't take a value (flags only)
+OPTIONS_WITHOUT_VALUES=("--debug" "--recursive" "-r" "--container" "--help")
+
+i=0
+args=("$@")
+while [[ $i -lt ${#args[@]} ]]; do
+    arg="${args[$i]}"
+    
+    # Check if this is a flag (no value needed)
+    is_flag=false
+    for opt in "${OPTIONS_WITHOUT_VALUES[@]}"; do
+        if [[ "$arg" == "$opt" ]]; then
+            is_flag=true
+            break
+        fi
+    done
+    
+    if [[ "$arg" == --* || "$arg" == -* ]] && [[ $is_flag == false ]]; then
+        # This option takes a value, so we need to handle both the option and its value
+        CLI_OPTIONS="$CLI_OPTIONS $arg"
+        i=$((i + 1))
+        if [[ $i -lt ${#args[@]} ]]; then
+            value="${args[$i]}"
+            
+            # Special handling for --filters option - mount the file if it exists
+            if [[ "$arg" == "--filters" && -f "$value" ]]; then
+                ABS_PATH=$(realpath "$value")
+                DOCKER_ARGS="$DOCKER_ARGS -v $ABS_PATH:/data/$(basename "$ABS_PATH")"
+                CLI_OPTIONS="$CLI_OPTIONS /data/$(basename "$ABS_PATH")"
+            else
+                CLI_OPTIONS="$CLI_OPTIONS $value"
+            fi
+        fi
+    elif [[ "$arg" == --* || "$arg" == -* ]]; then
+        # This is a flag (no value needed)
+        CLI_OPTIONS="$CLI_OPTIONS $arg"
+    elif [[ -f "$arg" ]]; then
         # It's a file
         ABS_PATH=$(realpath "$arg")
         DOCKER_ARGS="$DOCKER_ARGS -v $ABS_PATH:/data/$(basename "$ABS_PATH")"
@@ -23,9 +57,11 @@ for arg in "$@"; do
         DOCKER_ARGS="$DOCKER_ARGS -v $ABS_PATH:/data/$(basename "$ABS_PATH")"
         SUBMIT_ARGS="$SUBMIT_ARGS /data/$(basename "$ABS_PATH")"
     else
-        # It's a CLI option (not a file or directory)
+        # Treat as a regular argument
         CLI_OPTIONS="$CLI_OPTIONS $arg"
     fi
+    
+    i=$((i + 1))
 done
 
 # Run the Docker command
diff --git a/total_docker_reset.sh b/total_docker_reset.sh
new file mode 100755
index 0000000..285ef69
--- /dev/null
+++ b/total_docker_reset.sh
@@ -0,0 +1,23 @@
+#!/bin/bash
+
+# Stop all containers
+docker stop $(docker ps -aq)
+
+# Remove all containers
+docker rm $(docker ps -aq)
+
+# Remove all images
+docker rmi $(docker images -q) -f
+
+# Remove all volumes
+docker volume rm $(docker volume ls -q)
+
+# Remove all networks (except default ones)
+docker network rm $(docker network ls -q -f type=custom)
+
+# Clean up build cache (this was missing!)
+docker builder prune -a -f
+docker buildx prune -a -f
+
+# Final cleanup of any dangling resources
+docker system prune -a --volumes -f

From b59e5979d92b943e1d586fec9fd01a03a40be32f Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 15:32:25 -0700
Subject: [PATCH 002/279] Update GitHub build workflows for new containers

- Update GitHub build workflows
---
 .github/workflows/docker-build-base.yml | 47 -------------------------
 .github/workflows/docker-build.yml      | 36 +++++++++----------
 2 files changed, 18 insertions(+), 65 deletions(-)

diff --git a/.github/workflows/docker-build-base.yml b/.github/workflows/docker-build-base.yml
index d993ed8..4da6fc5 100644
--- a/.github/workflows/docker-build-base.yml
+++ b/.github/workflows/docker-build-base.yml
@@ -5,7 +5,6 @@ on:
     branches: [ "main" ]
     paths:
       - 'infra/docker/python_base/**'
-      - 'projects/InspectAssembly/**'
   workflow_dispatch:
 
 env:
@@ -91,29 +90,6 @@ jobs:
           cache-from: type=gha,scope=python-base-prod-${{ matrix.arch }}
           cache-to: type=gha,mode=max,scope=python-base-prod-${{ matrix.arch }}
 
-      # InspectAssembly Base Image
-      - name: Extract metadata for InspectAssembly image
-        id: meta-inspect-assembly
-        uses: docker/metadata-action@v5
-        with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_PREFIX }}/inspect-assembly
-          tags: |
-            type=sha,format=short,suffix=-${{ matrix.arch }}
-            type=ref,event=branch,suffix=-${{ matrix.arch }}
-            type=raw,value=latest-${{ matrix.arch }},enable={{is_default_branch}}
-
-      - name: Build and push InspectAssembly image
-        uses: docker/build-push-action@v5
-        with:
-          context: ./projects/InspectAssembly
-          file: ./projects/InspectAssembly/Dockerfile
-          push: true
-          platforms: ${{ matrix.platform }}
-          tags: ${{ steps.meta-inspect-assembly.outputs.tags }}
-          labels: ${{ steps.meta-inspect-assembly.outputs.labels }}
-          cache-from: type=gha,scope=inspect-assembly-${{ matrix.arch }}
-          cache-to: type=gha,mode=max,scope=inspect-assembly-${{ matrix.arch }}
-
   # Create multi-arch manifests
   create-manifests:
     needs: build-base-images
@@ -175,26 +151,3 @@ jobs:
                 "${tag}-arm64"
             fi
           done
-
-      # InspectAssembly Manifest
-      - name: Extract metadata for InspectAssembly manifest
-        id: meta-inspect-assembly
-        uses: docker/metadata-action@v5
-        with:
-          images: ${{ env.REGISTRY }}/${{ env.IMAGE_PREFIX }}/inspect-assembly
-          tags: |
-            type=sha,format=short
-            type=ref,event=branch
-            type=raw,value=latest,enable={{is_default_branch}}
-
-      - name: Create and push InspectAssembly multi-arch manifest
-        run: |
-          echo '${{ steps.meta-inspect-assembly.outputs.tags }}' | while IFS= read -r tag; do
-            if [ -n "$tag" ]; then
-              echo "Creating manifest for: $tag"
-              docker buildx imagetools create \
-                --tag "$tag" \
-                "${tag}-amd64" \
-                "${tag}-arm64"
-            fi
-          done
\ No newline at end of file
diff --git a/.github/workflows/docker-build.yml b/.github/workflows/docker-build.yml
index 165c467..7937037 100644
--- a/.github/workflows/docker-build.yml
+++ b/.github/workflows/docker-build.yml
@@ -24,36 +24,36 @@ jobs:
       matrix:
         runner: [ubuntu-22.04, ubuntu-22.04-arm]
         service:
-          - name: web-api
+          - name: agents
             context: .
-            dockerfile: ./projects/web_api/Dockerfile
-          - name: dotnet-api
+            dockerfile: ./projects/agents/Dockerfile
+          - name: alerting
             context: .
-            dockerfile: ./projects/dotnet_api/Dockerfile
+            dockerfile: ./projects/alerting/Dockerfile
+          - name: cli
+            context: .
+            dockerfile: ./projects/cli/Dockerfile
+          - name: document-conversion
+            context: .
+            dockerfile: ./projects/document_conversion/Dockerfile
+          - name: dotnet-service
+            context: .
+            dockerfile: ./projects/dotnet_service/Dockerfile
           - name: file-enrichment
             context: .
             dockerfile: ./projects/file_enrichment/Dockerfile
           - name: frontend
             context: ./projects/frontend
             dockerfile: ./projects/frontend/Dockerfile
-          - name: jupyter
-            context: ./projects/jupyter
-            dockerfile: ./projects/jupyter/Dockerfile
-          - name: alerting
-            context: .
-            dockerfile: ./projects/alerting/Dockerfile
-          - name: triage
-            context: .
-            dockerfile: ./projects/triage/Dockerfile
-          - name: cli
-            context: .
-            dockerfile: ./projects/cli/Dockerfile
           - name: housekeeping
             context: .
             dockerfile: ./projects/housekeeping/Dockerfile
-          - name: document-conversion
+          - name: jupyter
+            context: ./projects/jupyter
+            dockerfile: ./projects/jupyter/Dockerfile
+          - name: web-api
             context: .
-            dockerfile: ./projects/document_conversion/Dockerfile
+            dockerfile: ./projects/web_api/Dockerfile
 
     steps:
       - name: Checkout repository

From 0b520911ce577191a9f964b1b22f6c74bfb06772 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 15:51:17 -0700
Subject: [PATCH 003/279] Finding Modal display fix

- Finding Modal display fix
---
 .../src/components/Findings/FindingModal.jsx        | 13 ++++++++++++-
 1 file changed, 12 insertions(+), 1 deletion(-)

diff --git a/projects/frontend/src/components/Findings/FindingModal.jsx b/projects/frontend/src/components/Findings/FindingModal.jsx
index 8e594ff..c8aeb73 100644
--- a/projects/frontend/src/components/Findings/FindingModal.jsx
+++ b/projects/frontend/src/components/Findings/FindingModal.jsx
@@ -24,7 +24,18 @@ const FindingModal = ({
     : { type: 'string', data: 'No data available' };
   
   // Handle case where data is an array (common format) - take first element
-  const findingData = Array.isArray(parsedData) ? parsedData[0] : parsedData;
+  let findingData = Array.isArray(parsedData) ? parsedData[0] : parsedData;
+  
+  // Handle double JSON encoding - if findingData is still a string, parse it again
+  if (typeof findingData === 'string') {
+    try {
+      findingData = JSON.parse(findingData);
+    } catch (e) {
+      // If parsing fails, treat it as plain text
+      findingData = { type: 'string', data: findingData };
+    }
+  }
+  
   const readableData = findingData.type === 'finding_summary'
     ? { type: 'string', data: findingData.metadata.summary }
     : findingData;

From 8034abcedb65b97a10ce6ad54f2ab841faa811c3 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 16:09:16 -0700
Subject: [PATCH 004/279] Update README.md

---
 projects/cli/README.md | 29 +++++++++++++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/projects/cli/README.md b/projects/cli/README.md
index 06c6fc4..e08d93c 100644
--- a/projects/cli/README.md
+++ b/projects/cli/README.md
@@ -124,3 +124,32 @@ Alternatively, you can build the production image and run it with the following:
 ```bash
 docker compose -f compose.yaml -f compose.prod.build.yaml run --rm cli
 ```
+
+
+# Using submit.sh (in dev)
+## Building the dev image
+1. Navigate to the cli directory. Perform all the following steps from this directory.
+```bash
+cd Nemesis/projects/cli
+```
+
+2. Build the base images:
+```bash
+docker compose -f ../../compose.base.yaml build
+```
+
+3. Build the nemesis-cli image:
+```bash
+docker build -t nemesis-cli --target dev --no-cache -f Dockerfile ../..
+```
+
+4. Export NEMESIS_CLI_IMAGE
+```bash
+export NEMESIS_CLI_IMAGE=nemesis-cli:latest
+```
+
+5. Run ./submit.sh as normal:
+```bash
+cd ../..
+./tools/submit.sh --help
+```

From 414788be387f15f1e1ff2de77b55cf4accfeab1b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 16:17:19 -0700
Subject: [PATCH 005/279] Added "Containers" documentation

- Added "Containers" documentation
- Linting for web_api/large_containers.py
---
 docs/containers.md                            |  88 ++++
 docs/images/containers_dashboard.png          | Bin 0 -> 287062 bytes
 .../extract_process_container_contents.png    | Bin 0 -> 433486 bytes
 projects/web_api/web_api/large_containers.py  | 428 +++++++++---------
 4 files changed, 309 insertions(+), 207 deletions(-)
 create mode 100644 docs/containers.md
 create mode 100644 docs/images/containers_dashboard.png
 create mode 100644 docs/images/extract_process_container_contents.png

diff --git a/docs/containers.md b/docs/containers.md
new file mode 100644
index 0000000..f169a93
--- /dev/null
+++ b/docs/containers.md
@@ -0,0 +1,88 @@
+# Containers
+
+Nemesis has the ability to process the files extracted/carved from various container formats _without_ saving the container itself to the internal datalake. This is useful the the following situations:
+
+- When you want to process a large number of files without doubling the storage (storing .zip + extracted files)
+- When you want to process large "containers" like forensic disk images
+
+## Submitting Containers
+
+### "Regular" Containers
+
+To process a regular container, you have two options. First, you can submit the .zip/etc. as normal, and then click "Extract/Process Container Contents" on the file viewer page:
+
+![Extract/Process Container Contents](images/extract_process_container_contents.png)
+
+Alternatively, you can configure and drop containers into the mounted folder as described in the **"Large" Containers** section below.
+
+You can also submit the container with the `nemesis-cli` (and `./tools/submit.sh` script) with something like (note the --container flag):
+
+```bash
+% ./tools/submit.sh --project PROJECT-123 --source DEV --container zip_test.zip
+Uploading (✓:1 ✗:0 | 1.59 KB): 100%|██████████| 1/1 [00:00<00:00]
+INFO
+Upload Summary:
+INFO     ────────────────────────────────────────
+INFO     Total Files:     1
+INFO     Successful:      1
+INFO     Failed:          0
+INFO     Success Rate:    100.0%
+INFO     Total Uploaded:  1.59 KB
+```
+
+### "Large" Containers
+
+For large things like disk images, a straight REST API doesn't cut it - lots of things mess up. Getting a multi-gigabyte file into Nemesis can be a challenge, but the current process uses a mountained container and large container monitoring abilities in the `web-api` service.
+
+In order to process really large containers, first create a folder on your host and set the MOUNTED_CONTAINER_PATH ENV variable to that path. This folder is mounted into the `web-api` and will process containers that appear there (after they're done copying in). Then just start Nemesis and copy containers into that folder, it's that easy!
+
+Wait, but what about metadata?
+
+#### Large Container Configs/Metadata
+
+Since we're changing the normal way we submit files, we need a new way to pass metadata into Nemesis for a disk image/large container. In order to accomplish this, we support a YAML-based metadata file format that can be placed in the parent folder, or any sub folders. This file can be named config.[yaml|yml] or settings.[yaml|yml] and takes the form:
+
+```yaml
+metadata:
+  project: project123
+  agent: collector
+  source: BLAH
+file_filters:
+  pattern_type: regex
+  include:
+    - "^(?:[A-Za-z]://|/)?[Ww]indows/[Ss]ystem32/config/"
+  exclude:
+    - "^(?:[A-Za-z]://|/)?[Ww]indows/"
+```
+
+The metadata will be passed through for every file carved from the container. The optional `file_filters` allow you specify which extracted/carved files to include, or not include, for processing.
+
+The logic for inclusion varies based on which patterns are provided:
+
+1. No filters: Include everything
+2. Only include patterns: Only include files matching include patterns (allowlist mode)
+3. Only exclude patterns: Include everything except files matching exclude patterns (blocklist mode)
+4. Both include and exclude: Include everything, apply excludes, then re-include matches from include patterns (exception mode)
+
+This creates a natural hierarchy where include patterns act as exceptions to exclusions when both are present.
+
+You can also create sub-directories in the submission folder, for example:
+
+```
+MOUNTED_CONTAINER_PATH  /   settings.yaml
+                        /   disk1.dd
+                        /   windows /
+                                    / settings.yaml
+                                    / windows_disk.dd
+```
+
+In this case, the `settings.yaml` closest to the hierarchy of the file takes precedence - the "windows_disk.dd" will use the settings.yaml in its current folder, but would use the MOUNTED_CONTAINER_PATH/settings.yaml file if one wasn't present lower down. This lets you create a nested structure with multiple config options depending on where you drop your disk image.
+
+
+## Tracking Containers
+
+Whether a container is submitted via the cli or the mounted folder option, it will appear in the "Containers" page accessible from the left navigation page:
+
+![Containers Dashboard](images/containers_dashboard.png)
+
+This page will show the status of the container file extraction, and lets you filter by various fields.
\ No newline at end of file
diff --git a/docs/images/containers_dashboard.png b/docs/images/containers_dashboard.png
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HcmV?d00001

diff --git a/projects/web_api/web_api/large_containers.py b/projects/web_api/web_api/large_containers.py
index 9a22dab..8a819e8 100644
--- a/projects/web_api/web_api/large_containers.py
+++ b/projects/web_api/web_api/large_containers.py
@@ -1,20 +1,20 @@
 import json
 import os
 import re
-import zipfile
 import tempfile
+import zipfile
+from datetime import UTC, datetime, timedelta
 from pathlib import Path
-from datetime import datetime, timezone, timedelta
-from typing import Any, Dict, List, Optional
+from typing import Any
 
+import psycopg
 import pytsk3
 import structlog
 from common.models import File as FileModel
 from common.models2.api import FileFilters
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-from fastapi import HTTPException, UploadFile
-import psycopg
+from fastapi import HTTPException
 
 logger = structlog.get_logger(module=__name__)
 
@@ -24,8 +24,10 @@ DAPR_STORE_NAME = "container_processing"
 MOUNTED_CONTAINER_PATH = os.getenv("MOUNTED_CONTAINER_PATH", "/mounted-containers/")
 DEFAULT_EXPIRATION_DAYS = int(os.getenv("DEFAULT_EXPIRATION_DAYS", 100))
 
+
 class ContainerStatus:
     """Container processing status enumeration"""
+
     SUBMITTED = "submitted"
     PROCESSING = "processing"
     EXTRACTING = "extracting"
@@ -36,6 +38,7 @@ class ContainerStatus:
 
 class ContainerType:
     """Supported container types"""
+
     ZIP = "zip"
     DD_IMAGE = "dd_image"
 
@@ -44,7 +47,7 @@ class ContainerProgress:
     """In-memory progress tracking for container processing"""
 
     def __init__(self):
-        self._progress: Dict[str, Dict[str, Any]] = {}
+        self._progress: dict[str, dict[str, Any]] = {}
 
     def initialize(self, container_id: str, total_files: int, total_bytes: int):
         """Initialize progress tracking for a container"""
@@ -54,7 +57,7 @@ class ContainerProgress:
             "processed_files": 0,
             "processed_bytes": 0,
             "current_file": None,
-            "started_at": datetime.now()
+            "started_at": datetime.now(),
         }
 
     def update_file_progress(self, container_id: str, filename: str, file_size: int):
@@ -65,7 +68,7 @@ class ContainerProgress:
             progress["processed_bytes"] += file_size
             progress["current_file"] = filename
 
-    def get_progress(self, container_id: str) -> Optional[Dict[str, Any]]:
+    def get_progress(self, container_id: str) -> dict[str, Any] | None:
         """Get current progress for a container"""
         return self._progress.get(container_id)
 
@@ -73,15 +76,16 @@ class ContainerProgress:
         """Clean up progress tracking for completed container"""
         self._progress.pop(container_id, None)
 
-    def get_container_info(self, container_id: str) -> Optional[Dict[str, Any]]:
+    def get_container_info(self, container_id: str) -> dict[str, Any] | None:
         """Get container info including originating container ID"""
         return self._progress.get(container_id, {}).get("container_info")
 
-    def set_container_info(self, container_id: str, container_info: Dict[str, Any]):
+    def set_container_info(self, container_id: str, container_info: dict[str, Any]):
         """Set container info for tracking"""
         if container_id in self._progress:
             self._progress[container_id]["container_info"] = container_info
 
+
 class BaseContainerExtractor:
     """Base class for container extractors"""
 
@@ -92,25 +96,21 @@ class BaseContainerExtractor:
         self.container_id = None
         self.file_metadata = None
         self.file_filter = None
-        self.filter_stats = {
-            "files_processed": 0,
-            "files_skipped_by_filter": 0,
-            "files_skipped_by_error": 0
-        }
+        self.filter_stats = {"files_processed": 0, "files_skipped_by_filter": 0, "files_skipped_by_error": 0}
 
-    def set_container_info(self, container_id: str, file_metadata: Dict[str, Any]):
+    def set_container_info(self, container_id: str, file_metadata: dict[str, Any]):
         """Set container processing information"""
         self.container_id = container_id
         self.file_metadata = file_metadata
 
         # Handle timestamp - use current UTC time if not provided
         if self.file_metadata.get("timestamp") is None:
-            current_utc = datetime.now(timezone.utc)
+            current_utc = datetime.now(UTC)
             self.file_metadata["timestamp"] = current_utc.isoformat()
 
         # Handle expiration - use timestamp + DEFAULT_EXPIRATION_DAYS if not provided
         if self.file_metadata.get("expiration") is None:
-            expiration_dt = datetime.now(timezone.utc) + timedelta(days=DEFAULT_EXPIRATION_DAYS)
+            expiration_dt = datetime.now(UTC) + timedelta(days=DEFAULT_EXPIRATION_DAYS)
             self.file_metadata["expiration"] = expiration_dt.isoformat()
 
         # Initialize file filter if provided
@@ -119,11 +119,11 @@ class BaseContainerExtractor:
             if isinstance(filters, dict):
                 filters = FileFilters(**filters)
             self.file_filter = FilePathFilter(filters)
-            
+
             logger.info(
                 "File filters configured for container",
                 container_id=container_id,
-                filter_stats=self.file_filter.get_filter_stats()
+                filter_stats=self.file_filter.get_filter_stats(),
             )
         else:
             self.file_filter = FilePathFilter()  # No filters
@@ -131,7 +131,7 @@ class BaseContainerExtractor:
     def should_process_file(self, file_path: str) -> bool:
         """Check if a file should be processed based on filters"""
         should_include = self.file_filter.should_include_file(file_path)
-        
+
         if not should_include:
             self.filter_stats["files_skipped_by_filter"] += 1
         #     logger.debug(
@@ -145,7 +145,7 @@ class BaseContainerExtractor:
         #         container_id=self.container_id,
         #         file_path=file_path
         #     )
-        
+
         return should_include
 
     def publish_file_message(self, temp_file_path: str, object_id: str, real_path: str):
@@ -173,25 +173,21 @@ class BaseContainerExtractor:
 
         # Update progress and stats
         file_size = os.path.getsize(temp_file_path)
-        self.progress_tracker.update_file_progress(
-            self.container_id,
-            os.path.basename(real_path),
-            file_size
-        )
+        self.progress_tracker.update_file_progress(self.container_id, os.path.basename(real_path), file_size)
         self.filter_stats["files_processed"] += 1
 
         logger.info(
             "Published file message for extracted file",
             container_id=self.container_id,
             object_id=object_id,
-            path=real_path
+            path=real_path,
         )
 
     def get_processing_stats(self) -> dict:
         """Get processing statistics including filter stats"""
         return {
             **self.filter_stats,
-            "filter_config": self.file_filter.get_filter_stats() if self.file_filter else {"filters_enabled": False}
+            "filter_config": self.file_filter.get_filter_stats() if self.file_filter else {"filters_enabled": False},
         }
 
     def extract_and_process(self, container_file_path: Path) -> int:
@@ -205,20 +201,20 @@ class BaseContainerExtractor:
 
 class FilePathFilter:
     """Handles file path filtering with glob and regex patterns"""
-    
-    def __init__(self, filters: Optional[FileFilters] = None):
+
+    def __init__(self, filters: FileFilters | None = None):
         self.filters = filters
         self.compiled_regex_include_patterns = []
         self.compiled_regex_exclude_patterns = []
-        
+
         if filters:
             self._compile_regex_patterns()
-    
+
     def _compile_regex_patterns(self):
         """Pre-compile regex patterns for performance (only used when pattern_type is 'regex')"""
         if not self.filters or self.filters.pattern_type != "regex":
             return
-            
+
         if self.filters.include:
             self.compiled_regex_include_patterns = [
                 re.compile(pattern, re.IGNORECASE) for pattern in self.filters.include
@@ -227,30 +223,30 @@ class FilePathFilter:
             self.compiled_regex_exclude_patterns = [
                 re.compile(pattern, re.IGNORECASE) for pattern in self.filters.exclude
             ]
-    
+
     def normalize_path(self, path: str) -> str:
         """Normalize path separators and format for consistent matching"""
         # Convert backslashes to forward slashes
-        normalized = path.replace('\\', '/')
-        
+        normalized = path.replace("\\", "/")
+
         # Remove leading slash for consistency
-        if normalized.startswith('/'):
+        if normalized.startswith("/"):
             normalized = normalized[1:]
-            
+
         return normalized
-    
+
     def _matches_glob_pattern(self, normalized_path: str, pattern: str) -> bool:
         """Check if path matches a glob pattern using glob.fnmatch.filter"""
         return Path(normalized_path).match(pattern)
-    
-    def _matches_glob_patterns(self, normalized_path: str, patterns: List[str]) -> bool:
+
+    def _matches_glob_patterns(self, normalized_path: str, patterns: list[str]) -> bool:
         """Check if path matches any glob pattern in the list"""
         for pattern in patterns:
             if self._matches_glob_pattern(normalized_path, pattern):
                 return True
         return False
-    
-    def _matches_regex_patterns(self, normalized_path: str, compiled_patterns: List[re.Pattern]) -> bool:
+
+    def _matches_regex_patterns(self, normalized_path: str, compiled_patterns: list[re.Pattern]) -> bool:
         """Check if path matches any compiled regex pattern"""
         for pattern in compiled_patterns:
             if pattern.search(normalized_path):
@@ -260,30 +256,30 @@ class FilePathFilter:
     def should_include_file(self, file_path: str) -> bool:
         """
         Determine if a file should be included based on include/exclude patterns.
-        
+
         Logic based on which patterns are provided:
-        
+
         1. No filters: Include everything
         2. Only include patterns: Only include files matching include patterns (allowlist mode)
-        3. Only exclude patterns: Include everything except files matching exclude patterns (blocklist mode)  
+        3. Only exclude patterns: Include everything except files matching exclude patterns (blocklist mode)
         4. Both include and exclude: Include everything, apply excludes, then re-include matches from include patterns (exception mode)
-        
+
         This creates a natural hierarchy where include patterns act as exceptions to exclusions when both are present.
-        
+
         Args:
             file_path: The file path to check
-            
+
         Returns:
             bool: True if file should be included, False if it should be skipped
         """
         if not self.filters:
             return True
-            
+
         normalized_path = self.normalize_path(file_path)
-        
+
         has_include_patterns = self.filters.include and len(self.filters.include) > 0
         has_exclude_patterns = self.filters.exclude and len(self.filters.exclude) > 0
-        
+
         # Check if file matches include patterns
         include_match = False
         if has_include_patterns:
@@ -291,7 +287,7 @@ class FilePathFilter:
                 include_match = self._matches_glob_patterns(normalized_path, self.filters.include)
             else:  # regex
                 include_match = self._matches_regex_patterns(normalized_path, self.compiled_regex_include_patterns)
-        
+
         # Check if file matches exclude patterns
         exclude_match = False
         if has_exclude_patterns:
@@ -299,7 +295,7 @@ class FilePathFilter:
                 exclude_match = self._matches_glob_patterns(normalized_path, self.filters.exclude)
             else:  # regex
                 exclude_match = self._matches_regex_patterns(normalized_path, self.compiled_regex_exclude_patterns)
-        
+
         # Apply logic based on which patterns are present
         if has_include_patterns and has_exclude_patterns:
             # Both present: include all, apply excludes, then re-include matches from include (exception mode)
@@ -307,25 +303,24 @@ class FilePathFilter:
                 return True  # Include pattern acts as exception to exclude
             else:
                 return not exclude_match  # Normal exclude logic
-                
+
         elif has_include_patterns and not has_exclude_patterns:
             # Only include patterns: allowlist mode
             return include_match
-            
+
         elif has_exclude_patterns and not has_include_patterns:
-            # Only exclude patterns: blocklist mode  
+            # Only exclude patterns: blocklist mode
             return not exclude_match
-            
+
         else:
             # No patterns (shouldn't reach here due to early return, but for completeness)
             return True
 
-
     def get_filter_stats(self) -> dict:
         """Get statistics about the configured filters"""
         if not self.filters:
             return {"filters_enabled": False}
-            
+
         return {
             "filters_enabled": True,
             "pattern_type": self.filters.pattern_type,
@@ -334,7 +329,7 @@ class FilePathFilter:
             "include_patterns": self.filters.include or [],
             "exclude_patterns": self.filters.exclude or [],
             "compiled_regex_include_count": len(self.compiled_regex_include_patterns),
-            "compiled_regex_exclude_count": len(self.compiled_regex_exclude_patterns)
+            "compiled_regex_exclude_count": len(self.compiled_regex_exclude_patterns),
         }
 
 
@@ -344,45 +339,45 @@ class ZipContainerExtractor(BaseContainerExtractor):
     def estimate_container_contents(self, container_file_path: Path) -> tuple[int, int]:
         """Estimate ZIP contents with filtering"""
         try:
-            with zipfile.ZipFile(container_file_path, 'r') as zip_ref:
+            with zipfile.ZipFile(container_file_path, "r") as zip_ref:
                 file_count = 0
                 total_size = 0
-                
+
                 for info in zip_ref.infolist():
                     if info.is_dir():
                         continue
-                    
+
                     # Security checks (same as extraction)
-                    if info.filename.startswith('/') or '..' in info.filename:
+                    if info.filename.startswith("/") or ".." in info.filename:
                         continue
-                    
+
                     if len(os.path.basename(info.filename)) > 255:
                         continue
-                    
+
                     # Apply file filters
                     if not self.should_process_file(info.filename):
                         continue
-                    
+
                     file_count += 1
                     total_size += info.file_size
-                
+
                 return file_count, total_size
         except Exception as e:
             logger.warning(f"Error estimating ZIP contents: {e}")
-            return 0, 0      
-    
+            return 0, 0
+
     def extract_and_process(self, container_file_path: Path) -> int:
         """Extract ZIP file and process each file individually with filtering"""
         processed_count = 0
 
         try:
-            with zipfile.ZipFile(container_file_path, 'r') as zip_ref:
+            with zipfile.ZipFile(container_file_path, "r") as zip_ref:
                 for info in zip_ref.infolist():
                     if info.is_dir():
                         continue
 
                     # Security checks
-                    if info.filename.startswith('/') or '..' in info.filename:
+                    if info.filename.startswith("/") or ".." in info.filename:
                         logger.warning(f"Skipping unsafe path: {info.filename}")
                         self.filter_stats["files_skipped_by_error"] += 1
                         continue
@@ -418,7 +413,7 @@ class ZipContainerExtractor(BaseContainerExtractor):
                         self.filter_stats["files_skipped_by_error"] += 1
                     finally:
                         # Clean up temporary file
-                        if 'temp_extracted' in locals() and os.path.exists(temp_extracted.name):
+                        if "temp_extracted" in locals() and os.path.exists(temp_extracted.name):
                             os.unlink(temp_extracted.name)
 
         except Exception as e:
@@ -427,11 +422,7 @@ class ZipContainerExtractor(BaseContainerExtractor):
 
         # Log final statistics
         stats = self.get_processing_stats()
-        logger.info(
-            "Container extraction completed",
-            container_id=self.container_id,
-            stats=stats
-        )
+        logger.info("Container extraction completed", container_id=self.container_id, stats=stats)
 
         return processed_count
 
@@ -444,33 +435,33 @@ class DDImageContainerExtractor(BaseContainerExtractor):
         try:
             # Open the image file directly
             img_info = pytsk3.Img_Info(str(container_file_path))
-            
+
             # Try to open the filesystem
             try:
                 fs_info = pytsk3.FS_Info(img_info)
-                
+
                 # Walk the filesystem to count files and calculate size
                 file_count = 0
                 total_size = 0
-                
+
                 def walk_directory(directory, path="", stack=[]):
                     """Recursively walk directory to count files with filtering"""
                     nonlocal file_count, total_size
-                    
+
                     for entry in directory:
                         # Skip . and .. entries
                         if entry.info.name.name in [b".", b".."]:
                             continue
-                            
+
                         # Skip if entry doesn't have metadata
-                        if not hasattr(entry.info.meta, 'type'):
+                        if not hasattr(entry.info.meta, "type"):
                             continue
-                        
+
                         try:
                             # Get the file name
-                            filename = entry.info.name.name.decode('utf-8', errors='replace')
+                            filename = entry.info.name.name.decode("utf-8", errors="replace")
                             file_path = os.path.join(path, filename)
-                            
+
                             # If it's a directory, recurse
                             if entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_DIR:
                                 try:
@@ -485,44 +476,44 @@ class DDImageContainerExtractor(BaseContainerExtractor):
                             # If it's a regular file, count it with filtering
                             elif entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_REG:
                                 # Security checks (same as extraction)
-                                if file_path.startswith('/') or '..' in file_path:
+                                if file_path.startswith("/") or ".." in file_path:
                                     continue
-                                    
+
                                 if len(os.path.basename(filename)) > 255:
                                     continue
-                                
+
                                 # Apply file filters
                                 if not self.should_process_file(file_path):
                                     continue
-                                
+
                                 # Skip empty files (same as extraction)
                                 if entry.info.meta.size == 0:
                                     continue
-                                
+
                                 # logger.debug(f"file_path: {file_path}")
                                 file_count += 1
-                                if hasattr(entry.info.meta, 'size'):
+                                if hasattr(entry.info.meta, "size"):
                                     total_size += entry.info.meta.size
-                                    
+
                         except Exception:
                             # Skip entries that can't be processed
                             continue
-                
+
                 # Start walking from root
                 root_dir = fs_info.open_dir(path="/")
                 walk_directory(root_dir)
-                
+
             except Exception as e:
                 logger.warning(f"Could not parse filesystem, will return 0 estimates: {e}")
                 file_count = 0
                 total_size = 0
-            
+
             return file_count, total_size
-                
+
         except Exception as e:
             logger.warning(f"Error estimating DD image contents: {e}")
             return 0, 0
-    
+
     def extract_and_process(self, container_file_path: Path) -> int:
         """Extract DD image and process each file individually with filtering"""
         processed_count = 0
@@ -530,14 +521,14 @@ class DDImageContainerExtractor(BaseContainerExtractor):
         try:
             # Open the image file directly
             img_info = pytsk3.Img_Info(str(container_file_path))
-            
+
             try:
                 # Try to open the filesystem
                 fs_info = pytsk3.FS_Info(img_info)
-                
+
                 # Process files from the filesystem
                 processed_count = self._process_filesystem(fs_info, img_info)
-                
+
             except Exception as e:
                 logger.exception(f"Could not parse filesystem: {e}")
 
@@ -547,36 +538,32 @@ class DDImageContainerExtractor(BaseContainerExtractor):
 
         # Log final statistics
         stats = self.get_processing_stats()
-        logger.info(
-            "Container extraction completed",
-            container_id=self.container_id,
-            stats=stats
-        )
+        logger.info("Container extraction completed", container_id=self.container_id, stats=stats)
 
         return processed_count
-    
+
     def _process_filesystem(self, fs_info: pytsk3.FS_Info, img_info: pytsk3.Img_Info) -> int:
         """Process files from a parsed filesystem"""
         processed_count = 0
-        
+
         def process_directory(directory, path=""):
             """Recursively process files in directory"""
             nonlocal processed_count
-            
+
             for entry in directory:
                 # Skip . and .. entries
                 if entry.info.name.name in [b".", b".."]:
                     continue
-                    
+
                 # Skip if entry doesn't have metadata
-                if not hasattr(entry.info.meta, 'type'):
+                if not hasattr(entry.info.meta, "type"):
                     continue
-                
+
                 try:
                     # Get the file name
-                    filename = entry.info.name.name.decode('utf-8', errors='replace')
+                    filename = entry.info.name.name.decode("utf-8", errors="replace")
                     file_path = os.path.join(path, filename)
-                    
+
                     # If it's a directory, recurse
                     if entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_DIR:
                         try:
@@ -584,67 +571,67 @@ class DDImageContainerExtractor(BaseContainerExtractor):
                             process_directory(sub_directory, file_path)
                         except Exception as e:
                             logger.debug(f"Could not access directory {file_path}: {e}")
-                            
+
                     # If it's a regular file, process it
                     elif entry.info.meta.type == pytsk3.TSK_FS_META_TYPE_REG:
                         # Security checks
-                        if file_path.startswith('/') or '..' in file_path:
+                        if file_path.startswith("/") or ".." in file_path:
                             logger.warning(f"Skipping unsafe path: {file_path}")
                             self.filter_stats["files_skipped_by_error"] += 1
                             continue
-                            
+
                         if len(os.path.basename(filename)) > 255:
                             logger.warning(f"Skipping filename too long: {file_path}")
                             self.filter_stats["files_skipped_by_error"] += 1
                             continue
-                        
+
                         # Apply file filters
                         if not self.should_process_file(file_path):
                             continue
-                        
+
                         # Skip empty files
                         if entry.info.meta.size == 0:
                             logger.debug(f"Skipping empty file: {file_path}")
                             continue
-                        
+
                         try:
                             # Read file content
                             file_content = entry.read_random(0, entry.info.meta.size)
-                            
+
                             # Save to temporary file and upload
                             with tempfile.NamedTemporaryFile(delete=False) as temp_extracted:
                                 temp_extracted.write(file_content)
                                 temp_extracted.flush()
-                                
+
                                 # Upload to storage
                                 object_id = self.storage.upload_file(temp_extracted.name)
-                                
+
                                 # Calculate real path
                                 base_dir = os.path.dirname(self.file_metadata["path"])
                                 real_path = os.path.join(base_dir, file_path).removeprefix(MOUNTED_CONTAINER_PATH)
-                                
+
                                 # Publish file message
                                 self.publish_file_message(temp_extracted.name, str(object_id), real_path)
                                 processed_count += 1
-                                
+
                                 # Clean up temporary file
                                 os.unlink(temp_extracted.name)
-                                
+
                         except Exception as e:
                             logger.warning(f"Error processing file {file_path}: {e}")
                             self.filter_stats["files_skipped_by_error"] += 1
-                            
+
                 except Exception as e:
                     logger.warning(f"Error processing entry: {e}")
                     self.filter_stats["files_skipped_by_error"] += 1
-        
+
         # Start processing from root
         try:
             root_dir = fs_info.open_dir(path="/")
             process_directory(root_dir)
         except Exception as e:
             logger.error(f"Error opening root directory: {e}")
-            
+
         return processed_count
 
 
@@ -664,88 +651,113 @@ class LargeContainerProcessor:
             secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
             self.postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
-    def create_container_record(self, container_id: str, container_type: str, file_metadata: Dict[str, Any], estimated_files: int, estimated_size: int) -> None:
+    def create_container_record(
+        self,
+        container_id: str,
+        container_type: str,
+        file_metadata: dict[str, Any],
+        estimated_files: int,
+        estimated_size: int,
+    ) -> None:
         """Create initial container processing record in database"""
         try:
             with psycopg.connect(self.postgres_connection_string) as conn:
                 with conn.cursor() as cur:
-                    cur.execute("""
+                    cur.execute(
+                        """
                         INSERT INTO container_processing (
                             container_id, container_type, original_filename, original_size,
                             agent_id, source, project, status, workflows_total,
                             processing_started_at, expiration
                         ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s)
-                    """, (
-                        container_id,
-                        container_type,
-                        file_metadata.get("filename", os.path.basename(file_metadata.get("path", ""))),
-                        file_metadata.get("size", 0),
-                        file_metadata.get("agent_id"),
-                        file_metadata.get("source"),
-                        file_metadata.get("project"),
-                        ContainerStatus.PROCESSING,
-                        estimated_files,
-                        datetime.now(),
-                        file_metadata.get("expiration")
-                    ))
+                    """,
+                        (
+                            container_id,
+                            container_type,
+                            file_metadata.get("filename", os.path.basename(file_metadata.get("path", ""))),
+                            file_metadata.get("size", 0),
+                            file_metadata.get("agent_id"),
+                            file_metadata.get("source"),
+                            file_metadata.get("project"),
+                            ContainerStatus.PROCESSING,
+                            estimated_files,
+                            datetime.now(),
+                            file_metadata.get("expiration"),
+                        ),
+                    )
                     conn.commit()
 
-            logger.info("Created container processing record", container_id=container_id, estimated_files=estimated_files)
+            logger.info(
+                "Created container processing record", container_id=container_id, estimated_files=estimated_files
+            )
         except Exception as e:
             logger.error(f"Error creating container record: {e}", container_id=container_id)
             raise
 
-    def update_container_extraction_progress(self, container_id: str, total_files_extracted: int, total_bytes_extracted: int) -> None:
+    def update_container_extraction_progress(
+        self, container_id: str, total_files_extracted: int, total_bytes_extracted: int
+    ) -> None:
         """Update container extraction progress in database"""
         try:
             with psycopg.connect(self.postgres_connection_string) as conn:
                 with conn.cursor() as cur:
-                    cur.execute("""
+                    cur.execute(
+                        """
                         UPDATE container_processing
                         SET total_files_extracted = %s,
                             total_bytes_extracted = %s,
                             status = %s
                         WHERE container_id = %s
-                    """, (
-                        total_files_extracted,
-                        total_bytes_extracted,
-                        ContainerStatus.EXTRACTED,
-                        container_id
-                    ))
+                    """,
+                        (total_files_extracted, total_bytes_extracted, ContainerStatus.EXTRACTED, container_id),
+                    )
                     conn.commit()
 
-            logger.debug("Updated container extraction progress",
-                        container_id=container_id,
-                        files_extracted=total_files_extracted)
+            logger.debug(
+                "Updated container extraction progress",
+                container_id=container_id,
+                files_extracted=total_files_extracted,
+            )
         except Exception as e:
             logger.error(f"Error updating container extraction progress: {e}", container_id=container_id)
 
-    def update_container_workflow_progress(self, container_id: str, file_size: int = 0, increment_completed: bool = False, increment_failed: bool = False) -> bool:
+    def update_container_workflow_progress(
+        self, container_id: str, file_size: int = 0, increment_completed: bool = False, increment_failed: bool = False
+    ) -> bool:
         """Update workflow completion progress and return True if all workflows are complete"""
         try:
             with psycopg.connect(self.postgres_connection_string) as conn:
                 with conn.cursor() as cur:
                     # Update counters and bytes processed (only for completed workflows)
                     if increment_completed:
-                        cur.execute("""
+                        cur.execute(
+                            """
                             UPDATE container_processing
                             SET workflows_completed = workflows_completed + 1,
                                 total_bytes_processed = total_bytes_processed + %s
                             WHERE container_id = %s
-                        """, (file_size, container_id))
+                        """,
+                            (file_size, container_id),
+                        )
                     elif increment_failed:
-                        cur.execute("""
+                        cur.execute(
+                            """
                             UPDATE container_processing
                             SET workflows_failed = workflows_failed + 1
                             WHERE container_id = %s
-                        """, (container_id,))
+                        """,
+                            (container_id,),
+                        )
 
                     # Check if all workflows are complete
-                    cur.execute("""
+                    cur.execute(
+                        """
                         SELECT workflows_completed, workflows_failed, workflows_total
                         FROM container_processing
                         WHERE container_id = %s
-                    """, (container_id,))
+                    """,
+                        (container_id,),
+                    )
 
                     row = cur.fetchone()
                     if row:
@@ -753,21 +765,22 @@ class LargeContainerProcessor:
                         all_complete = (completed + failed) >= total
 
                         if all_complete:
-                            cur.execute("""
+                            cur.execute(
+                                """
                                 UPDATE container_processing
                                 SET status = %s, processing_completed_at = %s
                                 WHERE container_id = %s
-                            """, (
-                                ContainerStatus.WORKFLOWS_COMPLETE,
-                                datetime.now(),
-                                container_id
-                            ))
+                            """,
+                                (ContainerStatus.WORKFLOWS_COMPLETE, datetime.now(), container_id),
+                            )
 
-                            logger.info("Container processing completed",
-                                       container_id=container_id,
-                                       completed=completed,
-                                       failed=failed,
-                                       total=total)
+                            logger.info(
+                                "Container processing completed",
+                                container_id=container_id,
+                                completed=completed,
+                                failed=failed,
+                                total=total,
+                            )
 
                         conn.commit()
                         return all_complete
@@ -779,18 +792,21 @@ class LargeContainerProcessor:
             logger.error(f"Error updating workflow progress: {e}", container_id=container_id)
             return False
 
-    def get_container_status(self, container_id: str) -> Optional[Dict[str, Any]]:
+    def get_container_status(self, container_id: str) -> dict[str, Any] | None:
         """Get container status from database"""
         try:
             with psycopg.connect(self.postgres_connection_string) as conn:
                 with conn.cursor() as cur:
-                    cur.execute("""
+                    cur.execute(
+                        """
                         SELECT container_id, container_type, status, total_files_extracted,
                                total_bytes_extracted, total_bytes_processed, workflows_completed,
                                workflows_failed, workflows_total, processing_started_at, processing_completed_at
                         FROM container_processing
                         WHERE container_id = %s
-                    """, (container_id,))
+                    """,
+                        (container_id,),
+                    )
 
                     row = cur.fetchone()
                     if row:
@@ -805,29 +821,39 @@ class LargeContainerProcessor:
                             "workflows_failed": row[7],
                             "workflows_total": row[8],
                             "processing_started_at": row[9].isoformat() if row[9] else None,
-                            "processing_completed_at": row[10].isoformat() if row[10] else None
+                            "processing_completed_at": row[10].isoformat() if row[10] else None,
                         }
                     return None
         except Exception as e:
             logger.error(f"Error getting container status: {e}", container_id=container_id)
             return None
 
-    def detect_container_type(self, filename: str, container_file_path: Path) -> Optional[str]:
+    def detect_container_type(self, filename: str, container_file_path: Path) -> str | None:
         """Detect container type from file path"""
         filename_lower = filename.lower()
 
         # Check ZIP files by extension first
-        if filename_lower.endswith('.zip'):
+        if filename_lower.endswith(".zip"):
             return ContainerType.ZIP
 
         # Check disk images by extension - all formats supported by Sleuth Kit
         disk_image_extensions = (
             # Raw disk images
-            '.dd', '.raw', '.img', '.image', '.bin', '.dmg',
+            ".dd",
+            ".raw",
+            ".img",
+            ".image",
+            ".bin",
+            ".dmg",
             # Forensic formats
-            '.e01', '.ex01', '.l01', '.lx01', '.ewf', '.s01'
+            ".e01",
+            ".ex01",
+            ".l01",
+            ".lx01",
+            ".ewf",
+            ".s01",
         )
-        
+
         if any(filename_lower.endswith(ext) for ext in disk_image_extensions):
             return ContainerType.DD_IMAGE
 
@@ -840,31 +866,21 @@ class LargeContainerProcessor:
 
         return None
 
-    def process_container_from_path(self, container_id: str, file_path: Path, metadata: dict) -> Dict[str, Any]:
+    def process_container_from_path(self, container_id: str, file_path: Path, metadata: dict) -> dict[str, Any]:
         """Process a container file from a filesystem path."""
         try:
             # Detect container type
-            container_type = self.detect_container_type(
-                metadata.get("filename", file_path.name),
-                file_path
-            )
+            container_type = self.detect_container_type(metadata.get("filename", file_path.name), file_path)
 
             if not container_type:
-                raise HTTPException(
-                    status_code=400,
-                    detail="Unsupported container type"
-                )
+                raise HTTPException(status_code=400, detail="Unsupported container type")
 
             # Get appropriate extractor
             #   TODO: error if the container isn't detected properly?
             extractor_class = self.extractors[container_type]
 
             with DaprClient() as dapr_client:
-                extractor = extractor_class(
-                    self.storage,
-                    dapr_client,
-                    self.progress_tracker
-                )
+                extractor = extractor_class(self.storage, dapr_client, self.progress_tracker)
                 extractor.set_container_info(container_id, metadata)
 
                 # Estimate contents for progress tracking and create database record
@@ -887,9 +903,7 @@ class LargeContainerProcessor:
                 progress = self.progress_tracker.get_progress(container_id)
                 if progress:
                     self.update_container_extraction_progress(
-                        container_id,
-                        processed_files,
-                        progress["processed_bytes"]
+                        container_id, processed_files, progress["processed_bytes"]
                     )
 
                 return {
@@ -898,14 +912,14 @@ class LargeContainerProcessor:
                     "processed_files": processed_files,
                     "estimated_files": file_count,
                     "estimated_size": total_size,
-                    "status": ContainerStatus.EXTRACTED
+                    "status": ContainerStatus.EXTRACTED,
                 }
 
         except Exception as e:
             logger.exception(f"Error processing container {container_id}: {e}")
             raise
 
-    def get_container_progress(self, container_id: str) -> Dict[str, Any]:
+    def get_container_progress(self, container_id: str) -> dict[str, Any]:
         """Get processing progress for a container"""
         progress = self.progress_tracker.get_progress(container_id)
         if not progress:
@@ -928,5 +942,5 @@ class LargeContainerProcessor:
             "processed_bytes": processed_bytes,
             "total_bytes": total_bytes,
             "current_file": progress.get("current_file"),
-            "started_at": progress["started_at"].isoformat()
-        }
\ No newline at end of file
+            "started_at": progress["started_at"].isoformat(),
+        }

From a03906352ec3f16959c1ca7bf5ce4e157b3d1bea Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 29 Aug 2025 16:18:28 -0700
Subject: [PATCH 006/279] Update mkdocs.yml

---
 mkdocs.yml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/mkdocs.yml b/mkdocs.yml
index 48de18a..0e5a56e 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -18,11 +18,12 @@ nav:
   - Usage:
     - usage_guide.md
     - cli.md
+    - containers.md
+    - agents.md
     - troubleshooting.md
     - performance.md
     - yara.md
     - chromium.md
-    - agents.md
 
   - Services:
     - dapr.md

From 8c936b29a17bbc8fd9f92aa2759c1f607f6325ee Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Sat, 30 Aug 2025 14:43:15 -0700
Subject: [PATCH 007/279] Update index.md

---
 docs/index.md | 26 +++++++++++++++-----------
 1 file changed, 15 insertions(+), 11 deletions(-)

diff --git a/docs/index.md b/docs/index.md
index 9849678..2ca2805 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -28,23 +28,27 @@ Nemesis is an offensive file enrichment pipeline.
 
 Nemesis 2.0 is built on [Docker](https://www.docker.com/) with heavy [Dapr integration](https://dapr.io/), our goal with Nemesis was to create a centralized file processing platform that functions as an "offensive VirusTotal".
 
-## Additional Information
-Blog Posts:
+***Note that Nemesis v1.0 is incompatible with Nemesis 2.0!***
 
-| Title                                                                                                                                                            | Date         |
-|------------------------------------------------------------------------------------------------------------------------------------------------------------------|--------------|
-| [*Nemesis 1.0.0*](https://posts.specterops.io/nemesis-1-0-0-8c6b745dc7c5)                                                                                        | Apr 25, 2024 |
-| [*Summoning RAGnarok With Your Nemesis*](https://posts.specterops.io/summoning-ragnarok-with-your-nemesis-7c4f0577c93b)                                          | Mar 13, 2024 |
-| [*Shadow Wizard Registry Gang: Structured Registry Querying*](https://posts.specterops.io/shadow-wizard-registry-gang-structured-registry-querying-9a2fab62a26f) | Sep 5, 2023  |
-| [*Hacking With Your Nemesis*](https://posts.specterops.io/hacking-with-your-nemesis-7861f75fcab4)                                                                | Aug 9, 2023  |
-| [*Challenges In Post-Exploitation Workflows*](https://posts.specterops.io/challenges-in-post-exploitation-workflows-2b3469810fe9)                                | Aug 2, 2023  |
-| [*On (Structured) Data*](https://posts.specterops.io/on-structured-data-707b7d9876c6)                                                                            | Jul 26, 2023 |
+## Additional Information
+
+Blog Posts
+
+| Title                                                                                                                                                            | Nemesis Version | Date         |
+| ---------------------------------------------------------------------------------------------------------------------------------------------------------------- | --------------- | ------------ |
+| [*Nemesis 2.0*](https://specterops.io/blog/2025/08/05/nemesis-2-0/)                                                                                              | v2.0            | Aug 5, 2025  |
+| [*Nemesis 1.0.0*](https://posts.specterops.io/nemesis-1-0-0-8c6b745dc7c5)                                                                                        | v1.0            | Apr 25, 2024 |
+| [*Summoning RAGnarok With Your Nemesis*](https://posts.specterops.io/summoning-ragnarok-with-your-nemesis-7c4f0577c93b)                                          | v1.0            | Mar 13, 2024 |
+| [*Shadow Wizard Registry Gang: Structured Registry Querying*](https://posts.specterops.io/shadow-wizard-registry-gang-structured-registry-querying-9a2fab62a26f) | v1.0            | Sep 5, 2023  |
+| [*Hacking With Your Nemesis*](https://posts.specterops.io/hacking-with-your-nemesis-7861f75fcab4)                                                                | v1.0            | Aug 9, 2023  |
+| [*Challenges In Post-Exploitation Workflows*](https://posts.specterops.io/challenges-in-post-exploitation-workflows-2b3469810fe9)                                | v1.0            | Aug 2, 2023  |
+| [*On (Structured) Data*](https://posts.specterops.io/on-structured-data-707b7d9876c6)                                                                            | v1.0            | Jul 26, 2023 |
 
 
 Presentations:
 
 | Title                                                                      | Date         |
-|----------------------------------------------------------------------------|--------------|
+| -------------------------------------------------------------------------- | ------------ |
 | [*SAINTCON 2023*](https://www.youtube.com/watch?v=0q9u2hDcpIo)             | Oct 24, 2023 |
 | [*BSidesAugusta 2023*](https://www.youtube.com/watch?v=Ug9r7lCF_FA)        | Oct 7, 2023  |
 | [*44CON 2023*](https://www.youtube.com/watch?v=tjPTLBGI7K8)                | Sep 15, 2023 |

From 9b2dd9b43d37efe3642dcc803be94867c29033ed Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Sat, 30 Aug 2025 15:00:49 -0700
Subject: [PATCH 008/279] Start of OpenAPI markdown doc generation (needs
 testing)

-Start of OpenAPI markdown doc generation (needs testing once merged to `main`)
---
 .github/scripts/generate_api_docs.py    | 224 ++++++++++++++++++++++++
 .github/workflows/generate-api-docs.yml |  46 +++++
 docs/api/.gitkeep                       |   8 +
 3 files changed, 278 insertions(+)
 create mode 100644 .github/scripts/generate_api_docs.py
 create mode 100644 .github/workflows/generate-api-docs.yml
 create mode 100644 docs/api/.gitkeep

diff --git a/.github/scripts/generate_api_docs.py b/.github/scripts/generate_api_docs.py
new file mode 100644
index 0000000..87a3c4b
--- /dev/null
+++ b/.github/scripts/generate_api_docs.py
@@ -0,0 +1,224 @@
+#!/usr/bin/env python3
+"""
+Generate simplified API documentation from FastAPI OpenAPI spec.
+This script extracts the OpenAPI specification from the web-api service
+and generates clean markdown documentation in docs/api/
+"""
+
+import json
+import os
+import sys
+from pathlib import Path
+from typing import Dict, Any, List
+
+# Add the web_api module to the path
+sys.path.insert(0, str(Path(__file__).parent.parent / "projects" / "web_api"))
+
+def extract_openapi_spec() -> Dict[str, Any]:
+    """Extract OpenAPI specification from the FastAPI app."""
+    try:
+        # Set minimal environment variables to avoid database connection issues
+        os.environ.setdefault("POSTGRES_CONNECTION_URI", "postgresql://test:test@localhost/test")
+        os.environ.setdefault("MINIO_ROOT_USER", "test")
+        os.environ.setdefault("MINIO_ROOT_PASSWORD", "test")
+        os.environ.setdefault("MINIO_SERVER", "localhost:9000")
+        os.environ.setdefault("BUCKET_NAME", "test")
+        
+        from web_api.main import app
+        return app.openapi()
+    except ImportError as e:
+        print(f"Error importing web_api.main: {e}")
+        print("Make sure to run: cd projects/web_api && poetry install")
+        sys.exit(1)
+    except Exception as e:
+        print(f"Error generating OpenAPI spec: {e}")
+        sys.exit(1)
+
+def format_parameter(param: Dict[str, Any]) -> str:
+    """Format a parameter for documentation."""
+    param_type = param.get("schema", {}).get("type", "unknown")
+    required = "**required**" if param.get("required", False) else "optional"
+    description = param.get("description", "")
+    
+    return f"- `{param['name']}` ({param_type}, {required}): {description}"
+
+def format_request_body(request_body: Dict[str, Any]) -> str:
+    """Format request body information."""
+    if not request_body:
+        return ""
+    
+    content = request_body.get("content", {})
+    if "application/json" in content:
+        schema = content["application/json"].get("schema", {})
+        if "$ref" in schema:
+            # Extract model name from reference
+            model_name = schema["$ref"].split("/")[-1]
+            return f"**Request Body:** `{model_name}` (JSON)"
+        elif schema.get("type") == "object":
+            return "**Request Body:** JSON object"
+    
+    return "**Request Body:** See OpenAPI spec for details"
+
+def generate_endpoint_docs(paths: Dict[str, Any]) -> str:
+    """Generate documentation for all endpoints."""
+    docs = []
+    
+    # Group endpoints by tags
+    tagged_endpoints = {}
+    untagged_endpoints = []
+    
+    for path, methods in paths.items():
+        for method, details in methods.items():
+            if method.upper() not in ["GET", "POST", "PUT", "DELETE", "PATCH"]:
+                continue
+                
+            tags = details.get("tags", [])
+            endpoint_info = {
+                "path": path,
+                "method": method.upper(),
+                "details": details
+            }
+            
+            if tags:
+                tag = tags[0]  # Use first tag
+                if tag not in tagged_endpoints:
+                    tagged_endpoints[tag] = []
+                tagged_endpoints[tag].append(endpoint_info)
+            else:
+                untagged_endpoints.append(endpoint_info)
+    
+    # Generate docs for each tag group
+    for tag, endpoints in sorted(tagged_endpoints.items()):
+        docs.append(f"## {tag.title()}")
+        docs.append("")
+        
+        for endpoint in sorted(endpoints, key=lambda x: (x["path"], x["method"])):
+            docs.extend(format_endpoint(endpoint))
+        
+        docs.append("")
+    
+    # Add untagged endpoints if any
+    if untagged_endpoints:
+        docs.append("## Other Endpoints")
+        docs.append("")
+        
+        for endpoint in sorted(untagged_endpoints, key=lambda x: (x["path"], x["method"])):
+            docs.extend(format_endpoint(endpoint))
+        
+        docs.append("")
+    
+    return "\n".join(docs)
+
+def format_endpoint(endpoint: Dict[str, Any]) -> List[str]:
+    """Format a single endpoint for documentation."""
+    path = endpoint["path"]
+    method = endpoint["method"]
+    details = endpoint["details"]
+    
+    docs = []
+    
+    # Endpoint header
+    summary = details.get("summary", "")
+    docs.append(f"### `{method} {path}`")
+    docs.append("")
+    
+    if summary:
+        docs.append(summary)
+        docs.append("")
+    
+    # Description
+    description = details.get("description", "")
+    if description and description != summary:
+        docs.append(description)
+        docs.append("")
+    
+    # Parameters
+    parameters = details.get("parameters", [])
+    if parameters:
+        docs.append("**Parameters:**")
+        docs.append("")
+        for param in parameters:
+            docs.append(format_parameter(param))
+        docs.append("")
+    
+    # Request body
+    request_body = details.get("requestBody", {})
+    if request_body:
+        body_docs = format_request_body(request_body)
+        if body_docs:
+            docs.append(body_docs)
+            docs.append("")
+    
+    # Response summary (simplified)
+    responses = details.get("responses", {})
+    if responses:
+        success_responses = [code for code in responses.keys() if code.startswith("2")]
+        if success_responses:
+            docs.append(f"**Returns:** {', '.join(success_responses)} on success")
+            docs.append("")
+    
+    docs.append("---")
+    docs.append("")
+    
+    return docs
+
+def generate_markdown_docs(spec: Dict[str, Any]) -> str:
+    """Generate complete markdown documentation."""
+    info = spec.get("info", {})
+    title = info.get("title", "API Documentation")
+    version = info.get("version", "Unknown")
+    description = info.get("description", "")
+    
+    docs = [
+        f"# {title}",
+        "",
+        f"**Version:** {version}",
+        "",
+    ]
+    
+    if description:
+        docs.extend([description, ""])
+    
+    docs.extend([
+        "This documentation is automatically generated from the OpenAPI specification.",
+        "",
+        "---",
+        ""
+    ])
+    
+    # Add endpoints
+    paths = spec.get("paths", {})
+    if paths:
+        docs.append(generate_endpoint_docs(paths))
+    
+    return "\n".join(docs)
+
+def main():
+    """Main function to generate API documentation."""
+    print("Extracting OpenAPI specification...")
+    spec = extract_openapi_spec()
+    
+    print("Generating markdown documentation...")
+    markdown_content = generate_markdown_docs(spec)
+    
+    # Ensure docs/api directory exists
+    docs_dir = Path(__file__).parent.parent / "docs" / "api"
+    docs_dir.mkdir(parents=True, exist_ok=True)
+    
+    # Write main API documentation
+    api_docs_file = docs_dir / "README.md"
+    with open(api_docs_file, "w", encoding="utf-8") as f:
+        f.write(markdown_content)
+    
+    print(f"API documentation generated: {api_docs_file}")
+    
+    # Also save the raw OpenAPI spec for reference
+    openapi_file = docs_dir / "openapi.json"
+    with open(openapi_file, "w", encoding="utf-8") as f:
+        json.dump(spec, f, indent=2)
+    
+    print(f"OpenAPI specification saved: {openapi_file}")
+    print("Documentation generation complete!")
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/.github/workflows/generate-api-docs.yml b/.github/workflows/generate-api-docs.yml
new file mode 100644
index 0000000..ad2e869
--- /dev/null
+++ b/.github/workflows/generate-api-docs.yml
@@ -0,0 +1,46 @@
+name: Generate API Documentation
+
+on:
+  push:
+    branches: [main]
+    paths: 
+      - 'projects/web_api/**'
+      - '.github/workflows/generate-api-docs.yml'
+      - '.github/scripts/generate_api_docs.py'
+  workflow_dispatch: # For manual triggering
+
+jobs:
+  generate-docs:
+    runs-on: ubuntu-22.04
+    
+    permissions:
+      contents: write
+    
+    steps:
+      - name: Checkout repository
+        uses: actions/checkout@v4
+        with:
+          fetch-depth: 0
+
+      - name: Setup Python virtualenv
+        run: |
+          pip install --upgrade pip
+          python -m venv env
+          source env/bin/activate
+          cd projects/web_api
+          pip install poetry
+          poetry install --only main
+
+      - name: Generate API documentation
+        run: |
+          source env/bin/activate
+          cd projects/web_api
+          poetry run python ../../.github/scripts/generate_api_docs.py
+
+      - name: Commit documentation changes
+        uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: 'docs: update API documentation [skip ci]'
+          file_pattern: 'docs/api/*'
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
\ No newline at end of file
diff --git a/docs/api/.gitkeep b/docs/api/.gitkeep
new file mode 100644
index 0000000..fe9dbff
--- /dev/null
+++ b/docs/api/.gitkeep
@@ -0,0 +1,8 @@
+# API Documentation
+
+This directory contains automatically generated API documentation from the Nemesis web-api service.
+
+- `README.md` - Main API documentation (auto-generated)
+- `openapi.json` - Raw OpenAPI specification (auto-generated)
+
+Documentation is updated automatically when changes are made to `projects/web_api/`.
\ No newline at end of file

From 14fd1794210d7cd2df531853f9b54f425dc98d3d Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 1 Sep 2025 16:35:55 -0700
Subject: [PATCH 009/279] Redid `certificate` enrichment module

-Redid `certificate` enrichment module
-Some linting
---
 .../certificate/analyzer.py                   | 1102 +++++------------
 .../file_linking/database_service.py          |  111 +-
 projects/file_enrichment/poetry.lock          |    3 +-
 projects/file_enrichment/pyproject.toml       |    2 +-
 projects/web_api/web_api/container_monitor.py |  286 ++---
 5 files changed, 527 insertions(+), 977 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
index 1566e40..3b5ba64 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
@@ -1,20 +1,15 @@
 # enrichment_modules/certificate/analyzer.py
-import csv
 import tempfile
 from datetime import UTC, datetime
+from pathlib import Path
 
 import structlog
-import yara_x
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
+from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from cryptography import x509
-from cryptography.hazmat.backends import default_backend
-from cryptography.hazmat.primitives.asymmetric import dsa, ec, rsa
-from cryptography.hazmat.primitives.serialization import pkcs7
-from cryptography.hazmat.primitives.serialization.pkcs12 import load_pkcs12
-from cryptography.x509.oid import ExtensionOID, NameOID
-
+from cryptography.hazmat.primitives import serialization
+from cryptography.hazmat.primitives.serialization import pkcs12
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
@@ -24,833 +19,378 @@ class CertificateAnalyzer(EnrichmentModule):
     def __init__(self):
         super().__init__("certificate_analyzer")
         self.storage = StorageMinio()
-
-        # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.size_limit = 50000000  # only check the first 50 megs, for efficiency
+        # Valid certificate file extensions
+        self.valid_extensions = {".pem", ".crt", ".cer", ".der", ".p7b", ".p7c", ".pfx", ".p12"}
 
-        # Yara rule to check for certificate content
-        self.yara_rule = yara_x.compile("""
-rule Certificate_File
-{
-    meta:
-        description = "Detects certificate files (PEM/CRT/P7B) and private keys"
-
-    strings:
-        $pem_begin_cert = "-----BEGIN CERTIFICATE-----"
-        $pem_begin_pkcs7 = "-----BEGIN PKCS7-----"
-        $der_cert_magic = { 30 82 ?? ?? 30 82 ?? ?? A0 03 02 01 }  // Common DER cert header pattern
-        $pem_begin_private_key = /-----BEGIN (RSA |DSA |EC |ECDSA |EdDSA |)?PRIVATE KEY-----/
-        $pem_begin_encrypted_private_key = /-----BEGIN ENCRYPTED PRIVATE KEY-----/
-
-    condition:
-        ($pem_begin_cert at 0) or
-        ($pem_begin_pkcs7 at 0) or
-        ($der_cert_magic at 0) or
-        ($pem_begin_private_key at 0) or
-        ($pem_begin_encrypted_private_key at 0)
-}
-        """)
+        # Common passwords to try for encrypted certificates/keys
+        self.common_passwords = [
+            "",
+            "12345",
+            "123456",
+            "12345678",
+            "123456789",
+            "password",
+            "password123",
+            "qwerty123",
+            "qwerty1",
+            "secret",
+            "123123",
+        ]
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
-        """Determine if this module should run.
-
-        Args:
-            object_id: The object ID of the file
-            file_path: Optional path to already downloaded file
-        """
+        """Determine if this module should run."""
         file_enriched = get_file_enriched(object_id)
 
-        # Check file extension first
-        cert_extensions = [".pem", ".crt", ".cer", ".der", ".p7b", ".p7c", ".pfx", ".p12"]
-        if any(file_enriched.file_name.lower().endswith(ext) for ext in cert_extensions):
-            return True
+        # Check if it's a certificate-related file by extension or magic type
+        file_extension = Path(file_enriched.file_name).suffix.lower()
+        magic_type = file_enriched.magic_type.lower()
 
-        # Check MIME type
-        cert_mime_types = [
-            "application/x-x509-ca-cert",
-            "application/pkix-cert",
-            "application/x-pkcs7-certificates",
-            "application/x-pem-file",
-        ]
-        if any(mime_type in file_enriched.mime_type.lower() for mime_type in cert_mime_types):
-            return True
+        return (
+            file_extension in self.valid_extensions
+            or "certificate" in magic_type
+            or "pkcs" in magic_type
+            or "x.509" in magic_type
+            or "pem" in magic_type
+        )
 
-        # Check magic type
-        cert_magic_types = ["certificate", "x509", "pkcs7"]
-        if any(magic_type in file_enriched.magic_type.lower() for magic_type in cert_magic_types):
-            return True
+    def _try_decrypt_with_passwords(self, data: bytes, file_extension: str) -> dict:
+        """Try to decrypt encrypted certificate/key with common passwords."""
+        decrypt_results = {"is_encrypted": False, "password_found": None, "decryption_successful": False}
 
-        # Check using Yara rule as a fallback
-        if file_path:
-            # Use provided file path
-            with open(file_path, "rb") as f:
-                num_bytes = min(file_enriched.size, self.size_limit)
-                file_bytes = f.read(num_bytes)
-        else:
-            # Fallback to downloading the file itself
-            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
-
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
-
-        return should_run
-
-    def _format_extension_value(self, ext_name, ext_value):
-        """Format extension values in a human-readable way."""
-        ext_str = str(ext_value)
-
-        # Handle specific common extensions
-        if ext_name == "keyUsage":
-            # Parse keyUsage into component parts
-            try:
-                parts = ext_str.strip("<KeyUsage(").rstrip(")>").split("=")
-                usages = []
-                for part in parts:
-                    clean_part = part.strip().rstrip(",")
-                    if "=" in clean_part:
-                        key, value = clean_part.split("=")
-                        if value.lower() == "true":
-                            usages.append(key)
-                    elif clean_part and clean_part != ")" and ">" not in clean_part:
-                        usages.append(clean_part)
-                return ", ".join(usages)
-            except Exception:
-                pass
-
-        elif ext_name == "extendedKeyUsage":
-            # Parse OIDs into known extended key usages
-            try:
-                oid_mapping = {
-                    "1.3.6.1.5.5.7.3.1": "serverAuth",
-                    "1.3.6.1.5.5.7.3.2": "clientAuth",
-                    "1.3.6.1.5.5.7.3.3": "codeSigning",
-                    "1.3.6.1.5.5.7.3.4": "emailProtection",
-                    "1.3.6.1.5.5.7.3.8": "timeStamping",
-                    "1.3.6.1.5.5.7.3.9": "OCSPSigning",
-                    "1.3.6.1.4.1.311.10.3.4": "Microsoft Document Encryption",
-                    # Add more mappings as needed
-                }
-
-                # Extract OIDs from string like <ExtendedKeyUsage([<ObjectIdentifier(oid=1.3.6...
-                oids = []
-                parts = ext_str.split("oid=")
-                for part in parts[1:]:  # Skip the first part before the first "oid="
-                    oid = part.split(",")[0].strip()
-                    name = oid_mapping.get(oid, f"OID {oid}")
-                    oids.append(name)
-
-                return ", ".join(oids)
-            except Exception:
-                pass
-
-        elif ext_name == "basicConstraints":
-            # Format basic constraints clearly
-            try:
-                is_ca = "CA:TRUE" if "CA=True" in ext_str else "CA:FALSE"
-                path_len = ""
-                if "path_length=" in ext_str:
-                    path_len_match = ext_str.split("path_length=")[1].split(")")[0]
-                    path_len = f", pathlen:{path_len_match}"
-                return f"{is_ca}{path_len}"
-            except Exception:
-                pass
-
-        elif ext_name == "authorityKeyIdentifier" or ext_name == "subjectKeyIdentifier":
-            # Format key identifiers as hex strings
-            try:
-                if "keyid:" in ext_str:
-                    keyid = ext_str.split("keyid:")[1].split()[0]
-                    return f"keyid:{keyid}"
-                return ext_str.replace(":", "")
-            except Exception:
-                pass
-
-        elif ext_name == "cRLDistributionPoints":
-            # Format CRL distribution points as clickable URLs
-            try:
-                urls = []
-                parts = ext_str.split("value=")
-                for part in parts[1:]:
-                    url = part.split("'")[1].split("'")[0]
-                    urls.append(url)
-                return "\n  - " + "\n  - ".join(urls)
-            except Exception:
-                pass
-
-        # For unknown extensions or if specific formatting fails
-        # Clean up common patterns and break long strings
-        ext_str = ext_str.replace("<", "").replace(">", "")
-
-        # If the extension value is too long, format with line breaks every 80 chars
-        if len(ext_str) > 80:
-            formatted = ""
-            for i in range(0, len(ext_str), 80):
-                if i > 0:
-                    formatted += "\n  "
-                formatted += ext_str[i : i + 80]
-            return formatted
-
-        return ext_str
-
-    def _load_certificates(self, file_path):
-        """Load certificates from file in various formats."""
-        with open(file_path, "rb") as f:
-            file_data = f.read()
-
-        certificates = []
-        used_password = None
-
-        # Try PEM format first (most common)
+        # First check if the file is encrypted at all by trying to load without password
         try:
-            certs = self._load_pem_certificates(file_data)
-            if certs:
-                return certs, used_password
-        except Exception as e:
-            logger.debug(f"Not a valid PEM certificate: {str(e)}")
+            if file_extension in {".pfx", ".p12"}:
+                # Try PKCS#12 without password first
+                try:
+                    pkcs12.load_key_and_certificates(data, None)
+                    decrypt_results.update(
+                        {"is_encrypted": False, "password_found": None, "decryption_successful": True}
+                    )
+                    return decrypt_results
+                except ValueError:
+                    # File is encrypted, continue with password attempts
+                    decrypt_results["is_encrypted"] = True
+            else:
+                # Try PEM private key without password
+                try:
+                    serialization.load_pem_private_key(data, None)
+                    decrypt_results.update(
+                        {"is_encrypted": False, "password_found": None, "decryption_successful": True}
+                    )
+                    return decrypt_results
+                except (ValueError, TypeError):
+                    # May be encrypted or may not be a private key, continue checking
+                    pass
+        except Exception:
+            pass
 
-        # Try DER format
-        try:
-            cert = x509.load_der_x509_certificate(file_data, default_backend())
-            return [cert], used_password
-        except Exception as e:
-            logger.debug(f"Not a valid DER certificate: {str(e)}")
-
-        # Try PKCS#7 format
-        try:
-            # First try PEM encoded PKCS#7
+        # Try with passwords if potentially encrypted
+        for password in self.common_passwords:
             try:
-                pkcs7_data = pkcs7.load_pem_pkcs7_certificates(file_data)
-                if pkcs7_data:
-                    return pkcs7_data, used_password
+                password_bytes = password.encode("utf-8")
+
+                # Try PKCS#12 (PFX/P12) format
+                if file_extension in {".pfx", ".p12"}:
+                    try:
+                        pkcs12.load_key_and_certificates(data, password_bytes)
+                        decrypt_results.update(
+                            {"is_encrypted": True, "password_found": password, "decryption_successful": True}
+                        )
+                        return decrypt_results
+                    except ValueError:
+                        decrypt_results["is_encrypted"] = True
+                        continue
+
+                # Try encrypted private key
+                try:
+                    serialization.load_pem_private_key(data, password_bytes)
+                    decrypt_results.update(
+                        {"is_encrypted": True, "password_found": password, "decryption_successful": True}
+                    )
+                    return decrypt_results
+                except ValueError:
+                    decrypt_results["is_encrypted"] = True
+                    continue
+
             except Exception:
-                # Then try DER encoded PKCS#7
-                pkcs7_data = pkcs7.load_der_pkcs7_certificates(file_data)
-                if pkcs7_data:
-                    return pkcs7_data, used_password
-        except Exception as e:
-            logger.debug(f"Not a valid PKCS#7 certificate store: {str(e)}")
-
-        # Try PKCS#12 format (PFX/P12) with various passwords
-        passwords_to_try = [
-            None,
-            b"",
-            b"12345",
-            b"123456",
-            b"12345678",
-            b"123456789",
-            b"password",
-            b"password123",
-            b"qwerty123",
-            b"qwerty1",
-            b"secret",
-            b"123123",
-        ]
-
-        for password in passwords_to_try:
-            try:
-                # Handle None password case
-                if password is None:
-                    pkcs12_data = load_pkcs12(file_data, password=None)
-                else:
-                    # Ensure password is bytes
-                    if isinstance(password, str):
-                        password = password.encode("utf-8")
-                    pkcs12_data = load_pkcs12(file_data, password=password)
-
-                certificates = []
-
-                # Get the main certificate
-                if pkcs12_data.cert:
-                    certificates.append(pkcs12_data.cert.certificate)
-
-                # Get any additional certificates in the chain
-                if pkcs12_data.additional_certs:
-                    for cert in pkcs12_data.additional_certs:
-                        certificates.append(cert.certificate)
-
-                if certificates:
-                    # Record which password worked
-                    if password is None:
-                        used_password = "None"
-                    elif password == b"":
-                        used_password = "Empty string"
-                    else:
-                        used_password = password.decode("utf-8")
-
-                    logger.info(f"Successfully loaded PKCS#12 file with password: {used_password}")
-                    return certificates, used_password
-
-            except Exception as e:
-                logger.debug(f"Failed to load PKCS#12 with password {password}: {str(e)}")
                 continue
 
-        # If we get here, we couldn't parse the certificate
-        logger.error("Could not parse certificate file in any known format!")
-        return None, None
+        return decrypt_results
 
-    def _load_pem_certificates(self, data):
-        """Load one or more PEM certificates from data."""
-        certs = []
+    def _parse_certificate_data(self, data: bytes, file_extension: str) -> dict:
+        """Parse certificate data and extract metadata."""
+        result = {"certificates": [], "private_keys": [], "public_keys": [], "errors": [], "encryption_info": {}}
 
-        # Split by BEGIN/END markers to handle multiple PEM certs in one file
-        pem_sections = []
-        current_section = ""
-        in_cert = False
+        # Try password decryption first
+        decrypt_info = self._try_decrypt_with_passwords(data, file_extension)
+        result["encryption_info"] = decrypt_info
 
-        for line in data.decode("utf-8", errors="replace").splitlines():
-            if "-----BEGIN CERTIFICATE-----" in line:
-                current_section = line + "\n"
-                in_cert = True
-            elif "-----END CERTIFICATE-----" in line and in_cert:
-                current_section += line + "\n"
-                pem_sections.append(current_section)
-                current_section = ""
-                in_cert = False
-            elif in_cert:
-                current_section += line + "\n"
-
-        # Process each PEM section
-        for pem_data in pem_sections:
-            try:
-                cert = x509.load_pem_x509_certificate(pem_data.encode("utf-8"), default_backend())
-                certs.append(cert)
-            except Exception as e:
-                logger.debug(f"Failed to parse PEM certificate section: {str(e)}")
-
-        return certs
-
-    def _get_cert_info(self, cert):
-        """Extract information from a certificate."""
+        # Parse different certificate formats
         try:
-            # Create a base info dictionary with safe defaults
-            info = {
-                "subject": "",
-                "issuer": "",
-                "serial_number": "",
-                "not_valid_before": "",
-                "not_valid_after": "",
-                "signature_algorithm": "",
-                "version": "",
-                "public_key_type": "",
-                "key_size": "",
-                "is_valid_now": False,
-                "extensions": {},
-                "fingerprint_sha1": "",
-                "fingerprint_sha256": "",
-            }
+            # Try PKCS#12 first (PFX/P12)
+            if file_extension in {".pfx", ".p12"}:
+                password = None
+                if decrypt_info["decryption_successful"] and decrypt_info["password_found"] is not None:
+                    password = decrypt_info["password_found"].encode("utf-8")
 
-            # Fill in certificate details
-            try:
-                info["subject"] = self._format_name(cert.subject)
-            except:
-                pass
-            info["issuer"] = self._format_name(cert.issuer)
-            info["serial_number"] = f"{cert.serial_number:x}"
+                try:
+                    private_key, certificate, additional_certificates = pkcs12.load_key_and_certificates(data, password)
 
-            # Use UTC-aware datetime properties
-            try:
-                info["not_valid_before"] = cert.not_valid_before_utc.isoformat()
-                info["not_valid_after"] = cert.not_valid_after_utc.isoformat()
-            except AttributeError:
-                # Fallback for older cryptography versions
-                info["not_valid_before"] = cert.not_valid_before.isoformat()
-                info["not_valid_after"] = cert.not_valid_after.isoformat()
+                    if certificate:
+                        result["certificates"].append(self._extract_certificate_info(certificate))
 
-            # Handle potential missing attributes with try-except
-            try:
-                info["signature_algorithm"] = cert.signature_algorithm_oid._name
-            except (AttributeError, TypeError):
-                info["signature_algorithm"] = "Unknown"
+                    if additional_certificates:
+                        for cert in additional_certificates:
+                            result["certificates"].append(self._extract_certificate_info(cert))
 
-            try:
-                info["version"] = cert.version.name
-            except (AttributeError, TypeError):
-                info["version"] = "Unknown"
+                    if private_key:
+                        result["private_keys"].append(self._extract_private_key_info(private_key))
 
-            # Get public key info
-            try:
-                info["public_key_type"] = self._get_public_key_type(cert.public_key())
-                info["key_size"] = self._get_key_size(cert.public_key())
-            except Exception as e:
-                logger.debug(f"Error getting public key info: {str(e)}")
-                info["public_key_type"] = "Unknown"
-                info["key_size"] = "Unknown"
+                except Exception as e:
+                    result["errors"].append(f"PKCS#12 parsing error: {str(e)}")
 
-            # Check validity
-            info["is_valid_now"] = self._is_certificate_valid(cert)
+            # Try DER format
+            elif file_extension == ".der":
+                try:
+                    cert = x509.load_der_x509_certificate(data)
+                    result["certificates"].append(self._extract_certificate_info(cert))
+                except Exception as e:
+                    result["errors"].append(f"DER certificate parsing error: {str(e)}")
 
-            # Get extensions and fingerprints
-            try:
-                info["extensions"] = self._get_extensions(cert)
-            except Exception as e:
-                logger.debug(f"Error getting extensions: {str(e)}")
-
-            try:
-                info["fingerprint_sha1"] = self._get_fingerprint(cert, "sha1")
-                info["fingerprint_sha256"] = self._get_fingerprint(cert, "sha256")
-            except Exception as e:
-                logger.debug(f"Error getting fingerprints: {str(e)}")
-
-            # Add SANs if available
-            try:
-                sans = self._get_subject_alternative_names(cert)
-                if sans:
-                    info["subject_alternative_names"] = sans
-            except Exception as e:
-                logger.debug(f"Error getting SANs: {str(e)}")
-
-            return info
-        except Exception as e:
-            logger.error(f"Error extracting certificate info: {str(e)}")
-            # Return a minimal valid dictionary with error information
-            return {"error": str(e), "is_valid_now": False}
-
-    def _format_name(self, name):
-        """Format a certificate name (subject or issuer)."""
-        name_parts = []
-        for attribute in name:
-            oid = attribute.oid
-            if oid == NameOID.COMMON_NAME:
-                name_parts.append(f"CN={attribute.value}")
-            elif oid == NameOID.ORGANIZATION_NAME:
-                name_parts.append(f"O={attribute.value}")
-            elif oid == NameOID.ORGANIZATIONAL_UNIT_NAME:
-                name_parts.append(f"OU={attribute.value}")
-            elif oid == NameOID.COUNTRY_NAME:
-                name_parts.append(f"C={attribute.value}")
-            elif oid == NameOID.STATE_OR_PROVINCE_NAME:
-                name_parts.append(f"ST={attribute.value}")
-            elif oid == NameOID.LOCALITY_NAME:
-                name_parts.append(f"L={attribute.value}")
+            # Try PEM format (default for most text-based formats)
             else:
-                name_parts.append(f"{oid._name}={attribute.value}")
-        return ", ".join(name_parts)
+                # Try to load as certificate
+                try:
+                    cert = x509.load_pem_x509_certificate(data)
+                    result["certificates"].append(self._extract_certificate_info(cert))
+                except Exception:
+                    pass
 
-    def _get_public_key_type(self, public_key):
-        """Get the type of the public key."""
-        if isinstance(public_key, rsa.RSAPublicKey):
-            return "RSA"
-        elif isinstance(public_key, ec.EllipticCurvePublicKey):
-            return f"EC ({public_key.curve.name})"
-        elif isinstance(public_key, dsa.DSAPublicKey):
-            return "DSA"
-        else:
-            return "Unknown"
+                # Try to load as private key
+                password = None
+                if decrypt_info["decryption_successful"] and decrypt_info["password_found"] is not None:
+                    password = decrypt_info["password_found"].encode("utf-8")
 
-    def _get_key_size(self, public_key):
-        """Get the size of the public key."""
-        try:
-            if isinstance(public_key, rsa.RSAPublicKey):
-                return public_key.key_size
-            elif isinstance(public_key, ec.EllipticCurvePublicKey):
-                return public_key.key_size
-            elif isinstance(public_key, dsa.DSAPublicKey):
-                return public_key.key_size
-            else:
-                return "Unknown"
-        except Exception:
-            return "Unknown"
+                try:
+                    private_key = serialization.load_pem_private_key(data, password)
+                    result["private_keys"].append(self._extract_private_key_info(private_key))
+                except Exception:
+                    pass
 
-    def _is_certificate_valid(self, cert):
-        """Check if the certificate is currently valid (not expired)."""
-        try:
-            now = datetime.now(UTC)
+                # Try to load as public key
+                try:
+                    public_key = serialization.load_pem_public_key(data)
+                    result["public_keys"].append(self._extract_public_key_info(public_key))
+                except Exception:
+                    pass
 
-            # Use UTC-aware datetime properties
-            try:
-                not_valid_before = cert.not_valid_before_utc
-                not_valid_after = cert.not_valid_after_utc
-            except AttributeError:
-                # Fallback for older cryptography versions
-                not_valid_before = cert.not_valid_before
-                not_valid_after = cert.not_valid_after
-
-                # Ensure both dates are timezone-aware for fallback
-                if not_valid_before.tzinfo is None:
-                    not_valid_before = not_valid_before.replace(tzinfo=UTC)
-                if not_valid_after.tzinfo is None:
-                    not_valid_after = not_valid_after.replace(tzinfo=UTC)
-
-            return not_valid_before <= now <= not_valid_after
         except Exception as e:
-            logger.error(f"Error checking certificate validity: {str(e)}")
-            return False
+            result["errors"].append(f"General parsing error: {str(e)}")
 
-    def _get_extensions(self, cert):
-        """Get certificate extensions."""
-        extensions = {}
+        return result
+
+    def _extract_certificate_info(self, cert: x509.Certificate) -> dict:
+        """Extract detailed information from a certificate."""
+        now = datetime.now(UTC)
+
+        info = {
+            "version": cert.version.value,
+            "serial_number": str(cert.serial_number),
+            "subject": cert.subject.rfc4514_string(),
+            "issuer": cert.issuer.rfc4514_string(),
+            "not_valid_before": cert.not_valid_before_utc.isoformat(),
+            "not_valid_after": cert.not_valid_after_utc.isoformat(),
+            "is_valid": cert.not_valid_before_utc <= now <= cert.not_valid_after_utc,
+            "signature_algorithm": cert.signature_algorithm_oid._name,
+            "public_key_info": self._extract_public_key_info(cert.public_key()),
+            "extensions": [],
+            "extended_key_usage": [],
+        }
+
+        # Extract extensions
         for ext in cert.extensions:
-            try:
-                extensions[ext.oid._name] = str(ext.value)
-            except Exception:
-                extensions[ext.oid._name] = "Unable to parse extension value"
-        return extensions
+            ext_info = {"name": ext.oid._name, "critical": ext.critical, "value": str(ext.value)}
 
-    def _get_subject_alternative_names(self, cert):
-        """Get Subject Alternative Names."""
-        try:
-            san_extension = cert.extensions.get_extension_for_oid(ExtensionOID.SUBJECT_ALTERNATIVE_NAME)
-            if san_extension:
-                san_value = san_extension.value
+            # Special handling for Extended Key Usage
+            if isinstance(ext.value, x509.ExtendedKeyUsage):
+                ext_info["extended_key_usage_oids"] = [eku.dotted_string for eku in ext.value]
+                info["extended_key_usage"] = [eku._name for eku in ext.value]
 
-                sans = []
-                for name in san_value:
-                    if isinstance(name, x509.DNSName):
-                        sans.append(f"DNS:{name.value}")
-                    elif isinstance(name, x509.IPAddress):
-                        sans.append(f"IP:{name.value}")
-                    elif isinstance(name, x509.RFC822Name):  # RFC822Name is for email addresses
-                        sans.append(f"email:{name.value}")
-                    elif isinstance(name, x509.UniformResourceIdentifier):  # For URIs
-                        sans.append(f"URI:{name.value}")
-                    else:
-                        sans.append(f"Other:{name}")
+            info["extensions"].append(ext_info)
 
-                return sans
-        except x509.ExtensionNotFound:
-            return []
-        except Exception as e:
-            logger.error(f"Error getting SANs: {str(e)}")
-            return []
+        return info
 
-    def _get_fingerprint(self, cert, hash_algorithm):
-        """Get certificate fingerprint using specified hash algorithm."""
-        try:
-            if hash_algorithm == "sha1":
-                from cryptography.hazmat.primitives.hashes import SHA1
+    def _extract_private_key_info(self, private_key) -> dict:
+        """Extract information from a private key."""
+        key_type = type(private_key).__name__
 
-                digest = SHA1()
-            elif hash_algorithm == "sha256":
-                from cryptography.hazmat.primitives.hashes import SHA256
+        info = {"key_type": key_type, "key_size": getattr(private_key, "key_size", None)}
 
-                digest = SHA256()
+        # Add algorithm-specific information
+        if hasattr(private_key, "curve"):
+            info["curve"] = private_key.curve.name
+        elif hasattr(private_key, "key_size"):
+            info["key_size_bits"] = private_key.key_size
+
+        return info
+
+    def _extract_public_key_info(self, public_key) -> dict:
+        """Extract information from a public key."""
+        key_type = type(public_key).__name__
+
+        info = {"key_type": key_type, "key_size": getattr(public_key, "key_size", None)}
+
+        # Add algorithm-specific information
+        if hasattr(public_key, "curve"):
+            info["curve"] = public_key.curve.name
+        elif hasattr(public_key, "key_size"):
+            info["key_size_bits"] = public_key.key_size
+
+        return info
+
+    def _generate_report(self, analysis_result: dict, file_name: str) -> str:
+        """Generate a human-readable report."""
+        report_lines = [f"Certificate Analysis Report for: {file_name}", "=" * 50, ""]
+
+        # Encryption info
+        encryption_info = analysis_result["encryption_info"]
+        if encryption_info.get("is_encrypted") is not None:
+            report_lines.append("ENCRYPTION STATUS:")
+            if encryption_info["is_encrypted"]:
+                report_lines.append("  - File is encrypted: YES")
+                if encryption_info["decryption_successful"]:
+                    password = encryption_info["password_found"]
+                    report_lines.append(f"  - Password found: '{password}'")
+                else:
+                    report_lines.append("  - Password cracking: FAILED (none of the common passwords worked)")
             else:
-                return "Unsupported hash algorithm"
+                report_lines.append("  - File is encrypted: NO")
+                if encryption_info["decryption_successful"]:
+                    report_lines.append("  - File loaded successfully without password")
+            report_lines.append("")
+
+        # Certificates
+        if analysis_result["certificates"]:
+            report_lines.append("CERTIFICATES:")
+            for i, cert in enumerate(analysis_result["certificates"], 1):
+                report_lines.append(f"  Certificate #{i}:")
+                report_lines.append(f"    - Version: {cert['version']}")
+                report_lines.append(f"    - Serial Number: {cert['serial_number']}")
+                report_lines.append(f"    - Subject: {cert['subject']}")
+                report_lines.append(f"    - Issuer: {cert['issuer']}")
+                report_lines.append(f"    - Valid From: {cert['not_valid_before']}")
+                report_lines.append(f"    - Valid Until: {cert['not_valid_after']}")
+                report_lines.append(f"    - Currently Valid: {'YES' if cert['is_valid'] else 'NO'}")
+                report_lines.append(f"    - Signature Algorithm: {cert['signature_algorithm']}")
+                report_lines.append(f"    - Public Key Type: {cert['public_key_info']['key_type']}")
+                if cert["public_key_info"].get("key_size_bits"):
+                    report_lines.append(f"    - Key Size: {cert['public_key_info']['key_size_bits']} bits")
+                if cert["public_key_info"].get("curve"):
+                    report_lines.append(f"    - Curve: {cert['public_key_info']['curve']}")
+
+                if cert["extended_key_usage"]:
+                    report_lines.append("    - Extended Key Usage:")
+                    for eku in cert["extended_key_usage"]:
+                        report_lines.append(f"      * {eku}")
+
+                if cert["extensions"]:
+                    report_lines.append("    - Extensions:")
+                    for ext in cert["extensions"]:
+                        critical_text = " (CRITICAL)" if ext["critical"] else ""
+                        report_lines.append(f"      * {ext['name']}{critical_text}")
+                        if ext.get("extended_key_usage_oids"):
+                            report_lines.append(f"        OIDs: {', '.join(ext['extended_key_usage_oids'])}")
+
+                report_lines.append("")
+
+        # Private keys
+        if analysis_result["private_keys"]:
+            report_lines.append("PRIVATE KEYS:")
+            for i, key in enumerate(analysis_result["private_keys"], 1):
+                report_lines.append(f"  Private Key #{i}:")
+                report_lines.append(f"    - Key Type: {key['key_type']}")
+                if key.get("key_size_bits"):
+                    report_lines.append(f"    - Key Size: {key['key_size_bits']} bits")
+                if key.get("curve"):
+                    report_lines.append(f"    - Curve: {key['curve']}")
+                report_lines.append("")
+
+        # Public keys
+        if analysis_result["public_keys"]:
+            report_lines.append("PUBLIC KEYS:")
+            for i, key in enumerate(analysis_result["public_keys"], 1):
+                report_lines.append(f"  Public Key #{i}:")
+                report_lines.append(f"    - Key Type: {key['key_type']}")
+                if key.get("key_size_bits"):
+                    report_lines.append(f"    - Key Size: {key['key_size_bits']} bits")
+                if key.get("curve"):
+                    report_lines.append(f"    - Curve: {key['curve']}")
+                report_lines.append("")
+
+        # Errors
+        if analysis_result["errors"]:
+            report_lines.append("ERRORS:")
+            for error in analysis_result["errors"]:
+                report_lines.append(f"  - {error}")
+            report_lines.append("")
+
+        return "\n".join(report_lines)
+
+    def _analyze_certificate(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze certificate file and generate enrichment result."""
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            with open(file_path, "rb") as f:
+                data = f.read()
+
+            file_extension = Path(file_enriched.file_name).suffix.lower()
+            analysis_result = self._parse_certificate_data(data, file_extension)
+
+            enrichment_result.results = analysis_result
+
+            # Generate human-readable report
+            report = self._generate_report(analysis_result, file_enriched.file_name)
+
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", delete=False) as tmp_file:
+                tmp_file.write(report)
+                tmp_file.flush()
+
+                object_id = self.storage.upload_file(tmp_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}_analysis.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+
+            enrichment_result.transforms = [displayable_parsed]
+            return enrichment_result
 
-            fingerprint = cert.fingerprint(digest)
-            return ":".join(f"{b:02x}" for b in fingerprint)
         except Exception as e:
-            logger.error(f"Error getting fingerprint: {str(e)}")
-            return "Unknown"
+            logger.exception(e, message=f"Error analyzing certificate file for {file_enriched.file_name}")
+            return None
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process certificate file."""
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
-            transforms = []
-            findings = []
-
-            logger.debug(f"CERT file_path: {file_path}")
-
-            certificates = None
-            used_password = None
 
             if file_path:
-                try:
-                    certificates, used_password = self._load_certificates(file_path)
-                except Exception as e:
-                    logger.exception(
-                        e,
-                        message="Error loading certificate file from passed file",
-                        object_id=file_enriched.object_id,
-                        file_name=file_enriched.file_name,
-                        file_path=file_path,
-                    )
+                return self._analyze_certificate(file_path, file_enriched)
             else:
                 with self.storage.download(file_enriched.object_id) as temp_file:
-                    try:
-                        certificates, used_password = self._load_certificates(temp_file.name)
-                    except Exception as e:
-                        logger.exception(
-                            e,
-                            message="Error loading certificate file from downloaded file",
-                            object_id=file_enriched.object_id,
-                            file_name=file_enriched.file_name,
-                        )
-
-            if certificates:
-                try:
-                    cert_info_list = []
-                    expired_certs = []
-
-                    for cert in certificates:
-                        try:
-                            cert_info = self._get_cert_info(cert)
-                            # Ensure is_valid_now exists in the cert_info dict
-                            if "is_valid_now" not in cert_info:
-                                cert_info["is_valid_now"] = False
-                            cert_info_list.append(cert_info)
-
-                            # Check if certificate is expired
-                            if not cert_info.get("is_valid_now", False):
-                                expired_certs.append(cert_info)
-                        except Exception as e:
-                            logger.error(f"Error processing certificate: {str(e)}")
-                            # Add a minimal cert_info with error details
-                            cert_info_list.append({"error": str(e), "is_valid_now": False})
-
-                    # Generate summary report
-                    report_lines = []
-                    report_lines.append("# Certificate Analysis Summary")
-                    report_lines.append(f"\nFile name: {file_enriched.file_name}")
-                    report_lines.append(f"\nTotal certificates: {len(cert_info_list)}")
-                    report_lines.append(f"\nValid certificates: {len(cert_info_list) - len(expired_certs)}")
-                    report_lines.append(f"\nExpired certificates: {len(expired_certs)}")
-
-                    # Add password info if it's a PKCS#12 file
-                    if used_password is not None:
-                        report_lines.append(
-                            f"\n**Note**: Successfully decrypted PKCS#12/PFX file using password: '{used_password}'"
-                        )
-
-                    # Certificate details
-                    for i, cert_info in enumerate(cert_info_list, 1):
-                        eku = ""
-                        report_lines.append(f"\n## Certificate {i}")
-
-                        # Handle error case
-                        if "error" in cert_info and "subject" not in cert_info:
-                            report_lines.append(f"\n**ERROR**: {cert_info['error']}")
-                            continue
-
-                        # Format subject and issuer with line breaks for readability
-                        report_lines.append(f"\n**Subject**:  \n{cert_info['subject']}")
-                        report_lines.append(f"\n**Issuer**:  \n{cert_info['issuer']}")
-
-                        # Basic certificate details
-                        report_lines.append(f"\n**Serial Number**: {cert_info['serial_number']}")
-                        report_lines.append(f"\n**Valid From**: {cert_info['not_valid_before']}")
-                        report_lines.append(f"\n**Valid To**: {cert_info['not_valid_after']}")
-                        report_lines.append(
-                            f"\n**Status**: {'Valid' if cert_info.get('is_valid_now', False) else 'Expired or Not Yet Valid'}"
-                        )
-                        report_lines.append(f"\n**Version**: {cert_info['version']}")
-                        report_lines.append(f"\n**Signature Algorithm**: {cert_info['signature_algorithm']}")
-                        report_lines.append(
-                            f"\n**Public Key**: {cert_info['public_key_type']} ({cert_info['key_size']} bits)"
-                        )
-
-                        # Fingerprints with better formatting
-                        if cert_info["fingerprint_sha1"]:
-                            report_lines.append(f"\n**SHA-1 Fingerprint**:  \n{cert_info['fingerprint_sha1']}")
-                        if cert_info["fingerprint_sha256"]:
-                            report_lines.append(f"\n**SHA-256 Fingerprint**:  \n{cert_info['fingerprint_sha256']}")
-
-                        # Subject Alternative Names with better formatting
-                        if "subject_alternative_names" in cert_info and cert_info["subject_alternative_names"]:
-                            report_lines.append("\n**Subject Alternative Names**:")
-                            for san in cert_info["subject_alternative_names"]:
-                                # Extract the SAN value and format it properly
-                                san_type = san.split(":", 1)[0] if ":" in san else "Other"
-                                san_value = san.split(":", 1)[1] if ":" in san else san
-
-                                # Format as a list item with link if it's a domain or email
-                                if san_type == "DNS" or san_type == "email":
-                                    # Make email addresses and domains clickable if possible
-                                    if san_type == "DNS":
-                                        report_lines.append(f"- **{san_type}**: [{san_value}](https://{san_value})")
-                                    elif san_type == "email":
-                                        report_lines.append(f"- **{san_type}**: [{san_value}](mailto:{san_value})")
-                                    else:
-                                        report_lines.append(f"- **{san_type}**: {san_value}")
-                                else:
-                                    report_lines.append(f"- **{san_type}**: {san_value}")
-
-                        # Extensions with better formatting
-                        if cert_info["extensions"]:
-                            report_lines.append("\n**Key Extensions**:")
-                            for ext_name, ext_value in cert_info["extensions"].items():
-                                # Skip displaying SANs here as we already showed them above
-                                if ext_name != "subjectAltName":
-                                    # Format the extension value in a readable way
-                                    try:
-                                        formatted_value = self._format_extension_value(ext_name, ext_value)
-                                    except Exception as e:
-                                        logger.error(f"Error formatting extension {ext_name}: {str(e)}")
-                                        formatted_value = str(ext_value)
-
-                                    report_lines.append(f"- **{ext_name}**:  \n  {formatted_value}")
-                                    if ext_name == "extendedKeyUsage":
-                                        eku = formatted_value
-
-                    # Update the raw_data to include password information if a PKCS#12 file was loaded
-                    raw_data = {"certificates": cert_info_list}
-                    if used_password is not None:
-                        raw_data["pkcs12_password"] = used_password
-
-                    # Create summary report transform
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_report:
-                        tmp_report.write("\n".join(report_lines))
-                        tmp_report.flush()
-                        report_id = self.storage.upload_file(tmp_report.name)
-
-                        transforms.append(
-                            Transform(
-                                type="finding_summary",
-                                object_id=f"{report_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_analysis.md",
-                                    "display_type_in_dashboard": "markdown",
-                                    "default_display": True,
-                                },
-                            )
-                        )
-
-                    # Export certificate info to CSV
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_csv:
-                        fieldnames = [
-                            "subject",
-                            "issuer",
-                            "serial_number",
-                            "not_valid_before",
-                            "not_valid_after",
-                            "is_valid_now",
-                            "version",
-                            "signature_algorithm",
-                            "public_key_type",
-                            "key_size",
-                            "fingerprint_sha1",
-                            "fingerprint_sha256",
-                        ]
-
-                        # Add pkcs12_password field if applicable
-                        if used_password is not None:
-                            fieldnames.append("pkcs12_password")
-
-                        writer = csv.DictWriter(tmp_csv, fieldnames=fieldnames)
-                        writer.writeheader()
-
-                        for cert_info in cert_info_list:
-                            # Create a row with only the fields we want
-                            row = {field: cert_info[field] for field in fieldnames if field in cert_info}
-                            # Add password information if available
-                            if used_password is not None and "pkcs12_password" in fieldnames:
-                                row["pkcs12_password"] = used_password
-                            writer.writerow(row)
-
-                        tmp_csv.flush()
-                        csv_id = self.storage.upload_file(tmp_csv.name)
-
-                        transforms.append(
-                            Transform(
-                                type="certificate_info.csv",
-                                object_id=f"{csv_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_certificates.csv",
-                                    "offer_as_download": True,
-                                },
-                            )
-                        )
-
-                    # Create finding for valid certificates
-                    valid_certs = [cert for cert in cert_info_list if cert.get("is_valid_now", False)]
-                    if valid_certs:
-                        finding_data = []
-
-                        # Create a summary of valid certificates
-                        valid_summary = "## Valid Certificates Detected\n\n"
-                        valid_summary += "The following certificates are currently valid:\n\n"
-
-                        for i, cert in enumerate(valid_certs, 1):
-                            valid_summary += f"**Certificate {i}**\n"
-                            valid_summary += f"- **Subject:** {cert['subject']}\n"
-                            if eku:
-                                valid_summary += f"- **EKU:** {eku}\n"
-                            valid_summary += f"- **Issuer:** {cert['issuer']}\n"
-                            valid_summary += f"- **Valid From:** {cert['not_valid_before']}\n"
-                            valid_summary += f"- **Valid To:** {cert['not_valid_after']}\n\n"
-
-                        # Add password information if a PKCS#12 file was loaded
-                        if used_password is not None:
-                            valid_summary += f"\n**Note**: Successfully decrypted PKCS#12/PFX file using password: '{used_password}'\n"
-
-                        # Add the valid cert summary as a finding
-                        display_data = FileObject(type="finding_summary", metadata={"summary": valid_summary})
-                        finding_data.append(display_data)
-
-                        # Include password information in the finding if applicable
-                        finding_raw_data = {"valid_certificates": valid_certs}
-                        if used_password is not None:
-                            finding_raw_data["pkcs12_password"] = used_password
-
-                        finding = Finding(
-                            category=FindingCategory.CREDENTIAL,
-                            finding_name="valid_certificates",
-                            origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                            origin_name=self.name,
-                            object_id=file_enriched.object_id,
-                            severity=5,
-                            raw_data=finding_raw_data,
-                            data=finding_data,
-                        )
-
-                        findings.append(finding)
-
-                    # Create additional finding for PKCS#12 password if one was found
-                    if used_password is not None and used_password not in ["None", "Empty string"]:
-                        password_finding_summary = "## PKCS#12/PFX Password Discovered\n\n"
-                        password_finding_summary += (
-                            f"Successfully decrypted PKCS#12/PFX file using password: **'{used_password}'**\n\n"
-                        )
-                        password_finding_summary += "This password may be used for other encrypted files or systems."
-
-                        password_display_data = FileObject(
-                            type="finding_summary", metadata={"summary": password_finding_summary}
-                        )
-
-                        password_finding = Finding(
-                            category=FindingCategory.CREDENTIAL,
-                            finding_name="pkcs12_password_found",
-                            origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                            origin_name=self.name,
-                            object_id=file_enriched.object_id,
-                            severity=7,  # Higher severity for password discovery
-                            raw_data={"pkcs12_password": used_password},
-                            data=[password_display_data],
-                        )
-
-                        findings.append(password_finding)
-
-                    # Add the results to the enrichment result
-                    enrichment_result.transforms = transforms
-                    enrichment_result.findings = findings
-                    enrichment_result.results = raw_data
-
-                    return enrichment_result
-
-                except Exception as e:
-                    logger.exception(e, message=f"Error processing certificate file: {file_enriched.file_name}")
-
-                    # Create an error report
-                    error_report = (
-                        f"# Certificate Analysis Error\n\nFailed to analyze {file_enriched.file_name}: {str(e)}"
-                    )
-
-                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_error:
-                        tmp_error.write(error_report)
-                        tmp_error.flush()
-                        error_id = self.storage.upload_file(tmp_error.name)
-
-                        transforms.append(
-                            Transform(
-                                type="finding_summary",
-                                object_id=f"{error_id}",
-                                metadata={
-                                    "file_name": f"{file_enriched.file_name}_analysis_error.md",
-                                    "display_type_in_dashboard": "markdown",
-                                    "default_display": True,
-                                },
-                            )
-                        )
-
-                        enrichment_result.transforms = transforms
-                        return enrichment_result
+                    return self._analyze_certificate(temp_file.name, file_enriched)
 
         except Exception as e:
-            logger.exception(e, message="Error in certificate analyzer")
+            logger.exception(e, message="Error processing certificate file", file_object_id=object_id)
+            return None
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/projects/file_enrichment/file_enrichment/file_linking/database_service.py b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
index 8f40f96..04f6dc1 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/database_service.py
+++ b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
@@ -44,29 +44,36 @@ class FileLinkingDatabaseService:
         Returns:
             bool: True if successful, False otherwise
         """
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        INSERT INTO file_listings (source, path, object_id, status)
-                        VALUES (%s, %s, %s, %s)
-                        ON CONFLICT (source, path_lower) DO UPDATE SET
-                            object_id = EXCLUDED.object_id,
-                            status = EXCLUDED.status,
-                            updated_at = CURRENT_TIMESTAMP
-                    """
+        if source and path:
+            try:
+                with psycopg.connect(self.connection_string) as conn:
+                    with conn.cursor() as cur:
+                        query = """
+                            INSERT INTO file_listings (source, path, object_id, status)
+                            VALUES (%s, %s, %s, %s)
+                            ON CONFLICT (source, path_lower) DO UPDATE SET
+                                object_id = EXCLUDED.object_id,
+                                status = EXCLUDED.status,
+                                updated_at = CURRENT_TIMESTAMP
+                        """
 
-                    cur.execute(query, (source, _normalize_file_path(path), object_id, status.value))
-                    conn.commit()
+                        cur.execute(query, (source, _normalize_file_path(path), object_id, status.value))
+                        conn.commit()
 
-                    logger.debug(
-                        "Added/updated file listing", source=source, path=path, status=status.value, object_id=object_id
-                    )
-                    return True
+                        logger.debug(
+                            "Added/updated file listing",
+                            source=source,
+                            path=path,
+                            status=status.value,
+                            object_id=object_id,
+                        )
+                        return True
 
-        except Exception as e:
-            logger.exception("Error adding file listing", source=source, path=path, status=status.value, error=str(e))
-            return False
+            except Exception as e:
+                logger.exception(
+                    "Error adding file listing", source=source, path=path, status=status.value, error=str(e)
+                )
+                return False
 
     def add_file_linking(self, source: str, file_path_1: str, file_path_2: str, link_type: str | None = None) -> bool:
         """
@@ -81,40 +88,42 @@ class FileLinkingDatabaseService:
         Returns:
             bool: True if successful, False otherwise
         """
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
-                        VALUES (%s, %s, %s, %s)
-                        ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
-                            link_type = EXCLUDED.link_type,
-                            updated_at = CURRENT_TIMESTAMP
-                    """
+        if source and file_path_1 and file_path_2:
+            try:
+                with psycopg.connect(self.connection_string) as conn:
+                    with conn.cursor() as cur:
+                        query = """
+                            INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
+                            VALUES (%s, %s, %s, %s)
+                            ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
+                                link_type = EXCLUDED.link_type,
+                                updated_at = CURRENT_TIMESTAMP
+                        """
 
-                    cur.execute(
-                        query, (source, _normalize_file_path(file_path_1), _normalize_file_path(file_path_2), link_type)
-                    )
-                    conn.commit()
+                        cur.execute(
+                            query,
+                            (source, _normalize_file_path(file_path_1), _normalize_file_path(file_path_2), link_type),
+                        )
+                        conn.commit()
 
-                    logger.debug(
-                        "Added file linking",
-                        source=source,
-                        file_path_1=file_path_1,
-                        file_path_2=file_path_2,
-                        link_type=link_type,
-                    )
-                    return True
+                        logger.debug(
+                            "Added file linking",
+                            source=source,
+                            file_path_1=file_path_1,
+                            file_path_2=file_path_2,
+                            link_type=link_type,
+                        )
+                        return True
 
-        except Exception as e:
-            logger.exception(
-                "Error adding file linking",
-                source=source,
-                file_path_1=file_path_1,
-                file_path_2=file_path_2,
-                error=str(e),
-            )
-            return False
+            except Exception as e:
+                logger.exception(
+                    "Error adding file linking",
+                    source=source,
+                    file_path_1=file_path_1,
+                    file_path_2=file_path_2,
+                    error=str(e),
+                )
+                return False
 
     def update_listing_status(
         self, source: str, path: str, new_status: FileListingStatus, object_id: str | None = None
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index e479b55..ff2bb35 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -1290,6 +1290,7 @@ develop = true
 
 [package.dependencies]
 dapr = ">=1.0.0,<2.0.0"
+impacket = ">=0.12.0,<0.13.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -5578,4 +5579,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "4036266b23dc4e8b4bcc3cce59acf3b94e4cafb7ff04a9d43abfe3e938a021a8"
+content-hash = "e39541f703abf195f73f47e34688c026447ad3df79a7268971372aee11420e6e"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index c81b474..9eeb8bb 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -39,7 +39,7 @@ pyarrow = "^19.0.1"
 msoffcrypto-tool = "^5.4.2"
 oletools = "^0.60.2"
 pypykatz = "^0.6.11"
-
+cryptography = "^42.0.8"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/web_api/web_api/container_monitor.py b/projects/web_api/web_api/container_monitor.py
index f7169a2..1a8aa81 100644
--- a/projects/web_api/web_api/container_monitor.py
+++ b/projects/web_api/web_api/container_monitor.py
@@ -7,14 +7,12 @@ import uuid
 import zipfile
 from pathlib import Path
 from queue import Queue
-from typing import Optional, Dict, Any
-from watchdog.events import FileSystemEventHandler
-from watchdog.observers import Observer
+from typing import Any
 
-import pytsk3
 import structlog
 import yaml
-
+from watchdog.events import FileSystemEventHandler
+from watchdog.observers import Observer
 from web_api.large_containers import LargeContainerProcessor
 
 logger = structlog.get_logger(module=__name__)
@@ -30,38 +28,48 @@ def is_container_file(file_path: Path) -> bool:
     """
     if not file_path.is_file():
         return False
-    
+
     filename_lower = file_path.name.lower()
-    
+
     # Check ZIP files by extension first
-    if filename_lower.endswith('.zip'):
+    if filename_lower.endswith(".zip"):
         try:
             return zipfile.is_zipfile(file_path)
         except Exception:
             return False
-    
+
     # Check disk images by extension - all formats supported by Sleuth Kit
     disk_image_extensions = (
         # Raw disk images
-        '.dd', '.raw', '.img', '.image', '.bin', '.dmg',
+        ".dd",
+        ".raw",
+        ".img",
+        ".image",
+        ".bin",
+        ".dmg",
         # Forensic formats
-        '.e01', '.ex01', '.l01', '.lx01', '.ewf', '.s01'
+        ".e01",
+        ".ex01",
+        ".l01",
+        ".lx01",
+        ".ewf",
+        ".s01",
     )
-    
+
     if any(filename_lower.endswith(ext) for ext in disk_image_extensions):
         return True
-    
+
     # For unknown extensions, check if it's a ZIP file
     try:
         if zipfile.is_zipfile(file_path):
             return True
     except Exception:
         pass
-    
+
     return False
 
 
-def find_config_file(start_path: Path, root_path: Path) -> Optional[Path]:
+def find_config_file(start_path: Path, root_path: Path) -> Path | None:
     """
     Find config.yaml or settings.yaml (or .yml) starting from start_path
     and searching upward until root_path.
@@ -83,8 +91,8 @@ def find_config_file(start_path: Path, root_path: Path) -> Optional[Path]:
 
     """
     current_path = start_path
-    config_names = ['config.yaml', 'config.yml', 'settings.yaml', 'settings.yml']
-    
+    config_names = ["config.yaml", "config.yml", "settings.yaml", "settings.yml"]
+
     while True:
         # Check each possible config file name in the current directory
         for config_name in config_names:
@@ -92,50 +100,50 @@ def find_config_file(start_path: Path, root_path: Path) -> Optional[Path]:
             if config_file.exists() and config_file.is_file():
                 logger.info(f"Found config file: {config_file}")
                 return config_file
-        
+
         # Move up one directory
         parent = current_path.parent
-        
+
         # Stop if we've reached the root path or can't go up further
         if current_path == root_path or current_path == parent:
             break
-            
+
         current_path = parent
-    
+
     logger.info(f"No config file found from {start_path} up to {root_path}")
     return None
 
 
-def wait_for_file_stability(file_path: Path, max_wait_seconds: int = (60*60), check_interval: float = 20.0) -> bool:
+def wait_for_file_stability(file_path: Path, max_wait_seconds: int = (60 * 60), check_interval: float = 20.0) -> bool:
     """
     Wait for a file to be stable (not being written to) before processing.
-    
+
     Args:
         file_path: Path to the file to monitor
         max_wait_seconds: Maximum time to wait in seconds (default 5 minutes)
         check_interval: How often to check file stability in seconds
-    
+
     Returns:
         True if file is stable, False if timeout occurred
     """
     if not file_path.exists():
         logger.warning(f"File does not exist: {file_path}")
         return False
-    
+
     logger.info(f"Waiting for file stability: {file_path}")
-    
+
     start_time = time.time()
     last_size = -1
     last_mtime = -1
     stable_checks = 0
     required_stable_checks = max(3, int(60 / check_interval))  # At least 3 checks, or 60 seconds worth
-    
+
     while time.time() - start_time < max_wait_seconds:
         try:
             stat = file_path.stat()
             current_size = stat.st_size
             current_mtime = stat.st_mtime
-            
+
             # Check if file size and modification time haven't changed
             if current_size == last_size and current_mtime == last_mtime:
                 stable_checks += 1
@@ -148,72 +156,72 @@ def wait_for_file_stability(file_path: Path, max_wait_seconds: int = (60*60), ch
                 last_size = current_size
                 last_mtime = current_mtime
                 logger.debug(f"File still changing - size: {current_size}, mtime: {current_mtime}")
-            
+
             time.sleep(check_interval)
-            
+
         except Exception as e:
             logger.warning(f"Error checking file stability for {file_path}: {e}")
             time.sleep(check_interval)
-    
+
     logger.warning(f"File stability timeout after {max_wait_seconds}s: {file_path}")
     return False
 
 
-def parse_config_file(config_path: Optional[Path], container_file: Path) -> Dict[str, Any]:
+def parse_config_file(config_path: Path | None, container_file: Path) -> dict[str, Any]:
     """
     Parse config file and return metadata with defaults.
     """
     metadata = {
         "agent_id": "mounted_container",
-        "project": "unknown", 
+        "project": "unknown",
         "source": container_file.stem,  # base filename without extension
-        "file_filters": None
+        "file_filters": None,
     }
-    
+
     if not config_path:
         return metadata
-    
+
     try:
-        with open(config_path, 'r') as f:
+        with open(config_path) as f:
             config = yaml.safe_load(f)
-        
+
         if not config:
             return metadata
-        
+
         # Extract metadata section
-        if 'metadata' in config:
-            meta_section = config['metadata']
-            if 'agent_id' in meta_section:
-                metadata['agent_id'] = meta_section['agent_id']
-            if 'project' in meta_section:
-                metadata['project'] = meta_section['project']
-            if 'source' in meta_section:
-                metadata['source'] = meta_section['source']
-        
+        if "metadata" in config:
+            meta_section = config["metadata"]
+            if "agent_id" in meta_section:
+                metadata["agent_id"] = meta_section["agent_id"]
+            if "project" in meta_section:
+                metadata["project"] = meta_section["project"]
+            if "source" in meta_section:
+                metadata["source"] = meta_section["source"]
+
         # Extract file_filters section
-        if 'file_filters' in config:
-            filters = config['file_filters']
+        if "file_filters" in config:
+            filters = config["file_filters"]
             # Set default pattern_type to 'regex' if not specified
-            if 'pattern_type' not in filters:
-                filters['pattern_type'] = 'regex'
-            metadata['file_filters'] = filters
-        
+            if "pattern_type" not in filters:
+                filters["pattern_type"] = "regex"
+            metadata["file_filters"] = filters
+
         logger.info(f"Parsed config from {config_path}", metadata=metadata)
-        
+
     except Exception as e:
         logger.warning(f"Error parsing config file {config_path}: {e}")
-    
+
     return metadata
 
 
 class ContainerFileHandler(FileSystemEventHandler):
     """Handler for container file events in the monitored directory"""
-    
+
     def __init__(self, container_queue: Queue, root_path: Path):
         self.container_queue = container_queue
         self.root_path = root_path
         self.completed_path = root_path / COMPLETED_FOLDER
-    
+
     def _should_ignore_path(self, file_path: Path) -> bool:
         """Check if a path should be ignored (e.g., in completed folder)"""
         try:
@@ -223,17 +231,17 @@ class ContainerFileHandler(FileSystemEventHandler):
         except ValueError:
             # File is not in completed folder
             return False
-    
+
     def on_created(self, event):
         """Called when a file is created"""
         if not event.is_directory:
             self._handle_file(Path(event.src_path))
-    
+
     def on_moved(self, event):
         """Called when a file is moved into the monitored directory"""
         if not event.is_directory:
             self._handle_file(Path(event.dest_path))
-    
+
     def _handle_file(self, file_path: Path):
         """Handle a new or moved file"""
         try:
@@ -241,40 +249,37 @@ class ContainerFileHandler(FileSystemEventHandler):
             if self._should_ignore_path(file_path):
                 logger.debug(f"Ignoring file in completed folder: {file_path}")
                 return
-            
+
             # Small delay to let file creation settle
             time.sleep(0.5)
-            
+
             # Check if file still exists (could have been moved/deleted quickly)
             if not file_path.exists():
                 logger.debug(f"File no longer exists, ignoring: {file_path}")
                 return
-            
+
             # Check if it's a container file
             if is_container_file(file_path):
                 logger.info(f"New container file detected: {file_path}")
-                
+
                 # Find config file
                 config_path = find_config_file(file_path.parent, self.root_path)
-                
+
                 # Parse config and create metadata
                 metadata = parse_config_file(config_path, file_path)
-                
+
                 # Add to processing queue
-                self.container_queue.put({
-                    'file_path': file_path,
-                    'metadata': metadata
-                })
+                self.container_queue.put({"file_path": file_path, "metadata": metadata})
             else:
                 logger.debug(f"Non-container file ignored: {file_path}")
-                
+
         except Exception as e:
             logger.exception(f"Error handling file {file_path}: {e}")
 
 
 class ContainerMonitor:
     """Monitor for container files with background processing"""
-    
+
     def __init__(self):
         self.mounted_path = Path(MOUNTED_CONTAINER_PATH)
         self.completed_path = self.mounted_path / COMPLETED_FOLDER
@@ -283,19 +288,19 @@ class ContainerMonitor:
         self.observer = None
         self.processing_thread = None
         self.running = False
-        
+
         # Ensure completed directory exists
         self.completed_path.mkdir(exist_ok=True)
-    
+
     def _move_to_completed(self, file_path: Path):
         """Move a container file to the completed folder"""
         try:
             # Create completed folder if it doesn't exist
             self.completed_path.mkdir(exist_ok=True)
-            
+
             # Calculate destination path
             dest_path = self.completed_path / file_path.name
-            
+
             # Handle name conflicts by adding a counter
             counter = 1
             while dest_path.exists():
@@ -303,18 +308,18 @@ class ContainerMonitor:
                 suffix = file_path.suffix
                 dest_path = self.completed_path / f"{stem}_{counter}{suffix}"
                 counter += 1
-            
+
             # Move the file
             shutil.move(str(file_path), str(dest_path))
             logger.info(f"Moved completed container to: {dest_path}")
-            
+
         except Exception as e:
             logger.error(f"Error moving file {file_path} to completed folder: {e}")
-    
+
     def _process_containers(self):
         """Background thread function to process containers one at a time"""
         logger.info("Container processing thread started")
-        
+
         while self.running:
             try:
                 # Get next container from queue (blocking with timeout)
@@ -322,162 +327,155 @@ class ContainerMonitor:
                     container_info = self.container_queue.get(timeout=1.0)
                 except:
                     continue  # Timeout, check if still running
-                
-                file_path = container_info['file_path']
-                metadata = container_info['metadata']
-                
+
+                file_path = container_info["file_path"]
+                metadata = container_info["metadata"]
+
                 logger.info(f"Processing container: {file_path}")
-                
+
                 try:
                     # Wait for file to be stable before processing
                     if not wait_for_file_stability(file_path):
                         logger.error(f"File stability timeout, skipping: {file_path}")
                         continue
-                    
+
                     # Generate container ID
                     container_id = str(uuid.uuid4())
-                    
+
                     # Add file information to metadata
                     file_stats = file_path.stat()
                     processing_metadata = metadata.copy()
-                    processing_metadata.update({
-                        "filename": file_path.name,
-                        "path": str(file_path),
-                        "content_type": "application/octet-stream",
-                        "size": file_stats.st_size,
-                        "source_type": "mounted_monitor"
-                    })
-                    
+                    processing_metadata.update(
+                        {
+                            "filename": file_path.name,
+                            "path": str(file_path),
+                            "content_type": "application/octet-stream",
+                            "size": file_stats.st_size,
+                            "source_type": "mounted_monitor",
+                        }
+                    )
+
                     # Process the container
-                    result = self.processor.process_container_from_path(
-                        container_id, file_path, processing_metadata
-                    )
-                    
+                    result = self.processor.process_container_from_path(container_id, file_path, processing_metadata)
+
                     logger.info(
-                        f"Container processing completed: {file_path}",
-                        container_id=container_id,
-                        result=result
+                        f"Container processing completed: {file_path}", container_id=container_id, result=result
                     )
-                    
+
                     # Move file to completed folder
                     self._move_to_completed(file_path)
-                    
+
                 except Exception as e:
                     logger.exception(f"Error processing container {file_path}: {e}")
-                
+
                 finally:
                     self.container_queue.task_done()
-                    
+
             except Exception as e:
                 logger.exception(f"Unexpected error in container processing thread: {e}")
-        
+
         logger.info("Container processing thread stopped")
-    
+
     def _scan_existing_files(self):
         """Scan for existing container files on startup"""
         try:
             logger.info(f"Scanning for existing container files in: {self.mounted_path}")
-            
+
             for file_path in self.mounted_path.rglob("*"):
                 # Skip files in completed folder
                 if self.completed_path in file_path.parents or file_path == self.completed_path:
                     continue
-                
+
                 # Check if it's a container file
                 if is_container_file(file_path):
                     logger.info(f"Found existing container file: {file_path}")
-                    
+
                     # Find config file
                     config_path = find_config_file(file_path.parent, self.mounted_path)
-                    
+
                     # Parse config and create metadata
                     metadata = parse_config_file(config_path, file_path)
-                    
+
                     # Add to processing queue
-                    self.container_queue.put({
-                        'file_path': file_path,
-                        'metadata': metadata
-                    })
-                    
+                    self.container_queue.put({"file_path": file_path, "metadata": metadata})
+
         except Exception as e:
             logger.exception(f"Error scanning existing files: {e}")
-    
+
     def start(self):
         """Start the container monitor"""
         if self.running:
             logger.warning("Container monitor is already running")
             return
-        
+
         try:
             # Validate mounted path exists
             if not self.mounted_path.exists():
                 logger.error(f"Mounted container path does not exist: {self.mounted_path}")
                 return
-            
+
             logger.info(f"Starting container monitor for: {self.mounted_path}")
-            
+
             self.running = True
-            
+
             # Start processing thread
             self.processing_thread = threading.Thread(
-                target=self._process_containers,
-                daemon=True,
-                name="ContainerProcessor"
+                target=self._process_containers, daemon=True, name="ContainerProcessor"
             )
             self.processing_thread.start()
-            
+
             # Scan for existing files
             self._scan_existing_files()
-            
+
             # Set up file system watcher
             event_handler = ContainerFileHandler(self.container_queue, self.mounted_path)
             self.observer = Observer()
             self.observer.schedule(event_handler, str(self.mounted_path), recursive=True)
-            
+
             # Start monitoring
             self.observer.start()
             logger.info("Container file monitoring started")
-            
+
         except Exception as e:
             logger.exception(f"Error starting container monitor: {e}")
             self.stop()
-    
+
     def stop(self):
         """Stop the container monitor"""
         if not self.running:
             return
-        
+
         logger.info("Stopping container monitor...")
         self.running = False
-        
+
         # Stop file system observer
         if self.observer:
             self.observer.stop()
             self.observer.join()
             self.observer = None
-        
+
         # Wait for processing thread to finish
         if self.processing_thread and self.processing_thread.is_alive():
             logger.info("Waiting for container processing to complete...")
             self.processing_thread.join(timeout=30)  # Wait up to 30 seconds
             if self.processing_thread.is_alive():
                 logger.warning("Container processing thread did not stop cleanly")
-        
+
         logger.info("Container monitor stopped")
-    
-    def get_status(self) -> Dict[str, Any]:
+
+    def get_status(self) -> dict[str, Any]:
         """Get monitor status information"""
         return {
             "running": self.running,
             "mounted_path": str(self.mounted_path),
             "completed_path": str(self.completed_path),
             "queue_size": self.container_queue.qsize(),
-            "processing_thread_alive": self.processing_thread.is_alive() if self.processing_thread else False
+            "processing_thread_alive": self.processing_thread.is_alive() if self.processing_thread else False,
         }
 
 
 # Global monitor instance
-_monitor_instance: Optional[ContainerMonitor] = None
+_monitor_instance: ContainerMonitor | None = None
 
 
 def get_monitor() -> ContainerMonitor:
@@ -490,10 +488,11 @@ def get_monitor() -> ContainerMonitor:
 
 async def start_monitor():
     """Start the container monitor asynchronously"""
+
     def _start():
         monitor = get_monitor()
         monitor.start()
-    
+
     # Run in thread pool to avoid blocking
     loop = asyncio.get_event_loop()
     await loop.run_in_executor(None, _start)
@@ -501,10 +500,11 @@ async def start_monitor():
 
 async def stop_monitor():
     """Stop the container monitor asynchronously"""
+
     def _stop():
         monitor = get_monitor()
         monitor.stop()
-    
+
     # Run in thread pool to avoid blocking
     loop = asyncio.get_event_loop()
-    await loop.run_in_executor(None, _stop)
\ No newline at end of file
+    await loop.run_in_executor(None, _stop)

From b0dfd5fbc72e4778a56b2d318ac52625f1e4f254 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 1 Sep 2025 16:52:28 -0700
Subject: [PATCH 010/279] Redid `keytab` module

-Redid `keytab` module so it now works properly
---
 .../keytab/analyzer.py                        | 386 ++++++------------
 1 file changed, 134 insertions(+), 252 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
index 06699cf..e790de2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
@@ -16,71 +16,6 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 logger = structlog.get_logger(module=__name__)
 
 
-# Keytab structure classes
-class KeyTab(Structure):
-    structure = (("file_format_version", "H=517"), ("keytab_entry", ":"))
-
-    def fromString(self, data):
-        self.entries = []
-        Structure.fromString(self, data)
-        data = self["keytab_entry"]
-        while len(data) != 0:
-            ktentry = KeyTabEntry(data)
-            data = data[len(ktentry.getData()) :]
-            self.entries.append(ktentry)
-
-    def getData(self):
-        self["keytab_entry"] = b"".join([entry.getData() for entry in self.entries])
-        data = Structure.getData(self)
-        return data
-
-
-class OctetString(Structure):
-    structure = (("len", ">H-value"), ("value", ":"))
-
-
-class KeyTabContentRest(Structure):
-    structure = (
-        ("name_type", ">I=1"),
-        ("timestamp", ">I=0"),
-        ("vno8", "B=2"),
-        ("keytype", ">H"),
-        ("keylen", ">H-key"),
-        ("key", ":"),
-    )
-
-
-class KeyTabContent(Structure):
-    structure = (
-        ("num_components", ">h"),
-        ("realmlen", ">h-realm"),
-        ("realm", ":"),
-        ("components", ":"),
-        ("restdata", ":"),
-    )
-
-    def fromString(self, data):
-        self.components = []
-        Structure.fromString(self, data)
-        data = self["components"]
-        for i in range(self["num_components"]):
-            ktentry = OctetString(data)
-            data = data[ktentry["len"] + 2 :]
-            self.components.append(ktentry)
-        self.restfields = KeyTabContentRest(data)
-
-    def getData(self):
-        self["num_components"] = len(self.components)
-        self["components"] = b"".join([component.getData() for component in self.components])
-        self["restdata"] = self.restfields.getData()
-        data = Structure.getData(self)
-        return data
-
-
-class KeyTabEntry(Structure):
-    structure = (("size", ">I-content"), ("content", ":", KeyTabContent))
-
-
 class KeytabAnalyzer(EnrichmentModule):
     def __init__(self):
         super().__init__("keytab_analyzer")
@@ -144,199 +79,146 @@ rule Keytab_File
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
-    def _parse_keytab(self, file_data):
-        """Parse a keytab file and extract key information with robust error handling."""
-        entries = []
-
-        # Check for minimum keytab file size
-        if len(file_data) < 4:
-            entries.append({"error": "File too small to be a valid keytab"})
-            return entries
-
-        # Verify keytab version at the beginning of the file
+    def _parse_keytab_entry(self, entry_data):
+        """Parse a single keytab entry."""
         try:
-            version = unpack("H", file_data[0:2])[0]
-            if version != 0x502:
-                entries.append({"error": f"Unexpected keytab version: 0x{version:x}"})
-                # Continue processing anyway as best effort
-        except Exception as e:
-            entries.append({"error": f"Failed to parse keytab version: {str(e)}"})
-
-        # Try the standard parsing approach first
-        try:
-            keytab = KeyTab()
-            keytab.fromString(file_data)
-
-            for entry in keytab.entries:
-                try:
-                    content = entry["content"]
-
-                    # Extract realm
-                    realm = content["realm"].decode("utf-8", errors="replace")
-
-                    # Extract principal components
-                    principal_components = []
-                    for component in content.components:
-                        principal_components.append(component["value"].decode("utf-8", errors="replace"))
-
-                    principal = "/".join(principal_components)
-
-                    # Extract key information
-                    key_type = content.restfields["keytype"]
-                    key_type_name = self.key_types.get(key_type, f"Unknown ({key_type})")
-                    key = content.restfields["key"]
-                    key_hex = binascii.hexlify(key).decode("ascii")
-
-                    # Extract timestamp if available
-                    timestamp = content.restfields["timestamp"]
-                    if timestamp > 0:
-                        timestamp_dt = datetime.fromtimestamp(timestamp, tz=UTC).isoformat()
-                    else:
-                        timestamp_dt = "N/A"
-
-                    # Create entry information
-                    entry_info = {
-                        "realm": realm,
-                        "principal": principal,
-                        "key_type": key_type,
-                        "key_type_name": key_type_name,
-                        "key_length": len(key) * 8,  # Length in bits
-                        "key": key_hex,
-                        "timestamp": timestamp_dt,
-                        "kvno": content.restfields["vno8"],
-                    }
-
-                    entries.append(entry_info)
-
-                except Exception as e:
-                    logger.error(f"Error parsing keytab entry: {str(e)}")
-                    entries.append({"error": f"Error in entry: {str(e)}"})
-
-            # If we got here and have entries, return them
-            if entries:
-                return entries
-
-        except Exception as e:
-            logger.error(f"Standard parsing approach failed: {str(e)}")
-            # Continue to fallback parsing methods
-
-        # Fallback: Manual parsing for common keytab format
-        try:
-            # Skip the 2-byte header
-            data = file_data[2:]
             offset = 0
-
-            while offset < len(data):
-                try:
-                    # Each entry starts with its size
-                    if offset + 4 > len(data):
-                        break
-
-                    entry_size = unpack(">I", data[offset : offset + 4])[0]
-
-                    # Sanity check on entry size
-                    if entry_size <= 0 or entry_size > len(data) - offset:
-                        offset += 4  # Skip this problematic entry
-                        continue
-
-                    # Get the raw entry data
-                    entry_data = data[offset + 4 : offset + 4 + entry_size]
-                    offset += 4 + entry_size
-
-                    # Try to extract key data from the entry
-                    # This is a simplified approach focusing on finding key material
-                    if len(entry_data) >= 20:  # Minimum size for a meaningful entry
-                        # Look for key type and key data markers
-                        for i in range(len(entry_data) - 8):
-                            # Check for patterns that might indicate key type and length fields
-                            if i + 8 <= len(entry_data):
-                                try:
-                                    possible_key_type = unpack(">H", entry_data[i : i + 2])[0]
-                                    possible_key_len = unpack(">H", entry_data[i + 2 : i + 4])[0]
-
-                                    # Validate key type and length
-                                    if possible_key_type in self.key_types and 8 <= possible_key_len <= 64:
-                                        if i + 4 + possible_key_len <= len(entry_data):
-                                            key_data = entry_data[i + 4 : i + 4 + possible_key_len]
-                                            key_hex = binascii.hexlify(key_data).decode("ascii")
-
-                                            entry_info = {
-                                                "realm": "Unknown (manual extraction)",
-                                                "principal": "Unknown (manual extraction)",
-                                                "key_type": possible_key_type,
-                                                "key_type_name": self.key_types.get(
-                                                    possible_key_type, f"Unknown ({possible_key_type})"
-                                                ),
-                                                "key_length": possible_key_len * 8,
-                                                "key": key_hex,
-                                                "timestamp": "Unknown (manual extraction)",
-                                                "kvno": 0,  # Unknown in this fallback method
-                                                "note": "Extracted using fallback method - limited metadata available",
-                                            }
-                                            entries.append(entry_info)
-                                except Exception:
-                                    # Continue searching through the entry data
-                                    continue
-                except Exception as e:
-                    logger.error(f"Error in fallback parsing of entry at offset {offset}: {str(e)}")
-                    # Continue to next potential entry
-
-            # If we found some entries using the fallback method
-            if entries:
-                return entries
-
+            
+            # Number of components (2 bytes)
+            if offset + 2 > len(entry_data):
+                return None
+            num_components = unpack(">h", entry_data[offset:offset+2])[0]
+            offset += 2
+            
+            # Realm length and value
+            if offset + 2 > len(entry_data):
+                return None
+            realm_len = unpack(">h", entry_data[offset:offset+2])[0]
+            offset += 2
+            
+            if offset + realm_len > len(entry_data):
+                return None
+            realm = entry_data[offset:offset+realm_len].decode('utf-8', errors='replace')
+            offset += realm_len
+            
+            # Components (principal parts)
+            components = []
+            for i in range(num_components):
+                if offset + 2 > len(entry_data):
+                    return None
+                comp_len = unpack(">h", entry_data[offset:offset+2])[0]
+                offset += 2
+                
+                if offset + comp_len > len(entry_data):
+                    return None
+                component = entry_data[offset:offset+comp_len].decode('utf-8', errors='replace')
+                components.append(component)
+                offset += comp_len
+            
+            principal = "/".join(components)
+            
+            # Name type (4 bytes)
+            if offset + 4 > len(entry_data):
+                return None
+            name_type = unpack(">I", entry_data[offset:offset+4])[0]
+            offset += 4
+            
+            # Timestamp (4 bytes)
+            if offset + 4 > len(entry_data):
+                return None
+            timestamp = unpack(">I", entry_data[offset:offset+4])[0]
+            offset += 4
+            
+            # KVNO (1 byte)
+            if offset + 1 > len(entry_data):
+                return None
+            kvno = entry_data[offset]
+            offset += 1
+            
+            # Key type (2 bytes)
+            if offset + 2 > len(entry_data):
+                return None
+            key_type = unpack(">H", entry_data[offset:offset+2])[0]
+            offset += 2
+            
+            # Key length (2 bytes)
+            if offset + 2 > len(entry_data):
+                return None
+            key_length = unpack(">H", entry_data[offset:offset+2])[0]
+            offset += 2
+            
+            # Key data
+            if offset + key_length > len(entry_data):
+                return None
+            key_data = entry_data[offset:offset+key_length]
+            
+            # Format timestamp
+            if timestamp > 0:
+                timestamp_dt = datetime.fromtimestamp(timestamp, tz=UTC).isoformat()
+            else:
+                timestamp_dt = "N/A"
+            
+            return {
+                "realm": realm,
+                "principal": principal,
+                "key_type": key_type,
+                "key_type_name": self.key_types.get(key_type, f"Unknown ({key_type})"),
+                "key_length": key_length * 8,  # Convert to bits
+                "key": binascii.hexlify(key_data).decode("ascii"),
+                "timestamp": timestamp_dt,
+                "kvno": kvno,
+                "name_type": name_type
+            }
+            
         except Exception as e:
-            logger.error(f"Fallback parsing method failed: {str(e)}")
+            logger.error(f"Error parsing keytab entry: {e}")
+            return None
 
-        # If we got here with no entries, check for hex patterns that might be keys
-        if not entries:
+    def _parse_keytab_manual(self, file_data):
+        """Manual keytab parsing implementation."""
+        entries = []
+        
+        # Check version
+        if len(file_data) < 2:
+            return [{"error": "File too small"}]
+        
+        version = unpack(">H", file_data[0:2])[0]
+        if version != 0x0502:
+            entries.append({"error": f"Unexpected keytab version: 0x{version:x}"})
+            return entries
+        
+        offset = 2
+        
+        while offset < len(file_data):
             try:
-                # Last-resort attempt: look for hex patterns that might be keys
-                # Common key sizes: RC4 (16 bytes), AES-128 (16 bytes), AES-256 (32 bytes)
-                key_candidates = []
-
-                # Convert to hex for pattern searching
-                hex_data = binascii.hexlify(file_data).decode("ascii")
-
-                # Look for 32-character (16 bytes) and 64-character (32 bytes) hex sequences
-                # that might be keys (excluding long sequences of zeros or repeated characters)
-                for length in [32, 64]:  # Hex characters, representing 16 or 32 bytes
-                    for i in range(0, len(hex_data) - length, 2):
-                        segment = hex_data[i : i + length]
-
-                        # Skip if it's all zeros or a single repeated character
-                        if segment == "0" * length or all(c == segment[0] for c in segment):
-                            continue
-
-                        # Check for sufficient entropy in the potential key
-                        unique_chars = len(set(segment))
-                        if unique_chars > 10:  # Require some entropy
-                            key_candidates.append(segment)
-
-                # Add found potential keys
-                for i, key in enumerate(key_candidates):
-                    entries.append(
-                        {
-                            "realm": "Unknown (hex pattern extraction)",
-                            "principal": f"Potential key {i + 1}",
-                            "key_type": 0,
-                            "key_type_name": "Unknown (hex pattern extraction)",
-                            "key_length": len(key) * 4,  # Hex characters × 4 bits
-                            "key": key,
-                            "timestamp": "Unknown (hex pattern extraction)",
-                            "kvno": 0,
-                            "note": "Potential key extracted by hex pattern matching - use with caution",
-                        }
-                    )
+                # Read entry size
+                if offset + 4 > len(file_data):
+                    break
+                    
+                entry_size = unpack(">I", file_data[offset:offset+4])[0]
+                offset += 4
+                
+                if entry_size == 0 or offset + entry_size > len(file_data):
+                    break
+                    
+                entry_data = file_data[offset:offset+entry_size]
+                offset += entry_size
+                
+                # Parse entry
+                entry = self._parse_keytab_entry(entry_data)
+                if entry:
+                    entries.append(entry)
+                    
             except Exception as e:
-                logger.error(f"Pattern-based extraction failed: {str(e)}")
-
-        # If we still found nothing, add an error entry
-        if not entries:
-            entries.append({"error": "Failed to parse keytab file using all available methods"})
-
+                logger.error(f"Error parsing keytab entry at offset {offset}: {e}")
+                break
+                
         return entries
 
+    def _parse_keytab(self, file_data):
+        """Parse a keytab file and extract key information."""
+        return self._parse_keytab_manual(file_data)
+
     def _analyze_keytab_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze keytab file and generate enrichment result.
 
@@ -398,7 +280,7 @@ rule Keytab_File
                     report_lines.append(f"\n**Note**: {entry['note']}")
 
                 # Basic entry details
-                report_lines.append(f"\n**Principal**: {entry['principal']}@{entry['realm']}")
+                report_lines.append(f"\n**Principal**: `{entry['principal']}@{entry['realm']}`")
                 report_lines.append(f"\n**Key Version Number (KVNO)**: {entry['kvno']}")
                 report_lines.append(f"\n**Timestamp**: {entry['timestamp']}")
                 report_lines.append(f"\n**Key Type**: {entry['key_type_name']} ({entry['key_type']})")
@@ -444,7 +326,7 @@ rule Keytab_File
 
                 for i, entry in enumerate(valid_keys, 1):
                     key_summary += f"**Entry {i}**\n"
-                    key_summary += f"- **Principal:** {entry['principal']}@{entry['realm']}\n"
+                    key_summary += f"- **Principal:** `{entry['principal']}@{entry['realm']}`\n"
                     key_summary += f"- **Key Type:** {entry['key_type_name']}\n"
                     key_summary += f"- **Key Length:** {entry['key_length']} bits\n"
                     key_summary += f"- **KVNO:** {entry['kvno']}\n"

From 6e490922adf58ac02642dd4fdc127513cf2615b2 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 2 Sep 2025 17:32:21 -0700
Subject: [PATCH 011/279] Redid JSON viewing in FileViewer in frontend

-Redid JSON viewing in FileViewer in frontend to use Monaco
-Added default rendering of the raw enrichment data for each file as JSON
---
 .../src/components/FileViewer/FileViewer.jsx  |  57 ++++++--
 .../src/components/FileViewer/JsonViewer.jsx  | 133 ------------------
 2 files changed, 49 insertions(+), 141 deletions(-)
 delete mode 100644 projects/frontend/src/components/FileViewer/JsonViewer.jsx

diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index 92e5bfe..abd2e05 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -17,7 +17,6 @@ import { useLocation, useNavigate, useParams } from 'react-router-dom';
 import FileDetailsSection from './FileDetailsSection';
 import EnrichmentStatusSection from './EnrichmentStatusSection';
 import { getMonacoLanguage } from './languageMap';
-import JsonViewer from './JsonViewer';
 import CsvViewer from './CsvViewer';
 import MonacoContentViewer from './MonacoViewer';
 import SQLiteViewer from './SQLiteViewer';
@@ -539,6 +538,21 @@ const FileViewer = () => {
       });
     }
 
+    // Add enrichment tabs
+    if (fileData?.enrichments) {
+      fileData.enrichments.forEach(enrichment => {
+        if (enrichment.result_data) {
+          tabs.push({
+            id: `enrichment-${enrichment.module_name}`,
+            type: 'enrichment',
+            label: `Enrichment - ${enrichment.module_name}`,
+            enrichmentData: enrichment,
+            icon: FileText
+          });
+        }
+      });
+    }
+
     // Always add hex view
     tabs.push({ id: 'hex', type: 'hex', label: 'Hex', icon: File });
 
@@ -709,6 +723,7 @@ useEffect(() => {
                 updated_at
                 enrichments {
                   module_name
+                  result_data
                   created_at
                   updated_at
                 }
@@ -860,9 +875,12 @@ useEffect(() => {
     if (transform.type === 'json') {
       const content = new TextDecoder().decode(transform.content);
       return (
-        <div className="bg-gray-50 dark:bg-gray-900 rounded-lg">
-          <JsonViewer content={content} />
-        </div>
+        <MonacoContentViewer
+          content={JSON.stringify(JSON.parse(content), null, 2)}
+          language="json"
+          onLanguageChange={() => {}}
+          showLanguageSelect={false}
+        />
       );
     }
 
@@ -878,6 +896,23 @@ useEffect(() => {
     return null;
   };
 
+  // Render enrichment content as JSON
+  const renderEnrichmentContent = (tabId) => {
+    const enrichmentKey = tabId.replace('enrichment-', '');
+    const enrichment = fileData?.enrichments?.find(e => e.module_name === enrichmentKey);
+    if (!enrichment || !enrichment.result_data) return null;
+
+    const jsonContent = JSON.stringify(enrichment.result_data, null, 2);
+    return (
+      <MonacoContentViewer
+        content={jsonContent}
+        language="json"
+        onLanguageChange={() => {}}
+        showLanguageSelect={false}
+      />
+    );
+  };
+
   // "p"" to swap preview tabs, <- to go back, tab to scroll to file data area
   useEffect(() => {
     const handleKeyDown = (e) => {
@@ -1336,10 +1371,14 @@ useEffect(() => {
                     />
                   ) : tab.id === 'text' ? (
                     fileData?.mime_type === 'application/json' ? (
-                      <JsonViewer
-                        content={textContent || (fileData?.is_plaintext && fileContent ?
-                          new TextDecoder().decode(fileContent.slice(0, MAX_VIEW_SIZE)) :
-                          'No text content available')}
+                      <MonacoContentViewer
+                        content={JSON.stringify(
+                          JSON.parse(textContent || (fileData?.is_plaintext && fileContent ?
+                            new TextDecoder().decode(fileContent.slice(0, MAX_VIEW_SIZE)) :
+                            '{}')), null, 2)}
+                        language="json"
+                        onLanguageChange={() => {}}
+                        showLanguageSelect={false}
                       />
                     ) : fileData?.mime_type === 'text/csv' || fileData?.file_name.endsWith('.csv') ? (
                       <CsvViewer
@@ -1363,6 +1402,8 @@ useEffect(() => {
                       onLanguageChange={() => { }}
                       showLanguageSelect={false}
                     />
+                  ) : tab.type === 'enrichment' ? (
+                    renderEnrichmentContent(tab.id)
                   ) : (
                     renderTransformContent(tab.id)
                   )}
diff --git a/projects/frontend/src/components/FileViewer/JsonViewer.jsx b/projects/frontend/src/components/FileViewer/JsonViewer.jsx
deleted file mode 100644
index 6751e8b..0000000
--- a/projects/frontend/src/components/FileViewer/JsonViewer.jsx
+++ /dev/null
@@ -1,133 +0,0 @@
-import { ChevronDown, ChevronRight } from 'lucide-react';
-import React, { useState, useEffect } from 'react';
-
-const JsonViewer = ({ content }) => {
-    const [expandedPaths, setExpandedPaths] = useState(new Set([]));
-    
-    // Initialize with all paths expanded
-    useEffect(() => {
-        const expandAllPaths = (obj, basePath = 'root') => {
-            const paths = new Set([basePath]);
-            
-            const traverse = (value, path) => {
-                if (value === null || typeof value !== 'object') return;
-                
-                if (Array.isArray(value)) {
-                    value.forEach((item, index) => {
-                        const newPath = `${path}.${index}`;
-                        paths.add(newPath);
-                        traverse(item, newPath);
-                    });
-                } else {
-                    Object.keys(value).forEach(key => {
-                        const newPath = `${path}.${key}`;
-                        paths.add(newPath);
-                        traverse(value[key], newPath);
-                    });
-                }
-            };
-            
-            traverse(obj, basePath);
-            return paths;
-        };
-        
-        try {
-            const parsedContent = typeof content === 'string' ? JSON.parse(content) : content;
-            setExpandedPaths(expandAllPaths(parsedContent));
-        } catch (e) {
-            // If JSON is invalid, do nothing
-        }
-    }, [content]);
-
-    const togglePath = (path) => {
-        const newPaths = new Set(expandedPaths);
-        if (newPaths.has(path)) {
-            newPaths.delete(path);
-        } else {
-            newPaths.add(path);
-        }
-        setExpandedPaths(newPaths);
-    };
-
-    const renderValue = (value, path, depth = 0) => {
-        if (value === null) return <span className="text-gray-500">null</span>;
-        if (typeof value === 'boolean') return <span className="text-purple-500">{value.toString()}</span>;
-        if (typeof value === 'number') return <span className="text-blue-500">{value}</span>;
-        if (typeof value === 'string') return <span className="text-green-500">"{value}"</span>;
-
-        if (Array.isArray(value)) {
-            if (value.length === 0) return <span className="text-gray-500">[]</span>;
-
-            const isExpanded = expandedPaths.has(path);
-            return (
-                <div>
-                    <div
-                        className="inline-flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-800 rounded px-1"
-                        onClick={() => togglePath(path)}
-                    >
-                        {isExpanded ? <ChevronDown className="w-4 h-4" /> : <ChevronRight className="w-4 h-4" />}
-                        <span className="text-gray-500">[{value.length}]</span>
-                    </div>
-                    {isExpanded && (
-                        <div className="ml-4 border-l dark:border-gray-700 pl-2">
-                            {value.map((item, index) => (
-                                <div key={`${path}.${index}`}>
-                                    {renderValue(item, `${path}.${index}`, depth + 1)}
-                                </div>
-                            ))}
-                        </div>
-                    )}
-                </div>
-            );
-        }
-
-        if (typeof value === 'object') {
-            const keys = Object.keys(value);
-            if (keys.length === 0) return <span className="text-gray-500">{"{}"}</span>;
-
-            const isExpanded = expandedPaths.has(path);
-            return (
-                <div>
-                    <div
-                        className="inline-flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-800 rounded px-1"
-                        onClick={() => togglePath(path)}
-                    >
-                        {isExpanded ? <ChevronDown className="w-4 h-4" /> : <ChevronRight className="w-4 h-4" />}
-                        <span className="text-gray-500">{"{...}"}</span>
-                    </div>
-                    {isExpanded && (
-                        <div className="ml-4 border-l dark:border-gray-700 pl-2">
-                            {keys.map(key => (
-                                <div key={`${path}.${key}`} className="flex">
-                                    <span className="text-gray-700 dark:text-gray-300 mr-2">"{key}":</span>
-                                    {renderValue(value[key], `${path}.${key}`, depth + 1)}
-                                </div>
-                            ))}
-                        </div>
-                    )}
-                </div>
-            );
-        }
-
-        return <span>{String(value)}</span>;
-    };
-
-    let parsedContent;
-    try {
-        parsedContent = typeof content === 'string' ? JSON.parse(content) : content;
-    } catch (e) {
-        return (
-            <div className="text-red-500 p-4">
-                Invalid JSON content
-            </div>
-        );
-    }
-
-    return (
-        <div className="font-mono text-sm p-4 bg-white dark:bg-gray-900 rounded-lg">
-            {renderValue(parsedContent, 'root')}
-        </div>
-    );
-};
-
-export default JsonViewer;
\ No newline at end of file

From f2feea47bcb9a6fa5bde68bccb50a4235ede77f5 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 2 Sep 2025 18:14:53 -0700
Subject: [PATCH 012/279] Some preemptive fixes for API doc generation

---
 .github/scripts/generate_api_docs.py |  128 +-
 docs/api.md                          |  329 +++++
 docs/openapi.json                    | 1924 ++++++++++++++++++++++++++
 3 files changed, 2324 insertions(+), 57 deletions(-)
 create mode 100644 docs/api.md
 create mode 100644 docs/openapi.json

diff --git a/.github/scripts/generate_api_docs.py b/.github/scripts/generate_api_docs.py
index 87a3c4b..8fc14b4 100644
--- a/.github/scripts/generate_api_docs.py
+++ b/.github/scripts/generate_api_docs.py
@@ -9,12 +9,13 @@ import json
 import os
 import sys
 from pathlib import Path
-from typing import Dict, Any, List
+from typing import Any
 
 # Add the web_api module to the path
 sys.path.insert(0, str(Path(__file__).parent.parent / "projects" / "web_api"))
 
-def extract_openapi_spec() -> Dict[str, Any]:
+
+def extract_openapi_spec() -> dict[str, Any]:
     """Extract OpenAPI specification from the FastAPI app."""
     try:
         # Set minimal environment variables to avoid database connection issues
@@ -23,8 +24,23 @@ def extract_openapi_spec() -> Dict[str, Any]:
         os.environ.setdefault("MINIO_ROOT_PASSWORD", "test")
         os.environ.setdefault("MINIO_SERVER", "localhost:9000")
         os.environ.setdefault("BUCKET_NAME", "test")
-        
+
+        # Mock Dapr dependencies to avoid connection issues
+        import sys
+        from unittest.mock import MagicMock
+
+        # Mock dapr modules before importing web_api.main
+        mock_dapr_clients = MagicMock()
+        mock_dapr_ext_fastapi = MagicMock()
+        sys.modules["dapr.clients"] = mock_dapr_clients
+        sys.modules["dapr.ext.fastapi"] = mock_dapr_ext_fastapi
+
+        # Mock the specific classes that are imported
+        mock_dapr_clients.DaprClient = MagicMock()
+        mock_dapr_ext_fastapi.DaprApp = MagicMock()
+
         from web_api.main import app
+
         return app.openapi()
     except ImportError as e:
         print(f"Error importing web_api.main: {e}")
@@ -34,19 +50,21 @@ def extract_openapi_spec() -> Dict[str, Any]:
         print(f"Error generating OpenAPI spec: {e}")
         sys.exit(1)
 
-def format_parameter(param: Dict[str, Any]) -> str:
+
+def format_parameter(param: dict[str, Any]) -> str:
     """Format a parameter for documentation."""
     param_type = param.get("schema", {}).get("type", "unknown")
     required = "**required**" if param.get("required", False) else "optional"
     description = param.get("description", "")
-    
+
     return f"- `{param['name']}` ({param_type}, {required}): {description}"
 
-def format_request_body(request_body: Dict[str, Any]) -> str:
+
+def format_request_body(request_body: dict[str, Any]) -> str:
     """Format request body information."""
     if not request_body:
         return ""
-    
+
     content = request_body.get("content", {})
     if "application/json" in content:
         schema = content["application/json"].get("schema", {})
@@ -56,29 +74,26 @@ def format_request_body(request_body: Dict[str, Any]) -> str:
             return f"**Request Body:** `{model_name}` (JSON)"
         elif schema.get("type") == "object":
             return "**Request Body:** JSON object"
-    
+
     return "**Request Body:** See OpenAPI spec for details"
 
-def generate_endpoint_docs(paths: Dict[str, Any]) -> str:
+
+def generate_endpoint_docs(paths: dict[str, Any]) -> str:
     """Generate documentation for all endpoints."""
     docs = []
-    
+
     # Group endpoints by tags
     tagged_endpoints = {}
     untagged_endpoints = []
-    
+
     for path, methods in paths.items():
         for method, details in methods.items():
             if method.upper() not in ["GET", "POST", "PUT", "DELETE", "PATCH"]:
                 continue
-                
+
             tags = details.get("tags", [])
-            endpoint_info = {
-                "path": path,
-                "method": method.upper(),
-                "details": details
-            }
-            
+            endpoint_info = {"path": path, "method": method.upper(), "details": details}
+
             if tags:
                 tag = tags[0]  # Use first tag
                 if tag not in tagged_endpoints:
@@ -86,52 +101,53 @@ def generate_endpoint_docs(paths: Dict[str, Any]) -> str:
                 tagged_endpoints[tag].append(endpoint_info)
             else:
                 untagged_endpoints.append(endpoint_info)
-    
+
     # Generate docs for each tag group
     for tag, endpoints in sorted(tagged_endpoints.items()):
         docs.append(f"## {tag.title()}")
         docs.append("")
-        
+
         for endpoint in sorted(endpoints, key=lambda x: (x["path"], x["method"])):
             docs.extend(format_endpoint(endpoint))
-        
+
         docs.append("")
-    
+
     # Add untagged endpoints if any
     if untagged_endpoints:
         docs.append("## Other Endpoints")
         docs.append("")
-        
+
         for endpoint in sorted(untagged_endpoints, key=lambda x: (x["path"], x["method"])):
             docs.extend(format_endpoint(endpoint))
-        
+
         docs.append("")
-    
+
     return "\n".join(docs)
 
-def format_endpoint(endpoint: Dict[str, Any]) -> List[str]:
+
+def format_endpoint(endpoint: dict[str, Any]) -> list[str]:
     """Format a single endpoint for documentation."""
     path = endpoint["path"]
     method = endpoint["method"]
     details = endpoint["details"]
-    
+
     docs = []
-    
+
     # Endpoint header
     summary = details.get("summary", "")
     docs.append(f"### `{method} {path}`")
     docs.append("")
-    
+
     if summary:
         docs.append(summary)
         docs.append("")
-    
+
     # Description
     description = details.get("description", "")
     if description and description != summary:
         docs.append(description)
         docs.append("")
-    
+
     # Parameters
     parameters = details.get("parameters", [])
     if parameters:
@@ -140,7 +156,7 @@ def format_endpoint(endpoint: Dict[str, Any]) -> List[str]:
         for param in parameters:
             docs.append(format_parameter(param))
         docs.append("")
-    
+
     # Request body
     request_body = details.get("requestBody", {})
     if request_body:
@@ -148,7 +164,7 @@ def format_endpoint(endpoint: Dict[str, Any]) -> List[str]:
         if body_docs:
             docs.append(body_docs)
             docs.append("")
-    
+
     # Response summary (simplified)
     responses = details.get("responses", {})
     if responses:
@@ -156,69 +172,67 @@ def format_endpoint(endpoint: Dict[str, Any]) -> List[str]:
         if success_responses:
             docs.append(f"**Returns:** {', '.join(success_responses)} on success")
             docs.append("")
-    
+
     docs.append("---")
     docs.append("")
-    
+
     return docs
 
-def generate_markdown_docs(spec: Dict[str, Any]) -> str:
+
+def generate_markdown_docs(spec: dict[str, Any]) -> str:
     """Generate complete markdown documentation."""
     info = spec.get("info", {})
     title = info.get("title", "API Documentation")
     version = info.get("version", "Unknown")
     description = info.get("description", "")
-    
+
     docs = [
         f"# {title}",
         "",
         f"**Version:** {version}",
         "",
     ]
-    
+
     if description:
         docs.extend([description, ""])
-    
-    docs.extend([
-        "This documentation is automatically generated from the OpenAPI specification.",
-        "",
-        "---",
-        ""
-    ])
-    
+
+    docs.extend(["This documentation is automatically generated from the OpenAPI specification.", "", "---", ""])
+
     # Add endpoints
     paths = spec.get("paths", {})
     if paths:
         docs.append(generate_endpoint_docs(paths))
-    
+
     return "\n".join(docs)
 
+
 def main():
     """Main function to generate API documentation."""
     print("Extracting OpenAPI specification...")
     spec = extract_openapi_spec()
-    
+
     print("Generating markdown documentation...")
     markdown_content = generate_markdown_docs(spec)
-    
-    # Ensure docs/api directory exists
-    docs_dir = Path(__file__).parent.parent / "docs" / "api"
+
+    # Ensure docs directory exists (repo root)
+    docs_dir = Path(__file__).parent.parent.parent / "docs"
     docs_dir.mkdir(parents=True, exist_ok=True)
-    
+
     # Write main API documentation
-    api_docs_file = docs_dir / "README.md"
+    api_docs_file = docs_dir / "api.md"
     with open(api_docs_file, "w", encoding="utf-8") as f:
         f.write(markdown_content)
-    
+
     print(f"API documentation generated: {api_docs_file}")
-    
+
     # Also save the raw OpenAPI spec for reference
     openapi_file = docs_dir / "openapi.json"
     with open(openapi_file, "w", encoding="utf-8") as f:
         json.dump(spec, f, indent=2)
-    
+
     print(f"OpenAPI specification saved: {openapi_file}")
     print("Documentation generation complete!")
 
+
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()
diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000..81c71d2
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,329 @@
+# Enrichment API
+
+**Version:** 0.1.0
+
+API for file enrichment services
+
+This documentation is automatically generated from the OpenAPI specification.
+
+---
+
+## Enrichments
+
+### `GET /enrichments`
+
+List enrichment modules
+
+Get a list of all available enrichment modules
+
+**Returns:** 200 on success
+
+---
+
+### `POST /enrichments/{enrichment_name}`
+
+Run enrichment module
+
+Run a specific enrichment module on a file
+
+**Parameters:**
+
+- `enrichment_name` (string, **required**): Name of the enrichment module to run
+
+**Request Body:** `EnrichmentRequest` (JSON)
+
+**Returns:** 200 on success
+
+---
+
+### `POST /enrichments/{enrichment_name}/bulk`
+
+Start bulk enrichment
+
+Start bulk enrichment for a specific module against all files in the system using distributed processing
+
+**Parameters:**
+
+- `enrichment_name` (string, **required**): Name of the enrichment module to run
+
+**Returns:** 200 on success
+
+---
+
+### `GET /enrichments/{enrichment_name}/bulk/status`
+
+Get bulk enrichment status
+
+Bulk enrichment status tracking has been simplified
+
+**Parameters:**
+
+- `enrichment_name` (string, **required**): Name of the enrichment module to check status for
+
+**Returns:** 200 on success
+
+---
+
+### `POST /enrichments/{enrichment_name}/bulk/stop`
+
+Stop bulk enrichment
+
+Bulk enrichment cannot be stopped once tasks are published
+
+**Parameters:**
+
+- `enrichment_name` (string, **required**): Name of the enrichment module to stop
+
+**Returns:** 200 on success
+
+---
+
+
+## Files
+
+### `POST /containers`
+
+Submit large container file for processing with optional filtering
+
+...
+
+**Request Body:** See OpenAPI spec for details
+
+**Returns:** 200 on success
+
+---
+
+### `GET /containers/{container_id}/status`
+
+Get container processing status
+
+Get the current processing status and progress of a submitted container
+
+**Parameters:**
+
+- `container_id` (string, **required**): Unique identifier of the container
+
+**Returns:** 200 on success
+
+---
+
+### `POST /files`
+
+Upload file with metadata
+
+Upload a file using multipart/form-data with metadata.
+    Returns an object_id for the uploaded file and submission_id for the metadata submission.
+
+    Example:
+    ```
+    curl -k -u n:n -F "file=@example.txt"          -F 'metadata={"agent_id":"agent123","project":"proj1","timestamp":"2024-01-29T12:00:00Z","expiration":"2024-02-29T12:00:00Z","path":"/tmp/example.txt"}'          https://nemesis:7443/api/files
+    ```
+
+    Example:
+    ```
+    curl -k -u n:n -F "file=@example.txt"          -F 'metadata={"agent_id":"agent123","project":"proj1","path":"/tmp/example.txt"}'          https://nemesis:7443/api/files
+    ```
+
+**Request Body:** See OpenAPI spec for details
+
+**Returns:** 200 on success
+
+---
+
+### `GET /files/{object_id}`
+
+Download a file
+
+Download a file by its object ID with optional raw format and custom filename
+
+**Parameters:**
+
+- `object_id` (string, **required**): Unique identifier of the file to download
+- `raw` (boolean, optional): Whether to return the file in raw format
+- `name` (string, optional): Custom filename for the downloaded file
+
+**Returns:** 200 on success
+
+---
+
+
+## Queues
+
+### `GET /queues`
+
+Get queue statistics
+
+Get comprehensive queue metrics for all workflow topics
+
+**Returns:** 200 on success
+
+---
+
+### `GET /queues/{queue_name}`
+
+Get single queue statistics
+
+Get metrics for a specific queue topic
+
+**Parameters:**
+
+- `queue_name` (string, **required**): Name of the queue to get metrics for
+
+**Returns:** 200 on success
+
+---
+
+
+## System
+
+### `GET /agents`
+
+Get available agents
+
+Get a list of available AI agents with their metadata and capabilities
+
+**Returns:** 200 on success
+
+---
+
+### `POST /agents/dotnet_analysis`
+
+Run .NET assembly analysis
+
+Forward .NET assembly analysis request to agents service
+
+**Request Body:** JSON object
+
+**Returns:** 200 on success
+
+---
+
+### `POST /agents/llm_credential_analysis`
+
+Run credential analysis
+
+Forward credential analysis request to agents service
+
+**Request Body:** JSON object
+
+**Returns:** 200 on success
+
+---
+
+### `GET /agents/spend-data`
+
+Get LLM spend and usage data
+
+Get total spend and token usage statistics from LiteLLM logs
+
+**Returns:** 200 on success
+
+---
+
+### `POST /agents/text_summarizer`
+
+Run text summarization
+
+Forward text summarization request to agents service
+
+**Request Body:** JSON object
+
+**Returns:** 200 on success
+
+---
+
+### `GET /system/apprise-info`
+
+Get Apprise alert information
+
+Get information about configured alert channels (currently Slack only)
+
+**Returns:** 200 on success
+
+---
+
+### `GET /system/available-services`
+
+Get available services
+
+Query Traefik to determine which optional services are currently available
+
+**Returns:** 200 on success
+
+---
+
+### `POST /system/cleanup`
+
+Trigger database and datalake cleanup
+
+Trigger the housekeeping service to clean up expired files and database entries, and reset the workflow manager state. Optionally specify an expiration date or 'all' to remove all files.
+
+**Request Body:** `CleanupRequest` (JSON)
+
+**Returns:** 200 on success
+
+---
+
+### `GET /system/container-monitor/status`
+
+Container monitor status
+
+Get the status of the container file monitor
+
+**Returns:** 200 on success
+
+---
+
+### `GET /system/health`
+
+Health check
+
+Health check endpoint for Docker healthcheck
+
+**Returns:** 200 on success
+
+---
+
+### `GET /system/info`
+
+API information
+
+Root endpoint that shows API information
+
+**Returns:** 200 on success
+
+---
+
+### `POST /system/yara/reload`
+
+Reload Yara rules
+
+Trigger a reload of all Yara rules in the backend across all workers/replicas
+
+**Returns:** 200 on success
+
+---
+
+
+## Workflows
+
+### `GET /workflows/failed`
+
+Get failed workflows
+
+Get the set of failed enrichment workflows
+
+**Returns:** 200 on success
+
+---
+
+### `GET /workflows/status`
+
+Get workflow enrichment workflow status
+
+Get the current status of the enrichment workflow system
+
+**Returns:** 200 on success
+
+---
+
diff --git a/docs/openapi.json b/docs/openapi.json
new file mode 100644
index 0000000..0674172
--- /dev/null
+++ b/docs/openapi.json
@@ -0,0 +1,1924 @@
+{
+  "openapi": "3.1.0",
+  "info": {
+    "title": "Enrichment API",
+    "description": "API for file enrichment services",
+    "version": "0.1.0"
+  },
+  "paths": {
+    "/files": {
+      "post": {
+        "tags": [
+          "files"
+        ],
+        "summary": "Upload file with metadata",
+        "description": "Upload a file using multipart/form-data with metadata.\n    Returns an object_id for the uploaded file and submission_id for the metadata submission.\n\n    Example:\n    ```\n    curl -k -u n:n -F \"file=@example.txt\"          -F 'metadata={\"agent_id\":\"agent123\",\"project\":\"proj1\",\"timestamp\":\"2024-01-29T12:00:00Z\",\"expiration\":\"2024-02-29T12:00:00Z\",\"path\":\"/tmp/example.txt\"}'          https://nemesis:7443/api/files\n    ```\n\n    Example:\n    ```\n    curl -k -u n:n -F \"file=@example.txt\"          -F 'metadata={\"agent_id\":\"agent123\",\"project\":\"proj1\",\"path\":\"/tmp/example.txt\"}'          https://nemesis:7443/api/files\n    ```",
+        "operationId": "upload_file_files_post",
+        "requestBody": {
+          "content": {
+            "multipart/form-data": {
+              "schema": {
+                "$ref": "#/components/schemas/Body_upload_file_files_post"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/FileWithMetadataResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/files/{object_id}": {
+      "get": {
+        "tags": [
+          "files"
+        ],
+        "summary": "Download a file",
+        "description": "Download a file by its object ID with optional raw format and custom filename",
+        "operationId": "download_file_files__object_id__get",
+        "parameters": [
+          {
+            "name": "object_id",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Unique identifier of the file to download",
+              "title": "Object Id"
+            },
+            "description": "Unique identifier of the file to download"
+          },
+          {
+            "name": "raw",
+            "in": "query",
+            "required": false,
+            "schema": {
+              "type": "boolean",
+              "description": "Whether to return the file in raw format",
+              "default": false,
+              "title": "Raw"
+            },
+            "description": "Whether to return the file in raw format"
+          },
+          {
+            "name": "name",
+            "in": "query",
+            "required": false,
+            "schema": {
+              "type": "string",
+              "description": "Custom filename for the downloaded file",
+              "default": "",
+              "title": "Name"
+            },
+            "description": "Custom filename for the downloaded file"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "404": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Not Found"
+          },
+          "400": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Bad Request"
+          },
+          "500": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Internal Server Error"
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/containers": {
+      "post": {
+        "tags": [
+          "files"
+        ],
+        "summary": "Submit large container file for processing with optional filtering",
+        "description": "...",
+        "operationId": "submit_container_containers_post",
+        "requestBody": {
+          "content": {
+            "multipart/form-data": {
+              "schema": {
+                "$ref": "#/components/schemas/Body_submit_container_containers_post"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ContainerSubmissionResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/containers/{container_id}/status": {
+      "get": {
+        "tags": [
+          "files"
+        ],
+        "summary": "Get container processing status",
+        "description": "Get the current processing status and progress of a submitted container",
+        "operationId": "get_container_status_containers__container_id__status_get",
+        "parameters": [
+          {
+            "name": "container_id",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Unique identifier of the container",
+              "title": "Container Id"
+            },
+            "description": "Unique identifier of the container"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ContainerStatusResponse"
+                }
+              }
+            }
+          },
+          "404": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Not Found"
+          },
+          "500": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Internal Server Error"
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/workflows/status": {
+      "get": {
+        "tags": [
+          "workflows"
+        ],
+        "summary": "Get workflow enrichment workflow status",
+        "description": "Get the current status of the enrichment workflow system",
+        "operationId": "get_status_workflows_status_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/WorkflowStatusResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/workflows/failed": {
+      "get": {
+        "tags": [
+          "workflows"
+        ],
+        "summary": "Get failed workflows",
+        "description": "Get the set of failed enrichment workflows",
+        "operationId": "get_failed_workflows_failed_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/FailedWorkflowsResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/enrichments": {
+      "get": {
+        "tags": [
+          "enrichments"
+        ],
+        "summary": "List enrichment modules",
+        "description": "Get a list of all available enrichment modules",
+        "operationId": "list_enrichments_enrichments_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/EnrichmentsListResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/enrichments/{enrichment_name}": {
+      "post": {
+        "tags": [
+          "enrichments"
+        ],
+        "summary": "Run enrichment module",
+        "description": "Run a specific enrichment module on a file",
+        "operationId": "run_enrichment_enrichments__enrichment_name__post",
+        "parameters": [
+          {
+            "name": "enrichment_name",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Name of the enrichment module to run",
+              "title": "Enrichment Name"
+            },
+            "description": "Name of the enrichment module to run"
+          }
+        ],
+        "requestBody": {
+          "required": true,
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/EnrichmentRequest",
+                "description": "The enrichment request containing the object ID"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/EnrichmentResponse"
+                }
+              }
+            }
+          },
+          "404": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Not Found"
+          },
+          "500": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Internal Server Error"
+          },
+          "503": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Service Unavailable"
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/enrichments/{enrichment_name}/bulk": {
+      "post": {
+        "tags": [
+          "enrichments"
+        ],
+        "summary": "Start bulk enrichment",
+        "description": "Start bulk enrichment for a specific module against all files in the system using distributed processing",
+        "operationId": "run_bulk_enrichment_enrichments__enrichment_name__bulk_post",
+        "parameters": [
+          {
+            "name": "enrichment_name",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Name of the enrichment module to run",
+              "title": "Enrichment Name"
+            },
+            "description": "Name of the enrichment module to run"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "404": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Not Found"
+          },
+          "500": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Internal Server Error"
+          },
+          "503": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Service Unavailable"
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/enrichments/{enrichment_name}/bulk/status": {
+      "get": {
+        "tags": [
+          "enrichments"
+        ],
+        "summary": "Get bulk enrichment status",
+        "description": "Bulk enrichment status tracking has been simplified",
+        "operationId": "get_bulk_enrichment_status_enrichments__enrichment_name__bulk_status_get",
+        "parameters": [
+          {
+            "name": "enrichment_name",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Name of the enrichment module to check status for",
+              "title": "Enrichment Name"
+            },
+            "description": "Name of the enrichment module to check status for"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/enrichments/{enrichment_name}/bulk/stop": {
+      "post": {
+        "tags": [
+          "enrichments"
+        ],
+        "summary": "Stop bulk enrichment",
+        "description": "Bulk enrichment cannot be stopped once tasks are published",
+        "operationId": "stop_bulk_enrichment_enrichments__enrichment_name__bulk_stop_post",
+        "parameters": [
+          {
+            "name": "enrichment_name",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Name of the enrichment module to stop",
+              "title": "Enrichment Name"
+            },
+            "description": "Name of the enrichment module to stop"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/queues": {
+      "get": {
+        "tags": [
+          "queues"
+        ],
+        "summary": "Get queue statistics",
+        "description": "Get comprehensive queue metrics for all workflow topics",
+        "operationId": "get_queue_metrics_queues_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/QueuesResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/queues/{queue_name}": {
+      "get": {
+        "tags": [
+          "queues"
+        ],
+        "summary": "Get single queue statistics",
+        "description": "Get metrics for a specific queue topic",
+        "operationId": "get_single_queue_metrics_queues__queue_name__get",
+        "parameters": [
+          {
+            "name": "queue_name",
+            "in": "path",
+            "required": true,
+            "schema": {
+              "type": "string",
+              "description": "Name of the queue to get metrics for",
+              "title": "Queue Name"
+            },
+            "description": "Name of the queue to get metrics for"
+          }
+        ],
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/SingleQueueResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            },
+            "description": "Internal Server Error"
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/yara/reload": {
+      "post": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Reload Yara rules",
+        "description": "Trigger a reload of all Yara rules in the backend across all workers/replicas",
+        "operationId": "reload_yara_rules_system_yara_reload_post",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/YaraReloadResponse"
+                }
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/cleanup": {
+      "post": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Trigger database and datalake cleanup",
+        "description": "Trigger the housekeeping service to clean up expired files and database entries, and reset the workflow manager state. Optionally specify an expiration date or 'all' to remove all files.",
+        "operationId": "trigger_cleanup_system_cleanup_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/CleanupRequest",
+                "description": "Optional cleanup parameters"
+              }
+            }
+          }
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "500": {
+            "description": "Internal Server Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          },
+          "503": {
+            "description": "Service Unavailable",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/ErrorResponse"
+                }
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/health": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Health check",
+        "description": "Health check endpoint for Docker healthcheck",
+        "operationId": "healthcheck_system_health_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HealthResponse"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/info": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "API information",
+        "description": "Root endpoint that shows API information",
+        "operationId": "root_system_info_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/APIInfo"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/apprise-info": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Get Apprise alert information",
+        "description": "Get information about configured alert channels (currently Slack only)",
+        "operationId": "get_apprise_info_system_apprise_info_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          }
+        }
+      }
+    },
+    "/agents": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Get available agents",
+        "description": "Get a list of available AI agents with their metadata and capabilities",
+        "operationId": "get_available_agents_agents_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          }
+        }
+      }
+    },
+    "/agents/spend-data": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Get LLM spend and usage data",
+        "description": "Get total spend and token usage statistics from LiteLLM logs",
+        "operationId": "get_agents_spend_data_agents_spend_data_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          }
+        }
+      }
+    },
+    "/agents/text_summarizer": {
+      "post": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Run text summarization",
+        "description": "Forward text summarization request to agents service",
+        "operationId": "run_text_summarizer_agents_text_summarizer_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "additionalProperties": true,
+                "type": "object",
+                "title": "Request",
+                "description": "Request containing object_id"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/agents/llm_credential_analysis": {
+      "post": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Run credential analysis",
+        "description": "Forward credential analysis request to agents service",
+        "operationId": "run_llm_credential_analysis_agents_llm_credential_analysis_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "additionalProperties": true,
+                "type": "object",
+                "title": "Request",
+                "description": "Request containing object_id"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/agents/dotnet_analysis": {
+      "post": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Run .NET assembly analysis",
+        "description": "Forward .NET assembly analysis request to agents service",
+        "operationId": "run_dotnet_analysis_agents_dotnet_analysis_post",
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "additionalProperties": true,
+                "type": "object",
+                "title": "Request",
+                "description": "Request containing object_id"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          },
+          "422": {
+            "description": "Validation Error",
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/HTTPValidationError"
+                }
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/available-services": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Get available services",
+        "description": "Query Traefik to determine which optional services are currently available",
+        "operationId": "get_available_services_system_available_services_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          }
+        }
+      }
+    },
+    "/system/container-monitor/status": {
+      "get": {
+        "tags": [
+          "system"
+        ],
+        "summary": "Container monitor status",
+        "description": "Get the status of the container file monitor",
+        "operationId": "get_container_monitor_status_system_container_monitor_status_get",
+        "responses": {
+          "200": {
+            "description": "Successful Response",
+            "content": {
+              "application/json": {
+                "schema": {}
+              }
+            }
+          }
+        }
+      }
+    }
+  },
+  "components": {
+    "schemas": {
+      "APIInfo": {
+        "properties": {
+          "name": {
+            "type": "string",
+            "title": "Name",
+            "description": "API name"
+          },
+          "version": {
+            "type": "string",
+            "title": "Version",
+            "description": "API version"
+          }
+        },
+        "type": "object",
+        "required": [
+          "name",
+          "version"
+        ],
+        "title": "APIInfo",
+        "description": "Model representing API information"
+      },
+      "ActiveWorkflowDetail": {
+        "properties": {
+          "id": {
+            "type": "string",
+            "title": "Id"
+          },
+          "status": {
+            "type": "string",
+            "title": "Status"
+          },
+          "filename": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Filename"
+          },
+          "object_id": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Object Id"
+          },
+          "timestamp": {
+            "anyOf": [
+              {
+                "type": "string",
+                "format": "date-time"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Timestamp"
+          },
+          "runtime_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Runtime Seconds"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          }
+        },
+        "type": "object",
+        "required": [
+          "id",
+          "status"
+        ],
+        "title": "ActiveWorkflowDetail"
+      },
+      "Body_submit_container_containers_post": {
+        "properties": {
+          "file": {
+            "type": "string",
+            "format": "binary",
+            "title": "File",
+            "description": "The container file to process"
+          },
+          "metadata": {
+            "type": "string",
+            "title": "Metadata",
+            "description": "JSON string containing file metadata with optional file_filters"
+          }
+        },
+        "type": "object",
+        "required": [
+          "file",
+          "metadata"
+        ],
+        "title": "Body_submit_container_containers_post"
+      },
+      "Body_upload_file_files_post": {
+        "properties": {
+          "file": {
+            "type": "string",
+            "format": "binary",
+            "title": "File",
+            "description": "The file to upload"
+          },
+          "metadata": {
+            "type": "string",
+            "title": "Metadata",
+            "description": "JSON string containing file metadata"
+          }
+        },
+        "type": "object",
+        "required": [
+          "file",
+          "metadata"
+        ],
+        "title": "Body_upload_file_files_post"
+      },
+      "CleanupRequest": {
+        "properties": {
+          "expiration": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Expiration"
+          }
+        },
+        "type": "object",
+        "title": "CleanupRequest"
+      },
+      "ContainerStatusResponse": {
+        "properties": {
+          "container_id": {
+            "type": "string",
+            "title": "Container Id"
+          },
+          "status": {
+            "type": "string",
+            "title": "Status"
+          },
+          "progress_percent_files": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Progress Percent Files"
+          },
+          "progress_percent_bytes": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Progress Percent Bytes"
+          },
+          "processed_files": {
+            "type": "integer",
+            "title": "Processed Files"
+          },
+          "total_files": {
+            "type": "integer",
+            "title": "Total Files"
+          },
+          "processed_bytes": {
+            "type": "integer",
+            "title": "Processed Bytes"
+          },
+          "total_bytes": {
+            "type": "integer",
+            "title": "Total Bytes"
+          },
+          "current_file": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Current File"
+          },
+          "started_at": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Started At"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          },
+          "filter_stats": {
+            "anyOf": [
+              {
+                "additionalProperties": true,
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Filter Stats"
+          }
+        },
+        "type": "object",
+        "required": [
+          "container_id",
+          "status",
+          "processed_files",
+          "total_files",
+          "processed_bytes",
+          "total_bytes"
+        ],
+        "title": "ContainerStatusResponse"
+      },
+      "ContainerSubmissionResponse": {
+        "properties": {
+          "container_id": {
+            "type": "string",
+            "title": "Container Id"
+          },
+          "message": {
+            "type": "string",
+            "title": "Message"
+          },
+          "estimated_files": {
+            "type": "integer",
+            "title": "Estimated Files"
+          },
+          "estimated_size": {
+            "type": "integer",
+            "title": "Estimated Size"
+          },
+          "filter_config": {
+            "anyOf": [
+              {
+                "additionalProperties": true,
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Filter Config"
+          }
+        },
+        "type": "object",
+        "required": [
+          "container_id",
+          "message",
+          "estimated_files",
+          "estimated_size"
+        ],
+        "title": "ContainerSubmissionResponse"
+      },
+      "EnrichmentRequest": {
+        "properties": {
+          "object_id": {
+            "type": "string",
+            "title": "Object Id"
+          }
+        },
+        "type": "object",
+        "required": [
+          "object_id"
+        ],
+        "title": "EnrichmentRequest"
+      },
+      "EnrichmentResponse": {
+        "properties": {
+          "status": {
+            "type": "string",
+            "title": "Status"
+          },
+          "message": {
+            "type": "string",
+            "title": "Message"
+          },
+          "instance_id": {
+            "type": "string",
+            "title": "Instance Id"
+          },
+          "object_id": {
+            "type": "string",
+            "title": "Object Id"
+          }
+        },
+        "type": "object",
+        "required": [
+          "status",
+          "message",
+          "instance_id",
+          "object_id"
+        ],
+        "title": "EnrichmentResponse"
+      },
+      "EnrichmentsListResponse": {
+        "properties": {
+          "modules": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array",
+            "title": "Modules"
+          }
+        },
+        "type": "object",
+        "required": [
+          "modules"
+        ],
+        "title": "EnrichmentsListResponse"
+      },
+      "ErrorResponse": {
+        "properties": {
+          "detail": {
+            "type": "string",
+            "title": "Detail",
+            "description": "Error message details"
+          }
+        },
+        "type": "object",
+        "required": [
+          "detail"
+        ],
+        "title": "ErrorResponse"
+      },
+      "FailedWorkflowsResponse": {
+        "properties": {
+          "failed_count": {
+            "type": "integer",
+            "title": "Failed Count"
+          },
+          "workflows": {
+            "items": {
+              "$ref": "#/components/schemas/ActiveWorkflowDetail"
+            },
+            "type": "array",
+            "title": "Workflows",
+            "default": []
+          },
+          "timestamp": {
+            "type": "string",
+            "title": "Timestamp"
+          }
+        },
+        "type": "object",
+        "required": [
+          "failed_count",
+          "timestamp"
+        ],
+        "title": "FailedWorkflowsResponse"
+      },
+      "FileWithMetadataResponse": {
+        "properties": {
+          "object_id": {
+            "type": "string",
+            "format": "uuid",
+            "title": "Object Id",
+            "description": "Unique identifier for the uploaded file"
+          },
+          "submission_id": {
+            "type": "string",
+            "format": "uuid",
+            "title": "Submission Id",
+            "description": "Unique identifier for the metadata submission"
+          }
+        },
+        "type": "object",
+        "required": [
+          "object_id",
+          "submission_id"
+        ],
+        "title": "FileWithMetadataResponse",
+        "description": "Response for combined file and metadata uploads"
+      },
+      "HTTPValidationError": {
+        "properties": {
+          "detail": {
+            "items": {
+              "$ref": "#/components/schemas/ValidationError"
+            },
+            "type": "array",
+            "title": "Detail"
+          }
+        },
+        "type": "object",
+        "title": "HTTPValidationError"
+      },
+      "HealthResponse": {
+        "properties": {
+          "status": {
+            "type": "string",
+            "title": "Status",
+            "description": "Health status of the service"
+          }
+        },
+        "type": "object",
+        "required": [
+          "status"
+        ],
+        "title": "HealthResponse",
+        "description": "Model representing health check response"
+      },
+      "QueueMetrics": {
+        "properties": {
+          "total_messages": {
+            "type": "integer",
+            "title": "Total Messages"
+          },
+          "ready_messages": {
+            "type": "integer",
+            "title": "Ready Messages"
+          },
+          "processing_messages": {
+            "type": "integer",
+            "title": "Processing Messages"
+          },
+          "consumers": {
+            "type": "integer",
+            "title": "Consumers"
+          },
+          "queue_exists": {
+            "type": "boolean",
+            "title": "Queue Exists"
+          },
+          "memory_bytes": {
+            "type": "integer",
+            "title": "Memory Bytes"
+          },
+          "state": {
+            "type": "string",
+            "title": "State"
+          },
+          "message_stats": {
+            "additionalProperties": true,
+            "type": "object",
+            "title": "Message Stats"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          }
+        },
+        "type": "object",
+        "required": [
+          "total_messages",
+          "ready_messages",
+          "processing_messages",
+          "consumers",
+          "queue_exists",
+          "memory_bytes",
+          "state",
+          "message_stats"
+        ],
+        "title": "QueueMetrics"
+      },
+      "QueueSummary": {
+        "properties": {
+          "total_queued_messages": {
+            "type": "integer",
+            "title": "Total Queued Messages"
+          },
+          "total_processing_messages": {
+            "type": "integer",
+            "title": "Total Processing Messages"
+          },
+          "total_consumers": {
+            "type": "integer",
+            "title": "Total Consumers"
+          },
+          "healthy_queues": {
+            "type": "integer",
+            "title": "Healthy Queues"
+          },
+          "total_queues_checked": {
+            "type": "integer",
+            "title": "Total Queues Checked"
+          },
+          "bottleneck_queues": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array",
+            "title": "Bottleneck Queues"
+          },
+          "queues_without_consumers": {
+            "items": {
+              "type": "string"
+            },
+            "type": "array",
+            "title": "Queues Without Consumers"
+          },
+          "total_memory_bytes": {
+            "type": "integer",
+            "title": "Total Memory Bytes"
+          }
+        },
+        "type": "object",
+        "required": [
+          "total_queued_messages",
+          "total_processing_messages",
+          "total_consumers",
+          "healthy_queues",
+          "total_queues_checked",
+          "bottleneck_queues",
+          "queues_without_consumers",
+          "total_memory_bytes"
+        ],
+        "title": "QueueSummary"
+      },
+      "QueuesResponse": {
+        "properties": {
+          "queue_details": {
+            "additionalProperties": {
+              "$ref": "#/components/schemas/QueueMetrics"
+            },
+            "type": "object",
+            "title": "Queue Details"
+          },
+          "summary": {
+            "$ref": "#/components/schemas/QueueSummary"
+          },
+          "timestamp": {
+            "type": "string",
+            "title": "Timestamp"
+          }
+        },
+        "type": "object",
+        "required": [
+          "queue_details",
+          "summary",
+          "timestamp"
+        ],
+        "title": "QueuesResponse"
+      },
+      "SingleQueueResponse": {
+        "properties": {
+          "topic": {
+            "type": "string",
+            "title": "Topic"
+          },
+          "metrics": {
+            "$ref": "#/components/schemas/QueueMetrics"
+          },
+          "timestamp": {
+            "type": "string",
+            "title": "Timestamp"
+          }
+        },
+        "type": "object",
+        "required": [
+          "topic",
+          "metrics",
+          "timestamp"
+        ],
+        "title": "SingleQueueResponse"
+      },
+      "ValidationError": {
+        "properties": {
+          "loc": {
+            "items": {
+              "anyOf": [
+                {
+                  "type": "string"
+                },
+                {
+                  "type": "integer"
+                }
+              ]
+            },
+            "type": "array",
+            "title": "Location"
+          },
+          "msg": {
+            "type": "string",
+            "title": "Message"
+          },
+          "type": {
+            "type": "string",
+            "title": "Error Type"
+          }
+        },
+        "type": "object",
+        "required": [
+          "loc",
+          "msg",
+          "type"
+        ],
+        "title": "ValidationError"
+      },
+      "WorkflowMetrics": {
+        "properties": {
+          "completed_count": {
+            "type": "integer",
+            "title": "Completed Count"
+          },
+          "failed_count": {
+            "type": "integer",
+            "title": "Failed Count"
+          },
+          "total_processed": {
+            "type": "integer",
+            "title": "Total Processed"
+          },
+          "success_rate": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Success Rate"
+          },
+          "processing_times": {
+            "anyOf": [
+              {
+                "$ref": "#/components/schemas/WorkflowProcessingStats"
+              },
+              {
+                "type": "null"
+              }
+            ]
+          }
+        },
+        "type": "object",
+        "required": [
+          "completed_count",
+          "failed_count",
+          "total_processed"
+        ],
+        "title": "WorkflowMetrics"
+      },
+      "WorkflowProcessingStats": {
+        "properties": {
+          "avg_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Avg Seconds"
+          },
+          "min_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Min Seconds"
+          },
+          "max_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Max Seconds"
+          },
+          "p50_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "P50 Seconds"
+          },
+          "p90_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "P90 Seconds"
+          },
+          "p95_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "P95 Seconds"
+          },
+          "p99_seconds": {
+            "anyOf": [
+              {
+                "type": "number"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "P99 Seconds"
+          },
+          "samples_count": {
+            "anyOf": [
+              {
+                "type": "integer"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Samples Count"
+          }
+        },
+        "type": "object",
+        "title": "WorkflowProcessingStats"
+      },
+      "WorkflowStatusResponse": {
+        "properties": {
+          "active_workflows": {
+            "type": "integer",
+            "title": "Active Workflows"
+          },
+          "status_counts": {
+            "anyOf": [
+              {
+                "additionalProperties": {
+                  "type": "integer"
+                },
+                "type": "object"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Status Counts"
+          },
+          "active_details": {
+            "items": {
+              "$ref": "#/components/schemas/ActiveWorkflowDetail"
+            },
+            "type": "array",
+            "title": "Active Details",
+            "default": []
+          },
+          "metrics": {
+            "$ref": "#/components/schemas/WorkflowMetrics"
+          },
+          "timestamp": {
+            "type": "string",
+            "title": "Timestamp"
+          },
+          "error": {
+            "anyOf": [
+              {
+                "type": "string"
+              },
+              {
+                "type": "null"
+              }
+            ],
+            "title": "Error"
+          }
+        },
+        "type": "object",
+        "required": [
+          "active_workflows",
+          "metrics",
+          "timestamp"
+        ],
+        "title": "WorkflowStatusResponse"
+      },
+      "YaraReloadResponse": {
+        "properties": {
+          "message": {
+            "type": "string",
+            "title": "Message",
+            "description": "Status message for Yara rules reload"
+          }
+        },
+        "type": "object",
+        "required": [
+          "message"
+        ],
+        "title": "YaraReloadResponse",
+        "description": "Model representing Yara rules reload response"
+      }
+    }
+  },
+  "tags": [
+    {
+      "name": "files",
+      "description": "File management operations"
+    },
+    {
+      "name": "workflows",
+      "description": "Workflow management operations"
+    },
+    {
+      "name": "enrichments",
+      "description": "Enrichment management operations"
+    },
+    {
+      "name": "queues",
+      "description": "Internal pub/sub queue operations"
+    },
+    {
+      "name": "system",
+      "description": "System and health check endpoints"
+    }
+  ]
+}
\ No newline at end of file

From 91b7bd8c15c060fba28e81421854cf586f62266b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 2 Sep 2025 18:21:15 -0700
Subject: [PATCH 013/279] Update mkdocs.yml

---
 mkdocs.yml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mkdocs.yml b/mkdocs.yml
index 0e5a56e..0fc18a2 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -36,6 +36,7 @@ nav:
     - Adding Nosey Parker Rules: noseyparker_rules.md
     - Operational Data Reference: odr.md
     - Docker Compose Documentation: docker_compose.md
+    - Nemesis API: api.md
 
 theme:
   name: material

From 90c430523ab10fcb36b98f841cfba646fffd6db5 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 2 Sep 2025 18:35:16 -0700
Subject: [PATCH 014/279] Delete .gitkeep

---
 docs/api/.gitkeep | 8 --------
 1 file changed, 8 deletions(-)
 delete mode 100644 docs/api/.gitkeep

diff --git a/docs/api/.gitkeep b/docs/api/.gitkeep
deleted file mode 100644
index fe9dbff..0000000
--- a/docs/api/.gitkeep
+++ /dev/null
@@ -1,8 +0,0 @@
-# API Documentation
-
-This directory contains automatically generated API documentation from the Nemesis web-api service.
-
-- `README.md` - Main API documentation (auto-generated)
-- `openapi.json` - Raw OpenAPI specification (auto-generated)
-
-Documentation is updated automatically when changes are made to `projects/web_api/`.
\ No newline at end of file

From 992d04b6899df6de11875d522eb871b41844a45b Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 10:28:17 -0700
Subject: [PATCH 015/279] dpapi bits

---
 libs/dpapi/.vscode/settings.json              |   3 +-
 libs/dpapi/README.md                          |   2 -
 libs/dpapi/dpapi/__init__.py                  |  28 +-
 libs/dpapi/dpapi/auto_decrypt.py              | 147 +++++
 libs/dpapi/dpapi/core.py                      | 286 +++++++++
 libs/dpapi/dpapi/crypto.py                    | 347 +++++++++++
 libs/dpapi/dpapi/dpapi_blob.py                | 346 +++++++++++
 libs/dpapi/dpapi/eventing.py                  |  64 +++
 libs/dpapi/dpapi/exceptions.py                |  39 ++
 libs/dpapi/dpapi/manager.py                   | 168 ++++++
 libs/dpapi/dpapi/repositories.py              |  66 +++
 libs/dpapi/dpapi/storage_in_memory.py         |  81 +++
 libs/dpapi/dpapi/storage_postgres.py          | 204 +++++++
 libs/dpapi/examples/auto_decrypt_demo.py      | 171 ++++++
 libs/dpapi/examples/decrypt.py                |  84 +++
 libs/dpapi/examples/example.py                | 119 ++++
 libs/dpapi/poetry.lock                        | 359 +++++++++++-
 libs/dpapi/pyproject.toml                     |   9 +-
 libs/dpapi/tests/README.md                    |  15 +
 libs/dpapi/tests/conftest.py                  |  41 ++
 libs/dpapi/tests/fixtures/backupkey.json      |   6 +
 .../tests/fixtures/blob_with_entropy.bin      | Bin 0 -> 230 bytes
 .../tests/fixtures/blob_without_entropy.bin   | Bin 0 -> 230 bytes
 .../dpapi/tests/fixtures/masterkey_domain.bin | Bin 0 -> 876 bytes
 libs/dpapi/tests/fixtures/masterkey_local.bin | Bin 0 -> 468 bytes
 libs/dpapi/tests/test_core.py                 | 194 +++++++
 libs/dpapi/tests/test_crypto.py               | 542 ++++++++++++++++++
 27 files changed, 3313 insertions(+), 8 deletions(-)
 create mode 100644 libs/dpapi/dpapi/auto_decrypt.py
 create mode 100644 libs/dpapi/dpapi/core.py
 create mode 100644 libs/dpapi/dpapi/crypto.py
 create mode 100644 libs/dpapi/dpapi/dpapi_blob.py
 create mode 100644 libs/dpapi/dpapi/eventing.py
 create mode 100644 libs/dpapi/dpapi/exceptions.py
 create mode 100644 libs/dpapi/dpapi/manager.py
 create mode 100644 libs/dpapi/dpapi/repositories.py
 create mode 100644 libs/dpapi/dpapi/storage_in_memory.py
 create mode 100644 libs/dpapi/dpapi/storage_postgres.py
 create mode 100644 libs/dpapi/examples/auto_decrypt_demo.py
 create mode 100644 libs/dpapi/examples/decrypt.py
 create mode 100644 libs/dpapi/examples/example.py
 create mode 100644 libs/dpapi/tests/README.md
 create mode 100644 libs/dpapi/tests/conftest.py
 create mode 100644 libs/dpapi/tests/fixtures/backupkey.json
 create mode 100644 libs/dpapi/tests/fixtures/blob_with_entropy.bin
 create mode 100644 libs/dpapi/tests/fixtures/blob_without_entropy.bin
 create mode 100644 libs/dpapi/tests/fixtures/masterkey_domain.bin
 create mode 100644 libs/dpapi/tests/fixtures/masterkey_local.bin
 create mode 100644 libs/dpapi/tests/test_core.py
 create mode 100644 libs/dpapi/tests/test_crypto.py

diff --git a/libs/dpapi/.vscode/settings.json b/libs/dpapi/.vscode/settings.json
index 9eb29d1..b62d222 100644
--- a/libs/dpapi/.vscode/settings.json
+++ b/libs/dpapi/.vscode/settings.json
@@ -52,5 +52,6 @@
     ],
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
-    "python.analysis.typeCheckingMode": "basic"
+    "python.analysis.typeCheckingMode": "basic",
+    "debugpy.debugJustMyCode": false
 }
\ No newline at end of file
diff --git a/libs/dpapi/README.md b/libs/dpapi/README.md
index a4095b9..e69de29 100644
--- a/libs/dpapi/README.md
+++ b/libs/dpapi/README.md
@@ -1,2 +0,0 @@
-# dpapi
-A DPAPI library.
\ No newline at end of file
diff --git a/libs/dpapi/dpapi/__init__.py b/libs/dpapi/dpapi/__init__.py
index ba1a38d..80c3391 100644
--- a/libs/dpapi/dpapi/__init__.py
+++ b/libs/dpapi/dpapi/__init__.py
@@ -1,3 +1,29 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
-__all__ = []
+from .core import Blob, DomainBackupKey, MasterKey, MasterKeyFile
+from .crypto import DpapiCrypto, MasterKeyEncryptionKey
+from .exceptions import (
+    DpapiBlobDecryptionError,
+    DpapiError,
+    MasterKeyNotDecryptedError,
+    MasterKeyNotFoundError,
+    StorageError,
+)
+from .manager import DpapiManager
+
+__all__ = [
+    # Main classes
+    "Blob",
+    "DomainBackupKey",
+    "DpapiCrypto",
+    "DpapiManager",
+    "MasterKey",
+    "MasterKeyEncryptionKey",
+    "MasterKeyFile",
+    # Exceptions
+    "DpapiError",
+    "MasterKeyNotFoundError",
+    "MasterKeyNotDecryptedError",
+    "DpapiBlobDecryptionError",
+    "StorageError",
+]
diff --git a/libs/dpapi/dpapi/auto_decrypt.py b/libs/dpapi/dpapi/auto_decrypt.py
new file mode 100644
index 0000000..c91fd7a
--- /dev/null
+++ b/libs/dpapi/dpapi/auto_decrypt.py
@@ -0,0 +1,147 @@
+"""Auto-decryption observer for DPAPI manager."""
+
+import asyncio
+from typing import TYPE_CHECKING
+from uuid import UUID
+
+from .eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
+
+if TYPE_CHECKING:
+    from .manager import DpapiManager
+
+
+class AutoDecryptionObserver(DpapiObserver):
+    """Automatically decrypts encrypted masterkeys with domain backup keys.
+
+    This class monitors DPAPI events related to new domain backup keys and encrypted masterkeys.
+    When new domain backup keys are added, it attempts to decrypt any encrypted masterkeys
+    using the new backup key. When new encrypted masterkeys are added, it attempts to decrypt
+    them using existing backup keys.
+    """
+
+    def __init__(self, dpapi_manager: "DpapiManager"):
+        """Initialize the observer with a reference to the DPAPI manager."""
+        self.dpapi_manager = dpapi_manager
+        self._background_tasks: set[asyncio.Task] = set()
+
+    def update(self, event: DpapiEvent) -> None:
+        """Handle DPAPI events, specifically new domain backup keys and encrypted masterkeys."""
+        if isinstance(event, NewDomainBackupKeyEvent):
+            # Schedule decryption attempt using the new backup key
+            task = asyncio.create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
+            self._background_tasks.add(task)
+            task.add_done_callback(self._background_tasks.discard)
+        elif isinstance(event, NewEncryptedMasterKeyEvent):
+            # Schedule decryption attempt for the new masterkey using existing backup keys
+            task = asyncio.create_task(self._attempt_new_masterkey_decryption(event.masterkey_guid))
+            self._background_tasks.add(task)
+            task.add_done_callback(self._background_tasks.discard)
+
+    async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
+        """Attempt to decrypt all masterkeys using the new backup key."""
+        try:
+            # Get all masterkeys
+            masterkeys = await self.dpapi_manager.get_all_masterkeys()
+            encrypted_count = len([mk for mk in masterkeys if not mk.is_decrypted])
+
+            if encrypted_count == 0:
+                return  # All masterkeys already decrypted
+
+            # Get all backup keys (including the new one)
+            backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
+            new_backup_key = next((bk for bk in backup_keys if bk.guid == backup_key_guid), None)
+
+            if not new_backup_key:
+                return  # Could not find backup key
+
+            # Try to decrypt each encrypted masterkey with the new backup key
+            for masterkey in masterkeys:
+                if masterkey.is_decrypted:
+                    continue
+
+                try:
+                    # Check if encrypted_key_backup exists before attempting decryption
+                    if masterkey.encrypted_key_backup is None:
+                        continue
+
+                    # For domain masterkeys, we need to extract the RSA-encrypted portion
+                    # The domain backup key data has a structure with the encrypted data at offset 28
+                    encrypted_data = masterkey.encrypted_key_backup
+                    if len(encrypted_data) > 256:
+                        # This looks like a full domain backup key structure, extract the RSA portion
+                        encrypted_data = encrypted_data[28 : 28 + 256]
+
+                    # Attempt decryption using the backup key data
+                    result = self.dpapi_manager._crypto.decrypt_masterkey_with_backup_key(
+                        encrypted_data,
+                        new_backup_key.key_data,
+                    )
+
+                    if result:
+                        # Extract sha1_key and full_key from the result tuple
+                        sha1_key, full_key = result
+                        # Update the masterkey with decrypted data
+                        masterkey.plaintext_key = full_key
+                        masterkey.plaintext_key_sha1 = sha1_key
+                        masterkey.backup_key_guid = new_backup_key.guid
+                        await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
+
+                except Exception:
+                    # Continue with other masterkeys if one fails
+                    # For debugging - you can uncomment this line to see errors
+                    # print(f"Auto-decrypt error: {e}")
+                    continue
+
+        except Exception:
+            # Silently handle any errors during auto-decryption
+            pass
+
+    async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
+        """Attempt to decrypt a new masterkey using existing domain backup keys."""
+        try:
+            # Get the specific masterkey
+            masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
+            if not masterkey or masterkey.is_decrypted:
+                return  # Masterkey not found or already decrypted
+
+            # Check if encrypted_key_backup exists
+            if masterkey.encrypted_key_backup is None:
+                return  # Cannot decrypt without backup key data
+
+            # Get all existing backup keys
+            backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
+            if not backup_keys:
+                return  # No backup keys available
+
+            # Try to decrypt the masterkey with each backup key
+            for backup_key in backup_keys:
+                try:
+                    # For domain masterkeys, we need to extract the RSA-encrypted portion
+                    # The domain backup key data has a structure with the encrypted data at offset 28
+                    encrypted_data = masterkey.encrypted_key_backup
+                    if len(encrypted_data) > 256:
+                        # This looks like a full domain backup key structure, extract the RSA portion
+                        encrypted_data = encrypted_data[28 : 28 + 256]
+
+                    # Attempt decryption using the backup key data
+                    result = self.dpapi_manager._crypto.decrypt_masterkey_with_backup_key(
+                        encrypted_data, backup_key.key_data
+                    )
+
+                    if result:
+                        # Extract sha1_key and full_key from the result tuple
+                        sha1_key, full_key = result
+                        # Update the masterkey with decrypted data
+                        masterkey.plaintext_key = full_key
+                        masterkey.plaintext_key_sha1 = sha1_key
+                        masterkey.backup_key_guid = backup_key.guid
+                        await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
+                        return  # Successfully decrypted, stop trying other keys
+
+                except Exception:
+                    # Continue with other backup keys if one fails
+                    continue
+
+        except Exception:
+            # Silently handle any errors during auto-decryption
+            pass
diff --git a/libs/dpapi/dpapi/core.py b/libs/dpapi/dpapi/core.py
new file mode 100644
index 0000000..8f8766c
--- /dev/null
+++ b/libs/dpapi/dpapi/core.py
@@ -0,0 +1,286 @@
+"""Core data models for DPAPI library."""
+
+import struct
+from dataclasses import dataclass
+from enum import IntFlag
+from pathlib import Path
+from uuid import UUID
+
+from .dpapi_blob import DPAPI_BLOB
+
+DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
+
+
+@dataclass
+class DomainBackupKey:
+    """Represents a domain backup key for decrypting masterkeys."""
+
+    guid: UUID
+    key_data: bytes
+    domain_controller: str | None = None
+
+
+class MasterKeyPolicy(IntFlag):
+    """Policy bits for DPAPI masterkey."""
+
+    NONE = 0x0  # No special policy
+    LOCAL_BACKUP = 0x1  # Policy bit for local only (no DC) backup
+    NO_BACKUP = 0x2  # Policy bit for NO backup (Win95)
+    DPAPI_OWF = 0x4  # Use the DPAPI One way function of the password (SHA_1(pw))
+
+
+@dataclass
+class MasterKey:
+    """Represents a DPAPI masterkey.
+
+    Attributes:
+        guid: Unique identifier for this masterkey.
+        encrypted_key_user: Masterkey encrypted with the user's password-derived key.
+        encrypted_key_backup: Masterkey encrypted with the domain backup key.
+        backup_key_guid: GUID of the domain backup key used to encrypt this masterkey.
+        plaintext_key: Decrypted masterkey data.
+        plaintext_key_sha1: SHA1 hash of the plaintext masterkey. AKA the Master Key (MK) Encryption Key.
+    """
+
+    guid: UUID
+    encrypted_key_usercred: bytes | None = None
+    encrypted_key_backup: bytes | None = None
+    plaintext_key: bytes | None = None
+    plaintext_key_sha1: bytes | None = None
+    backup_key_guid: UUID | None = None
+
+    @property
+    def is_decrypted(self) -> bool:
+        """Check if masterkey has been decrypted."""
+        return self.plaintext_key is not None
+
+
+@dataclass
+class Blob:
+    """Represents a DPAPI encrypted blob.
+
+    Structure representation comes from parsing in SPCryptProtect and SPCryptUnprotect in crypt32p.cpp.
+    """
+
+    outerVersion: int
+    provider_guid: UUID
+
+    version: int
+    masterkey_guid: UUID
+    prompt_flags: int
+    description: str
+    encryption_algorithm_id: int
+    encryption_algorithm_key_size: int
+    encryption_key: bytes
+    encryption_salt: bytes
+    mac_algorithm_id: int
+    mac_algorithm_key_size: int
+    mac_key: bytes
+    encrypted_data: bytes
+    mac: bytes  # MAC signature. Includes all data from the beginning of the structure through encrypted_data
+
+    # Raw bytes of the entire blob
+    raw_bytes: bytes
+
+    @classmethod
+    def parse(cls, data_or_path: bytes | str | Path) -> "Blob":
+        """Parse a DPAPI blob from bytes or file path.
+
+        Args:
+            data_or_path: Either raw bytes or path to blob file
+
+        Returns:
+            DpapiBlob instance with parsed data
+
+        Raises:
+            ValueError: If blob format is invalid
+            FileNotFoundError: If file doesn't exist
+        """
+
+        def _parse_guid(data: bytes) -> UUID:
+            # '<' = little-endian for first 3 fields, '>' = big-endian for last field
+            data1, data2, data3 = struct.unpack("<IHH", data[:8])
+            data4 = data[8:16]  # Keep as bytes (big-endian)
+
+            return UUID(f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}")
+
+        if isinstance(data_or_path, (str, Path)):
+            file_path = Path(data_or_path)
+            if not file_path.exists():
+                raise FileNotFoundError(f"Blob file not found: {file_path}")
+            with open(file_path, "rb") as f:
+                data = f.read()
+        else:
+            data = data_or_path
+
+        try:
+            dpapi_blob = DPAPI_BLOB(data)
+        except Exception as e:
+            raise ValueError(f"Failed to parse DPAPI blob: {e}") from e
+
+        # Convert impacket DPAPI_BLOB fields to our Blob class fields
+        # Parse Windows GUIDs from bytes to UUID
+        masterkey_guid_bytes = dpapi_blob["GuidMasterKey"]
+        masterkey_guid = _parse_guid(masterkey_guid_bytes)
+
+        provider_guid_bytes = dpapi_blob["GuidCredential"]
+        provider_guid = _parse_guid(provider_guid_bytes)
+
+        # Validate versions are both 1
+        if dpapi_blob["Version"] != 1:
+            raise ValueError(f"Invalid outer version: {dpapi_blob['Version']}")
+        if dpapi_blob["MasterKeyVersion"] != 1:
+            raise ValueError(f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}")
+
+        # Validate the provider GUID is DF9D8CD0-1501-11D1-8C7A-00C04FC297EB
+        if provider_guid != DEFAULT_BLOB_PROVIDER_GUID:
+            raise ValueError(f"Invalid provider GUID: {provider_guid}")
+
+        description = ""
+        if dpapi_blob["Description"]:
+            description = dpapi_blob["Description"].decode("utf-16le", errors="ignore").rstrip("\x00")
+
+        return cls(
+            outerVersion=dpapi_blob["Version"],
+            provider_guid=provider_guid,
+            version=dpapi_blob["MasterKeyVersion"],
+            masterkey_guid=masterkey_guid,
+            prompt_flags=dpapi_blob["Flags"],
+            description=description,
+            encryption_algorithm_id=dpapi_blob["CryptAlgo"],
+            encryption_algorithm_key_size=dpapi_blob["CryptAlgoLen"],
+            # Yes, this is intended. Impacket incorrectly parses the salt
+            # as the encryption key. The encryption key field comes first,
+            # then the salt
+            encryption_key=dpapi_blob["HMacKey"],
+            encryption_salt=dpapi_blob["Salt"],
+            mac_algorithm_id=dpapi_blob["HashAlgo"],
+            mac_algorithm_key_size=dpapi_blob["HashAlgoLen"],
+            mac_key=dpapi_blob["HMac"],
+            encrypted_data=dpapi_blob["Data"],
+            mac=dpapi_blob["Sign"],
+            raw_bytes=data,
+        )
+
+
+@dataclass
+class MasterKeyFile:
+    """Represents a DPAPI masterkey file structure.
+
+    Based on the Windows MASTERKEY_STORED structure, this class can parse
+    masterkey files from disk and extract the various key components.
+    """
+
+    version: int
+    modified: bool
+    file_path: None
+    masterkey_guid: UUID
+    policy: MasterKeyPolicy
+
+    # Masterkey data (pbMK)
+    master_key: bytes | None = None
+
+    # Local key data (pbLK), a randomized key protected by a key derived from the user and system components of the DPAPI_SYSTEM secret
+    local_key: bytes | None = None
+
+    # Backup key data (pbBK), a structure protected by the Local Key that specifies the ID of the credential in CREDHIST needed to decrypt the masterkey.
+    backup_key: bytes | None = None
+
+    # Domain backup key ("DC recovery key" in MS parlance) protected masterkey data (pbBBK - backup backup key?).
+    domain_backup_key: bytes | None = None
+
+    @classmethod
+    def parse(cls, file_path: str | Path) -> "MasterKeyFile":
+        """Parse a masterkey file from disk.
+
+        Args:
+            file_path: Path to the masterkey file
+
+        Returns:
+            MasterKeyFile instance with parsed data
+
+        Raises:
+            ValueError: If file format is invalid
+            FileNotFoundError: If file doesn't exist
+        """
+        file_path = Path(file_path)
+
+        if not file_path.exists():
+            raise FileNotFoundError(f"Masterkey file not found: {file_path}")
+
+        with open(file_path, "rb") as f:
+            data = f.read()
+
+        if len(data) < 44:  # Minimum size for MASTERKEY_STORED_ON_DISK header
+            raise ValueError("File too small to contain valid masterkey data")
+
+        # Parse the on-disk structure
+        # struct format: DWORD dwVersion, BOOL fModified, DWORD szFilePath,
+        #                WCHAR wszguidMasterKey[40], DWORD dwPolicy,
+        #                DWORD cbMK, DWORD pbMK, DWORD cbLK, DWORD pbLK,
+        #                DWORD cbBK, DWORD pbBK, DWORD cbBBK, DWORD pbBBK
+
+        header_format = "<III80sIIIIIIIII"  # 80 bytes for WCHAR[40] (40 * 2)
+        header_size = struct.calcsize(header_format)
+
+        if len(data) < header_size:
+            raise ValueError("File too small to contain complete header")
+
+        header = struct.unpack(header_format, data[:header_size])
+
+        version = header[0]
+        modified = bool(header[1])
+        # Skip szFilePath (header[2]) - invalid on disk
+        guid_bytes = header[3]
+        policy = header[4]
+        cb_mk = header[5]
+        # Skip pbMK offset (header[6]) - invalid on disk
+        cb_lk = header[7]
+        # Skip pbLK offset (header[8]) - invalid on disk
+        cb_bk = header[9]
+        # Skip pbBK offset (header[10]) - invalid on disk
+        cb_bbk = header[11]
+        # Skip pbBBK offset (header[12]) - invalid on disk
+
+        # Extract GUID string (null-terminated wide string) and convert to UUID
+        guid_str = guid_bytes.decode("utf-16le").rstrip("\x00")
+        guid = UUID(guid_str)
+
+        # Validate total size
+        total_key_size = cb_mk + cb_lk + cb_bk + cb_bbk
+        if len(data) < header_size + total_key_size:
+            raise ValueError("File size doesn't match expected key data size")
+
+        # Extract key data sequentially after header
+        offset = header_size
+
+        master_key = None
+        if cb_mk > 0:
+            master_key = data[offset : offset + cb_mk]
+            offset += cb_mk
+
+        local_key = None
+        if cb_lk > 0:
+            local_key = data[offset : offset + cb_lk]
+            offset += cb_lk
+
+        backup_key = None
+        if cb_bk > 0:
+            backup_key = data[offset : offset + cb_bk]
+            offset += cb_bk
+
+        backup_dc_key = None
+        if cb_bbk > 0:
+            backup_dc_key = data[offset : offset + cb_bbk]
+
+        return cls(
+            version=version,
+            modified=modified,
+            file_path=None,  # Invalid on disk, set to None
+            masterkey_guid=guid,
+            policy=MasterKeyPolicy(policy),
+            master_key=master_key,
+            local_key=local_key,
+            backup_key=backup_key,
+            domain_backup_key=backup_dc_key,
+        )
diff --git a/libs/dpapi/dpapi/crypto.py b/libs/dpapi/dpapi/crypto.py
new file mode 100644
index 0000000..ba6e6d9
--- /dev/null
+++ b/libs/dpapi/dpapi/crypto.py
@@ -0,0 +1,347 @@
+"""DPAPI cryptographic operations."""
+
+from enum import Enum
+
+from Crypto.Hash import HMAC, MD4, SHA1, SHA256
+from Crypto.Protocol.KDF import PBKDF2
+from Cryptodome.Cipher import PKCS1_v1_5
+from Cryptodome.Hash import SHA1 as CryptodomeSHA1
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from pydantic import BaseModel, field_validator
+
+from .dpapi_blob import DPAPI_BLOB
+
+
+class DPAPICryptoError(Exception):
+    """Base exception for DPAPI cryptographic operations."""
+
+    pass
+
+
+class InvalidBlobDataError(DPAPICryptoError):
+    """Raised when DPAPI blob data is invalid or malformed."""
+
+    pass
+
+
+class BlobDecryptionError(DPAPICryptoError):
+    """Raised when DPAPI blob decryption fails."""
+
+    pass
+
+
+class MasterKeyDecryptionError(DPAPICryptoError):
+    """Raised when masterkey decryption fails."""
+
+    pass
+
+
+class InvalidBackupKeyError(DPAPICryptoError):
+    """Raised when domain backup key is invalid or malformed."""
+
+    pass
+
+
+class Password(BaseModel):
+    """Password credential."""
+
+    value: str
+
+    @field_validator("value")
+    @classmethod
+    def validate_value(cls, v: str) -> str:
+        if not v:
+            raise ValueError("Password value cannot be empty")
+        return v
+
+
+class NtlmHash(BaseModel):
+    """NTLM hash credential."""
+
+    value: bytes
+
+    @field_validator("value")
+    @classmethod
+    def validate_value(cls, v: bytes) -> bytes:
+        if not v:
+            raise ValueError("NTLM hash value cannot be empty")
+        if len(v) != 16:
+            raise ValueError("NTLM hash must be exactly 16 bytes")
+        return v
+
+    @classmethod
+    def from_hexstring(cls, hex_string: str) -> "NtlmHash":
+        """Create NtlmHash from hex string."""
+        try:
+            return cls(value=bytes.fromhex(hex_string))
+        except ValueError as e:
+            raise ValueError(f"Invalid hex string: {e}") from e
+
+
+class Sha1Hash(BaseModel):
+    """SHA1 hash credential."""
+
+    value: bytes
+
+    @field_validator("value")
+    @classmethod
+    def validate_value(cls, v: bytes) -> bytes:
+        if not v:
+            raise ValueError("SHA1 hash value cannot be empty")
+        if len(v) != 20:
+            raise ValueError("SHA1 hash must be exactly 20 bytes")
+        return v
+
+    @classmethod
+    def from_hex(cls, hex_string: str) -> "Sha1Hash":
+        """Create Sha1Hash from hex string."""
+        try:
+            return cls(value=bytes.fromhex(hex_string))
+        except ValueError as e:
+            raise ValueError(f"Invalid hex string: {e}") from e
+
+
+class Pbkdf2Hash(BaseModel):
+    """PBKDF2 hash credential."""
+
+    value: bytes
+
+    @field_validator("value")
+    @classmethod
+    def validate_value(cls, v: bytes) -> bytes:
+        if not v:
+            raise ValueError("PBKDF2 hash value cannot be empty")
+        if len(v) != 16:
+            raise ValueError("PBKDF2 hash must be exactly 16 bytes")
+        return v
+
+    @classmethod
+    def from_hex(cls, hex_string: str) -> "Pbkdf2Hash":
+        """Create Pbkdf2Hash from hex string."""
+        try:
+            return cls(value=bytes.fromhex(hex_string))
+        except ValueError as e:
+            raise ValueError(f"Invalid hex string: {e}") from e
+
+
+def _derive_secure_cred_key(ntlm_hash: bytes, user_sid_bytes: bytes) -> bytes:
+    """Compute PBKDF2 hash using two-step derivation process."""
+    derived_key = PBKDF2(ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256)  # type: ignore
+    derived_key = PBKDF2(derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256)  # type: ignore
+    return derived_key
+
+
+class CredKeyHashType(Enum):
+    """Type of one-way function (OWF) hashes used in credential key derivation."""
+
+    MD4 = "md4"
+    NTLM = "md4"  # Alias for MD4
+    SHA1 = "sha1"
+    PBKDF2 = "pbkdf2"
+    SECURE_CRED_KEY = "pbkdf2"  # Alias for PBKDF2
+
+
+class CredKey(BaseModel):
+    """Credential key derived from OWF hash."""
+
+    key: NtlmHash | Sha1Hash | Pbkdf2Hash
+
+    @property
+    def owf(self) -> CredKeyHashType:
+        """Get the OWF type inferred from the hash type."""
+        if isinstance(self.key, NtlmHash):
+            return CredKeyHashType.NTLM
+        elif isinstance(self.key, Sha1Hash):
+            return CredKeyHashType.SHA1
+        elif isinstance(self.key, Pbkdf2Hash):
+            return CredKeyHashType.PBKDF2
+        else:
+            raise ValueError(f"Cannot infer OWF type from key type: {type(self.key)}")
+
+    @classmethod
+    def from_password(cls, password: str, hash_type: CredKeyHashType, user_sid: str | None = None) -> "CredKey":
+        """Create CredKey from password by calculating the specified hash type.
+
+        Derived from SharpDPAPI's CalculateKeys function: https://github.com/GhostPack/SharpDPAPI/blob/master/SharpDPAPI/lib/Dpapi.cs#L1755
+        """
+
+        if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
+            ntlm_hash = MD4.new(password.encode("utf-16le")).digest()
+            return cls(key=NtlmHash(value=ntlm_hash))
+        elif hash_type == CredKeyHashType.SHA1:
+            sha1_hash = SHA1.new(password.encode("utf-16le")).digest()
+            return cls(key=Sha1Hash(value=sha1_hash))
+        elif hash_type == CredKeyHashType.PBKDF2:
+            if user_sid is None:
+                raise ValueError("user_sid parameter is required when using PBKDF2")
+
+            user_sid_bytes = user_sid.encode("utf-16le")
+            ntlm_hash = MD4.new(password.encode("utf-16le")).digest()
+
+            derived_key = _derive_secure_cred_key(ntlm_hash, user_sid_bytes)
+
+            return cls(key=Pbkdf2Hash(value=derived_key))
+        else:
+            raise ValueError(f"Unsupported hash type: {hash_type}")
+
+    @classmethod
+    def from_ntlm(cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: str | None = None) -> "CredKey":
+        """Create CredKey from NTLM hash."""
+
+        if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
+            return cls(key=NtlmHash(value=ntlm_hash))
+        elif hash_type == CredKeyHashType.PBKDF2:
+            if user_sid is None:
+                raise ValueError("user_sid parameter is required when using PBKDF2")
+
+            user_sid_bytes = user_sid.encode("utf-16le")
+            derived_key = _derive_secure_cred_key(ntlm_hash, user_sid_bytes)
+
+            return cls(key=Pbkdf2Hash(value=derived_key))
+        else:
+            raise ValueError(f"Cannot derive {hash_type} from NTLM hash")
+
+    @classmethod
+    def from_sha1(cls, sha1_hash: bytes) -> "CredKey":
+        """Create CredKey from SHA1 hash."""
+        return cls(key=Sha1Hash(value=sha1_hash))
+
+
+class MasterKeyEncryptionKey(BaseModel):
+    """Symmetric encryption key derived from credential key."""
+
+    key: Sha1Hash
+
+    @staticmethod
+    def _derive_mk_key(pwdhash: bytes, user_sid: str, digest: str = "sha1") -> bytes:
+        """Internal use. Computes the DPAPI symmetric key from a hash derived from a user's password."""
+        # Map digest names to pycryptodome hash modules
+        digest_map = {
+            "sha1": SHA1,
+            "sha256": SHA256,
+            "md4": MD4,
+        }
+
+        if digest not in digest_map:
+            raise ValueError(f"Unsupported digest algorithm: {digest}")
+
+        user_sid_bytes = user_sid.encode("utf-16le") + b"\0\0"
+
+        return HMAC.new(pwdhash, user_sid_bytes, digestmod=digest_map[digest]).digest()
+
+    @classmethod
+    def from_cred_key(cls, cred_key: CredKey, user_sid: str) -> "MasterKeyEncryptionKey":
+        """Generate symmetric key from credential key using derivation algorithm.
+
+        Args:
+            cred_key: The credential key containing hash
+            user_sid: The user SID for derivation
+        """
+        if cred_key.owf in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
+            if not isinstance(cred_key.key, NtlmHash):
+                raise ValueError("Expected NtlmHash for MD4/NTLM key type")
+            key = cls._derive_mk_key(cred_key.key.value, user_sid, digest="sha1")
+        elif cred_key.owf == CredKeyHashType.SHA1:
+            if not isinstance(cred_key.key, Sha1Hash):
+                raise ValueError("Expected Sha1Hash for SHA1 key type")
+            key = cls._derive_mk_key(cred_key.key.value, user_sid, digest="sha1")
+        elif cred_key.owf == CredKeyHashType.PBKDF2:
+            if not isinstance(cred_key.key, Pbkdf2Hash):
+                raise ValueError("Expected Pbkdf2Hash for PBKDF2 key type")
+
+            key = cls._derive_mk_key(cred_key.key.value, user_sid, digest="sha1")
+        else:
+            raise ValueError(f"Invalid hash_type: {cred_key.owf}")
+
+        return cls(key=Sha1Hash(value=key))
+
+
+class DpapiCrypto:
+    """DPAPI cryptographic operations handler."""
+
+    @staticmethod
+    def decrypt_masterkey_with_backup_key(encrypted_masterkey: bytes, backup_key: bytes) -> tuple[bytes, bytes]:
+        """Decrypt a masterkey using a domain backup key.
+
+        Args:
+            encrypted_masterkey: The encrypted masterkey bytes (domainkey_pb_secret)
+            backup_key: The domain backup key bytes
+
+        Returns:
+            Tuple of (sha1_key, full_key) on success
+
+        Raises:
+            InvalidBackupKeyError: If backup key is invalid or malformed
+            MasterKeyDecryptionError: If masterkey decryption fails
+        """
+        try:
+            # Extract the private key from the backup key data
+            # Skip the PVK_FILE_HDR and get the PRIVATE_KEY_BLOB
+            key = PRIVATE_KEY_BLOB(backup_key[len(PVK_FILE_HDR()) :])
+            private = privatekeyblob_to_pkcs1(key)
+            cipher = PKCS1_v1_5.new(private)
+        except Exception as e:
+            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
+
+        try:
+            # Decrypt the masterkey (reverse byte order as per Impacket implementation)
+            decrypted_key = cipher.decrypt(encrypted_masterkey[::-1], None)
+
+            if not decrypted_key:
+                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+
+            # Parse the decrypted data as DPAPI_DOMAIN_RSA_MASTER_KEY
+            domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
+            full_key = domain_master_key["buffer"][: domain_master_key["cbMasterKey"]]
+            sha1_key = CryptodomeSHA1.new(full_key).digest()
+
+            return (sha1_key, full_key)
+        except MasterKeyDecryptionError:
+            raise
+        except Exception as e:
+            raise MasterKeyDecryptionError(f"Failed to decrypt masterkey: {e}") from e
+
+    @staticmethod
+    def decrypt_masterkey_with_mk_key(encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey) -> bytes:
+        """Decrypt a masterkey using a masterkey encryption key.
+
+        Args:
+            encrypted_masterkey: The encrypted masterkey data
+            cred_key: The credential key containing hashes
+
+        Returns:
+            Decrypted masterkey bytes or None if decryption fails
+        """
+
+        raise NotImplementedError("MasterKeyEncryptionKey decryption not implemented yet")
+
+    @staticmethod
+    def decrypt_blob(blob_data: bytes, masterkey: bytes, entropy: bytes | None = None) -> bytes:
+        """Decrypt a DPAPI blob using the provided masterkey SHA1.
+
+        Args:
+            blob_data: The encrypted DPAPI blob's bytes
+            masterkey: Bytes of the plaintext masterkey
+            entropy: Optional entropy data used in blob encryption
+
+        Returns:
+            Decrypted blob data
+
+        Raises:
+            InvalidBlobDataError: If blob data is invalid or malformed
+            BlobDecryptionError: If decryption fails
+        """
+        try:
+            dpapi_blob = DPAPI_BLOB(blob_data)
+        except Exception as e:
+            raise InvalidBlobDataError(f"Invalid DPAPI blob data: {e}") from e
+
+        try:
+            decrypted_data = dpapi_blob.decrypt(masterkey)
+        except Exception as e:
+            raise BlobDecryptionError(f"Failed to decrypt DPAPI blob: {e}") from e
+
+        if not decrypted_data:
+            raise BlobDecryptionError("Failed to decrypt DPAPI blob despite having a plaintext masterkey")
+
+        return decrypted_data
diff --git a/libs/dpapi/dpapi/dpapi_blob.py b/libs/dpapi/dpapi/dpapi_blob.py
new file mode 100644
index 0000000..b01858f
--- /dev/null
+++ b/libs/dpapi/dpapi/dpapi_blob.py
@@ -0,0 +1,346 @@
+# Adapted from https://github.com/fortra/impacket/blob/8799a1a2c42ad74423841d21ed5f4193ea54f3d5/examples/dpapi.py
+#   Apache License Version 1.1
+#   Just contains DPAPI_BLOB
+#   Modifications by @harmj0y: tweaked to allow SHA1 or full keys
+
+# Impacket - Collection of Python classes for working with network protocols.
+#
+# Copyright (C) 2022 Fortra. All rights reserved.
+#
+# This software is provided under a slightly modified version
+# of the Apache Software License. See the accompanying LICENSE file
+# for more information.
+#
+# Description:
+#   DPAPI and Windows Vault parsing structures and manipulation
+#
+# Author:
+#   Alberto Solino (@agsolino)
+#
+# References:
+#   All of the work done by these guys. I just adapted their work to my needs.
+#   - https://www.passcape.com/index.php?section=docsys&cmd=details&id=28
+#   - https://github.com/jordanbtucker/dpapick
+#   - https://github.com/gentilkiwi/mimikatz/wiki/howto-~-credential-manager-saved-credentials (and everything else Ben did)
+#   - http://blog.digital-forensics.it/2016/01/windows-revaulting.html
+#   - https://www.passcape.com/windows_password_recovery_vault_explorer
+#   -  https://www.passcape.com/windows_password_recovery_dpapi_master_key
+#
+
+# Standard Libraries
+from binascii import hexlify
+
+# 3rd Party Libraries
+from Cryptodome.Cipher import AES, DES3
+from Cryptodome.Hash import HMAC, SHA1, SHA512
+from Cryptodome.Util.Padding import unpad
+from impacket.dcerpc.v5.enum import Enum
+from impacket.structure import Structure
+from impacket.uuid import bin_to_string
+
+# Algorithm classes
+ALG_CLASS_ANY = 0
+ALG_CLASS_SIGNATURE = 1 << 13
+ALG_CLASS_MSG_ENCRYPT = 2 << 13
+ALG_CLASS_DATA_ENCRYPT = 3 << 13
+ALG_CLASS_HASH = 4 << 13
+ALG_CLASS_KEY_EXCHANGE = 5 << 13
+ALG_CLASS_ALL = 7 << 13
+
+# Algorithm types
+ALG_TYPE_ANY = 0
+ALG_TYPE_DSS = 1 << 9
+ALG_TYPE_RSA = 2 << 9
+ALG_TYPE_BLOCK = 3 << 9
+ALG_TYPE_STREAM = 4 << 9
+ALG_TYPE_DH = 5 << 9
+ALG_TYPE_SECURECHANNEL = 6 << 9
+ALG_SID_ANY = 0
+ALG_SID_RSA_ANY = 0
+ALG_SID_RSA_PKCS = 1
+ALG_SID_RSA_MSATWORK = 2
+ALG_SID_RSA_ENTRUST = 3
+ALG_SID_RSA_PGP = 4
+ALG_SID_DSS_ANY = 0
+ALG_SID_DSS_PKCS = 1
+ALG_SID_DSS_DMS = 2
+ALG_SID_ECDSA = 3
+
+# Block cipher sub ids
+ALG_SID_DES = 1
+ALG_SID_3DES = 3
+ALG_SID_DESX = 4
+ALG_SID_IDEA = 5
+ALG_SID_CAST = 6
+ALG_SID_SAFERSK64 = 7
+ALG_SID_SAFERSK128 = 8
+ALG_SID_3DES_112 = 9
+ALG_SID_CYLINK_MEK = 12
+ALG_SID_RC5 = 13
+ALG_SID_AES_128 = 14
+ALG_SID_AES_192 = 15
+ALG_SID_AES_256 = 16
+ALG_SID_AES = 17
+ALG_SID_SKIPJACK = 10
+ALG_SID_TEK = 11
+
+CRYPT_MODE_CBCI = 6  # ANSI CBC Interleaved
+CRYPT_MODE_CFBP = 7  # ANSI CFB Pipelined
+CRYPT_MODE_OFBP = 8  # ANSI OFB Pipelined
+CRYPT_MODE_CBCOFM = 9  # ANSI CBC + OF Masking
+CRYPT_MODE_CBCOFMI = 10  # ANSI CBC + OFM Interleaved
+
+ALG_SID_RC2 = 2
+ALG_SID_RC4 = 1
+ALG_SID_SEAL = 2
+
+# Diffie - Hellman sub - ids
+ALG_SID_DH_SANDF = 1
+ALG_SID_DH_EPHEM = 2
+ALG_SID_AGREED_KEY_ANY = 3
+ALG_SID_KEA = 4
+ALG_SID_ECDH = 5
+
+# Hash sub ids
+ALG_SID_MD2 = 1
+ALG_SID_MD4 = 2
+ALG_SID_MD5 = 3
+ALG_SID_SHA = 4
+ALG_SID_SHA1 = 4
+ALG_SID_MAC = 5
+ALG_SID_RIPEMD = 6
+ALG_SID_RIPEMD160 = 7
+ALG_SID_SSL3SHAMD5 = 8
+ALG_SID_HMAC = 9
+ALG_SID_TLS1PRF = 10
+ALG_SID_HASH_REPLACE_OWF = 11
+ALG_SID_SHA_256 = 12
+ALG_SID_SHA_384 = 13
+ALG_SID_SHA_512 = 14
+
+# secure channel sub ids
+ALG_SID_SSL3_MASTER = 1
+ALG_SID_SCHANNEL_MASTER_HASH = 2
+ALG_SID_SCHANNEL_MAC_KEY = 3
+ALG_SID_PCT1_MASTER = 4
+ALG_SID_SSL2_MASTER = 5
+ALG_SID_TLS1_MASTER = 6
+ALG_SID_SCHANNEL_ENC_KEY = 7
+ALG_SID_ECMQV = 1
+
+
+def getFlags(myenum, flags):
+    return "|".join([name for name, member in myenum.__members__.items() if member.value & flags])
+
+
+class FLAGS(Enum):
+    CRYPTPROTECT_UI_FORBIDDEN = 0x1
+    CRYPTPROTECT_LOCAL_MACHINE = 0x4
+    CRYPTPROTECT_CRED_SYNC = 0x8
+    CRYPTPROTECT_AUDIT = 0x10
+    CRYPTPROTECT_VERIFY_PROTECTION = 0x40
+    CRYPTPROTECT_CRED_REGENERATE = 0x80
+    CRYPTPROTECT_SYSTEM = 0x20000000
+
+
+# algorithm identifier definitions
+class ALGORITHMS(Enum):
+    CALG_MD2 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD2
+    CALG_MD4 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD4
+    CALG_MD5 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD5
+    CALG_SHA = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA
+    CALG_SHA1 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA1
+    CALG_RSA_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_RSA | ALG_SID_RSA_ANY
+    CALG_DSS_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_DSS | ALG_SID_DSS_ANY
+    CALG_NO_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_ANY | ALG_SID_ANY
+    CALG_RSA_KEYX = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_RSA | ALG_SID_RSA_ANY
+    CALG_DES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_DES
+    CALG_3DES_112 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_3DES_112
+    CALG_3DES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_3DES
+    CALG_DESX = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_DESX
+    CALG_RC2 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_RC2
+    CALG_RC4 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_STREAM | ALG_SID_RC4
+    CALG_SEAL = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_STREAM | ALG_SID_SEAL
+    CALG_DH_SF = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_DH_SANDF
+    CALG_DH_EPHEM = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_DH_EPHEM
+    CALG_AGREEDKEY_ANY = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_AGREED_KEY_ANY
+    CALG_KEA_KEYX = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_KEA
+    CALG_HUGHES_MD5 = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_ANY | ALG_SID_MD5
+    CALG_SKIPJACK = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_SKIPJACK
+    CALG_TEK = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_TEK
+    CALG_SSL3_SHAMD5 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SSL3SHAMD5
+    CALG_SSL3_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SSL3_MASTER
+    CALG_SCHANNEL_MASTER_HASH = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_MASTER_HASH
+    CALG_SCHANNEL_MAC_KEY = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_MAC_KEY
+    CALG_SCHANNEL_ENC_KEY = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_ENC_KEY
+    CALG_PCT1_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_PCT1_MASTER
+    CALG_SSL2_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SSL2_MASTER
+    CALG_TLS1_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_TLS1_MASTER
+    CALG_RC5 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_RC5
+    CALG_HMAC = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_HMAC
+    CALG_TLS1PRF = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_TLS1PRF
+    CALG_HASH_REPLACE_OWF = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_HASH_REPLACE_OWF
+    CALG_AES_128 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_128
+    CALG_AES_192 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_192
+    CALG_AES_256 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_256
+    CALG_AES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES
+    CALG_SHA_256 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_256
+    CALG_SHA_384 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_384
+    CALG_SHA_512 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_512
+    CALG_ECDH = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_ECDH
+    CALG_ECMQV = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_ANY | ALG_SID_ECMQV
+    CALG_ECDSA = ALG_CLASS_SIGNATURE | ALG_TYPE_DSS | ALG_SID_ECDSA
+
+
+ALGORITHMS_DATA = {
+    # Algorithm: key/SaltLen, CryptHashModule, Mode, IVLen, BlockSize
+    ALGORITHMS.CALG_SHA.value: (160 // 8, SHA1, None, None, 512 // 8),
+    ALGORITHMS.CALG_HMAC.value: (160 // 8, SHA512, None, None, 512 // 8),
+    ALGORITHMS.CALG_3DES.value: (192 // 8, DES3, DES3.MODE_CBC, 64 // 8),
+    ALGORITHMS.CALG_SHA_512.value: (128 // 8, SHA512, None, None, 1024 // 8),
+    ALGORITHMS.CALG_AES_256.value: (256 // 8, AES, AES.MODE_CBC, 128 // 8),
+}
+
+
+class DPAPI_BLOB(Structure):
+    structure = (
+        ("Version", "<L=0"),
+        ("GuidCredential", "16s=b"),
+        ("MasterKeyVersion", "<L=0"),
+        ("GuidMasterKey", "16s=b"),
+        ("Flags", "<L=0"),
+        ("DescriptionLen", "<L=0"),
+        ("_Description", "_-Description", 'self["DescriptionLen"]'),
+        ("Description", ":"),
+        ("CryptAlgo", "<L=0"),
+        ("CryptAlgoLen", "<L=0"),
+        ("SaltLen", "<L=0"),
+        ("_Salt", "_-Salt", 'self["SaltLen"]'),
+        ("Salt", ":"),
+        ("HMacKeyLen", "<L=0"),
+        ("_HMacKey", "_-HMacKey", 'self["HMacKeyLen"]'),
+        ("HMacKey", ":"),
+        ("HashAlgo", "<L=0"),
+        ("HashAlgoLen", "<L=0"),
+        ("HMac", "<L=0"),
+        ("_HMac", "_-HMac", 'self["HMac"]'),
+        ("HMac", ":"),
+        ("DataLen", "<L=0"),
+        ("_Data", "_-Data", 'self["DataLen"]'),
+        ("Data", ":"),
+        ("SignLen", "<L=0"),
+        ("_Sign", "_-Sign", 'self["SignLen"]'),
+        ("Sign", ":"),
+    )
+
+    def dump(self):
+        print("[BLOB]")
+        print("Version          : %8x (%d)" % (self["Version"], self["Version"]))
+        print("Guid Credential  : %s" % bin_to_string(self["GuidCredential"]))
+        print("MasterKeyVersion : %8x (%d)" % (self["MasterKeyVersion"], self["MasterKeyVersion"]))
+        print("Guid MasterKey   : %s" % bin_to_string(self["GuidMasterKey"]))
+        print("Flags            : %8x (%s)" % (self["Flags"], getFlags(FLAGS, self["Flags"])))
+        print("Description      : %s" % (self["Description"].decode("utf-16le")))
+        print(
+            "CryptAlgo        : %.8x (%d) (%s)"
+            % (self["CryptAlgo"], self["CryptAlgo"], ALGORITHMS(self["CryptAlgo"]).name)
+        )
+        print("Salt             : %s" % (hexlify(self["Salt"])))
+        print("HMacKey          : %s" % (hexlify(self["HMacKey"])))
+        print(
+            "HashAlgo         : %.8x (%d) (%s)"
+            % (self["HashAlgo"], self["HashAlgo"], ALGORITHMS(self["HashAlgo"]).name)
+        )
+        print("HMac             : %s" % (hexlify(self["HMac"])))
+        print("Data             : %s" % (hexlify(self["Data"])))
+        print("Sign             : %s" % (hexlify(self["Sign"])))
+        print()
+
+    def deriveKey(self, sessionKey):
+        def fixparity(deskey):
+            # 3rd Party Libraries
+            from six import b, indexbytes
+
+            temp = b""
+            for i in range(len(deskey)):
+                t = (bin(indexbytes(deskey, i))[2:]).rjust(8, "0")
+                if t[:7].count("1") % 2 == 0:
+                    temp += b(chr(int(t[:7] + "1", 2)))
+                else:
+                    temp += b(chr(int(t[:7] + "0", 2)))
+            return temp
+
+        if len(sessionKey) > ALGORITHMS_DATA[self["HashAlgo"]][4]:
+            derivedKey = HMAC.new(sessionKey, digestmod=ALGORITHMS_DATA[self["HashAlgo"]][1]).digest()
+        else:
+            derivedKey = sessionKey
+
+        if len(derivedKey) < ALGORITHMS_DATA[self["CryptAlgo"]][0]:
+            # Extend the key
+            derivedKey += b"\x00" * ALGORITHMS_DATA[self["HashAlgo"]][4]
+            ipad = bytearray([i ^ 0x36 for i in bytearray(derivedKey)][: ALGORITHMS_DATA[self["HashAlgo"]][4]])
+            opad = bytearray([i ^ 0x5C for i in bytearray(derivedKey)][: ALGORITHMS_DATA[self["HashAlgo"]][4]])
+            derivedKey = (
+                ALGORITHMS_DATA[self["HashAlgo"]][1].new(ipad).digest()
+                + ALGORITHMS_DATA[self["HashAlgo"]][1].new(opad).digest()
+            )
+            derivedKey = fixparity(derivedKey)
+
+        return derivedKey
+
+    def decrypt(self, key, entropy=None):
+        if len(key) == 64:
+            # full key passed, so calculate the SHA1 of it
+            keyHash = SHA1.new(key).digest()
+        elif len(key) == 20:
+            # SHA1 passed, so just use that
+            keyHash = key
+        else:
+            return None
+
+        sessionKey = HMAC.new(keyHash, self["Salt"], ALGORITHMS_DATA[self["HashAlgo"]][1])
+        if entropy is not None:
+            sessionKey.update(entropy)
+
+        sessionKey = sessionKey.digest()
+
+        # Derive the key
+        derivedKey = self.deriveKey(sessionKey)
+
+        cipher = ALGORITHMS_DATA[self["CryptAlgo"]][1].new(
+            derivedKey[: ALGORITHMS_DATA[self["CryptAlgo"]][0]],
+            mode=ALGORITHMS_DATA[self["CryptAlgo"]][2],
+            iv=b"\x00" * ALGORITHMS_DATA[self["CryptAlgo"]][3],
+        )
+        cleartext = unpad(cipher.decrypt(self["Data"]), ALGORITHMS_DATA[self["CryptAlgo"]][1].block_size)
+
+        # Now check the signature
+
+        # ToDo Fix this, it's just ugly, more testing so we can remove one
+        toSign = self.rawData[20:][: len(self.rawData) - 20 - len(self["Sign"]) - 4]
+
+        # Calculate the different HMACKeys
+        keyHash2 = keyHash + b"\x00" * ALGORITHMS_DATA[self["HashAlgo"]][1].block_size
+        ipad = bytearray([i ^ 0x36 for i in bytearray(keyHash2)][: ALGORITHMS_DATA[self["HashAlgo"]][1].block_size])
+        opad = bytearray([i ^ 0x5C for i in bytearray(keyHash2)][: ALGORITHMS_DATA[self["HashAlgo"]][1].block_size])
+        a = ALGORITHMS_DATA[self["HashAlgo"]][1].new(ipad)
+        a.update(self["HMac"])
+
+        hmacCalculated1 = ALGORITHMS_DATA[self["HashAlgo"]][1].new(opad)
+        hmacCalculated1.update(a.digest())
+
+        if entropy is not None:
+            hmacCalculated1.update(entropy)
+
+        hmacCalculated1.update(toSign)
+
+        hmacCalculated3 = HMAC.new(keyHash, self["HMac"], ALGORITHMS_DATA[self["HashAlgo"]][1])
+        if entropy is not None:
+            hmacCalculated3.update(entropy)
+
+        hmacCalculated3.update(toSign)
+
+        if hmacCalculated1.digest() == self["Sign"] or hmacCalculated3.digest() == self["Sign"]:
+            return cleartext
+        else:
+            return None
diff --git a/libs/dpapi/dpapi/eventing.py b/libs/dpapi/dpapi/eventing.py
new file mode 100644
index 0000000..1ec91f8
--- /dev/null
+++ b/libs/dpapi/dpapi/eventing.py
@@ -0,0 +1,64 @@
+"""Main DPAPI manager class."""
+
+from abc import abstractmethod
+from dataclasses import dataclass, field
+from datetime import UTC, datetime
+from uuid import UUID
+
+
+@dataclass
+class NewEncryptedMasterKeyEvent:
+    """Event emitted when a new encrypted master key is added"""
+
+    masterkey_guid: UUID
+    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+
+
+@dataclass
+class NewPlaintextMasterKeyEvent:
+    """Event emitted when a new plaintext master key is added"""
+
+    masterkey_guid: UUID
+    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+
+
+@dataclass
+class NewDomainBackupKeyEvent:
+    """Event emitted when a new domain backup key is added"""
+
+    backup_key_guid: UUID
+    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+
+
+type DpapiEvent = NewEncryptedMasterKeyEvent | NewPlaintextMasterKeyEvent | NewDomainBackupKeyEvent
+
+
+class DpapiObserver:
+    """Base class for DPAPI event observers."""
+
+    @abstractmethod
+    def update(self, event: DpapiEvent) -> None:
+        """Called when an observed event occurs."""
+        pass
+
+
+class Publisher:
+    """Abstract base class for subjects in the observer pattern."""
+
+    def __init__(self):
+        self._observers: list[DpapiObserver] = []
+
+    def subscribe(self, observer: DpapiObserver) -> None:
+        """Attach an observer to this subject."""
+        if observer not in self._observers:
+            self._observers.append(observer)
+
+    def unsubscribe(self, observer: DpapiObserver) -> None:
+        """Detach an observer from this subject."""
+        if observer in self._observers:
+            self._observers.remove(observer)
+
+    def publish(self, event: DpapiEvent) -> None:
+        """Notify all observers of an event."""
+        for observer in self._observers:
+            observer.update(event)
diff --git a/libs/dpapi/dpapi/exceptions.py b/libs/dpapi/dpapi/exceptions.py
new file mode 100644
index 0000000..e0f6911
--- /dev/null
+++ b/libs/dpapi/dpapi/exceptions.py
@@ -0,0 +1,39 @@
+"""Custom exceptions for DPAPI operations."""
+
+from uuid import UUID
+
+
+class DpapiError(Exception):
+    """Base exception for DPAPI operations."""
+
+    pass
+
+
+class MasterKeyNotFoundError(DpapiError):
+    """Raised when required masterkey is not present."""
+
+    def __init__(self, masterkey_guid: UUID) -> None:
+        super().__init__(f"Masterkey {masterkey_guid} not found")
+        self.masterkey_guid = masterkey_guid
+
+
+class MasterKeyNotDecryptedError(DpapiError):
+    """Raised when masterkey exists but plaintext not available."""
+
+    def __init__(self, masterkey_guid: UUID) -> None:
+        super().__init__(f"Masterkey {masterkey_guid} found but not decrypted")
+        self.masterkey_guid = masterkey_guid
+
+
+class DpapiBlobDecryptionError(DpapiError):
+    """Raised when DPAPI blob decryption fails."""
+
+    def __init__(self, reason: str) -> None:
+        super().__init__(f"Failed to decrypt DPAPI blob: {reason}")
+        self.reason = reason
+
+
+class StorageError(DpapiError):
+    """Raised when storage backend operations fail."""
+
+    pass
diff --git a/libs/dpapi/dpapi/manager.py b/libs/dpapi/dpapi/manager.py
new file mode 100644
index 0000000..dd4d3f9
--- /dev/null
+++ b/libs/dpapi/dpapi/manager.py
@@ -0,0 +1,168 @@
+"""Main DPAPI manager class."""
+
+from typing import TYPE_CHECKING
+from uuid import UUID
+
+import asyncpg
+
+from .auto_decrypt import AutoDecryptionObserver
+from .core import Blob, DomainBackupKey, MasterKey
+from .crypto import DpapiCrypto
+from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, Publisher
+from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .storage_in_memory import InMemoryDomainBackupKeyRepository, InMemoryMasterKeyRepository
+from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterKeyRepository, create_tables
+
+if TYPE_CHECKING:
+    from .repositories import DomainBackupKeyRepository, MasterKeyRepository
+
+
+class DpapiManager(Publisher):
+    """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
+
+    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
+        """Initialize DPAPI manager with specified storage backend.
+
+        Args:
+            storage_backend: Either "memory" for in-memory storage or a PostgreSQL
+                           connection string for database storage.
+            auto_decrypt: Enable automatic masterkey decryption as new domain backup keys are added.
+        """
+        super().__init__()
+        self._storage_backend = storage_backend
+        self._crypto = DpapiCrypto()
+        self._initialized = False
+        self._auto_decrypt = auto_decrypt
+
+        # Storage-related fields
+        self._masterkey_repo: MasterKeyRepository
+        self._backup_key_repo: DomainBackupKeyRepository
+        self._pg_pool: asyncpg.Pool | None = None
+
+        # Set up auto-decryption if enabled
+        if self._auto_decrypt:
+            self._auto_decrypt_observer = AutoDecryptionObserver(self)
+            self.subscribe(self._auto_decrypt_observer)
+
+    async def _initialize_storage(self) -> None:
+        """Initialize storage repositories based on backend type."""
+        if self._storage_backend == "memory":
+            self._masterkey_repo = InMemoryMasterKeyRepository()
+            self._backup_key_repo = InMemoryDomainBackupKeyRepository()
+        elif self._storage_backend.startswith("postgres://"):
+            # Initialize PostgreSQL connection pool
+            pool = await asyncpg.create_pool(self._storage_backend)
+            if pool is None:
+                raise ValueError("Failed to create PostgreSQL connection pool")
+            self._pg_pool = pool
+            await create_tables(self._pg_pool)
+
+            self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
+            self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
+        else:
+            raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
+
+        self._initialized = True
+
+    async def __aenter__(self):
+        """Async context manager entry."""
+        await self._initialize_storage()
+        return self
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        """Async context manager exit."""
+        if self._pg_pool:
+            await self._pg_pool.close()
+
+    async def add_encrypted_masterkey(
+        self,
+        guid: UUID,
+        encrypted_key_usercred: bytes,
+        encrypted_key_backup: bytes,
+    ) -> None:
+        """Add an encrypted masterkey and attempt decryption if possible.
+
+        Args:
+            guid: Unique identifier for the masterkey (the masterkey GUID)
+            encrypted_key_usercred: Masterkey data encrypted with the user's cred
+            encrypted_key_backup: Masterkey data encrypted with the domain backup key
+        """
+
+        masterkey = MasterKey(
+            guid=guid,
+            encrypted_key_usercred=encrypted_key_usercred,
+            encrypted_key_backup=encrypted_key_backup,
+        )
+        await self._masterkey_repo.add_masterkey(masterkey)
+
+        self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=guid))
+
+    async def add_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+        """Add a domain backup key and decrypt all compatible masterkeys.
+
+        Args:
+            backup_key: Domain backup key to add
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        await self._backup_key_repo.add_backup_key(backup_key)
+
+        self.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
+
+    async def decrypt_blob(self, blob: Blob) -> bytes:
+        """Decrypt a DPAPI blob using available masterkeys.
+
+        Args:
+            blob: DPAPI blob to decrypt
+
+        Returns:
+            Decrypted blob data
+
+        Raises:
+            MasterKeyNotFoundError: If required masterkey is not available
+            MasterKeyNotDecryptedError: If masterkey exists but is not decrypted
+            DPAPIBlobDecryptionError: If blob decryption fails
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        # Find the required masterkey
+        masterkey = await self._masterkey_repo.get_masterkey(blob.masterkey_guid)
+        if not masterkey:
+            raise MasterKeyNotFoundError(blob.masterkey_guid)
+
+        if not masterkey.is_decrypted:
+            raise MasterKeyNotDecryptedError(blob.masterkey_guid)
+
+        # Decrypt the blob
+        try:
+            if masterkey.plaintext_key is None:
+                raise MasterKeyNotDecryptedError(blob.masterkey_guid)
+            return self._crypto.decrypt_blob(blob.encrypted_data, masterkey.plaintext_key)
+        except Exception as e:
+            raise DpapiBlobDecryptionError(str(e)) from e
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID."""
+        if not self._initialized:
+            await self._initialize_storage()
+        return await self._masterkey_repo.get_masterkey(guid)
+
+    async def get_all_masterkeys(self) -> list[MasterKey]:
+        """Retrieve all masterkeys."""
+        if not self._initialized:
+            await self._initialize_storage()
+        return await self._masterkey_repo.get_all_masterkeys()
+
+    async def get_decrypted_masterkeys(self) -> list[MasterKey]:
+        """Retrieve all decrypted masterkeys."""
+        if not self._initialized:
+            await self._initialize_storage()
+        all_keys = await self.get_all_masterkeys()
+        return [key for key in all_keys if key.is_decrypted]
+
+    async def close(self) -> None:
+        """Close the manager and cleanup resources."""
+        if self._pg_pool:
+            await self._pg_pool.close()
diff --git a/libs/dpapi/dpapi/repositories.py b/libs/dpapi/dpapi/repositories.py
new file mode 100644
index 0000000..6035873
--- /dev/null
+++ b/libs/dpapi/dpapi/repositories.py
@@ -0,0 +1,66 @@
+"""Repository interfaces and implementations for DPAPI storage."""
+
+from enum import Enum
+from typing import Protocol
+from uuid import UUID
+
+from .core import DomainBackupKey, MasterKey
+
+
+class MasterKeyFilter(Enum):
+    """Filter options for masterkey queries."""
+
+    ALL = "all"
+    ENCRYPTED_ONLY = "encrypted_only"
+    DECRYPTED_ONLY = "decrypted_only"
+
+
+class MasterKeyRepository(Protocol):
+    """Protocol for masterkey storage operations."""
+
+    async def add_masterkey(self, masterkey: MasterKey) -> None:
+        """Add a masterkey to storage."""
+        ...
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID."""
+        ...
+
+    async def get_all_masterkeys(
+        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering.
+
+        Args:
+            filter_by: Filter by decryption status (default: ALL)
+            backup_key_guid: Filter by backup key GUID (default: None for all)
+        """
+        ...
+
+    async def update_masterkey(self, masterkey: MasterKey) -> None:
+        """Update an existing masterkey."""
+        ...
+
+    async def delete_masterkey(self, guid: UUID) -> None:
+        """Delete a masterkey by GUID."""
+        ...
+
+
+class DomainBackupKeyRepository(Protocol):
+    """Protocol for domain backup key storage operations."""
+
+    async def add_backup_key(self, key: DomainBackupKey) -> None:
+        """Add a domain backup key to storage."""
+        ...
+
+    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
+        """Retrieve a backup key by GUID."""
+        ...
+
+    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
+        """Retrieve all backup keys."""
+        ...
+
+    async def delete_backup_key(self, guid: UUID) -> None:
+        """Delete a backup key by GUID."""
+        ...
diff --git a/libs/dpapi/dpapi/storage_in_memory.py b/libs/dpapi/dpapi/storage_in_memory.py
new file mode 100644
index 0000000..8dd8ccf
--- /dev/null
+++ b/libs/dpapi/dpapi/storage_in_memory.py
@@ -0,0 +1,81 @@
+"""Storage backend implementations."""
+
+from uuid import UUID
+
+from .core import DomainBackupKey, MasterKey
+from .exceptions import StorageError
+from .repositories import MasterKeyFilter
+
+
+class InMemoryMasterKeyRepository:
+    """In-memory storage for masterkeys."""
+
+    def __init__(self) -> None:
+        self._masterkeys: dict[UUID, MasterKey] = {}
+
+    async def add_masterkey(self, masterkey: MasterKey) -> None:
+        """Add a masterkey to storage."""
+        if masterkey.guid in self._masterkeys:
+            raise StorageError(f"Masterkey {masterkey.guid} already exists")
+        self._masterkeys[masterkey.guid] = masterkey
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID."""
+        return self._masterkeys.get(guid)
+
+    async def get_all_masterkeys(
+        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering."""
+        masterkeys = list(self._masterkeys.values())
+
+        # Filter by decryption status
+        if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
+            masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
+        elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
+            masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
+
+        # Filter by backup key GUID
+        if backup_key_guid is not None:
+            masterkeys = [mk for mk in masterkeys if mk.backup_key_guid == backup_key_guid]
+
+        return masterkeys
+
+    async def update_masterkey(self, masterkey: MasterKey) -> None:
+        """Update an existing masterkey."""
+        if masterkey.guid not in self._masterkeys:
+            raise StorageError(f"Masterkey {masterkey.guid} not found")
+        self._masterkeys[masterkey.guid] = masterkey
+
+    async def delete_masterkey(self, guid: UUID) -> None:
+        """Delete a masterkey by GUID."""
+        if guid not in self._masterkeys:
+            raise StorageError(f"Masterkey {guid} not found")
+        del self._masterkeys[guid]
+
+
+class InMemoryDomainBackupKeyRepository:
+    """In-memory storage for domain backup keys."""
+
+    def __init__(self) -> None:
+        self._backup_keys: dict[UUID, DomainBackupKey] = {}
+
+    async def add_backup_key(self, key: DomainBackupKey) -> None:
+        """Add a domain backup key to storage."""
+        if key.guid in self._backup_keys:
+            raise StorageError(f"Domain backup key {key.guid} already exists")
+        self._backup_keys[key.guid] = key
+
+    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
+        """Retrieve a backup key by GUID."""
+        return self._backup_keys.get(guid)
+
+    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
+        """Retrieve all backup keys."""
+        return list(self._backup_keys.values())
+
+    async def delete_backup_key(self, guid: UUID) -> None:
+        """Delete a backup key by GUID."""
+        if guid not in self._backup_keys:
+            raise StorageError(f"Domain backup key {guid} not found")
+        del self._backup_keys[guid]
diff --git a/libs/dpapi/dpapi/storage_postgres.py b/libs/dpapi/dpapi/storage_postgres.py
new file mode 100644
index 0000000..ff0fc12
--- /dev/null
+++ b/libs/dpapi/dpapi/storage_postgres.py
@@ -0,0 +1,204 @@
+"""PostgreSQL storage backend implementations."""
+
+from uuid import UUID
+
+import asyncpg
+
+from .core import DomainBackupKey, MasterKey
+from .exceptions import StorageError
+from .repositories import MasterKeyFilter
+
+
+class PostgresMasterKeyRepository:
+    """PostgreSQL storage for masterkeys."""
+
+    def __init__(self, connection_pool: asyncpg.Pool) -> None:
+        self.pool = connection_pool
+
+    async def add_masterkey(self, masterkey: MasterKey) -> None:
+        """Add a masterkey to storage."""
+        try:
+            async with self.pool.acquire() as conn:
+                await conn.execute(
+                    """
+                    INSERT INTO masterkeys (guid, encrypted_key_usercred, encrypted_key_backup,
+                                          plaintext_key, plaintext_key_sha1, backup_key_guid)
+                    VALUES ($1, $2, $3, $4, $5, $6)
+                    """,
+                    str(masterkey.guid),
+                    masterkey.encrypted_key_usercred,
+                    masterkey.encrypted_key_backup,
+                    masterkey.plaintext_key,
+                    masterkey.plaintext_key_sha1,
+                    str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+                )
+        except asyncpg.UniqueViolationError as e:
+            raise StorageError(f"Masterkey {masterkey.guid} already exists") from e
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID."""
+        try:
+            async with self.pool.acquire() as conn:
+                row = await conn.fetchrow("SELECT * FROM masterkeys WHERE guid = $1", str(guid))
+                if not row:
+                    return None
+
+                return MasterKey(
+                    guid=UUID(row["guid"]),
+                    encrypted_key_usercred=row["encrypted_key_usercred"],
+                    encrypted_key_backup=row["encrypted_key_backup"],
+                    plaintext_key=row["plaintext_key"],
+                    plaintext_key_sha1=row["plaintext_key_sha1"],
+                    backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+                )
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def get_all_masterkeys(
+        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering."""
+        try:
+            async with self.pool.acquire() as conn:
+                # Build query based on filters
+                query = "SELECT * FROM masterkeys"
+                params = []
+                conditions = []
+
+                if backup_key_guid is not None:
+                    conditions.append("backup_key_guid = $1")
+                    params.append(str(backup_key_guid))
+
+                if conditions:
+                    query += " WHERE " + " AND ".join(conditions)
+
+                rows = await conn.fetch(query, *params)
+                masterkeys = [
+                    MasterKey(
+                        guid=UUID(row["guid"]),
+                        encrypted_key_usercred=row["encrypted_key_usercred"],
+                        encrypted_key_backup=row["encrypted_key_backup"],
+                        plaintext_key=row["plaintext_key"],
+                        plaintext_key_sha1=row["plaintext_key_sha1"],
+                        backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+                    )
+                    for row in rows
+                ]
+
+                # Apply decryption filter in Python (could be optimized to SQL)
+                if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
+                    masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
+                elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
+                    masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
+
+                return masterkeys
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def update_masterkey(self, masterkey: MasterKey) -> None:
+        """Update an existing masterkey."""
+        try:
+            async with self.pool.acquire() as conn:
+                result = await conn.execute(
+                    """
+                    UPDATE masterkeys
+                    SET encrypted_key_usercred = $2, encrypted_key_backup = $3,
+                        plaintext_key = $4, plaintext_key_sha1 = $5, backup_key_guid = $6
+                    WHERE guid = $1
+                    """,
+                    str(masterkey.guid),
+                    masterkey.encrypted_key_usercred,
+                    masterkey.encrypted_key_backup,
+                    masterkey.plaintext_key,
+                    masterkey.plaintext_key_sha1,
+                    str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+                )
+                if result == "UPDATE 0":
+                    raise StorageError(f"Masterkey {masterkey.guid} not found")
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def delete_masterkey(self, guid: UUID) -> None:
+        """Delete a masterkey by GUID."""
+        try:
+            async with self.pool.acquire() as conn:
+                result = await conn.execute("DELETE FROM masterkeys WHERE guid = $1", str(guid))
+                if result == "DELETE 0":
+                    raise StorageError(f"Masterkey {guid} not found")
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+
+class PostgresDomainBackupKeyRepository:
+    """PostgreSQL storage for domain backup keys."""
+
+    def __init__(self, connection_pool: asyncpg.Pool) -> None:
+        self.pool = connection_pool
+
+    async def add_backup_key(self, key: DomainBackupKey) -> None:
+        """Add a domain backup key to storage."""
+        try:
+            async with self.pool.acquire() as conn:
+                await conn.execute(
+                    "INSERT INTO domain_backup_keys (guid, key_data) VALUES ($1, $2)", str(key.guid), key.key_data
+                )
+        except asyncpg.UniqueViolationError as e:
+            raise StorageError(f"Domain backup key {key.guid} already exists") from e
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
+        """Retrieve a backup key by GUID."""
+        try:
+            async with self.pool.acquire() as conn:
+                row = await conn.fetchrow("SELECT * FROM domain_backup_keys WHERE guid = $1", str(guid))
+                if not row:
+                    return None
+
+                return DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
+        """Retrieve all backup keys."""
+        try:
+            async with self.pool.acquire() as conn:
+                rows = await conn.fetch("SELECT * FROM domain_backup_keys")
+                return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+    async def delete_backup_key(self, guid: UUID) -> None:
+        """Delete a backup key by GUID."""
+        try:
+            async with self.pool.acquire() as conn:
+                result = await conn.execute("DELETE FROM domain_backup_keys WHERE guid = $1", str(guid))
+                if result == "DELETE 0":
+                    raise StorageError(f"Domain backup key {guid} not found")
+        except asyncpg.PostgresError as e:
+            raise StorageError(f"Database error: {e}") from e
+
+
+async def create_tables(connection_pool: asyncpg.Pool) -> None:
+    """Create database tables for DPAPI storage."""
+    async with connection_pool.acquire() as conn:
+        await conn.execute("""
+            CREATE TABLE IF NOT EXISTS masterkeys (
+                guid TEXT PRIMARY KEY,
+                encrypted_key_usercred BYTEA,
+                encrypted_key_backup BYTEA,
+                plaintext_key BYTEA,
+                plaintext_key_sha1 BYTEA,
+                backup_key_guid TEXT
+            )
+        """)
+
+        await conn.execute("""
+            CREATE TABLE IF NOT EXISTS domain_backup_keys (
+                guid TEXT PRIMARY KEY,
+                key_data BYTEA NOT NULL,
+                domain_controller TEXT
+            )
+        """)
diff --git a/libs/dpapi/examples/auto_decrypt_demo.py b/libs/dpapi/examples/auto_decrypt_demo.py
new file mode 100644
index 0000000..001cbc3
--- /dev/null
+++ b/libs/dpapi/examples/auto_decrypt_demo.py
@@ -0,0 +1,171 @@
+"""Demo showing built-in auto-decryption functionality using test data."""
+
+import asyncio
+import base64
+import json
+from pathlib import Path
+from uuid import UUID
+
+from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+
+
+async def main():
+    """Demonstrate built-in auto-decryption feature with test data."""
+    print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
+
+    # Load test data fixtures
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+
+    # Load backup key from fixtures
+    with open(fixtures_path / "backupkey.json") as f:
+        backup_key_data = json.load(f)
+
+    # Load masterkey files
+    mk_domain_file = fixtures_path / "masterkey_domain.bin"
+    mk_local_file = fixtures_path / "masterkey_local.bin"
+
+    mk_domain = MasterKeyFile.parse(mk_domain_file)
+    mk_local = MasterKeyFile.parse(mk_local_file)
+
+    # Scenario 1: Add masterkeys first, then backup key
+    print("\n📋 Scenario 1: masterkeys added first, then backup key")
+    async with DpapiManager(storage_backend="memory") as dpapi:
+        # Add encrypted masterkeys first
+        print("\n1. Adding encrypted masterkeys...")
+
+        # Domain masterkey (ed93694f-5a6d-46e2-b821-219f2c0ecd4d)
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Local masterkey (387a062d-f8b6-4661-b2c5-eecbb9f80afb)
+        if mk_local.master_key and mk_local.backup_key:
+            await dpapi.add_encrypted_masterkey(
+                guid=mk_local.masterkey_guid,
+                encrypted_key_usercred=mk_local.master_key,
+                encrypted_key_backup=mk_local.backup_key,
+            )
+
+        # Check initial state
+        all_keys = await dpapi.get_all_masterkeys()
+        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
+
+        # Add the domain backup key - this should trigger automatic decryption
+        print("\n2. Adding domain backup key (should decrypt domain masterkey)...")
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi.add_domain_backup_key(backup_key)
+
+        # Give the background auto-decryption task a moment to complete
+        await asyncio.sleep(0.1)
+
+        # Check final state - should show more decrypted keys if auto-decryption worked
+        all_keys_final = await dpapi.get_all_masterkeys()
+        decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
+        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
+
+        if len(decrypted_keys_final) > len(decrypted_keys):
+            print("✓ Auto-decryption successfully decrypted existing masterkeys!")
+            for mk in decrypted_keys_final:
+                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
+        else:
+            print("✗ No masterkeys were auto-decrypted")
+
+    # Scenario 2: Add backup key first, then masterkeys
+    print("\n📋 Scenario 2: backup key added first, then masterkeys")
+    async with DpapiManager(storage_backend="memory") as dpapi2:
+        # Add domain backup key first
+        print("\n3. Adding domain backup key first...")
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi2.add_domain_backup_key(backup_key)
+
+        # Check initial state (should have backup key but no masterkeys)
+        backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
+        all_keys_before = await dpapi2.get_all_masterkeys()
+        print(f"Initial state: {len(backup_keys)} backup keys, {len(all_keys_before)} masterkeys")
+
+        # Add masterkeys - these should be auto-decrypted using existing backup key
+        print("\n4. Adding masterkeys (should be auto-decrypted with existing backup key)...")
+
+        # Domain masterkey
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi2.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Local masterkey (won't be decrypted by domain backup key)
+        if mk_local.master_key and mk_local.backup_key:
+            await dpapi2.add_encrypted_masterkey(
+                guid=mk_local.masterkey_guid,
+                encrypted_key_usercred=mk_local.master_key,
+                encrypted_key_backup=mk_local.backup_key,
+            )
+
+        # Give the background auto-decryption task a moment to complete
+        await asyncio.sleep(0.1)
+
+        # Check final state
+        all_keys_after = await dpapi2.get_all_masterkeys()
+        decrypted_keys_after = await dpapi2.get_decrypted_masterkeys()
+        print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
+
+        if len(decrypted_keys_after) > 0:
+            print("✓ Auto-decryption successfully decrypted new masterkeys!")
+            for mk in decrypted_keys_after:
+                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
+        else:
+            print("✗ No masterkeys were auto-decrypted")
+
+    print("\n=== Comparison: Auto-decryption Disabled ===")
+
+    # Now demonstrate with auto-decryption disabled using data
+    async with DpapiManager(storage_backend="memory", auto_decrypt=False) as dpapi_no_auto:
+        print("\n5. Adding masterkeys with auto-decryption disabled...")
+
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi_no_auto.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Check state before backup key
+        all_keys_before = await dpapi_no_auto.get_all_masterkeys()
+        decrypted_keys_before = await dpapi_no_auto.get_decrypted_masterkeys()
+        print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
+
+        # Add backup key - should NOT trigger auto-decryption
+        backup_key_disabled = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi_no_auto.add_domain_backup_key(backup_key_disabled)
+        await asyncio.sleep(0.1)
+
+        # Check state after backup key
+        all_keys_after = await dpapi_no_auto.get_all_masterkeys()
+        decrypted_keys_after = await dpapi_no_auto.get_decrypted_masterkeys()
+        print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
+
+        if len(decrypted_keys_after) == len(decrypted_keys_before):
+            print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
+
+    print("DONE!")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/libs/dpapi/examples/decrypt.py b/libs/dpapi/examples/decrypt.py
new file mode 100644
index 0000000..e983bf7
--- /dev/null
+++ b/libs/dpapi/examples/decrypt.py
@@ -0,0 +1,84 @@
+"""Test auto-decryption with DPAPI data."""
+
+import asyncio
+import base64
+import json
+from pathlib import Path
+from uuid import UUID
+
+from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+
+
+async def main():
+    """Test auto-decryption with fixtures."""
+    print("=== Testing Auto-Decryption ===")
+
+    # Load fixtures
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+    backup_key_path = fixtures_path / "backupkey.json"
+    masterkey_path = fixtures_path / "masterkey_domain.bin"
+
+    # Load backup key from JSON
+    with open(backup_key_path) as f:
+        backup_key_data = json.load(f)
+
+    # Parse the masterkey file
+    masterkey_file = MasterKeyFile.parse(masterkey_path)
+
+    async with DpapiManager(storage_backend="memory") as dpapi:
+        print("1. Adding encrypted masterkey...")
+
+        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
+            print("✗ Failed to load masterkey file")
+            return
+
+        # Add the masterkey with domain backup encryption
+        await dpapi.add_encrypted_masterkey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,  # Won't decrypt without user creds
+            encrypted_key_backup=masterkey_file.domain_backup_key,  # Should decrypt with backup key
+        )
+
+        # Check initial state
+        all_keys = await dpapi.get_all_masterkeys()
+        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
+
+        print("2. Adding domain backup key...")
+
+        # Create DomainBackupKey from fixture
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        # Add the backup key - should trigger auto-decryption
+        await dpapi.add_domain_backup_key(backup_key)
+
+        # Give auto-decryption a moment to work
+        await asyncio.sleep(0.1)
+
+        # Check final state
+        all_keys_final = await dpapi.get_all_masterkeys()
+        decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
+        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
+
+        if len(decrypted_keys_final) > 0:
+            print("✓ Auto-decryption successfully decrypted masterkey!")
+
+            # Verify the decrypted key
+            decrypted_mk = decrypted_keys_final[0]
+            print(f"Decrypted masterkey GUID: {decrypted_mk.guid}")
+            print(f"Plaintext key length: {len(decrypted_mk.plaintext_key) if decrypted_mk.plaintext_key else 0}")
+            print(f"SHA1 key length: {len(decrypted_mk.plaintext_key_sha1) if decrypted_mk.plaintext_key_sha1 else 0}")
+            print(f"Backup key GUID: {decrypted_mk.backup_key_guid}")
+
+            if decrypted_mk.plaintext_key_sha1:
+                print(f"Plaintext: {decrypted_mk.plaintext_key_sha1.hex()}")
+        else:
+            print("✗ Auto-decryption failed to decrypt masterkey")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/libs/dpapi/examples/example.py b/libs/dpapi/examples/example.py
new file mode 100644
index 0000000..931db55
--- /dev/null
+++ b/libs/dpapi/examples/example.py
@@ -0,0 +1,119 @@
+"""Updated example showing DPAPI manager usage with eventing."""
+
+import asyncio
+import base64
+import json
+from pathlib import Path
+from uuid import UUID
+
+from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from dpapi.eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
+
+
+class MyDpapiEventMonitor(DpapiObserver):
+    """Class that observes DPAPI events."""
+
+    def update(self, event: DpapiEvent) -> None:
+        """Handler for different types of DPAPI events."""
+
+        if isinstance(event, NewEncryptedMasterKeyEvent):
+            print(f"New encrypted masterkey added: {event.masterkey_guid}")
+        elif isinstance(event, NewDomainBackupKeyEvent):
+            print(f"New domain backup key added: {event.backup_key_guid}")
+        else:
+            print(f"Event received: {type(event).__name__}")
+
+
+async def main() -> None:
+    """Demonstrate DPAPI library usage with eventing system."""
+
+    print("=== DPAPI Library Usage with Events ===")
+    async with DpapiManager(storage_backend="memory") as dpapi:
+        # Register custom observer
+        dpapi_monitor = MyDpapiEventMonitor()
+        dpapi.subscribe(dpapi_monitor)
+
+        # Add masterkeys
+        domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
+        await dpapi.add_encrypted_masterkey(
+            guid=domain_mk_guid,
+            encrypted_key_usercred=b"fake_encrypted_usercred_data",
+            encrypted_key_backup=b"fake_encrypted_backup_data",
+        )
+
+        cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
+        await dpapi.add_encrypted_masterkey(
+            guid=cred_mk_guid1,
+            encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_1",
+            encrypted_key_backup=b"fake_encrypted_backup_data_1",
+        )
+
+        cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
+        await dpapi.add_encrypted_masterkey(
+            guid=cred_mk_guid2,
+            encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
+            encrypted_key_backup=b"fake_encrypted_backup_data_2",
+        )
+
+        print("Added 3 masterkeys")
+
+        # Add domain backup key (fake one first)
+        backup_key = DomainBackupKey(
+            guid=UUID("aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"),
+            key_data=b"fake_backup_key_data_32_bytes_long",
+        )
+        await dpapi.add_domain_backup_key(backup_key)
+
+        # Check results after fake backup key
+        all_keys = await dpapi.get_all_masterkeys()
+        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
+
+        # Try with real DPAPI data if available
+        fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+        backup_key_path = fixtures_path / "test_backupkey.json"
+        masterkey_path = fixtures_path / "test_masterkey_domain.bin"
+
+        if backup_key_path.exists() and masterkey_path.exists():
+            print("\n=== Adding Real DPAPI Data ===")
+
+            # Load and add real masterkey
+            with open(backup_key_path) as f:
+                backup_key_data = json.load(f)
+
+            masterkey_file = MasterKeyFile.parse(masterkey_path)
+
+            if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
+                raise ValueError("Invalid masterkey file")
+
+            await dpapi.add_encrypted_masterkey(
+                guid=masterkey_file.masterkey_guid,
+                encrypted_key_usercred=masterkey_file.master_key,
+                encrypted_key_backup=masterkey_file.domain_backup_key,
+            )
+
+            # Add real backup key
+            real_backup_key = DomainBackupKey(
+                guid=UUID(backup_key_data["backup_key_guid"]),
+                key_data=base64.b64decode(backup_key_data["key"]),
+                domain_controller=backup_key_data["dc"],
+            )
+            await dpapi.add_domain_backup_key(real_backup_key)
+
+            # Give auto-decryption time to work
+            await asyncio.sleep(0.1)
+
+            # Check final results
+            all_keys_final = await dpapi.get_all_masterkeys()
+            decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
+            print(
+                f"After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
+            )
+
+            # Update domain_mk_guid to use the real one for blob decryption test
+            if decrypted_keys_final:
+                domain_mk_guid = masterkey_file.masterkey_guid
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/libs/dpapi/poetry.lock b/libs/dpapi/poetry.lock
index fa0c244..42b5b60 100644
--- a/libs/dpapi/poetry.lock
+++ b/libs/dpapi/poetry.lock
@@ -1,5 +1,72 @@
 # This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "asyncpg"
+version = "0.29.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+    {file = "asyncpg-0.29.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:72fd0ef9f00aeed37179c62282a3d14262dbbafb74ec0ba16e1b1864d8a12169"},
+    {file = "asyncpg-0.29.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:52e8f8f9ff6e21f9b39ca9f8e3e33a5fcdceaf5667a8c5c32bee158e313be385"},
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+    {file = "asyncpg-0.29.0-cp39-cp39-win32.whl", hash = "sha256:797ab8123ebaed304a1fad4d7576d5376c3a006a4100380fb9d517f0b59c1ab2"},
+    {file = "asyncpg-0.29.0-cp39-cp39-win_amd64.whl", hash = "sha256:cce08a178858b426ae1aa8409b5cc171def45d4293626e7aa6510696d46decd8"},
+    {file = "asyncpg-0.29.0.tar.gz", hash = "sha256:d1c49e1f44fffafd9a55e1a9b101590859d881d639ea2922516f5d9c512d354e"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=5.3.0,<5.4.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
+test = ["flake8 (>=6.1,<7.0)", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "blinker"
 version = "1.9.0"
@@ -286,6 +353,35 @@ idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dpapick3"
+version = "0.7.1"
+description = "A native implementation of DPAPI"
+optional = false
+python-versions = ">=3.2"
+groups = ["dev"]
+files = [
+    {file = "dpapick3-0.7.1-py3-none-any.whl", hash = "sha256:61999f6d4d08231799d3d62e3a48502476fcc0c4d29f12bb8ed064e3352f5da9"},
+    {file = "dpapick3-0.7.1.tar.gz", hash = "sha256:3449366800d5bb313dd6d8d9d259d1b94498881ac74ced163749617a431921cb"},
+]
+
+[package.dependencies]
+pyasn1 = "*"
+pycryptodome = "*"
+python-registry = "*"
+
+[[package]]
+name = "enum-compat"
+version = "0.0.3"
+description = "enum/enum34 compatibility package"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "enum-compat-0.0.3.tar.gz", hash = "sha256:3677daabed56a6f724451d585662253d8fb4e5569845aafa8bb0da36b1a8751e"},
+    {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
+]
+
 [[package]]
 name = "flask"
 version = "3.1.2"
@@ -512,7 +608,7 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
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@@ -546,6 +642,57 @@ files = [
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
 ]
 
+[[package]]
+name = "pycryptodome"
+version = "3.23.0"
+description = "Cryptographic library for Python"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["main", "dev"]
+files = [
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+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:3a1c81334778f9e3af2f8aeb7a960736e5cab1dfebfb26aabca09afd2906c039"},
+    {file = "pydantic_core-2.33.2-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:2807668ba86cb38c6817ad9bc66215ab8584d1d304030ce4f0887336f28a5e27"},
+    {file = "pydantic_core-2.33.2.tar.gz", hash = "sha256:7cb8bc3605c29176e1b105350d2e6474142d7c1bd1d9327c4a9bdb46bf827acc"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+
 [[package]]
 name = "pygments"
 version = "2.19.2"
@@ -669,6 +950,42 @@ pygments = ">=2.7.2"
 [package.extras]
 dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-asyncio"
+version = "0.25.3"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-0.25.3-py3-none-any.whl", hash = "sha256:9e89518e0f9bd08928f97a3482fdc4e244df17529460bc038291ccaf8f85c7c3"},
+    {file = "pytest_asyncio-0.25.3.tar.gz", hash = "sha256:fc1da2cf9f125ada7e710b4ddad05518d4cee187ae9412e9ac9271003497f07a"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
+[[package]]
+name = "python-registry"
+version = "1.3.1"
+description = "Read access to Windows Registry files."
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "python-registry-1.3.1.tar.gz", hash = "sha256:99185f67d5601be3e7843e55902d5769aea1740869b0882f34ff1bd4b43b1eb2"},
+    {file = "python_registry-1.3.1-py2-none-any.whl", hash = "sha256:59d3b00c04bca0c4e1a12be0404da6ccf76b87537ee3a3ad2d8fc1bccf6f63ca"},
+    {file = "python_registry-1.3.1-py3-none-any.whl", hash = "sha256:b5b8ae07c271dce12dacd24e16af8aa8d56167ebdb360112a4f152b6d04a4ca9"},
+]
+
+[package.dependencies]
+enum-compat = "*"
+unicodecsv = "*"
+
 [[package]]
 name = "ruff"
 version = "0.12.10"
@@ -731,6 +1048,44 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "typing-extensions"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
+    {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
+]
+
+[[package]]
+name = "typing-inspection"
+version = "0.4.1"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_inspection-0.4.1-py3-none-any.whl", hash = "sha256:389055682238f53b04f7badcb49b989835495a96700ced5dab2d8feae4b26f51"},
+    {file = "typing_inspection-0.4.1.tar.gz", hash = "sha256:6ae134cc0203c33377d43188d4064e9b357dba58cff3185f22924610e70a9d28"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
+[[package]]
+name = "unicodecsv"
+version = "0.14.1"
+description = "Python2's stdlib csv module is nice, but it doesn't support unicode. This module is a drop-in replacement which *does*."
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
+]
+
 [[package]]
 name = "werkzeug"
 version = "3.1.3"
@@ -752,4 +1107,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "7077538c8765f01a3311d66e3ee8c2917ccc439791bc8b375a1ec3bd5b0f579f"
+content-hash = "848c5c0b96864d3ddb4f2398844c4a8b3bc3b1cba9348e51500e0cc2f71f85eb"
diff --git a/libs/dpapi/pyproject.toml b/libs/dpapi/pyproject.toml
index 0548319..1e4613d 100644
--- a/libs/dpapi/pyproject.toml
+++ b/libs/dpapi/pyproject.toml
@@ -5,7 +5,11 @@ description = ""
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
-    "impacket (>=0.12.0,<0.13.0)"
+    "impacket (>=0.12.0,<0.13.0)",
+    "asyncpg (>=0.29.0,<0.30.0)",
+    "cryptography (>=42.0.0,<43.0.0)",
+    "pydantic (>=2.0.0,<3.0.0)",
+    "pycryptodome (>=3.23.0,<4.0.0)",
 ]
 
 
@@ -16,4 +20,5 @@ build-backend = "poetry.core.masonry.api"
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.12.10"
 pytest = "^8.4.1"
-
+pytest-asyncio = "^0.25.0"
+dpapick3 = "^0.7.1"
diff --git a/libs/dpapi/tests/README.md b/libs/dpapi/tests/README.md
new file mode 100644
index 0000000..80bbaa2
--- /dev/null
+++ b/libs/dpapi/tests/README.md
@@ -0,0 +1,15 @@
+# Tests
+
+
+# DPAPI Blobs
+Test blobs were created with PowerShell:
+```
+Add-Type -AssemblyName System.Security
+$data    = [Text.Encoding]::ASCII.GetBytes("test")
+$encrypted_no_entropy = [Security.Cryptography.ProtectedData]::Protect($data, $null, 'CurrentUser')
+
+$encrypted_with_entropy = [Security.Cryptography.ProtectedData]::Protect($data, [byte[]](1,2,3,4,5), 'CurrentUser')
+
+Write-Host ("no entropy:`n" + [Convert]::ToBase64String($encrypted_no_entropy))
+Write-Host ("`nwith entropy:`n" + [Convert]::ToBase64String($encrypted_no_entropy))
+```
\ No newline at end of file
diff --git a/libs/dpapi/tests/conftest.py b/libs/dpapi/tests/conftest.py
new file mode 100644
index 0000000..9fa7b6e
--- /dev/null
+++ b/libs/dpapi/tests/conftest.py
@@ -0,0 +1,41 @@
+from collections.abc import Callable
+from pathlib import Path
+
+import pytest
+
+
+def _get_file_path(name: str) -> Path:
+    return Path(__file__).parent / "fixtures" / name
+
+
+def _read_file_text(name: str) -> str:
+    return _get_file_path(name).read_text()
+
+
+def _read_file_bytes(name: str) -> bytes:
+    return _get_file_path(name).read_bytes()
+
+
+@pytest.fixture
+def read_file_text() -> Callable[[str], str]:
+    return _read_file_text
+
+
+@pytest.fixture
+def read_file_bytes() -> Callable[[str], bytes]:
+    return _read_file_bytes
+
+
+@pytest.fixture
+def get_file_path() -> Callable[[str], Path]:
+    return _get_file_path
+
+
+@pytest.fixture
+def blob_without_entropy() -> bytes:
+    return _read_file_bytes("blob_without_entropy.bin")
+
+
+@pytest.fixture
+def blob_with_entropy() -> bytes:
+    return _read_file_bytes("blob_with_entropy.bin")
diff --git a/libs/dpapi/tests/fixtures/backupkey.json b/libs/dpapi/tests/fixtures/backupkey.json
new file mode 100644
index 0000000..0ff87c5
--- /dev/null
+++ b/libs/dpapi/tests/fixtures/backupkey.json
@@ -0,0 +1,6 @@
+{
+    "dc": "DC01.CORP.LOCAL",
+    "backup_key_guid": "7efa51b1-2523-45bf-acba-2e15ecf4f1e7",
+    "name": "G$BCKUPKEY_7efa51b1-2523-45bf-acba-2e15ecf4f1e7",
+    "key": "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"
+}
\ No newline at end of file
diff --git a/libs/dpapi/tests/fixtures/blob_with_entropy.bin b/libs/dpapi/tests/fixtures/blob_with_entropy.bin
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diff --git a/libs/dpapi/tests/fixtures/masterkey_domain.bin b/libs/dpapi/tests/fixtures/masterkey_domain.bin
new file mode 100644
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diff --git a/libs/dpapi/tests/test_core.py b/libs/dpapi/tests/test_core.py
new file mode 100644
index 0000000..170a94e
--- /dev/null
+++ b/libs/dpapi/tests/test_core.py
@@ -0,0 +1,194 @@
+"""Tests for DPAPI core models."""
+
+import base64
+from pathlib import Path
+from uuid import UUID
+
+import pytest
+from dpapi.core import Blob, MasterKeyFile, MasterKeyPolicy
+
+
+class TestMasterKeyFile:
+    """Tests for MasterKeyFile class."""
+
+    def test_parse_valid_masterkey_file_domain(self):
+        """Test parsing a valid masterkey file from a domain user."""
+        test_file = Path("tests/fixtures/masterkey_domain.bin")
+
+        masterkey = MasterKeyFile.parse(test_file)
+
+        # Verify basic structure
+        assert isinstance(masterkey, MasterKeyFile)
+        assert isinstance(masterkey.version, int)
+        assert masterkey.version == 2
+        assert isinstance(masterkey.modified, bool)
+        assert isinstance(masterkey.masterkey_guid, UUID)
+        assert masterkey.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+        assert isinstance(masterkey.policy, MasterKeyPolicy)
+        assert masterkey.policy == (MasterKeyPolicy.NONE)
+
+        # File path should be set to the parsed file path
+        assert masterkey.file_path is None
+        assert masterkey.master_key and len(masterkey.master_key) == 176
+        assert masterkey.local_key and len(masterkey.local_key) == 144
+        assert not masterkey.backup_key
+        assert masterkey.domain_backup_key and len(masterkey.domain_backup_key) == 428
+
+    def test_parse_valid_masterkey_file_local(self):
+        """Test parsing a valid masterkey file from a local account."""
+        test_file = Path("tests/fixtures/masterkey_local.bin")
+
+        masterkey = MasterKeyFile.parse(test_file)
+
+        # Verify basic structure
+        assert isinstance(masterkey, MasterKeyFile)
+        assert isinstance(masterkey.version, int)
+        assert masterkey.version == 2
+        assert isinstance(masterkey.modified, bool)
+        assert isinstance(masterkey.masterkey_guid, UUID)
+        assert masterkey.masterkey_guid == UUID("387a062d-f8b6-4661-b2c5-eecbb9f80afb")
+        assert isinstance(masterkey.policy, MasterKeyPolicy)
+        assert masterkey.policy == (MasterKeyPolicy.LOCAL_BACKUP | MasterKeyPolicy.DPAPI_OWF)
+
+        # File path should be set to the parsed file path
+        assert masterkey.file_path is None
+        assert masterkey.master_key and len(masterkey.master_key) == 176
+        assert masterkey.local_key and len(masterkey.local_key) == 144
+        assert masterkey.backup_key and len(masterkey.backup_key) == 20
+        assert not masterkey.domain_backup_key
+
+    def test_parse_nonexistent_file(self):
+        """Test parsing a non-existent file raises FileNotFoundError."""
+        with pytest.raises(FileNotFoundError):
+            MasterKeyFile.parse("nonexistent_file.bin")
+
+    def test_parse_empty_file(self, tmp_path):
+        """Test parsing an empty file raises ValueError."""
+        empty_file = tmp_path / "empty.bin"
+        empty_file.write_bytes(b"")
+
+        with pytest.raises(ValueError, match="File too small"):
+            MasterKeyFile.parse(empty_file)
+
+    def test_parse_truncated_header(self, tmp_path):
+        """Test parsing a file with truncated header raises ValueError."""
+        truncated_file = tmp_path / "truncated.bin"
+        truncated_file.write_bytes(b"truncated_data_too_short")
+
+        with pytest.raises(ValueError, match="File too small"):
+            MasterKeyFile.parse(truncated_file)
+
+    def test_parse_invalid_size(self, tmp_path):
+        """Test parsing a file with invalid key data size raises ValueError."""
+        invalid_file = tmp_path / "invalid.bin"
+
+        # Create a minimal header that claims more data than available
+        import struct
+
+        header = struct.pack(
+            "<III80sIIIIIIIII",
+            1,  # version
+            0,  # modified
+            0,  # szFilePath
+            "{12345678-1234-5678-9abc-123456789abc}".encode("utf-16le").ljust(80, b"\x00"),  # guid
+            0,  # policy
+            1000,  # cbMK - claims 1000 bytes
+            0,  # pbMK
+            0,  # cbLK
+            0,  # pbLK
+            0,  # cbBK
+            0,  # pbBK
+            0,  # cbBBK
+            0,  # pbBBK
+        )
+        invalid_file.write_bytes(header)
+
+        with pytest.raises(ValueError, match="File size doesn't match expected key data size"):
+            MasterKeyFile.parse(invalid_file)
+
+    def test_policy_flags(self):
+        """Test MasterKeyPolicy flag combinations."""
+        # Test individual flags
+        assert MasterKeyPolicy.LOCAL_BACKUP == 0x1
+        assert MasterKeyPolicy.NO_BACKUP == 0x2
+        assert MasterKeyPolicy.DPAPI_OWF == 0x4
+
+        # Test flag combinations
+        combined = MasterKeyPolicy.LOCAL_BACKUP | MasterKeyPolicy.DPAPI_OWF
+        assert combined == 0x5
+        assert MasterKeyPolicy.LOCAL_BACKUP in combined
+        assert MasterKeyPolicy.DPAPI_OWF in combined
+        assert MasterKeyPolicy.NO_BACKUP not in combined
+
+    def test_optional_keys(self, tmp_path):
+        """Test parsing file with some keys missing."""
+        test_file = tmp_path / "optional_keys.bin"
+
+        import struct
+
+        # Create header with only master key data
+        guid_bytes = "{12345678-1234-5678-9abc-123456789abc}".encode("utf-16le")
+        guid_padded = guid_bytes + b"\x00" * (80 - len(guid_bytes))
+
+        header = struct.pack(
+            "<III80sIIIIIIIII",
+            1,  # version
+            0,  # modified
+            0,  # szFilePath
+            guid_padded,  # guid
+            MasterKeyPolicy.LOCAL_BACKUP.value,  # policy
+            10,  # cbMK - has master key
+            0,  # pbMK
+            0,  # cbLK - no local key
+            0,  # pbLK
+            0,  # cbBK - no backup key
+            0,  # pbBK
+            0,  # cbBBK - no backup DC key
+            0,  # pbBBK
+        )
+
+        # Add only master key data
+        master_key_data = b"1234567890"
+        test_file.write_bytes(header + master_key_data)
+
+        masterkey = MasterKeyFile.parse(test_file)
+
+        # Should have master key but not others
+        assert masterkey.master_key is not None
+        assert len(masterkey.master_key) == 10
+        assert masterkey.local_key is None
+        assert masterkey.backup_key is None
+        assert masterkey.domain_backup_key is None
+
+
+class TestBlob:
+    """Tests for Blob class."""
+
+    def test_parse_blob_with_entropy(self):
+        """Test parsing a DPAPI blob with entropy data."""
+        blob_with_entropy_b64 = "AQAAANCMnd8BFdERjHoAwE/Cl+sBAAAAT2mT7W1a4ka4ISGfLA7NTQAAAAACAAAAAAAQZgAAAAEAACAAAACaiwIebFUs33w09ku7t4/Du5UqIHgZYWB5wlb0ZVbAUQAAAAAOgAAAAAIAACAAAADlEO+UC16KILnjeGsNQeNKSA3rkgH143oMqetquuJKrhAAAAAgdVgTUj+tOxXBNhzgaet9QAAAAPgAbyIprGNvJeerbviVODBFa9R0rpBTZ/cV0Ca9geQ8xTIoizQnEFZo8vg5wfK111UtBt+FJOmZL18JIy+r1io="
+        blob_data = base64.b64decode(blob_with_entropy_b64)
+
+        blob = Blob.parse(blob_data)
+
+        # Verify basic structure
+        assert isinstance(blob, Blob)
+        assert isinstance(blob.version, int)
+        assert blob.version == 1
+        assert isinstance(blob.masterkey_guid, UUID)
+        assert blob.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+        assert isinstance(blob.prompt_flags, int)
+        assert isinstance(blob.description, str)
+        assert isinstance(blob.encryption_algorithm_id, int)
+        assert isinstance(blob.encryption_algorithm_key_size, int)
+        assert isinstance(blob.encryption_key, bytes)
+        assert isinstance(blob.encryption_salt, bytes)
+        assert isinstance(blob.mac_algorithm_id, int)
+        assert isinstance(blob.mac_algorithm_key_size, int)
+        assert isinstance(blob.mac_key, bytes)
+        assert isinstance(blob.encrypted_data, bytes)
+        assert isinstance(blob.mac, bytes)
+
+        # Verify blob has encrypted data
+        assert len(blob.encrypted_data) > 0
+        assert len(blob.mac) > 0
diff --git a/libs/dpapi/tests/test_crypto.py b/libs/dpapi/tests/test_crypto.py
new file mode 100644
index 0000000..2a3dc83
--- /dev/null
+++ b/libs/dpapi/tests/test_crypto.py
@@ -0,0 +1,542 @@
+"""Tests for DPAPI cryptographic operations."""
+
+import base64
+import json
+from uuid import UUID
+
+import pytest
+from dpapi.core import Blob, DomainBackupKey, MasterKeyFile
+from dpapi.crypto import (
+    CredKey,
+    CredKeyHashType,
+    DpapiCrypto,
+    InvalidBackupKeyError,
+    InvalidBlobDataError,
+    MasterKeyEncryptionKey,
+    NtlmHash,
+    Password,
+    Pbkdf2Hash,
+    Sha1Hash,
+)
+from dpapi.dpapi_blob import DPAPI_BLOB
+
+password = "Qwerty12345"
+ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+ntlm_bytes = bytes.fromhex(ntlm_hash)
+user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+user_sid_bytes = user_sid.encode("utf-16le")
+
+credkey_ntlm_hash = ntlm_hash
+credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
+credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
+
+
+class TestPassword:
+    """Test Password model."""
+
+    def test_valid_password(self):
+        """Test creating valid password."""
+        password = Password(value="secret123")
+        assert password.value == "secret123"
+
+    def test_empty_password_raises_error(self):
+        """Test empty password raises validation error."""
+        with pytest.raises(ValueError, match="Password value cannot be empty"):
+            Password(value="")
+
+    def test_none_password_raises_error(self):
+        """Test None password raises validation error."""
+        with pytest.raises(ValueError):
+            Password(value=None)  # type: ignore
+
+
+class TestNtlmHash:
+    """Test NtlmHash model."""
+
+    def test_valid_ntlm_hash(self):
+        """Test creating valid NTLM hash."""
+        hash_bytes = b"a" * 16  # 16 bytes
+        ntlm_hash = NtlmHash(value=hash_bytes)
+        assert ntlm_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
+            NtlmHash(value=b"a" * 15)
+
+        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
+            NtlmHash(value=b"a" * 17)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="NTLM hash value cannot be empty"):
+            NtlmHash(value=b"")
+
+    def test_from_hexstring_valid(self):
+        """Test creating NTLM hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899"
+        ntlm_hash = NtlmHash.from_hexstring(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert ntlm_hash.value == expected_bytes
+
+    def test_from_hexstring_invalid(self):
+        """Test creating NTLM hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            NtlmHash.from_hexstring("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            NtlmHash.from_hexstring("aabbcc")  # Wrong length
+
+
+class TestSha1Hash:
+    """Test Sha1Hash model."""
+
+    def test_valid_sha1_hash(self):
+        """Test creating valid SHA1 hash."""
+        hash_bytes = b"a" * 20  # 20 bytes
+        sha1_hash = Sha1Hash(value=hash_bytes)
+        assert sha1_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
+            Sha1Hash(value=b"a" * 19)
+
+        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
+            Sha1Hash(value=b"a" * 21)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="SHA1 hash value cannot be empty"):
+            Sha1Hash(value=b"")
+
+    def test_from_hex_valid(self):
+        """Test creating SHA1 hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899aabbccdd"
+        sha1_hash = Sha1Hash.from_hex(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert sha1_hash.value == expected_bytes
+
+    def test_from_hex_invalid(self):
+        """Test creating SHA1 hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Sha1Hash.from_hex("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Sha1Hash.from_hex("aabbcc")  # Wrong length
+
+
+class TestPbkdf2Hash:
+    """Test Pbkdf2Hash model."""
+
+    def test_valid_pbkdf2_hash(self):
+        """Test creating valid PBKDF2 hash."""
+        hash_bytes = b"a" * 16  # 16 bytes
+        pbkdf2_hash = Pbkdf2Hash(value=hash_bytes)
+        assert pbkdf2_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
+            Pbkdf2Hash(value=b"a" * 15)
+
+        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
+            Pbkdf2Hash(value=b"a" * 17)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="PBKDF2 hash value cannot be empty"):
+            Pbkdf2Hash(value=b"")
+
+    def test_from_hex_valid(self):
+        """Test creating PBKDF2 hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899"
+        pbkdf2_hash = Pbkdf2Hash.from_hex(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert pbkdf2_hash.value == expected_bytes
+
+    def test_from_hex_invalid(self):
+        """Test creating PBKDF2 hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Pbkdf2Hash.from_hex("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Pbkdf2Hash.from_hex("aabbcc")  # Wrong length
+
+
+class TestCredKeyHashType:
+    def test_enum_values(self):
+        assert CredKeyHashType.MD4.value == "md4"
+        assert CredKeyHashType.NTLM.value == "md4"
+        assert CredKeyHashType.SHA1.value == "sha1"
+        assert CredKeyHashType.PBKDF2.value == "pbkdf2"
+        assert CredKeyHashType.SECURE_CRED_KEY.value == "pbkdf2"
+
+    def test_ntlm_md4_alias(self):
+        assert CredKeyHashType.NTLM == CredKeyHashType.MD4
+
+
+class TestCredKey:
+    def test_init_with_ntlm_hash(self):
+        """Test initialization with NTLM hash."""
+        key_bytes = b"a" * 16
+        ntlm_hash = NtlmHash(value=key_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_init_with_pbkdf2_hash(self):
+        """Test initialization with PBKDF2 hash."""
+        key_bytes = b"a" * 16
+        pbkdf2_hash = Pbkdf2Hash(value=key_bytes)
+        cred_key = CredKey(key=pbkdf2_hash)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+    def test_init_with_sha1_hash(self):
+        """Test initialization with SHA1 hash."""
+        key_bytes = b"a" * 20
+        sha1_hash = Sha1Hash(value=key_bytes)
+        cred_key = CredKey(key=sha1_hash)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+    def test_init_with_direct_parameters(self):
+        """Test initialization with direct parameters."""
+        ntlm_hash = NtlmHash(value=b"a" * 16)
+        cred_key = CredKey(key=ntlm_hash)
+
+        assert cred_key.key == ntlm_hash
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_from_password_ntlm(self):
+        """Test creating CredKey from password with NTLM hash."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.NTLM)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_sha1(self):
+        """Test creating CredKey from password with SHA1 hash."""
+        password = "Qwerty12345"
+        cred_key = CredKey.from_password(password, CredKeyHashType.SHA1)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+        expected_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_pbkdf2(self):
+        """Test creating CredKey from password with PBKDF2 hash."""
+        password = "Qwerty12345"
+
+        with pytest.raises(ValueError, match="user_sid parameter is required"):
+            CredKey.from_password(password, CredKeyHashType.PBKDF2)
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_unsupported_type(self):
+        """Test creating CredKey from password with unsupported type."""
+        password = "TestPassword123"
+
+        with pytest.raises(ValueError, match="Unsupported hash type"):
+            # Using string instead of enum to test error handling
+            CredKey.from_password(password, "unsupported")  # type: ignore
+
+    def test_from_ntlm_ntlm(self):
+        """Test creating CredKey from NTLM hash (explicit NTLM type)."""
+        ntlm_bytes = b"a" * 16
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.NTLM)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == ntlm_bytes
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_from_ntlm_pbkdf2(self):
+        """Test creating CredKey from NTLM hash with PBKDF2 derivation."""
+        ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"  # Qwerty12345
+        ntlm_bytes = bytes.fromhex(ntlm_hash)
+
+        with pytest.raises(ValueError, match="user_sid parameter is required"):
+            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2)
+
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2, user_sid=user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_ntlm_invalid_derivation(self):
+        """Test creating CredKey from NTLM hash with invalid derivation."""
+        ntlm_bytes = b"a" * 16
+
+        with pytest.raises(ValueError, match="Cannot derive"):
+            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.SHA1)
+
+    def test_from_sha1(self):
+        """Test creating CredKey from SHA1 hash."""
+        sha1_bytes = b"a" * 20
+        cred_key = CredKey.from_sha1(sha1_bytes)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.key.value == sha1_bytes
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+
+class TestMasterKeyEncryptionKey:
+    """Test MasterKeyEncryptionKey model."""
+
+    def test_from_cred_key_ntlm(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with NTLM."""
+        global ntlm_bytes, user_sid
+
+        ntlm_hash = NtlmHash(value=ntlm_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+
+        expected_sha1 = "44857a618c3d58f37823f016c2ff10a0d7b93ee7"
+        assert mk_key.key.value.hex() == expected_sha1
+
+    def test_from_cred_key_sha1(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with SHA1."""
+        global user_sid
+
+        sha1_hash = Sha1Hash(value=bytes.fromhex(credkey_sha1_hash))
+        cred_key = CredKey(key=sha1_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+        assert mk_key.key.value.hex() == "0a66b6fa245e40118aab0c9d71774bf540045f9c"
+
+    def test_from_cred_key_pbkdf2(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with PBKDF2."""
+        global user_sid, credkey_pbkdf2_hash
+
+        pbkdf2_hash = Pbkdf2Hash(value=bytes.fromhex(credkey_pbkdf2_hash))
+        cred_key = CredKey(key=pbkdf2_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+        assert mk_key.key.value.hex() == "d3205d40d3df002fba1936ce075c0b2805fab06d"
+
+
+class TestDomainBackupKey:
+    """Test DomainBackupKey dataclass."""
+
+    def test_create_domain_backup_key(self):
+        """Test creating DomainBackupKey."""
+        from uuid import uuid4
+
+        guid = uuid4()
+        key_data = b"backup_key_data_here"
+        domain_controller = "DC01.example.com"
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller == domain_controller
+
+    def test_create_domain_backup_key_no_dc(self):
+        """Test creating DomainBackupKey without domain controller."""
+        from uuid import uuid4
+
+        guid = uuid4()
+        key_data = b"backup_key_data_here"
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller is None
+
+
+class TestDPAPICrypto:
+    """Test DPAPICrypto class."""
+
+    def test_decrypt_masterkey_with_backup_key_invalid_backup_key(self):
+        """Test backup key decryption with invalid backup key."""
+        encrypted_masterkey = b"mock_encrypted_masterkey_data"
+        invalid_backup_key = b"invalid_backup_key_data"
+
+        # Should raise InvalidBackupKeyError when backup key is invalid
+        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
+            DpapiCrypto.decrypt_masterkey_with_backup_key(encrypted_masterkey, invalid_backup_key)
+
+    def test_decrypt_masterkey_with_backup_key_empty_data(self):
+        """Test backup key decryption with empty data."""
+        # Test with empty backup key data
+        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
+            DpapiCrypto.decrypt_masterkey_with_backup_key(b"encrypted", b"")
+
+        # Test with too short backup key data
+        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
+            DpapiCrypto.decrypt_masterkey_with_backup_key(b"encrypted", b"short")
+
+    def test_decrypt_masterkey_with_mk_key_not_implemented(self):
+        """Test MK key decryption raises NotImplementedError."""
+        crypto = DpapiCrypto()
+        mk_key = MasterKeyEncryptionKey(key=Sha1Hash(value=b"a" * 20))
+
+        with pytest.raises(NotImplementedError, match="MasterKeyEncryptionKey decryption not implemented"):
+            crypto.decrypt_masterkey_with_mk_key(b"encrypted", mk_key)
+
+    def test_decrypt_blob_with_invalid_data(self):
+        """Test DPAPI blob decryption with invalid blob data."""
+        crypto = DpapiCrypto()
+
+        # Test with invalid blob data - should raise InvalidBlobDataError
+        with pytest.raises(InvalidBlobDataError, match="Invalid DPAPI blob data"):
+            crypto.decrypt_blob(b"invalid_blob_data", b"a" * 20)
+
+    def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
+        blob = Blob.parse(blob_with_entropy)
+        assert blob.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+
+        masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+
+        decrypted_data = DpapiCrypto.decrypt_blob(
+            blob.raw_bytes,
+            masterkey_bytes,
+        )
+
+        assert isinstance(decrypted_data, bytes)
+        assert len(decrypted_data) > 0
+        assert decrypted_data.decode("utf-8") == "test"
+
+    def test_decrypt_blob_without_entropy(self, blob_without_entropy: bytes):
+        blob = Blob.parse(blob_without_entropy)
+
+        assert blob.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+
+        masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+        decrypted_data = DpapiCrypto.decrypt_blob(
+            blob_without_entropy,
+            masterkey_bytes,
+        )
+
+        assert isinstance(decrypted_data, bytes)
+        assert len(decrypted_data) > 0
+        assert decrypted_data.decode("utf-8") == "test"
+
+
+class TestBlobParse:
+    """Test Blob.parse() method."""
+
+    def test_parse_blob(self, blob_without_entropy):
+        """Test parsing DPAPI blob data against reference implementations."""
+        from dpapick3 import blob as dpapick3_blob
+
+        blob = Blob.parse(blob_without_entropy)
+        blob_impacket = DPAPI_BLOB(blob_without_entropy)
+        blob_dpapick = dpapick3_blob.DPAPIBlob(blob_without_entropy)
+
+        # Basic metadata
+        assert blob.version == blob_impacket["Version"] == blob_dpapick.version
+        assert blob.prompt_flags == blob_impacket["Flags"] == blob_dpapick.flags
+
+        # GUIDs
+        assert blob.provider_guid.bytes_le == blob_impacket["GuidCredential"]
+        assert str(blob.provider_guid).lower() == blob_dpapick.provider.lower()
+        assert blob.masterkey_guid.bytes_le == blob_impacket["GuidMasterKey"]
+        assert str(blob.masterkey_guid).lower() == blob_dpapick.mkguid.lower()
+
+        # Description (handle null-terminated UTF-16LE strings)
+        impacket_desc = blob_impacket["Description"].decode("utf-16le").rstrip("\x00")
+        assert blob.description == impacket_desc
+
+        if blob_dpapick.description != b"\x00":
+            dpapick_desc = blob_dpapick.description.decode("utf-16le").rstrip("\x00")
+            assert blob.description == dpapick_desc
+
+        # Encryption algorithm
+        assert blob.encryption_algorithm_id == blob_impacket["CryptAlgo"] == blob_dpapick.cipherAlgo.algnum
+        assert blob.encryption_algorithm_key_size == blob_impacket["CryptAlgoLen"]
+
+        # MAC algorithm
+        assert blob.mac_algorithm_id == blob_impacket["HashAlgo"] == blob_dpapick.hashAlgo.algnum
+        assert blob.mac_algorithm_key_size == blob_impacket["HashAlgoLen"]
+
+        # Data
+        assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
+        assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
+
+
+class TestDomainMasterkeyDecryption:
+    """Test domain masterkey decryption with backup key."""
+
+    def test_decrypt_domain_masterkey_with_backup_key(self, read_file_text, get_file_path):
+        """Test decrypting domain masterkey using backup key from fixtures."""
+        backup_key_json = read_file_text("backupkey.json")
+        masterkey_path = get_file_path("masterkey_domain.bin")
+
+        backup_key_data = json.loads(backup_key_json)
+
+        # Create DomainBackupKey object
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        masterkey_file = MasterKeyFile.parse(masterkey_path)
+
+        assert masterkey_file.domain_backup_key is not None, "Domain masterkey should have domain_backup_key"
+        backup_dc_key = masterkey_file.domain_backup_key
+
+        # The domain backup key has a structure: GUID (16 bytes) is at offset 12,
+        # Encrypted data (256 bytes) starts at offset 28
+        encrypted_masterkey = backup_dc_key[28 : 28 + 256]
+
+        result = DpapiCrypto.decrypt_masterkey_with_backup_key(
+            encrypted_masterkey,
+            backup_key.key_data,
+        )
+
+        # Verify decryption succeeded
+        assert result is not None
+        assert isinstance(result, tuple)
+        assert len(result) == 2
+
+        sha1_key, full_key = result
+
+        # Verify the decrypted keys are valid
+        assert isinstance(sha1_key, bytes)
+        assert isinstance(full_key, bytes)
+        assert len(sha1_key) == 20  # SHA1 digest length
+        assert len(full_key) > 0
+
+        assert (
+            full_key.hex()
+            == "106600000e80000036bd60cb9e7e52433169db00e93ed0a82d3c30c65d948bd8596fb32c267671020b02026b0ae03479dd18374adbdd7658f45cce6ed2a45319"
+        )
+        assert sha1_key.hex() == "f8f89573b06357b59396f2818e9ce6bb96fbeaf5"

From 950af996bcf5562264778480d9ebacec12aa9c9a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 15:04:17 -0700
Subject: [PATCH 016/279] add blob decrypt example, fix backup key decryption

---
 libs/dpapi/dpapi/auto_decrypt.py         |  64 ++++++------
 libs/dpapi/dpapi/core.py                 |  87 +++++++++++++++--
 libs/dpapi/dpapi/crypto.py               |  45 ---------
 libs/dpapi/dpapi/manager.py              |  22 +++--
 libs/dpapi/examples/auto_decrypt_demo.py |  11 ++-
 libs/dpapi/examples/decrypt.py           |   7 +-
 libs/dpapi/examples/example.py           | 100 ++++++++++++-------
 libs/dpapi/tests/test_core.py            |  84 +++++++++++++++-
 libs/dpapi/tests/test_crypto.py          | 119 ++---------------------
 9 files changed, 285 insertions(+), 254 deletions(-)

diff --git a/libs/dpapi/dpapi/auto_decrypt.py b/libs/dpapi/dpapi/auto_decrypt.py
index c91fd7a..b062390 100644
--- a/libs/dpapi/dpapi/auto_decrypt.py
+++ b/libs/dpapi/dpapi/auto_decrypt.py
@@ -4,6 +4,7 @@ import asyncio
 from typing import TYPE_CHECKING
 from uuid import UUID
 
+from .core import MasterKeyFile, MasterKeyPolicy
 from .eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
 
 if TYPE_CHECKING:
@@ -64,26 +65,24 @@ class AutoDecryptionObserver(DpapiObserver):
                     if masterkey.encrypted_key_backup is None:
                         continue
 
-                    # For domain masterkeys, we need to extract the RSA-encrypted portion
-                    # The domain backup key data has a structure with the encrypted data at offset 28
-                    encrypted_data = masterkey.encrypted_key_backup
-                    if len(encrypted_data) > 256:
-                        # This looks like a full domain backup key structure, extract the RSA portion
-                        encrypted_data = encrypted_data[28 : 28 + 256]
-
-                    # Attempt decryption using the backup key data
-                    result = self.dpapi_manager._crypto.decrypt_masterkey_with_backup_key(
-                        encrypted_data,
-                        new_backup_key.key_data,
+                    # Create a MasterKeyFile object for the domain backup key decrypt method
+                    masterkey_file = MasterKeyFile(
+                        version=0,
+                        modified=False,
+                        file_path=None,
+                        masterkey_guid=masterkey.guid,
+                        policy=MasterKeyPolicy.NONE,
+                        domain_backup_key=masterkey.encrypted_key_backup,
                     )
 
+                    # Attempt decryption using the backup key
+                    result = new_backup_key.decrypt_masterkey_file(masterkey_file)
+
                     if result:
-                        # Extract sha1_key and full_key from the result tuple
-                        sha1_key, full_key = result
-                        # Update the masterkey with decrypted data
-                        masterkey.plaintext_key = full_key
-                        masterkey.plaintext_key_sha1 = sha1_key
-                        masterkey.backup_key_guid = new_backup_key.guid
+                        # Update the masterkey with decrypted data from the result MasterKey
+                        masterkey.plaintext_key = result.plaintext_key
+                        masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
+                        masterkey.backup_key_guid = result.backup_key_guid
                         await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
 
                 except Exception:
@@ -116,25 +115,24 @@ class AutoDecryptionObserver(DpapiObserver):
             # Try to decrypt the masterkey with each backup key
             for backup_key in backup_keys:
                 try:
-                    # For domain masterkeys, we need to extract the RSA-encrypted portion
-                    # The domain backup key data has a structure with the encrypted data at offset 28
-                    encrypted_data = masterkey.encrypted_key_backup
-                    if len(encrypted_data) > 256:
-                        # This looks like a full domain backup key structure, extract the RSA portion
-                        encrypted_data = encrypted_data[28 : 28 + 256]
-
-                    # Attempt decryption using the backup key data
-                    result = self.dpapi_manager._crypto.decrypt_masterkey_with_backup_key(
-                        encrypted_data, backup_key.key_data
+                    # Create a MasterKeyFile object for the domain backup key decrypt method
+                    masterkey_file = MasterKeyFile(
+                        version=0,
+                        modified=False,
+                        file_path=None,
+                        masterkey_guid=masterkey.guid,
+                        policy=MasterKeyPolicy.NONE,
+                        domain_backup_key=masterkey.encrypted_key_backup,
                     )
 
+                    # Attempt decryption using the backup key
+                    result = backup_key.decrypt_masterkey_file(masterkey_file)
+
                     if result:
-                        # Extract sha1_key and full_key from the result tuple
-                        sha1_key, full_key = result
-                        # Update the masterkey with decrypted data
-                        masterkey.plaintext_key = full_key
-                        masterkey.plaintext_key_sha1 = sha1_key
-                        masterkey.backup_key_guid = backup_key.guid
+                        # Update the masterkey with decrypted data from the result MasterKey
+                        masterkey.plaintext_key = result.plaintext_key
+                        masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
+                        masterkey.backup_key_guid = result.backup_key_guid
                         await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
                         return  # Successfully decrypted, stop trying other keys
 
diff --git a/libs/dpapi/dpapi/core.py b/libs/dpapi/dpapi/core.py
index 8f8766c..8f3a798 100644
--- a/libs/dpapi/dpapi/core.py
+++ b/libs/dpapi/dpapi/core.py
@@ -6,20 +6,17 @@ from enum import IntFlag
 from pathlib import Path
 from uuid import UUID
 
+from Cryptodome.Cipher import PKCS1_v1_5
+from Cryptodome.Hash import SHA1
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from impacket.dpapi import DomainKey as ImpacketDomainKey
+
+from .crypto import InvalidBackupKeyError, MasterKeyDecryptionError
 from .dpapi_blob import DPAPI_BLOB
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
 
-@dataclass
-class DomainBackupKey:
-    """Represents a domain backup key for decrypting masterkeys."""
-
-    guid: UUID
-    key_data: bytes
-    domain_controller: str | None = None
-
-
 class MasterKeyPolicy(IntFlag):
     """Policy bits for DPAPI masterkey."""
 
@@ -189,6 +186,9 @@ class MasterKeyFile:
     # Domain backup key ("DC recovery key" in MS parlance) protected masterkey data (pbBBK - backup backup key?).
     domain_backup_key: bytes | None = None
 
+    # Raw bytes of the entire master key file
+    raw_bytes: bytes | None = None
+
     @classmethod
     def parse(cls, file_path: str | Path) -> "MasterKeyFile":
         """Parse a masterkey file from disk.
@@ -283,4 +283,73 @@ class MasterKeyFile:
             local_key=local_key,
             backup_key=backup_key,
             domain_backup_key=backup_dc_key,
+            raw_bytes=data,
         )
+
+
+@dataclass
+class DomainBackupKey:
+    """Represents a domain backup key for decrypting masterkeys."""
+
+    guid: UUID
+    key_data: bytes
+    domain_controller: str | None = None
+
+    def decrypt_masterkey_file(self, masterkey_file: MasterKeyFile) -> MasterKey:
+        """Decrypt a masterkey file using this domain backup key.
+
+        Args:
+            masterkey_file: The masterkey file to decrypt
+
+        Returns:
+            MasterKey instance with decrypted key data
+
+        Raises:
+            MasterKeyDecryptionError: If masterkey file has no domain backup key or decryption fails
+            InvalidBackupKeyError: If domain backup key is invalid or malformed
+        """
+        if not masterkey_file.domain_backup_key:
+            raise MasterKeyDecryptionError("Masterkey file contains no domain backup key data")
+
+        try:
+            domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
+        except Exception as e:
+            raise MasterKeyDecryptionError(f"Failed to parse domain backup key data: {e}") from e
+
+        try:
+            # Extract the private key from the backup key data
+            key = PRIVATE_KEY_BLOB(self.key_data[len(PVK_FILE_HDR()) :])
+            private = privatekeyblob_to_pkcs1(key)
+            cipher = PKCS1_v1_5.new(private)
+        except Exception as e:
+            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
+
+        try:
+            # Decrypt the masterkey (reverse byte order as per Impacket implementation)
+            decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
+
+            if not decrypted_key:
+                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+
+            domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
+            # From the impacket DPAPI_DOMAIN_RSA_MASTER_KEY structure:
+            # The cbMasterKey field indicates the length of the actual masterkey
+            # The buffer field contains the DPAPI_DOMAIN_RSA_MASTER_KEY header followed by the actual masterkey data
+            # The actual masterkey data starts at offset 8 after the structure header
+            buffer = domain_master_key["buffer"]
+            key_offset = 8  # Offset to skip the DPAPI_DOMAIN_RSA_MASTER_KEY structure header within the buffer
+            plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
+            plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
+
+            return MasterKey(
+                guid=masterkey_file.masterkey_guid,
+                encrypted_key_backup=masterkey_file.domain_backup_key,
+                plaintext_key=plaintext_key,
+                plaintext_key_sha1=plaintext_key_sha1,
+                backup_key_guid=self.guid,
+            )
+
+        except (InvalidBackupKeyError, MasterKeyDecryptionError):
+            raise
+        except Exception as e:
+            raise MasterKeyDecryptionError(f"Failed to decrypt masterkey: {e}") from e
diff --git a/libs/dpapi/dpapi/crypto.py b/libs/dpapi/dpapi/crypto.py
index ba6e6d9..1444d04 100644
--- a/libs/dpapi/dpapi/crypto.py
+++ b/libs/dpapi/dpapi/crypto.py
@@ -4,9 +4,6 @@ from enum import Enum
 
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
-from Cryptodome.Cipher import PKCS1_v1_5
-from Cryptodome.Hash import SHA1 as CryptodomeSHA1
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
 from pydantic import BaseModel, field_validator
 
 from .dpapi_blob import DPAPI_BLOB
@@ -259,48 +256,6 @@ class MasterKeyEncryptionKey(BaseModel):
 class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
 
-    @staticmethod
-    def decrypt_masterkey_with_backup_key(encrypted_masterkey: bytes, backup_key: bytes) -> tuple[bytes, bytes]:
-        """Decrypt a masterkey using a domain backup key.
-
-        Args:
-            encrypted_masterkey: The encrypted masterkey bytes (domainkey_pb_secret)
-            backup_key: The domain backup key bytes
-
-        Returns:
-            Tuple of (sha1_key, full_key) on success
-
-        Raises:
-            InvalidBackupKeyError: If backup key is invalid or malformed
-            MasterKeyDecryptionError: If masterkey decryption fails
-        """
-        try:
-            # Extract the private key from the backup key data
-            # Skip the PVK_FILE_HDR and get the PRIVATE_KEY_BLOB
-            key = PRIVATE_KEY_BLOB(backup_key[len(PVK_FILE_HDR()) :])
-            private = privatekeyblob_to_pkcs1(key)
-            cipher = PKCS1_v1_5.new(private)
-        except Exception as e:
-            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
-
-        try:
-            # Decrypt the masterkey (reverse byte order as per Impacket implementation)
-            decrypted_key = cipher.decrypt(encrypted_masterkey[::-1], None)
-
-            if not decrypted_key:
-                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
-
-            # Parse the decrypted data as DPAPI_DOMAIN_RSA_MASTER_KEY
-            domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
-            full_key = domain_master_key["buffer"][: domain_master_key["cbMasterKey"]]
-            sha1_key = CryptodomeSHA1.new(full_key).digest()
-
-            return (sha1_key, full_key)
-        except MasterKeyDecryptionError:
-            raise
-        except Exception as e:
-            raise MasterKeyDecryptionError(f"Failed to decrypt masterkey: {e}") from e
-
     @staticmethod
     def decrypt_masterkey_with_mk_key(encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey) -> bytes:
         """Decrypt a masterkey using a masterkey encryption key.
diff --git a/libs/dpapi/dpapi/manager.py b/libs/dpapi/dpapi/manager.py
index dd4d3f9..856c3fd 100644
--- a/libs/dpapi/dpapi/manager.py
+++ b/libs/dpapi/dpapi/manager.py
@@ -16,6 +16,8 @@ from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterK
 if TYPE_CHECKING:
     from .repositories import DomainBackupKeyRepository, MasterKeyRepository
 
+from .repositories import MasterKeyFilter
+
 
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
@@ -139,7 +141,7 @@ class DpapiManager(Publisher):
         try:
             if masterkey.plaintext_key is None:
                 raise MasterKeyNotDecryptedError(blob.masterkey_guid)
-            return self._crypto.decrypt_blob(blob.encrypted_data, masterkey.plaintext_key)
+            return self._crypto.decrypt_blob(blob.raw_bytes, masterkey.plaintext_key)
         except Exception as e:
             raise DpapiBlobDecryptionError(str(e)) from e
 
@@ -149,18 +151,18 @@ class DpapiManager(Publisher):
             await self._initialize_storage()
         return await self._masterkey_repo.get_masterkey(guid)
 
-    async def get_all_masterkeys(self) -> list[MasterKey]:
-        """Retrieve all masterkeys."""
-        if not self._initialized:
-            await self._initialize_storage()
-        return await self._masterkey_repo.get_all_masterkeys()
+    async def get_all_masterkeys(
+        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering.
 
-    async def get_decrypted_masterkeys(self) -> list[MasterKey]:
-        """Retrieve all decrypted masterkeys."""
+        Args:
+            filter_by: Filter by decryption status (default: ALL)
+            backup_key_guid: Filter by backup key GUID (default: None for all)
+        """
         if not self._initialized:
             await self._initialize_storage()
-        all_keys = await self.get_all_masterkeys()
-        return [key for key in all_keys if key.is_decrypted]
+        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid)
 
     async def close(self) -> None:
         """Close the manager and cleanup resources."""
diff --git a/libs/dpapi/examples/auto_decrypt_demo.py b/libs/dpapi/examples/auto_decrypt_demo.py
index 001cbc3..4e2dc3a 100644
--- a/libs/dpapi/examples/auto_decrypt_demo.py
+++ b/libs/dpapi/examples/auto_decrypt_demo.py
@@ -7,6 +7,7 @@ from pathlib import Path
 from uuid import UUID
 
 from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from dpapi.repositories import MasterKeyFilter
 
 
 async def main():
@@ -51,7 +52,7 @@ async def main():
 
         # Check initial state
         all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
 
         # Add the domain backup key - this should trigger automatic decryption
@@ -68,7 +69,7 @@ async def main():
 
         # Check final state - should show more decrypted keys if auto-decryption worked
         all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
+        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
 
         if len(decrypted_keys_final) > len(decrypted_keys):
@@ -119,7 +120,7 @@ async def main():
 
         # Check final state
         all_keys_after = await dpapi2.get_all_masterkeys()
-        decrypted_keys_after = await dpapi2.get_decrypted_masterkeys()
+        decrypted_keys_after = await dpapi2.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) > 0:
@@ -144,7 +145,7 @@ async def main():
 
         # Check state before backup key
         all_keys_before = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_before = await dpapi_no_auto.get_decrypted_masterkeys()
+        decrypted_keys_before = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
 
         # Add backup key - should NOT trigger auto-decryption
@@ -158,7 +159,7 @@ async def main():
 
         # Check state after backup key
         all_keys_after = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_after = await dpapi_no_auto.get_decrypted_masterkeys()
+        decrypted_keys_after = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) == len(decrypted_keys_before):
diff --git a/libs/dpapi/examples/decrypt.py b/libs/dpapi/examples/decrypt.py
index e983bf7..a054831 100644
--- a/libs/dpapi/examples/decrypt.py
+++ b/libs/dpapi/examples/decrypt.py
@@ -7,13 +7,14 @@ from pathlib import Path
 from uuid import UUID
 
 from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from dpapi.repositories import MasterKeyFilter
 
 
 async def main():
     """Test auto-decryption with fixtures."""
     print("=== Testing Auto-Decryption ===")
 
-    # Load fixtures
+    # Load test data that's in the project
     fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
     backup_key_path = fixtures_path / "backupkey.json"
     masterkey_path = fixtures_path / "masterkey_domain.bin"
@@ -41,7 +42,7 @@ async def main():
 
         # Check initial state
         all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
 
         print("2. Adding domain backup key...")
@@ -61,7 +62,7 @@ async def main():
 
         # Check final state
         all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
+        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
 
         if len(decrypted_keys_final) > 0:
diff --git a/libs/dpapi/examples/example.py b/libs/dpapi/examples/example.py
index 931db55..974cca4 100644
--- a/libs/dpapi/examples/example.py
+++ b/libs/dpapi/examples/example.py
@@ -7,7 +7,14 @@ from pathlib import Path
 from uuid import UUID
 
 from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from dpapi.eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
+from dpapi.repositories import MasterKeyFilter
+from dpapi.eventing import (
+    DpapiEvent,
+    DpapiObserver,
+    NewDomainBackupKeyEvent,
+    NewEncryptedMasterKeyEvent,
+    NewPlaintextMasterKeyEvent,
+)
 
 
 class MyDpapiEventMonitor(DpapiObserver):
@@ -20,6 +27,8 @@ class MyDpapiEventMonitor(DpapiObserver):
             print(f"New encrypted masterkey added: {event.masterkey_guid}")
         elif isinstance(event, NewDomainBackupKeyEvent):
             print(f"New domain backup key added: {event.backup_key_guid}")
+        elif isinstance(event, NewPlaintextMasterKeyEvent):
+            print(f"New plaintext masterkey added: {event.masterkey_guid}")
         else:
             print(f"Event received: {type(event).__name__}")
 
@@ -66,53 +75,74 @@ async def main() -> None:
 
         # Check results after fake backup key
         all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_decrypted_masterkeys()
+        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
 
         # Try with real DPAPI data if available
         fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-        backup_key_path = fixtures_path / "test_backupkey.json"
-        masterkey_path = fixtures_path / "test_masterkey_domain.bin"
+        backup_key_path = fixtures_path / "backupkey.json"
+        masterkey_path = fixtures_path / "masterkey_domain.bin"
+        blob_path = fixtures_path / "blob_without_entropy.bin"
 
-        if backup_key_path.exists() and masterkey_path.exists():
-            print("\n=== Adding Real DPAPI Data ===")
+        print("\n=== Adding Real DPAPI Data ===")
 
-            # Load and add real masterkey
-            with open(backup_key_path) as f:
-                backup_key_data = json.load(f)
+        # Load and add real masterkey
+        with open(backup_key_path) as f:
+            backup_key_data = json.load(f)
 
-            masterkey_file = MasterKeyFile.parse(masterkey_path)
+        masterkey_file = MasterKeyFile.parse(masterkey_path)
 
-            if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
-                raise ValueError("Invalid masterkey file")
+        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
+            raise ValueError("Invalid masterkey file")
 
-            await dpapi.add_encrypted_masterkey(
-                guid=masterkey_file.masterkey_guid,
-                encrypted_key_usercred=masterkey_file.master_key,
-                encrypted_key_backup=masterkey_file.domain_backup_key,
-            )
+        await dpapi.add_encrypted_masterkey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+            encrypted_key_backup=masterkey_file.domain_backup_key,
+        )
 
-            # Add real backup key
-            real_backup_key = DomainBackupKey(
-                guid=UUID(backup_key_data["backup_key_guid"]),
-                key_data=base64.b64decode(backup_key_data["key"]),
-                domain_controller=backup_key_data["dc"],
-            )
-            await dpapi.add_domain_backup_key(real_backup_key)
+        # Add real backup key
+        real_backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi.add_domain_backup_key(real_backup_key)
 
-            # Give auto-decryption time to work
-            await asyncio.sleep(0.1)
+        # Give auto-decryption time to work
+        await asyncio.sleep(0.1)
 
-            # Check final results
-            all_keys_final = await dpapi.get_all_masterkeys()
-            decrypted_keys_final = await dpapi.get_decrypted_masterkeys()
-            print(
-                f"After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
-            )
+        # Check final results
+        all_keys_final = await dpapi.get_all_masterkeys()
+        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(
+            f"After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
+        )
 
-            # Update domain_mk_guid to use the real one for blob decryption test
-            if decrypted_keys_final:
-                domain_mk_guid = masterkey_file.masterkey_guid
+        # Print the decrypted masterkeys  in the form of {GUID}:SHA1
+        for key in decrypted_keys_final:
+            print(f"{key.guid}:{key.plaintext_key_sha1.hex()}")
+
+        # Demonstrate blob decryption with the blob_without_entropy.bin fixture
+        print("\n=== Decrypting DPAPI Blob ===")
+
+        # Load and parse the blob
+        with open(blob_path, "rb") as f:
+            blob_data = f.read()
+
+        # Parse blob to get its structure and masterkey GUID
+        from dpapi import Blob
+
+        blob = Blob.parse(blob_data)
+        print(f"Blob masterkey GUID: {blob.masterkey_guid}")
+
+        # Decrypt the blob using the DPAPI manager
+        decrypted_blob_data = await dpapi.decrypt_blob(blob)
+        print(f"Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
+
+        # Update domain_mk_guid to use the real one for blob decryption test
+        if decrypted_keys_final:
+            domain_mk_guid = masterkey_file.masterkey_guid
 
 
 if __name__ == "__main__":
diff --git a/libs/dpapi/tests/test_core.py b/libs/dpapi/tests/test_core.py
index 170a94e..c85e244 100644
--- a/libs/dpapi/tests/test_core.py
+++ b/libs/dpapi/tests/test_core.py
@@ -1,11 +1,13 @@
 """Tests for DPAPI core models."""
 
 import base64
+import json
 from pathlib import Path
 from uuid import UUID
 
 import pytest
-from dpapi.core import Blob, MasterKeyFile, MasterKeyPolicy
+from dpapi.core import Blob, DomainBackupKey, MasterKeyFile, MasterKeyPolicy
+from dpapi.crypto import MasterKeyDecryptionError
 
 
 class TestMasterKeyFile:
@@ -192,3 +194,83 @@ class TestBlob:
         # Verify blob has encrypted data
         assert len(blob.encrypted_data) > 0
         assert len(blob.mac) > 0
+
+
+class TestDomainBackupKey:
+    """Test DomainBackupKey dataclass."""
+
+    def test_create_domain_backup_key(self):
+        """Test creating DomainBackupKey."""
+        from uuid import uuid4
+
+        guid = uuid4()
+        key_data = b"backup_key_data_here"
+        domain_controller = "DC01.example.com"
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller == domain_controller
+
+    def test_create_domain_backup_key_no_dc(self):
+        """Test creating DomainBackupKey without domain controller."""
+        from uuid import uuid4
+
+        guid = uuid4()
+        key_data = b"backup_key_data_here"
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller is None
+
+    def test_decrypt_masterkey_file_with_backup_key(self):
+        """Test decrypting a domain masterkey file using backup key."""
+        # Load the backup key from fixtures
+        backupkey_file = Path("tests/fixtures/backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        # Create DomainBackupKey from the fixture data
+        backup_key = DomainBackupKey(
+            guid=UUID(backupkey_data["backup_key_guid"]),
+            key_data=base64.b64decode(backupkey_data["key"]),
+            domain_controller=backupkey_data["dc"],
+        )
+
+        # Load the domain masterkey file
+        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_domain.bin")
+
+        # Decrypt the masterkey
+        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+
+        # Verify decryption succeeded
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert decrypted_masterkey.backup_key_guid == backup_key.guid
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+
+        masterkey_bytes = "36bd60cb9e7e52433169db00e93ed0a82d3c30c65d948bd8596fb32c267671020b02026b0ae03479dd18374adbdd7658f45cce6ed2a45319eff7a96c411c85f5"
+        masterkey_sha1_hash = "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
+
+        assert decrypted_masterkey.plaintext_key.hex() == masterkey_bytes
+        assert decrypted_masterkey.plaintext_key_sha1.hex() == masterkey_sha1_hash
+
+    def test_decrypt_masterkey_file_no_domain_key(self):
+        """Test decrypting a masterkey file without domain backup key raises exception."""
+        from uuid import uuid4
+
+        # Create a backup key
+        backup_key = DomainBackupKey(guid=uuid4(), key_data=b"fake_key_data")
+
+        # Load the local masterkey file (no domain backup key)
+        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
+
+        # Should raise MasterKeyDecryptionError since no domain backup key in file
+        with pytest.raises(MasterKeyDecryptionError, match="contains no domain backup key"):
+            backup_key.decrypt_masterkey_file(masterkey_file)
diff --git a/libs/dpapi/tests/test_crypto.py b/libs/dpapi/tests/test_crypto.py
index 2a3dc83..cf28d3b 100644
--- a/libs/dpapi/tests/test_crypto.py
+++ b/libs/dpapi/tests/test_crypto.py
@@ -1,16 +1,13 @@
 """Tests for DPAPI cryptographic operations."""
 
-import base64
-import json
 from uuid import UUID
 
 import pytest
-from dpapi.core import Blob, DomainBackupKey, MasterKeyFile
+from dpapi.core import Blob
 from dpapi.crypto import (
     CredKey,
     CredKeyHashType,
     DpapiCrypto,
-    InvalidBackupKeyError,
     InvalidBlobDataError,
     MasterKeyEncryptionKey,
     NtlmHash,
@@ -30,6 +27,11 @@ credkey_ntlm_hash = ntlm_hash
 credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
 credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
 
+masterkey_bytes = bytes.fromhex(
+    "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
+)
+masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+
 
 class TestPassword:
     """Test Password model."""
@@ -349,67 +351,9 @@ class TestMasterKeyEncryptionKey:
         assert mk_key.key.value.hex() == "d3205d40d3df002fba1936ce075c0b2805fab06d"
 
 
-class TestDomainBackupKey:
-    """Test DomainBackupKey dataclass."""
-
-    def test_create_domain_backup_key(self):
-        """Test creating DomainBackupKey."""
-        from uuid import uuid4
-
-        guid = uuid4()
-        key_data = b"backup_key_data_here"
-        domain_controller = "DC01.example.com"
-
-        backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
-
-        assert backup_key.guid == guid
-        assert backup_key.key_data == key_data
-        assert backup_key.domain_controller == domain_controller
-
-    def test_create_domain_backup_key_no_dc(self):
-        """Test creating DomainBackupKey without domain controller."""
-        from uuid import uuid4
-
-        guid = uuid4()
-        key_data = b"backup_key_data_here"
-
-        backup_key = DomainBackupKey(guid=guid, key_data=key_data)
-
-        assert backup_key.guid == guid
-        assert backup_key.key_data == key_data
-        assert backup_key.domain_controller is None
-
-
 class TestDPAPICrypto:
     """Test DPAPICrypto class."""
 
-    def test_decrypt_masterkey_with_backup_key_invalid_backup_key(self):
-        """Test backup key decryption with invalid backup key."""
-        encrypted_masterkey = b"mock_encrypted_masterkey_data"
-        invalid_backup_key = b"invalid_backup_key_data"
-
-        # Should raise InvalidBackupKeyError when backup key is invalid
-        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
-            DpapiCrypto.decrypt_masterkey_with_backup_key(encrypted_masterkey, invalid_backup_key)
-
-    def test_decrypt_masterkey_with_backup_key_empty_data(self):
-        """Test backup key decryption with empty data."""
-        # Test with empty backup key data
-        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
-            DpapiCrypto.decrypt_masterkey_with_backup_key(b"encrypted", b"")
-
-        # Test with too short backup key data
-        with pytest.raises(InvalidBackupKeyError, match="Invalid domain backup key"):
-            DpapiCrypto.decrypt_masterkey_with_backup_key(b"encrypted", b"short")
-
-    def test_decrypt_masterkey_with_mk_key_not_implemented(self):
-        """Test MK key decryption raises NotImplementedError."""
-        crypto = DpapiCrypto()
-        mk_key = MasterKeyEncryptionKey(key=Sha1Hash(value=b"a" * 20))
-
-        with pytest.raises(NotImplementedError, match="MasterKeyEncryptionKey decryption not implemented"):
-            crypto.decrypt_masterkey_with_mk_key(b"encrypted", mk_key)
-
     def test_decrypt_blob_with_invalid_data(self):
         """Test DPAPI blob decryption with invalid blob data."""
         crypto = DpapiCrypto()
@@ -489,54 +433,3 @@ class TestBlobParse:
         # Data
         assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
         assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
-
-
-class TestDomainMasterkeyDecryption:
-    """Test domain masterkey decryption with backup key."""
-
-    def test_decrypt_domain_masterkey_with_backup_key(self, read_file_text, get_file_path):
-        """Test decrypting domain masterkey using backup key from fixtures."""
-        backup_key_json = read_file_text("backupkey.json")
-        masterkey_path = get_file_path("masterkey_domain.bin")
-
-        backup_key_data = json.loads(backup_key_json)
-
-        # Create DomainBackupKey object
-        backup_key = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-
-        masterkey_file = MasterKeyFile.parse(masterkey_path)
-
-        assert masterkey_file.domain_backup_key is not None, "Domain masterkey should have domain_backup_key"
-        backup_dc_key = masterkey_file.domain_backup_key
-
-        # The domain backup key has a structure: GUID (16 bytes) is at offset 12,
-        # Encrypted data (256 bytes) starts at offset 28
-        encrypted_masterkey = backup_dc_key[28 : 28 + 256]
-
-        result = DpapiCrypto.decrypt_masterkey_with_backup_key(
-            encrypted_masterkey,
-            backup_key.key_data,
-        )
-
-        # Verify decryption succeeded
-        assert result is not None
-        assert isinstance(result, tuple)
-        assert len(result) == 2
-
-        sha1_key, full_key = result
-
-        # Verify the decrypted keys are valid
-        assert isinstance(sha1_key, bytes)
-        assert isinstance(full_key, bytes)
-        assert len(sha1_key) == 20  # SHA1 digest length
-        assert len(full_key) > 0
-
-        assert (
-            full_key.hex()
-            == "106600000e80000036bd60cb9e7e52433169db00e93ed0a82d3c30c65d948bd8596fb32c267671020b02026b0ae03479dd18374adbdd7658f45cce6ed2a45319"
-        )
-        assert sha1_key.hex() == "f8f89573b06357b59396f2818e9ce6bb96fbeaf5"

From 5f66bfadd4076c16384113d36b08d9f70c05cbed Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 15:07:05 -0700
Subject: [PATCH 017/279] rename examples

---
 libs/dpapi/examples/auto_decrypt_demo.py | 172 -----------------------
 libs/dpapi/examples/decrypt.py           |  85 -----------
 libs/dpapi/examples/example.py           |   2 +-
 3 files changed, 1 insertion(+), 258 deletions(-)
 delete mode 100644 libs/dpapi/examples/auto_decrypt_demo.py
 delete mode 100644 libs/dpapi/examples/decrypt.py

diff --git a/libs/dpapi/examples/auto_decrypt_demo.py b/libs/dpapi/examples/auto_decrypt_demo.py
deleted file mode 100644
index 4e2dc3a..0000000
--- a/libs/dpapi/examples/auto_decrypt_demo.py
+++ /dev/null
@@ -1,172 +0,0 @@
-"""Demo showing built-in auto-decryption functionality using test data."""
-
-import asyncio
-import base64
-import json
-from pathlib import Path
-from uuid import UUID
-
-from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from dpapi.repositories import MasterKeyFilter
-
-
-async def main():
-    """Demonstrate built-in auto-decryption feature with test data."""
-    print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
-
-    # Load test data fixtures
-    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-
-    # Load backup key from fixtures
-    with open(fixtures_path / "backupkey.json") as f:
-        backup_key_data = json.load(f)
-
-    # Load masterkey files
-    mk_domain_file = fixtures_path / "masterkey_domain.bin"
-    mk_local_file = fixtures_path / "masterkey_local.bin"
-
-    mk_domain = MasterKeyFile.parse(mk_domain_file)
-    mk_local = MasterKeyFile.parse(mk_local_file)
-
-    # Scenario 1: Add masterkeys first, then backup key
-    print("\n📋 Scenario 1: masterkeys added first, then backup key")
-    async with DpapiManager(storage_backend="memory") as dpapi:
-        # Add encrypted masterkeys first
-        print("\n1. Adding encrypted masterkeys...")
-
-        # Domain masterkey (ed93694f-5a6d-46e2-b821-219f2c0ecd4d)
-        if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
-            )
-
-        # Local masterkey (387a062d-f8b6-4661-b2c5-eecbb9f80afb)
-        if mk_local.master_key and mk_local.backup_key:
-            await dpapi.add_encrypted_masterkey(
-                guid=mk_local.masterkey_guid,
-                encrypted_key_usercred=mk_local.master_key,
-                encrypted_key_backup=mk_local.backup_key,
-            )
-
-        # Check initial state
-        all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
-
-        # Add the domain backup key - this should trigger automatic decryption
-        print("\n2. Adding domain backup key (should decrypt domain masterkey)...")
-        backup_key = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-        await dpapi.add_domain_backup_key(backup_key)
-
-        # Give the background auto-decryption task a moment to complete
-        await asyncio.sleep(0.1)
-
-        # Check final state - should show more decrypted keys if auto-decryption worked
-        all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
-
-        if len(decrypted_keys_final) > len(decrypted_keys):
-            print("✓ Auto-decryption successfully decrypted existing masterkeys!")
-            for mk in decrypted_keys_final:
-                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
-        else:
-            print("✗ No masterkeys were auto-decrypted")
-
-    # Scenario 2: Add backup key first, then masterkeys
-    print("\n📋 Scenario 2: backup key added first, then masterkeys")
-    async with DpapiManager(storage_backend="memory") as dpapi2:
-        # Add domain backup key first
-        print("\n3. Adding domain backup key first...")
-        backup_key = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-        await dpapi2.add_domain_backup_key(backup_key)
-
-        # Check initial state (should have backup key but no masterkeys)
-        backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
-        all_keys_before = await dpapi2.get_all_masterkeys()
-        print(f"Initial state: {len(backup_keys)} backup keys, {len(all_keys_before)} masterkeys")
-
-        # Add masterkeys - these should be auto-decrypted using existing backup key
-        print("\n4. Adding masterkeys (should be auto-decrypted with existing backup key)...")
-
-        # Domain masterkey
-        if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi2.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
-            )
-
-        # Local masterkey (won't be decrypted by domain backup key)
-        if mk_local.master_key and mk_local.backup_key:
-            await dpapi2.add_encrypted_masterkey(
-                guid=mk_local.masterkey_guid,
-                encrypted_key_usercred=mk_local.master_key,
-                encrypted_key_backup=mk_local.backup_key,
-            )
-
-        # Give the background auto-decryption task a moment to complete
-        await asyncio.sleep(0.1)
-
-        # Check final state
-        all_keys_after = await dpapi2.get_all_masterkeys()
-        decrypted_keys_after = await dpapi2.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
-
-        if len(decrypted_keys_after) > 0:
-            print("✓ Auto-decryption successfully decrypted new masterkeys!")
-            for mk in decrypted_keys_after:
-                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
-        else:
-            print("✗ No masterkeys were auto-decrypted")
-
-    print("\n=== Comparison: Auto-decryption Disabled ===")
-
-    # Now demonstrate with auto-decryption disabled using data
-    async with DpapiManager(storage_backend="memory", auto_decrypt=False) as dpapi_no_auto:
-        print("\n5. Adding masterkeys with auto-decryption disabled...")
-
-        if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi_no_auto.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
-            )
-
-        # Check state before backup key
-        all_keys_before = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_before = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
-
-        # Add backup key - should NOT trigger auto-decryption
-        backup_key_disabled = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-        await dpapi_no_auto.add_domain_backup_key(backup_key_disabled)
-        await asyncio.sleep(0.1)
-
-        # Check state after backup key
-        all_keys_after = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_after = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
-
-        if len(decrypted_keys_after) == len(decrypted_keys_before):
-            print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
-
-    print("DONE!")
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
diff --git a/libs/dpapi/examples/decrypt.py b/libs/dpapi/examples/decrypt.py
deleted file mode 100644
index a054831..0000000
--- a/libs/dpapi/examples/decrypt.py
+++ /dev/null
@@ -1,85 +0,0 @@
-"""Test auto-decryption with DPAPI data."""
-
-import asyncio
-import base64
-import json
-from pathlib import Path
-from uuid import UUID
-
-from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from dpapi.repositories import MasterKeyFilter
-
-
-async def main():
-    """Test auto-decryption with fixtures."""
-    print("=== Testing Auto-Decryption ===")
-
-    # Load test data that's in the project
-    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-    backup_key_path = fixtures_path / "backupkey.json"
-    masterkey_path = fixtures_path / "masterkey_domain.bin"
-
-    # Load backup key from JSON
-    with open(backup_key_path) as f:
-        backup_key_data = json.load(f)
-
-    # Parse the masterkey file
-    masterkey_file = MasterKeyFile.parse(masterkey_path)
-
-    async with DpapiManager(storage_backend="memory") as dpapi:
-        print("1. Adding encrypted masterkey...")
-
-        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
-            print("✗ Failed to load masterkey file")
-            return
-
-        # Add the masterkey with domain backup encryption
-        await dpapi.add_encrypted_masterkey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,  # Won't decrypt without user creds
-            encrypted_key_backup=masterkey_file.domain_backup_key,  # Should decrypt with backup key
-        )
-
-        # Check initial state
-        all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
-
-        print("2. Adding domain backup key...")
-
-        # Create DomainBackupKey from fixture
-        backup_key = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-
-        # Add the backup key - should trigger auto-decryption
-        await dpapi.add_domain_backup_key(backup_key)
-
-        # Give auto-decryption a moment to work
-        await asyncio.sleep(0.1)
-
-        # Check final state
-        all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
-
-        if len(decrypted_keys_final) > 0:
-            print("✓ Auto-decryption successfully decrypted masterkey!")
-
-            # Verify the decrypted key
-            decrypted_mk = decrypted_keys_final[0]
-            print(f"Decrypted masterkey GUID: {decrypted_mk.guid}")
-            print(f"Plaintext key length: {len(decrypted_mk.plaintext_key) if decrypted_mk.plaintext_key else 0}")
-            print(f"SHA1 key length: {len(decrypted_mk.plaintext_key_sha1) if decrypted_mk.plaintext_key_sha1 else 0}")
-            print(f"Backup key GUID: {decrypted_mk.backup_key_guid}")
-
-            if decrypted_mk.plaintext_key_sha1:
-                print(f"Plaintext: {decrypted_mk.plaintext_key_sha1.hex()}")
-        else:
-            print("✗ Auto-decryption failed to decrypt masterkey")
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
diff --git a/libs/dpapi/examples/example.py b/libs/dpapi/examples/example.py
index 974cca4..96a0575 100644
--- a/libs/dpapi/examples/example.py
+++ b/libs/dpapi/examples/example.py
@@ -7,7 +7,6 @@ from pathlib import Path
 from uuid import UUID
 
 from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from dpapi.repositories import MasterKeyFilter
 from dpapi.eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -15,6 +14,7 @@ from dpapi.eventing import (
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
+from dpapi.repositories import MasterKeyFilter
 
 
 class MyDpapiEventMonitor(DpapiObserver):

From fdb9d26a2881fb418e15bfc8842bcdd0ef89bb6a Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 3 Sep 2025 15:44:24 -0700
Subject: [PATCH 018/279] Rename `dpapi` to `nemesis_dpapi` due to naming
 conflicts

-Rename `dpapi` to `nemesis_dpapi` due to naming conflicts with Impacket
---
 libs/file_enrichment_modules/poetry.lock      |   23 +-
 libs/file_enrichment_modules/pyproject.toml   |    1 +
 .../.vscode/settings.json                     |    0
 libs/{dpapi => nemesis_dpapi}/README.md       |    0
 .../examples/example.py                       |    8 +-
 .../nemesis_dpapi}/__init__.py                |    0
 .../nemesis_dpapi}/auto_decrypt.py            |    0
 .../nemesis_dpapi}/core.py                    |    0
 .../nemesis_dpapi}/crypto.py                  |    0
 .../nemesis_dpapi}/dpapi_blob.py              |    0
 .../nemesis_dpapi}/eventing.py                |    0
 .../nemesis_dpapi}/exceptions.py              |    0
 .../nemesis_dpapi}/manager.py                 |    0
 .../nemesis_dpapi}/repositories.py            |    0
 .../nemesis_dpapi}/storage_in_memory.py       |    0
 .../nemesis_dpapi}/storage_postgres.py        |    0
 libs/{dpapi => nemesis_dpapi}/poetry.lock     |  139 +-
 libs/{dpapi => nemesis_dpapi}/poetry.toml     |    0
 libs/{dpapi => nemesis_dpapi}/pyproject.toml  |    4 +-
 libs/{dpapi => nemesis_dpapi}/tests/README.md |    0
 .../tests/__init__.py                         |    0
 .../tests/conftest.py                         |    0
 .../tests/fixtures/backupkey.json             |    0
 .../tests/fixtures/blob_with_entropy.bin      |  Bin
 .../tests/fixtures/blob_without_entropy.bin   |  Bin
 .../tests/fixtures/masterkey_domain.bin       |  Bin
 .../tests/fixtures/masterkey_local.bin        |  Bin
 .../tests/test_core.py                        |    4 +-
 .../tests/test_crypto.py                      |    6 +-
 projects/file_enrichment/poetry.lock          | 3042 +++++++++--------
 projects/file_enrichment/pyproject.toml       |    1 +
 31 files changed, 1763 insertions(+), 1465 deletions(-)
 rename libs/{dpapi => nemesis_dpapi}/.vscode/settings.json (100%)
 rename libs/{dpapi => nemesis_dpapi}/README.md (100%)
 rename libs/{dpapi => nemesis_dpapi}/examples/example.py (96%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/__init__.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/auto_decrypt.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/core.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/crypto.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/dpapi_blob.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/eventing.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/exceptions.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/manager.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/repositories.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/storage_in_memory.py (100%)
 rename libs/{dpapi/dpapi => nemesis_dpapi/nemesis_dpapi}/storage_postgres.py (100%)
 rename libs/{dpapi => nemesis_dpapi}/poetry.lock (89%)
 rename libs/{dpapi => nemesis_dpapi}/poetry.toml (100%)
 rename libs/{dpapi => nemesis_dpapi}/pyproject.toml (89%)
 rename libs/{dpapi => nemesis_dpapi}/tests/README.md (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/__init__.py (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/conftest.py (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/fixtures/backupkey.json (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/fixtures/blob_with_entropy.bin (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/fixtures/blob_without_entropy.bin (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/fixtures/masterkey_domain.bin (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/fixtures/masterkey_local.bin (100%)
 rename libs/{dpapi => nemesis_dpapi}/tests/test_core.py (98%)
 rename libs/{dpapi => nemesis_dpapi}/tests/test_crypto.py (99%)

diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index 86699a5..ed63b04 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -1249,6 +1249,27 @@ files = [
     {file = "multidict-6.4.4.tar.gz", hash = "sha256:69ee9e6ba214b5245031b76233dd95408a0fd57fdb019ddcc1ead4790932a8e8"},
 ]
 
+[[package]]
+name = "nemesis-dpapi"
+version = "0.1.0"
+description = ""
+optional = false
+python-versions = ">=3.12"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+asyncpg = ">=0.29.0,<=0.30.0"
+cryptography = ">=42.0.0,<43.0.0"
+impacket = ">=0.12.0,<0.13.0"
+pycryptodome = ">=3.23.0,<4.0.0"
+pydantic = ">=2.0.0,<3.0.0"
+
+[package.source]
+type = "directory"
+url = "../nemesis_dpapi"
+
 [[package]]
 name = "pefile"
 version = "2024.8.26"
@@ -2139,4 +2160,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "6552d98358cb657ece08997fab507a11e8f34f896497043040915d5278251739"
+content-hash = "2a30af6a8c24325d3184f0d7b55edf17fc626dac82787a31ae2564cf47c5dc3a"
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index 43d8c14..a1a70f6 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -16,6 +16,7 @@ plyara = "^2.2.7"
 asyncpg = "^0.30.0"
 psycopg = "^3.2.4"
 common = { path = "../common", develop = true }
+nemesis_dpapi = { path = "../nemesis_dpapi", develop = true }
 lnkparse3 = "^1.5.0"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/libs/dpapi/.vscode/settings.json b/libs/nemesis_dpapi/.vscode/settings.json
similarity index 100%
rename from libs/dpapi/.vscode/settings.json
rename to libs/nemesis_dpapi/.vscode/settings.json
diff --git a/libs/dpapi/README.md b/libs/nemesis_dpapi/README.md
similarity index 100%
rename from libs/dpapi/README.md
rename to libs/nemesis_dpapi/README.md
diff --git a/libs/dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
similarity index 96%
rename from libs/dpapi/examples/example.py
rename to libs/nemesis_dpapi/examples/example.py
index 96a0575..0ccff6c 100644
--- a/libs/dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -6,15 +6,15 @@ import json
 from pathlib import Path
 from uuid import UUID
 
-from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from dpapi.eventing import (
+from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from nemesis_dpapi.eventing import (
     DpapiEvent,
     DpapiObserver,
     NewDomainBackupKeyEvent,
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
-from dpapi.repositories import MasterKeyFilter
+from nemesis_dpapi.repositories import MasterKeyFilter
 
 
 class MyDpapiEventMonitor(DpapiObserver):
@@ -131,7 +131,7 @@ async def main() -> None:
             blob_data = f.read()
 
         # Parse blob to get its structure and masterkey GUID
-        from dpapi import Blob
+        from nemesis_dpapi import Blob
 
         blob = Blob.parse(blob_data)
         print(f"Blob masterkey GUID: {blob.masterkey_guid}")
diff --git a/libs/dpapi/dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
similarity index 100%
rename from libs/dpapi/dpapi/__init__.py
rename to libs/nemesis_dpapi/nemesis_dpapi/__init__.py
diff --git a/libs/dpapi/dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
similarity index 100%
rename from libs/dpapi/dpapi/auto_decrypt.py
rename to libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
diff --git a/libs/dpapi/dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
similarity index 100%
rename from libs/dpapi/dpapi/core.py
rename to libs/nemesis_dpapi/nemesis_dpapi/core.py
diff --git a/libs/dpapi/dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
similarity index 100%
rename from libs/dpapi/dpapi/crypto.py
rename to libs/nemesis_dpapi/nemesis_dpapi/crypto.py
diff --git a/libs/dpapi/dpapi/dpapi_blob.py b/libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py
similarity index 100%
rename from libs/dpapi/dpapi/dpapi_blob.py
rename to libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py
diff --git a/libs/dpapi/dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
similarity index 100%
rename from libs/dpapi/dpapi/eventing.py
rename to libs/nemesis_dpapi/nemesis_dpapi/eventing.py
diff --git a/libs/dpapi/dpapi/exceptions.py b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
similarity index 100%
rename from libs/dpapi/dpapi/exceptions.py
rename to libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
diff --git a/libs/dpapi/dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
similarity index 100%
rename from libs/dpapi/dpapi/manager.py
rename to libs/nemesis_dpapi/nemesis_dpapi/manager.py
diff --git a/libs/dpapi/dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
similarity index 100%
rename from libs/dpapi/dpapi/repositories.py
rename to libs/nemesis_dpapi/nemesis_dpapi/repositories.py
diff --git a/libs/dpapi/dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
similarity index 100%
rename from libs/dpapi/dpapi/storage_in_memory.py
rename to libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
diff --git a/libs/dpapi/dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
similarity index 100%
rename from libs/dpapi/dpapi/storage_postgres.py
rename to libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
diff --git a/libs/dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
similarity index 89%
rename from libs/dpapi/poetry.lock
rename to libs/nemesis_dpapi/poetry.lock
index 42b5b60..8c655e5 100644
--- a/libs/dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -14,58 +14,67 @@ files = [
 
 [[package]]
 name = "asyncpg"
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+version = "0.30.0"
 description = "An asyncio PostgreSQL driver"
 optional = false
 python-versions = ">=3.8.0"
 groups = ["main"]
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 ]
 
 [package.extras]
-docs = ["Sphinx (>=5.3.0,<5.4.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"]
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 [[package]]
 name = "blinker"
@@ -988,31 +997,31 @@ unicodecsv = "*"
 
 [[package]]
 name = "ruff"
-version = "0.12.10"
+version = "0.12.11"
 description = "An extremely fast Python linter and code formatter, written in Rust."
 optional = false
 python-versions = ">=3.7"
 groups = ["dev"]
 files = [
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-    {file = "ruff-0.12.10-py3-none-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:822d9677b560f1fdeab69b89d1f444bf5459da4aa04e06e766cf0121771ab844"},
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-    {file = "ruff-0.12.10-py3-none-win32.whl", hash = "sha256:9de785e95dc2f09846c5e6e1d3a3d32ecd0b283a979898ad427a9be7be22b266"},
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-    {file = "ruff-0.12.10-py3-none-win_arm64.whl", hash = "sha256:cc138cc06ed9d4bfa9d667a65af7172b47840e1a98b02ce7011c391e54635ffc"},
-    {file = "ruff-0.12.10.tar.gz", hash = "sha256:189ab65149d11ea69a2d775343adf5f49bb2426fc4780f65ee33b423ad2e47f9"},
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+    {file = "ruff-0.12.11-py3-none-musllinux_1_2_aarch64.whl", hash = "sha256:0d737b4059d66295c3ea5720e6efc152623bb83fde5444209b69cd33a53e2000"},
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+    {file = "ruff-0.12.11-py3-none-musllinux_1_2_x86_64.whl", hash = "sha256:e07fbb89f2e9249f219d88331c833860489b49cdf4b032b8e4432e9b13e8a4b9"},
+    {file = "ruff-0.12.11-py3-none-win32.whl", hash = "sha256:c792e8f597c9c756e9bcd4d87cf407a00b60af77078c96f7b6366ea2ce9ba9d3"},
+    {file = "ruff-0.12.11-py3-none-win_amd64.whl", hash = "sha256:a3283325960307915b6deb3576b96919ee89432ebd9c48771ca12ee8afe4a0fd"},
+    {file = "ruff-0.12.11-py3-none-win_arm64.whl", hash = "sha256:bae4d6e6a2676f8fb0f98b74594a048bae1b944aab17e9f5d504062303c6dbea"},
+    {file = "ruff-0.12.11.tar.gz", hash = "sha256:c6b09ae8426a65bbee5425b9d0b82796dbb07cb1af045743c79bfb163001165d"},
 ]
 
 [[package]]
@@ -1107,4 +1116,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "848c5c0b96864d3ddb4f2398844c4a8b3bc3b1cba9348e51500e0cc2f71f85eb"
+content-hash = "19678bc84c69d4a4b5214fb5782f2b4c926dbe1d360c086df5c9453349da915d"
diff --git a/libs/dpapi/poetry.toml b/libs/nemesis_dpapi/poetry.toml
similarity index 100%
rename from libs/dpapi/poetry.toml
rename to libs/nemesis_dpapi/poetry.toml
diff --git a/libs/dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
similarity index 89%
rename from libs/dpapi/pyproject.toml
rename to libs/nemesis_dpapi/pyproject.toml
index 1e4613d..dcd16d2 100644
--- a/libs/dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -1,12 +1,12 @@
 [project]
-name = "dpapi"
+name = "nemesis_dpapi"
 version = "0.1.0"
 description = ""
 readme = "README.md"
 requires-python = ">=3.12"
 dependencies = [
     "impacket (>=0.12.0,<0.13.0)",
-    "asyncpg (>=0.29.0,<0.30.0)",
+    "asyncpg (>=0.29.0,<=0.30.0)",
     "cryptography (>=42.0.0,<43.0.0)",
     "pydantic (>=2.0.0,<3.0.0)",
     "pycryptodome (>=3.23.0,<4.0.0)",
diff --git a/libs/dpapi/tests/README.md b/libs/nemesis_dpapi/tests/README.md
similarity index 100%
rename from libs/dpapi/tests/README.md
rename to libs/nemesis_dpapi/tests/README.md
diff --git a/libs/dpapi/tests/__init__.py b/libs/nemesis_dpapi/tests/__init__.py
similarity index 100%
rename from libs/dpapi/tests/__init__.py
rename to libs/nemesis_dpapi/tests/__init__.py
diff --git a/libs/dpapi/tests/conftest.py b/libs/nemesis_dpapi/tests/conftest.py
similarity index 100%
rename from libs/dpapi/tests/conftest.py
rename to libs/nemesis_dpapi/tests/conftest.py
diff --git a/libs/dpapi/tests/fixtures/backupkey.json b/libs/nemesis_dpapi/tests/fixtures/backupkey.json
similarity index 100%
rename from libs/dpapi/tests/fixtures/backupkey.json
rename to libs/nemesis_dpapi/tests/fixtures/backupkey.json
diff --git a/libs/dpapi/tests/fixtures/blob_with_entropy.bin b/libs/nemesis_dpapi/tests/fixtures/blob_with_entropy.bin
similarity index 100%
rename from libs/dpapi/tests/fixtures/blob_with_entropy.bin
rename to libs/nemesis_dpapi/tests/fixtures/blob_with_entropy.bin
diff --git a/libs/dpapi/tests/fixtures/blob_without_entropy.bin b/libs/nemesis_dpapi/tests/fixtures/blob_without_entropy.bin
similarity index 100%
rename from libs/dpapi/tests/fixtures/blob_without_entropy.bin
rename to libs/nemesis_dpapi/tests/fixtures/blob_without_entropy.bin
diff --git a/libs/dpapi/tests/fixtures/masterkey_domain.bin b/libs/nemesis_dpapi/tests/fixtures/masterkey_domain.bin
similarity index 100%
rename from libs/dpapi/tests/fixtures/masterkey_domain.bin
rename to libs/nemesis_dpapi/tests/fixtures/masterkey_domain.bin
diff --git a/libs/dpapi/tests/fixtures/masterkey_local.bin b/libs/nemesis_dpapi/tests/fixtures/masterkey_local.bin
similarity index 100%
rename from libs/dpapi/tests/fixtures/masterkey_local.bin
rename to libs/nemesis_dpapi/tests/fixtures/masterkey_local.bin
diff --git a/libs/dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
similarity index 98%
rename from libs/dpapi/tests/test_core.py
rename to libs/nemesis_dpapi/tests/test_core.py
index c85e244..20dc16d 100644
--- a/libs/dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -6,8 +6,8 @@ from pathlib import Path
 from uuid import UUID
 
 import pytest
-from dpapi.core import Blob, DomainBackupKey, MasterKeyFile, MasterKeyPolicy
-from dpapi.crypto import MasterKeyDecryptionError
+from nemesis_dpapi.core import Blob, DomainBackupKey, MasterKeyFile, MasterKeyPolicy
+from nemesis_dpapi.crypto import MasterKeyDecryptionError
 
 
 class TestMasterKeyFile:
diff --git a/libs/dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
similarity index 99%
rename from libs/dpapi/tests/test_crypto.py
rename to libs/nemesis_dpapi/tests/test_crypto.py
index cf28d3b..ee6ad0d 100644
--- a/libs/dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -3,8 +3,8 @@
 from uuid import UUID
 
 import pytest
-from dpapi.core import Blob
-from dpapi.crypto import (
+from nemesis_dpapi.core import Blob
+from nemesis_dpapi.crypto import (
     CredKey,
     CredKeyHashType,
     DpapiCrypto,
@@ -15,7 +15,7 @@ from dpapi.crypto import (
     Pbkdf2Hash,
     Sha1Hash,
 )
-from dpapi.dpapi_blob import DPAPI_BLOB
+from nemesis_dpapi.dpapi_blob import DPAPI_BLOB
 
 password = "Qwerty12345"
 ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index ff2bb35..ff8d062 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -31,103 +31,103 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.12.15"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -139,35 +139,36 @@ speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "aiosmb"
-version = "0.4.11"
+version = "0.4.13"
 description = "Asynchronous SMB protocol implementation"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 asn1crypto = "*"
-asyauth = ">=0.0.16"
-asysocks = ">=0.2.9"
+asyauth = ">=0.0.22"
+asysocks = ">=0.2.17"
 colorama = "*"
 cryptography = "*"
 prompt-toolkit = ">=3.0.2"
@@ -175,7 +176,7 @@ six = "*"
 tqdm = "*"
 unicrypto = ">=0.0.10"
 wcwidth = "*"
-winacl = ">=0.1.8"
+winacl = ">=0.1.9"
 
 [[package]]
 name = "aiowinreg"
@@ -206,14 +207,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.10.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
 ]
 
 [package.dependencies]
@@ -222,8 +223,6 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -243,56 +242,60 @@ argon2-cffi-bindings = "*"
 
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-
-[package.extras]
-dev = ["cogapp", "pre-commit", "pytest", "wheel"]
-tests = ["pytest"]
+cffi = [
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+    {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
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 [package.extras]
-tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+tests = ["mypy (>=1.14.0)", "pytest", "pytest-asyncio"]
 
 [[package]]
 name = "asn1crypto"
@@ -308,20 +311,20 @@ files = [
 
 [[package]]
 name = "asyauth"
-version = "0.0.21"
+version = "0.0.22"
 description = "Unified authentication library"
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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 [package.dependencies]
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-minikerberos = ">=0.4.4"
+asysocks = ">=0.2.17"
+minikerberos = ">=0.4.7"
 unicrypto = ">=0.0.10"
 
 [[package]]
@@ -390,14 +393,14 @@ test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0
 
 [[package]]
 name = "asysocks"
-version = "0.2.13"
+version = "0.2.17"
 description = ""
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -454,18 +457,18 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.38.36"
+version = "1.40.23"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
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+botocore = ">=1.40.23,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -474,441 +477,450 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.38.36"
-description = "Type annotations for boto3 1.38.36 generated with mypy-boto3-builder 8.11.0"
+version = "1.40.23"
+description = "Type annotations for boto3 1.40.23 generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [package.dependencies]
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+mypy-boto3-s3 = {version = ">=1.40.0,<1.41.0", optional = true, markers = "extra == \"s3\""}
 types-s3transfer = "*"
 
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 [package.extras]
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 ]
 
 [[package]]
@@ -1598,14 +1738,14 @@ develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk",
 
 [[package]]
 name = "elasticsearch"
-version = "8.18.1"
+version = "8.19.0"
 description = "Python client for Elasticsearch"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "elasticsearch-8.19.0.tar.gz", hash = "sha256:66fe755e55127afc47c68eca6858006932d9d128b68834a15e7e9894517cfb67"},
 ]
 
 [package.dependencies]
@@ -1639,14 +1779,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "fastapi"
-version = "0.115.12"
+version = "0.115.14"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1658,6 +1798,41 @@ typing-extensions = ">=4.8.0"
 all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
+[[package]]
+name = "fastuuid"
+version = "0.12.0"
+description = "Python bindings to Rust's UUID library."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+    {file = "fastuuid-0.12.0-cp39-cp39-manylinux_2_34_x86_64.whl", hash = "sha256:e4b12d3e23515e29773fa61644daa660ceb7725e05397a986c2109f512579a48"},
+    {file = "fastuuid-0.12.0-cp39-cp39-win_amd64.whl", hash = "sha256:e41656457c34b5dcb784729537ea64c7d9bbaf7047b480c6c6a64c53379f455a"},
+    {file = "fastuuid-0.12.0.tar.gz", hash = "sha256:d0bd4e5b35aad2826403f4411937c89e7c88857b1513fe10f696544c03e9bd8e"},
+]
+
 [[package]]
 name = "file-enrichment-modules"
 version = "0.1.0"
@@ -1674,6 +1849,7 @@ common = {path = "../common", develop = true}
 dnfile = "^0.15.1"
 impacket = "^0.12.0"
 lnkparse3 = "^1.5.0"
+nemesis_dpapi = {path = "../nemesis_dpapi", develop = true}
 plyara = "^2.2.7"
 psycopg = "^3.2.4"
 pydantic = "^2.10.5"
@@ -1686,31 +1862,26 @@ url = "../../libs/file_enrichment_modules"
 
 [[package]]
 name = "filelock"
-version = "3.18.0"
+version = "3.19.1"
 description = "A platform independent file lock."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "filelock-3.18.0-py3-none-any.whl", hash = "sha256:c401f4f8377c4464e6db25fff06205fd89bdd83b65eb0488ed1b160f780e21de"},
-    {file = "filelock-3.18.0.tar.gz", hash = "sha256:adbc88eabb99d2fec8c9c1b229b171f18afa655400173ddc653d5d01501fb9f2"},
+    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
+    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
 ]
 
-[package.extras]
-docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
-typing = ["typing-extensions (>=4.12.2)"]
-
 [[package]]
 name = "flask"
-version = "3.1.1"
+version = "3.1.2"
 description = "A simple framework for building complex web applications."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff"]
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 [[package]]
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 [package.dependencies]
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 protobuf = ">=5.26.1,<6.0dev"
 
 [[package]]
@@ -1992,21 +2163,21 @@ files = [
 
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 description = "Fast transfer of large files with the Hugging Face Hub."
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 python-versions = ">=3.8"
 groups = ["main"]
 markers = "platform_machine == \"x86_64\" or platform_machine == \"amd64\" or platform_machine == \"arm64\" or platform_machine == \"aarch64\""
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 [package.extras]
@@ -2061,20 +2232,20 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
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+version = "0.34.4"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
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 python-versions = ">=3.8.0"
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 packaging = ">=20.9"
 pyyaml = ">=5.1"
 requests = "*"
@@ -2082,16 +2253,16 @@ tqdm = ">=4.42.1"
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 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
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@@ -2376,14 +2547,14 @@ files = [
 
 [[package]]
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 description = "An implementation of JSON Schema validation for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -2394,7 +2565,7 @@ rpds-py = ">=0.7.1"
 
 [package.extras]
 format = ["fqdn", "idna", "isoduration", "jsonpointer (>1.13)", "rfc3339-validator", "rfc3987", "uri-template", "webcolors (>=1.11)"]
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 [[package]]
 name = "jsonschema-specifications"
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@@ -2482,6 +2656,7 @@ files = [
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@@ -2492,6 +2667,7 @@ files = [
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@@ -2501,6 +2677,7 @@ files = [
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@@ -2511,33 +2688,36 @@ files = [
 
 [[package]]
 name = "litellm"
-version = "1.72.4"
+version = "1.76.1"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-aiohttp = "*"
+aiohttp = ">=3.10"
 click = "*"
+fastuuid = ">=0.12.0"
 httpx = ">=0.23.0"
 importlib-metadata = ">=6.8.0"
 jinja2 = ">=3.1.2,<4.0.0"
 jsonschema = ">=4.22.0,<5.0.0"
-openai = ">=1.68.2"
-pydantic = ">=2.0.0,<3.0.0"
+openai = ">=1.99.5"
+pydantic = ">=2.5.0,<3.0.0"
 python-dotenv = ">=0.2.0"
 tiktoken = ">=0.7.0"
 tokenizers = "*"
 
 [package.extras]
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+mlflow = ["mlflow (>3.1.4)"]
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+semantic-router = ["semantic-router"]
 utils = ["numpydoc"]
 
 [[package]]
@@ -2557,14 +2737,14 @@ pyyaml = "*"
 
 [[package]]
 name = "logfire-api"
-version = "3.19.0"
+version = "3.25.0"
 description = "Shim for the Logfire SDK which does nothing unless Logfire is installed"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -2671,14 +2851,14 @@ files = [
 
 [[package]]
 name = "minikerberos"
-version = "0.4.6"
+version = "0.4.7"
 description = "Kerberos manipulation library in pure Python"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2691,14 +2871,14 @@ unicrypto = ">=0.0.10"
 
 [[package]]
 name = "minio"
-version = "7.2.15"
+version = "7.2.16"
 description = "MinIO Python SDK for Amazon S3 Compatible Cloud Storage"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -2749,116 +2929,122 @@ olefile = ">=0.46"
 
 [[package]]
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+version = "6.6.4"
 description = "multidict implementation"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -3374,14 +3605,14 @@ tests = ["coverage", "pycodestyle", "pydocstyle", "pyflakes"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.51"
+version = "3.0.52"
 description = "Library for building powerful interactive command lines in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3838,6 +4069,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version < \"3.14\" or implementation_name != \"PyPy\""
 files = [
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@@ -3947,14 +4179,14 @@ files = [
 
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+version = "2.11.7"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -4081,14 +4313,14 @@ typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pydantic-xml"
-version = "2.17.1"
+version = "2.17.3"
 description = "pydantic xml extension"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
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 ]
 
 [package.dependencies]
@@ -4135,14 +4367,14 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "5.6.0"
+version = "5.9.0"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
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 python-versions = ">=3.8"
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 ]
 
 [package.extras]
@@ -4280,14 +4512,14 @@ six = ">=1.5"
 
 [[package]]
 name = "python-dotenv"
-version = "1.1.0"
+version = "1.1.1"
 description = "Read key-value pairs from a .env file and set them as environment variables"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.extras]
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 [[package]]
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-version = "2024.11.6"
+version = "2025.9.1"
 description = "Alternative regular expression module, to replace re."
 optional = false
-python-versions = ">=3.8"
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 [package.dependencies]
@@ -5076,27 +5339,27 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tokenizers"
-version = "0.21.1"
+version = "0.22.0"
 description = ""
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -5105,7 +5368,7 @@ huggingface-hub = ">=0.16.4,<1.0"
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
@@ -5131,38 +5394,38 @@ telegram = ["requests"]
 
 [[package]]
 name = "types-awscrt"
-version = "0.27.2"
+version = "0.27.6"
 description = "Type annotations and code completion for awscrt"
 optional = false
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 [[package]]
@@ -5194,13 +5457,14 @@ files = [
 
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+    {file = "wrapt-1.17.3-cp39-cp39-win_amd64.whl", hash = "sha256:1f23fa283f51c890eda8e34e4937079114c74b4c81d2b2f1f1d94948f5cc3d7f"},
+    {file = "wrapt-1.17.3-cp39-cp39-win_arm64.whl", hash = "sha256:24c2ed34dc222ed754247a2702b1e1e89fdbaa4016f324b4b8f1a802d4ffe87f"},
+    {file = "wrapt-1.17.3-py3-none-any.whl", hash = "sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22"},
+    {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"},
 ]
 
 [[package]]
@@ -5419,22 +5685,22 @@ files = [
 
 [[package]]
 name = "yara-x"
-version = "1.1.0"
+version = "1.5.0"
 description = "Python bindings for YARA-X"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "yara_x-1.1.0-cp38-abi3-macosx_10_12_x86_64.whl", hash = "sha256:d7befedea56d70d9a2426b9bed8dfa464ca0d78bfffafa89063163724448420b"},
-    {file = "yara_x-1.1.0-cp38-abi3-macosx_11_0_arm64.whl", hash = "sha256:7470c4568378b3d16cb5c06c1971b8dbf945b862f3490ba51952267b39ac1b4b"},
-    {file = "yara_x-1.1.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:df3ba8ab69440897e4f3d2c9d428ca1a7b32a5ac145237ec5c0a172b3392d617"},
-    {file = "yara_x-1.1.0-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:4fc11c2c26cc825e1c44a17d206fbd27bf778e114cc9a7e9dc3353d338dbf927"},
-    {file = "yara_x-1.1.0-cp38-abi3-win_amd64.whl", hash = "sha256:27ba2c6a6b9527921affeb6c8c5c4640c3e9b05793f7e5772b31dbc7141857ca"},
-    {file = "yara_x-1.1.0-pp310-pypy310_pp73-macosx_10_15_x86_64.whl", hash = "sha256:8dbc9615b85d4825e6e9d7a2af7c5ccf926bd3cd6809aaab2526cb0e2a1e6469"},
-    {file = "yara_x-1.1.0-pp310-pypy310_pp73-macosx_11_0_arm64.whl", hash = "sha256:491db9c26733d09aa4230c3836e5431022d6e270a278a23fdf7b62d37fbe9ca6"},
-    {file = "yara_x-1.1.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:8ab08d813feeb6e285225e601757fb60015e62529d4301e5c14a85e74dd9a1c3"},
-    {file = "yara_x-1.1.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:6ddc741fa190c9412976dd14e0ed39d0f5d5a4f2ebb186bc72b11c07a4830237"},
-    {file = "yara_x-1.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:bb332f5a26554d2777628b4b30f873abaae2f1e503b66541f4ae2e89c5926a74"},
+    {file = "yara_x-1.5.0-cp38-abi3-macosx_14_0_arm64.whl", hash = "sha256:6bd6e0e4263f6bb5ee995168e4c573343cfc8956d2904331deb8b9afd6d863e6"},
+    {file = "yara_x-1.5.0-cp38-abi3-macosx_14_0_x86_64.whl", hash = "sha256:3492d5e397d147d044b6cb7922f67ec5c05b999ff3af8164b232f830029e82a3"},
+    {file = "yara_x-1.5.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1d12faadf61640bbc7a6af58a3fe2b9e2f8e56a3dbab8fe82f75033a25b14d56"},
+    {file = "yara_x-1.5.0-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:63a64b6189d1248f14e0b2a51b197f5152644ae3d48c62944491328f05586c75"},
+    {file = "yara_x-1.5.0-cp38-abi3-win_amd64.whl", hash = "sha256:25750a06d92976194219ebaaf35d53c19167ef95cac7f3e5379d4b65127a9b40"},
+    {file = "yara_x-1.5.0-pp310-pypy310_pp73-macosx_14_0_arm64.whl", hash = "sha256:a52e498c70d2d9387e46282ea64b294ddbbeed860e3546db22b41d03a86e9cde"},
+    {file = "yara_x-1.5.0-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:101650f462b9e7864765ed0def56b89443715901435069202f6ffbdc2d5fc15c"},
+    {file = "yara_x-1.5.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:fe2ac71c0d6409ec9db5ac15f9b95fda691ba7df9f28fca5f6a42d34d8618463"},
+    {file = "yara_x-1.5.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:505a2b19a2c7ba5cb9fc20b55377d5f1e849c93a5e216fd520f70a96cd379a49"},
+    {file = "yara_x-1.5.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:427006cc7d53938a467951e16a82247a547211d8104fca013817a628be50dfaa"},
 ]
 
 [[package]]
@@ -5579,4 +5845,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "e39541f703abf195f73f47e34688c026447ad3df79a7268971372aee11420e6e"
+content-hash = "71884984e96e58368de974dfdffff871c6f7bbb14762bbc45d9f7fa10162d3df"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 9eeb8bb..e1b130b 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -24,6 +24,7 @@ pypdf = "^5.4.0"
 plyara = "^2.2.7"
 common = { path = "../../libs/common", develop = true }
 chromium = { path = "../../libs/chromium", develop = true }
+nemesis_dpapi = { path = "../../libs/nemesis_dpapi", develop = true }
 file_enrichment_modules = { path = "../../libs/file_enrichment_modules", develop = true }
 structlog = "^25.1.0"
 colorlog = "^6.9.0"

From 2404c8f9f36cba75f772c1a1bbe0c242e192193d Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 16:29:41 -0700
Subject: [PATCH 019/279] adjust for both backupkey formats

---
 libs/dpapi/dpapi/auto_decrypt.py              |  92 +++++-----
 libs/dpapi/dpapi/core.py                      |  11 +-
 libs/dpapi/dpapi/manager.py                   |   1 +
 .../examples/auto_masterkey_decrypt_demo.py   | 172 ++++++++++++++++++
 libs/dpapi/examples/masterkey_decrypt.py      |  85 +++++++++
 libs/dpapi/tests/test_core.py                 |  60 +++++-
 6 files changed, 369 insertions(+), 52 deletions(-)
 create mode 100644 libs/dpapi/examples/auto_masterkey_decrypt_demo.py
 create mode 100644 libs/dpapi/examples/masterkey_decrypt.py

diff --git a/libs/dpapi/dpapi/auto_decrypt.py b/libs/dpapi/dpapi/auto_decrypt.py
index b062390..e2f416b 100644
--- a/libs/dpapi/dpapi/auto_decrypt.py
+++ b/libs/dpapi/dpapi/auto_decrypt.py
@@ -28,15 +28,18 @@ class AutoDecryptionObserver(DpapiObserver):
     def update(self, event: DpapiEvent) -> None:
         """Handle DPAPI events, specifically new domain backup keys and encrypted masterkeys."""
         if isinstance(event, NewDomainBackupKeyEvent):
-            # Schedule decryption attempt using the new backup key
-            task = asyncio.create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
-            self._background_tasks.add(task)
-            task.add_done_callback(self._background_tasks.discard)
+            self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
         elif isinstance(event, NewEncryptedMasterKeyEvent):
-            # Schedule decryption attempt for the new masterkey using existing backup keys
-            task = asyncio.create_task(self._attempt_new_masterkey_decryption(event.masterkey_guid))
-            self._background_tasks.add(task)
-            task.add_done_callback(self._background_tasks.discard)
+            self._create_task(self._attempt_masterkey_decryption(event.masterkey_guid))
+
+    def _create_task(self, coroutine) -> None:
+        """Creates a background task and maintains a reference until its completion
+
+        The purpose of this is to maintain reference to the task so that the garbage collector
+        does not prematurely collect and destroy it."""
+        task = asyncio.create_task(coroutine)
+        self._background_tasks.add(task)
+        task.add_done_callback(self._background_tasks.discard)
 
     async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
         """Attempt to decrypt all masterkeys using the new backup key."""
@@ -95,51 +98,44 @@ class AutoDecryptionObserver(DpapiObserver):
             # Silently handle any errors during auto-decryption
             pass
 
-    async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
+    async def _attempt_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
-        try:
-            # Get the specific masterkey
-            masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
-            if not masterkey or masterkey.is_decrypted:
-                return  # Masterkey not found or already decrypted
 
-            # Check if encrypted_key_backup exists
-            if masterkey.encrypted_key_backup is None:
-                return  # Cannot decrypt without backup key data
+        masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
+        if not masterkey or masterkey.is_decrypted:
+            return  # Masterkey not found or already decrypted
 
-            # Get all existing backup keys
-            backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
-            if not backup_keys:
-                return  # No backup keys available
+        if masterkey.encrypted_key_backup is None:
+            return  # Cannot decrypt without backup key data
 
-            # Try to decrypt the masterkey with each backup key
-            for backup_key in backup_keys:
-                try:
-                    # Create a MasterKeyFile object for the domain backup key decrypt method
-                    masterkey_file = MasterKeyFile(
-                        version=0,
-                        modified=False,
-                        file_path=None,
-                        masterkey_guid=masterkey.guid,
-                        policy=MasterKeyPolicy.NONE,
-                        domain_backup_key=masterkey.encrypted_key_backup,
-                    )
+        backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
+        if not backup_keys:
+            return  # No backup keys available
 
-                    # Attempt decryption using the backup key
-                    result = backup_key.decrypt_masterkey_file(masterkey_file)
+        # Try to decrypt the masterkey with each backup key
+        for backup_key in backup_keys:
+            try:
+                # Create a MasterKeyFile object for the domain backup key decrypt method
+                masterkey_file = MasterKeyFile(
+                    version=0,
+                    modified=False,
+                    file_path=None,
+                    masterkey_guid=masterkey.guid,
+                    policy=MasterKeyPolicy.NONE,
+                    domain_backup_key=masterkey.encrypted_key_backup,
+                )
 
-                    if result:
-                        # Update the masterkey with decrypted data from the result MasterKey
-                        masterkey.plaintext_key = result.plaintext_key
-                        masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
-                        masterkey.backup_key_guid = result.backup_key_guid
-                        await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
-                        return  # Successfully decrypted, stop trying other keys
+                # Attempt decryption using the backup key
+                result = backup_key.decrypt_masterkey_file(masterkey_file)
 
-                except Exception:
-                    # Continue with other backup keys if one fails
-                    continue
+                if result:
+                    # Update the masterkey with decrypted data from the result MasterKey
+                    masterkey.plaintext_key = result.plaintext_key
+                    masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
+                    masterkey.backup_key_guid = result.backup_key_guid
+                    await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
+                    return  # Successfully decrypted, stop trying other keys
 
-        except Exception:
-            # Silently handle any errors during auto-decryption
-            pass
+            except Exception:
+                # Continue with other backup keys if one fails
+                continue
diff --git a/libs/dpapi/dpapi/core.py b/libs/dpapi/dpapi/core.py
index 8f3a798..dfc0bbf 100644
--- a/libs/dpapi/dpapi/core.py
+++ b/libs/dpapi/dpapi/core.py
@@ -337,7 +337,16 @@ class DomainBackupKey:
             # The buffer field contains the DPAPI_DOMAIN_RSA_MASTER_KEY header followed by the actual masterkey data
             # The actual masterkey data starts at offset 8 after the structure header
             buffer = domain_master_key["buffer"]
-            key_offset = 8  # Offset to skip the DPAPI_DOMAIN_RSA_MASTER_KEY structure header within the buffer
+
+            if len(decrypted_key) == 128:
+                key_offset = 8  # Offset to skip the DPAPI_DOMAIN_RSA_MASTER_KEY structure header within the buffer
+            elif len(decrypted_key) == 104:
+                key_offset = 0
+            else:
+                raise MasterKeyDecryptionError(
+                    f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
+                )
+
             plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
             plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
 
diff --git a/libs/dpapi/dpapi/manager.py b/libs/dpapi/dpapi/manager.py
index 856c3fd..b53f024 100644
--- a/libs/dpapi/dpapi/manager.py
+++ b/libs/dpapi/dpapi/manager.py
@@ -141,6 +141,7 @@ class DpapiManager(Publisher):
         try:
             if masterkey.plaintext_key is None:
                 raise MasterKeyNotDecryptedError(blob.masterkey_guid)
+
             return self._crypto.decrypt_blob(blob.raw_bytes, masterkey.plaintext_key)
         except Exception as e:
             raise DpapiBlobDecryptionError(str(e)) from e
diff --git a/libs/dpapi/examples/auto_masterkey_decrypt_demo.py b/libs/dpapi/examples/auto_masterkey_decrypt_demo.py
new file mode 100644
index 0000000..4e2dc3a
--- /dev/null
+++ b/libs/dpapi/examples/auto_masterkey_decrypt_demo.py
@@ -0,0 +1,172 @@
+"""Demo showing built-in auto-decryption functionality using test data."""
+
+import asyncio
+import base64
+import json
+from pathlib import Path
+from uuid import UUID
+
+from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from dpapi.repositories import MasterKeyFilter
+
+
+async def main():
+    """Demonstrate built-in auto-decryption feature with test data."""
+    print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
+
+    # Load test data fixtures
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+
+    # Load backup key from fixtures
+    with open(fixtures_path / "backupkey.json") as f:
+        backup_key_data = json.load(f)
+
+    # Load masterkey files
+    mk_domain_file = fixtures_path / "masterkey_domain.bin"
+    mk_local_file = fixtures_path / "masterkey_local.bin"
+
+    mk_domain = MasterKeyFile.parse(mk_domain_file)
+    mk_local = MasterKeyFile.parse(mk_local_file)
+
+    # Scenario 1: Add masterkeys first, then backup key
+    print("\n📋 Scenario 1: masterkeys added first, then backup key")
+    async with DpapiManager(storage_backend="memory") as dpapi:
+        # Add encrypted masterkeys first
+        print("\n1. Adding encrypted masterkeys...")
+
+        # Domain masterkey (ed93694f-5a6d-46e2-b821-219f2c0ecd4d)
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Local masterkey (387a062d-f8b6-4661-b2c5-eecbb9f80afb)
+        if mk_local.master_key and mk_local.backup_key:
+            await dpapi.add_encrypted_masterkey(
+                guid=mk_local.masterkey_guid,
+                encrypted_key_usercred=mk_local.master_key,
+                encrypted_key_backup=mk_local.backup_key,
+            )
+
+        # Check initial state
+        all_keys = await dpapi.get_all_masterkeys()
+        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
+
+        # Add the domain backup key - this should trigger automatic decryption
+        print("\n2. Adding domain backup key (should decrypt domain masterkey)...")
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi.add_domain_backup_key(backup_key)
+
+        # Give the background auto-decryption task a moment to complete
+        await asyncio.sleep(0.1)
+
+        # Check final state - should show more decrypted keys if auto-decryption worked
+        all_keys_final = await dpapi.get_all_masterkeys()
+        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
+
+        if len(decrypted_keys_final) > len(decrypted_keys):
+            print("✓ Auto-decryption successfully decrypted existing masterkeys!")
+            for mk in decrypted_keys_final:
+                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
+        else:
+            print("✗ No masterkeys were auto-decrypted")
+
+    # Scenario 2: Add backup key first, then masterkeys
+    print("\n📋 Scenario 2: backup key added first, then masterkeys")
+    async with DpapiManager(storage_backend="memory") as dpapi2:
+        # Add domain backup key first
+        print("\n3. Adding domain backup key first...")
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi2.add_domain_backup_key(backup_key)
+
+        # Check initial state (should have backup key but no masterkeys)
+        backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
+        all_keys_before = await dpapi2.get_all_masterkeys()
+        print(f"Initial state: {len(backup_keys)} backup keys, {len(all_keys_before)} masterkeys")
+
+        # Add masterkeys - these should be auto-decrypted using existing backup key
+        print("\n4. Adding masterkeys (should be auto-decrypted with existing backup key)...")
+
+        # Domain masterkey
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi2.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Local masterkey (won't be decrypted by domain backup key)
+        if mk_local.master_key and mk_local.backup_key:
+            await dpapi2.add_encrypted_masterkey(
+                guid=mk_local.masterkey_guid,
+                encrypted_key_usercred=mk_local.master_key,
+                encrypted_key_backup=mk_local.backup_key,
+            )
+
+        # Give the background auto-decryption task a moment to complete
+        await asyncio.sleep(0.1)
+
+        # Check final state
+        all_keys_after = await dpapi2.get_all_masterkeys()
+        decrypted_keys_after = await dpapi2.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
+
+        if len(decrypted_keys_after) > 0:
+            print("✓ Auto-decryption successfully decrypted new masterkeys!")
+            for mk in decrypted_keys_after:
+                print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
+        else:
+            print("✗ No masterkeys were auto-decrypted")
+
+    print("\n=== Comparison: Auto-decryption Disabled ===")
+
+    # Now demonstrate with auto-decryption disabled using data
+    async with DpapiManager(storage_backend="memory", auto_decrypt=False) as dpapi_no_auto:
+        print("\n5. Adding masterkeys with auto-decryption disabled...")
+
+        if mk_domain.master_key and mk_domain.domain_backup_key:
+            await dpapi_no_auto.add_encrypted_masterkey(
+                guid=mk_domain.masterkey_guid,
+                encrypted_key_usercred=mk_domain.master_key,
+                encrypted_key_backup=mk_domain.domain_backup_key,
+            )
+
+        # Check state before backup key
+        all_keys_before = await dpapi_no_auto.get_all_masterkeys()
+        decrypted_keys_before = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
+
+        # Add backup key - should NOT trigger auto-decryption
+        backup_key_disabled = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+        await dpapi_no_auto.add_domain_backup_key(backup_key_disabled)
+        await asyncio.sleep(0.1)
+
+        # Check state after backup key
+        all_keys_after = await dpapi_no_auto.get_all_masterkeys()
+        decrypted_keys_after = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
+
+        if len(decrypted_keys_after) == len(decrypted_keys_before):
+            print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
+
+    print("DONE!")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/libs/dpapi/examples/masterkey_decrypt.py b/libs/dpapi/examples/masterkey_decrypt.py
new file mode 100644
index 0000000..a054831
--- /dev/null
+++ b/libs/dpapi/examples/masterkey_decrypt.py
@@ -0,0 +1,85 @@
+"""Test auto-decryption with DPAPI data."""
+
+import asyncio
+import base64
+import json
+from pathlib import Path
+from uuid import UUID
+
+from dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from dpapi.repositories import MasterKeyFilter
+
+
+async def main():
+    """Test auto-decryption with fixtures."""
+    print("=== Testing Auto-Decryption ===")
+
+    # Load test data that's in the project
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+    backup_key_path = fixtures_path / "backupkey.json"
+    masterkey_path = fixtures_path / "masterkey_domain.bin"
+
+    # Load backup key from JSON
+    with open(backup_key_path) as f:
+        backup_key_data = json.load(f)
+
+    # Parse the masterkey file
+    masterkey_file = MasterKeyFile.parse(masterkey_path)
+
+    async with DpapiManager(storage_backend="memory") as dpapi:
+        print("1. Adding encrypted masterkey...")
+
+        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
+            print("✗ Failed to load masterkey file")
+            return
+
+        # Add the masterkey with domain backup encryption
+        await dpapi.add_encrypted_masterkey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,  # Won't decrypt without user creds
+            encrypted_key_backup=masterkey_file.domain_backup_key,  # Should decrypt with backup key
+        )
+
+        # Check initial state
+        all_keys = await dpapi.get_all_masterkeys()
+        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
+
+        print("2. Adding domain backup key...")
+
+        # Create DomainBackupKey from fixture
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        # Add the backup key - should trigger auto-decryption
+        await dpapi.add_domain_backup_key(backup_key)
+
+        # Give auto-decryption a moment to work
+        await asyncio.sleep(0.1)
+
+        # Check final state
+        all_keys_final = await dpapi.get_all_masterkeys()
+        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
+
+        if len(decrypted_keys_final) > 0:
+            print("✓ Auto-decryption successfully decrypted masterkey!")
+
+            # Verify the decrypted key
+            decrypted_mk = decrypted_keys_final[0]
+            print(f"Decrypted masterkey GUID: {decrypted_mk.guid}")
+            print(f"Plaintext key length: {len(decrypted_mk.plaintext_key) if decrypted_mk.plaintext_key else 0}")
+            print(f"SHA1 key length: {len(decrypted_mk.plaintext_key_sha1) if decrypted_mk.plaintext_key_sha1 else 0}")
+            print(f"Backup key GUID: {decrypted_mk.backup_key_guid}")
+
+            if decrypted_mk.plaintext_key_sha1:
+                print(f"Plaintext: {decrypted_mk.plaintext_key_sha1.hex()}")
+        else:
+            print("✗ Auto-decryption failed to decrypt masterkey")
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/libs/dpapi/tests/test_core.py b/libs/dpapi/tests/test_core.py
index c85e244..ac8e63a 100644
--- a/libs/dpapi/tests/test_core.py
+++ b/libs/dpapi/tests/test_core.py
@@ -1,5 +1,6 @@
 """Tests for DPAPI core models."""
 
+import asyncio
 import base64
 import json
 from pathlib import Path
@@ -8,6 +9,7 @@ from uuid import UUID
 import pytest
 from dpapi.core import Blob, DomainBackupKey, MasterKeyFile, MasterKeyPolicy
 from dpapi.crypto import MasterKeyDecryptionError
+from dpapi.manager import DpapiManager
 
 
 class TestMasterKeyFile:
@@ -226,10 +228,10 @@ class TestDomainBackupKey:
         assert backup_key.key_data == key_data
         assert backup_key.domain_controller is None
 
-    def test_decrypt_masterkey_file_with_backup_key(self):
+    def test_decrypt_masterkey_file_with_backup_key(self, get_file_path):
         """Test decrypting a domain masterkey file using backup key."""
         # Load the backup key from fixtures
-        backupkey_file = Path("tests/fixtures/backupkey.json")
+        backupkey_file = get_file_path("backupkey.json")
         with open(backupkey_file) as f:
             backupkey_data = json.load(f)
 
@@ -241,7 +243,7 @@ class TestDomainBackupKey:
         )
 
         # Load the domain masterkey file
-        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
 
         # Decrypt the masterkey
         decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
@@ -261,6 +263,58 @@ class TestDomainBackupKey:
         assert decrypted_masterkey.plaintext_key.hex() == masterkey_bytes
         assert decrypted_masterkey.plaintext_key_sha1.hex() == masterkey_sha1_hash
 
+    @pytest.mark.asyncio
+    async def test_decrypt_masterkey_file_with_backup_key_oldformat(self, get_file_path):
+        """Test decrypting a domain masterkey file using backup key."""
+        # Load the backup key from fixtures
+        backupkey_file = get_file_path("old/dpapi_domain_backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        # Create DomainBackupKey from the fixture data
+        backup_key = DomainBackupKey(
+            guid=UUID(backupkey_data["domain_backupkey_guid"]),
+            key_data=base64.b64decode(backupkey_data["domain_backupkey_b64"]),
+            domain_controller=backupkey_data["domain_controller"],
+        )
+
+        # Load the domain masterkey file
+        masterkey_file = MasterKeyFile.parse(get_file_path("old/ab998260-e99d-4871-8f4b-d922b2848ce6"))
+
+        # Decrypt the masterkey
+        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+
+        # Verify decryption succeeded
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert decrypted_masterkey.backup_key_guid == backup_key.guid
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+
+        assert (
+            masterkey_file is not None
+            and masterkey_file.master_key is not None
+            and masterkey_file.domain_backup_key is not None
+        )
+
+        manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
+        await manager.add_domain_backup_key(backup_key)
+        await manager.add_encrypted_masterkey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+            encrypted_key_backup=masterkey_file.domain_backup_key,
+        )
+        blob = Blob.parse(get_file_path("old/dpapi_blob.bin"))
+
+        assert blob.masterkey_guid == masterkey_file.masterkey_guid
+
+        await asyncio.sleep(0.5)  # Give auto-decryption a moment to complete
+
+        decrypted = await manager.decrypt_blob(blob)
+        assert decrypted == b"This is a test."  # Adjusted expected value
+
     def test_decrypt_masterkey_file_no_domain_key(self):
         """Test decrypting a masterkey file without domain backup key raises exception."""
         from uuid import uuid4

From f8c1ea9b20f81eddfd4010d148008f37b1a0552c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 16:30:10 -0700
Subject: [PATCH 020/279] rename example

---
 .../{auto_masterkey_decrypt_demo.py => masterkey_auto_decrypt.py} | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename libs/dpapi/examples/{auto_masterkey_decrypt_demo.py => masterkey_auto_decrypt.py} (100%)

diff --git a/libs/dpapi/examples/auto_masterkey_decrypt_demo.py b/libs/dpapi/examples/masterkey_auto_decrypt.py
similarity index 100%
rename from libs/dpapi/examples/auto_masterkey_decrypt_demo.py
rename to libs/dpapi/examples/masterkey_auto_decrypt.py

From 1b0213b64908217c084659c56816d938ff156f70 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 17:10:39 -0700
Subject: [PATCH 021/279] type/lint errors

---
 libs/nemesis_dpapi/.vscode/settings.json |  7 +++++--
 libs/nemesis_dpapi/tests/test_core.py    |  1 -
 libs/nemesis_dpapi/tests/test_crypto.py  | 11 +++++------
 pyproject.toml                           |  1 +
 4 files changed, 11 insertions(+), 9 deletions(-)

diff --git a/libs/nemesis_dpapi/.vscode/settings.json b/libs/nemesis_dpapi/.vscode/settings.json
index b62d222..5c56e95 100644
--- a/libs/nemesis_dpapi/.vscode/settings.json
+++ b/libs/nemesis_dpapi/.vscode/settings.json
@@ -7,11 +7,14 @@
     },
     "[python]": {
         "editor.formatOnSave": true,
+        "editor.formatOnSaveMode": "file",
+        "editor.defaultFormatter": "charliermarsh.ruff",
+        "editor.tabSize": 4,
+        "editor.insertSpaces": true,
         "editor.codeActionsOnSave": {
             "source.fixAll": "explicit",
             "source.organizeImports": "explicit"
-        },
-        "editor.defaultFormatter": "charliermarsh.ruff"
+        }
     },
     "autoDocstring.docstringFormat": "google",
     "editor.formatOnSave": true,
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 832322e..6faf1e0 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -7,7 +7,6 @@ from pathlib import Path
 from uuid import UUID
 
 import pytest
-
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
 from nemesis_dpapi.core import MasterKeyPolicy
 from nemesis_dpapi.crypto import MasterKeyDecryptionError
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index bac2287..6d48415 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -3,7 +3,6 @@
 from uuid import UUID
 
 import pytest
-
 from nemesis_dpapi.core import Blob
 from nemesis_dpapi.crypto import (
     CredKey,
@@ -411,24 +410,24 @@ class TestBlobParse:
 
         # GUIDs
         assert blob.provider_guid.bytes_le == blob_impacket["GuidCredential"]
-        assert str(blob.provider_guid).lower() == blob_dpapick.provider.lower()
+        assert str(blob.provider_guid).lower() == blob_dpapick.provider.lower()  # type: ignore
         assert blob.masterkey_guid.bytes_le == blob_impacket["GuidMasterKey"]
-        assert str(blob.masterkey_guid).lower() == blob_dpapick.mkguid.lower()
+        assert str(blob.masterkey_guid).lower() == blob_dpapick.mkguid.lower()  # type: ignore
 
         # Description (handle null-terminated UTF-16LE strings)
         impacket_desc = blob_impacket["Description"].decode("utf-16le").rstrip("\x00")
         assert blob.description == impacket_desc
 
         if blob_dpapick.description != b"\x00":
-            dpapick_desc = blob_dpapick.description.decode("utf-16le").rstrip("\x00")
+            dpapick_desc = blob_dpapick.description.decode("utf-16le").rstrip("\x00")  # type: ignore
             assert blob.description == dpapick_desc
 
         # Encryption algorithm
-        assert blob.encryption_algorithm_id == blob_impacket["CryptAlgo"] == blob_dpapick.cipherAlgo.algnum
+        assert blob.encryption_algorithm_id == blob_impacket["CryptAlgo"] == blob_dpapick.cipherAlgo.algnum  # type: ignore
         assert blob.encryption_algorithm_key_size == blob_impacket["CryptAlgoLen"]
 
         # MAC algorithm
-        assert blob.mac_algorithm_id == blob_impacket["HashAlgo"] == blob_dpapick.hashAlgo.algnum
+        assert blob.mac_algorithm_id == blob_impacket["HashAlgo"] == blob_dpapick.hashAlgo.algnum  # type: ignore
         assert blob.mac_algorithm_key_size == blob_impacket["HashAlgoLen"]
 
         # Data
diff --git a/pyproject.toml b/pyproject.toml
index 3504f20..d4d516e 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,6 +22,7 @@ exclude = [
     "dist",
     "node_modules",
     "venv",
+    "dpapi_blob.py"
 ]
 
 line-length = 120

From a37cb5bdab15dcf87d81ea0b27841d7d528cd165 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 3 Sep 2025 18:40:24 -0700
Subject: [PATCH 022/279] Fix for linked files

-Fix for linked files (prevent overwrite of already collected files)
---
 .../file_enrichment/file_linking/database_service.py   | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/file_linking/database_service.py b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
index 04f6dc1..26df551 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/database_service.py
+++ b/projects/file_enrichment/file_enrichment/file_linking/database_service.py
@@ -52,8 +52,14 @@ class FileLinkingDatabaseService:
                             INSERT INTO file_listings (source, path, object_id, status)
                             VALUES (%s, %s, %s, %s)
                             ON CONFLICT (source, path_lower) DO UPDATE SET
-                                object_id = EXCLUDED.object_id,
-                                status = EXCLUDED.status,
+                                object_id = CASE 
+                                    WHEN file_listings.status = 'collected' THEN file_listings.object_id
+                                    ELSE EXCLUDED.object_id
+                                END,
+                                status = CASE 
+                                    WHEN file_listings.status = 'collected' THEN file_listings.status
+                                    ELSE EXCLUDED.status
+                                END,
                                 updated_at = CURRENT_TIMESTAMP
                         """
 

From c69624b342e7ac4a67c44b597ef0d8798777cd64 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 3 Sep 2025 18:40:47 -0700
Subject: [PATCH 023/279] Add linked files to FileViewer

-Add linked files to FileViewer
---
 .../src/components/FileViewer/FileViewer.jsx  |   6 +
 .../FileViewer/LinkedFilesSection.jsx         | 342 ++++++++++++++++++
 2 files changed, 348 insertions(+)
 create mode 100644 projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx

diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index abd2e05..930fd0d 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -15,6 +15,7 @@ import { Archive, ArrowLeft, ChevronDown, Database, Download, Eye, File, FileTex
 import { default as React, useEffect, useRef, useState } from 'react';
 import { useLocation, useNavigate, useParams } from 'react-router-dom';
 import FileDetailsSection from './FileDetailsSection';
+import LinkedFilesSection from './LinkedFilesSection';
 import EnrichmentStatusSection from './EnrichmentStatusSection';
 import { getMonacoLanguage } from './languageMap';
 import CsvViewer from './CsvViewer';
@@ -1414,6 +1415,11 @@ useEffect(() => {
         </Card>
       </div>
 
+      <LinkedFilesSection 
+        filePath={fileData?.path}
+        source={fileData?.source}
+      />
+
       <EnrichmentStatusSection objectId={objectId} />
 
       {/* Confirmation Dialog */}
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
new file mode 100644
index 0000000..909a430
--- /dev/null
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -0,0 +1,342 @@
+import {
+  Card,
+  CardContent,
+  CardDescription,
+  CardHeader,
+  CardTitle,
+} from "@/components/ui/card";
+import { ExternalLink, FileText } from 'lucide-react';
+import { useEffect, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+
+const LinkedFilesSection = ({ filePath, source }) => {
+  const [linkedFiles, setLinkedFiles] = useState([]);
+  const [fileStatusMap, setFileStatusMap] = useState(new Map());
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const navigate = useNavigate();
+
+  useEffect(() => {
+    if (!filePath || !source) {
+      setLoading(false);
+      return;
+    }
+
+    const fetchLinkedFiles = async () => {
+      try {
+        // Normalize path by replacing backslashes with forward slashes
+        const normalizedFilePath = filePath.replace(/\\/g, '/');
+
+        // Debug: log what we're searching for
+        console.log('LinkedFiles: Original filePath:', filePath);
+        console.log('LinkedFiles: Normalized filePath:', normalizedFilePath, 'source:', source);
+        console.log('LinkedFiles: Component props - filePath type:', typeof filePath, 'source type:', typeof source);
+
+        const query = {
+          query: `
+            query GetLinkedFiles($filePath: String!, $normalizedFilePath: String!, $source: String!) {
+              file_linkings(where: {
+                _and: [
+                  { source: { _eq: $source } },
+                  { _or: [
+                    { file_path_1: { _eq: $filePath } },
+                    { file_path_2: { _eq: $filePath } },
+                    { file_path_1: { _eq: $normalizedFilePath } },
+                    { file_path_2: { _eq: $normalizedFilePath } }
+                  ]}
+                ]
+              }) {
+                linking_id
+                file_path_1
+                file_path_2
+                link_type
+                created_at
+              }
+            }
+          `,
+          variables: { filePath: filePath, normalizedFilePath: normalizedFilePath, source }
+        };
+
+        const response = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(query)
+        });
+
+        if (!response.ok) {
+          throw new Error('Network response was not ok');
+        }
+
+        const result = await response.json();
+        if (result.errors) {
+          throw new Error(result.errors[0].message);
+        }
+
+        const linkedFilesResult = result.data.file_linkings || [];
+        
+        console.log('LinkedFiles: Query result:', linkedFilesResult);
+        
+        // Now fetch file status for each linked file
+        const statusMap = new Map();
+        
+        if (linkedFilesResult.length > 0) {
+          // Collect all unique linked file paths
+          const linkedPaths = new Set();
+          linkedFilesResult.forEach(linking => {
+            const normalizedCurrentPath = normalizedFilePath;
+            const originalCurrentPath = filePath;
+            const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
+            const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
+            
+            // Add the path that's not the current file (check both original and normalized)
+            if (linking.file_path_1 !== originalCurrentPath && normalizedPath1 !== normalizedCurrentPath) {
+              linkedPaths.add(linking.file_path_1);
+            }
+            if (linking.file_path_2 !== originalCurrentPath && normalizedPath2 !== normalizedCurrentPath) {
+              linkedPaths.add(linking.file_path_2);
+            }
+          });
+          
+          console.log('LinkedFiles: Linked paths to check status for:', Array.from(linkedPaths));
+          console.log('LinkedFiles: Current file path (normalized):', normalizedFilePath);
+          
+          // Query file status for each linked path - also include normalized versions
+          const allPathsToCheck = new Set();
+          linkedPaths.forEach(path => {
+            allPathsToCheck.add(path);
+            allPathsToCheck.add(path.replace(/\\/g, '/'));
+          });
+          
+          const statusQuery = {
+            query: `
+              query GetFileStatuses($paths: [String!]!, $source: String!) {
+                file_listings(where: {
+                  _and: [
+                    { source: { _eq: $source } },
+                    { path: { _in: $paths } }
+                  ]
+                }) {
+                  path
+                  status
+                  object_id
+                }
+              }
+            `,
+            variables: { paths: Array.from(allPathsToCheck), source }
+          };
+          
+          const statusResponse = await fetch('/hasura/v1/graphql', {
+            method: 'POST',
+            headers: {
+              'Content-Type': 'application/json',
+              'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+            },
+            body: JSON.stringify(statusQuery)
+          });
+          
+          if (statusResponse.ok) {
+            const statusResult = await statusResponse.json();
+            if (!statusResult.errors) {
+              const fileListingsResult = statusResult.data.file_listings || [];
+              
+              // Create status map with both normalized and original path keys
+              fileListingsResult.forEach(file => {
+                const normalizedPath = file.path.replace(/\\/g, '/');
+                const fileInfo = {
+                  status: file.status,
+                  object_id: file.object_id
+                };
+                
+                // Store with both original and normalized paths as keys
+                statusMap.set(file.path, fileInfo);
+                statusMap.set(normalizedPath, fileInfo);
+              });
+              
+              console.log('LinkedFiles: Status query result:', fileListingsResult);
+              console.log('LinkedFiles: Status map:', statusMap);
+              
+              // Debug: Check what paths we're actually looking for vs what we got
+              Array.from(linkedPaths).forEach(path => {
+                const normalizedPath = path.replace(/\\/g, '/');
+                const found = statusMap.get(path) || statusMap.get(normalizedPath);
+                console.log(`LinkedFiles: Path "${path}" (normalized: "${normalizedPath}") -> Status:`, found);
+              });
+            }
+          }
+        }
+        
+        setLinkedFiles(linkedFilesResult);
+        setFileStatusMap(statusMap);
+      } catch (err) {
+        setError(err.message);
+        console.error('Error fetching linked files:', err);
+      } finally {
+        setLoading(false);
+      }
+    };
+
+    fetchLinkedFiles();
+  }, [filePath, source]);
+
+  const handleFileClick = async (targetPath, linkInfo) => {
+    try {
+      if (linkInfo?.status === 'collected' && linkInfo?.object_id) {
+        // File is collected and has an object_id, navigate directly
+        navigate(`/files/${linkInfo.object_id}`, {
+          state: { from: 'file' }
+        });
+      } else {
+        console.log('Linked file not collected or not available:', targetPath, 'status:', linkInfo?.status);
+      }
+    } catch (err) {
+      console.error('Error navigating to linked file:', err);
+    }
+  };
+
+  const getLinkedFilePath = (linking, currentPath) => {
+    // Normalize both paths for comparison
+    const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
+    const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
+    const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
+    
+    return normalizedPath1 === normalizedCurrentPath ? linking.file_path_2 : linking.file_path_1;
+  };
+
+  const getRelationshipDirection = (linking, currentPath) => {
+    // Normalize both paths for comparison
+    const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
+    const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
+    
+    return normalizedPath1 === normalizedCurrentPath ? 'outbound' : 'inbound';
+  };
+
+  if (loading) {
+    return (
+      <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
+        <CardHeader className="pb-4">
+          <CardTitle className="text-gray-900 dark:text-gray-100">Linked Files</CardTitle>
+        </CardHeader>
+        <CardContent>
+          <div className="flex justify-center py-4">
+            <div className="animate-spin rounded-full h-6 w-6 border-b-2 border-blue-600 dark:border-blue-400"></div>
+          </div>
+        </CardContent>
+      </Card>
+    );
+  }
+
+  if (error) {
+    return (
+      <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
+        <CardHeader className="pb-4">
+          <CardTitle className="text-gray-900 dark:text-gray-100">Linked Files</CardTitle>
+        </CardHeader>
+        <CardContent>
+          <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg">
+            <p className="text-red-600 dark:text-red-400 text-sm">Error loading linked files: {error}</p>
+          </div>
+        </CardContent>
+      </Card>
+    );
+  }
+
+  if (linkedFiles.length === 0) {
+    return null;
+  }
+
+  return (
+    <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
+      <CardHeader className="pb-4">
+        <CardTitle className="text-gray-900 dark:text-gray-100 flex items-center gap-2">
+          Linked Files
+          <span className="bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200 text-xs px-2 py-1 rounded-full">
+            {linkedFiles.length}
+          </span>
+        </CardTitle>
+      </CardHeader>
+      <CardContent>
+        <div className="space-y-3">
+          {linkedFiles.map((linking) => {
+            const linkedPath = getLinkedFilePath(linking, filePath);
+            const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
+            const direction = getRelationshipDirection(linking, filePath);
+            const fileName = linkedPath.split(/[\/\\]/).pop() || linkedPath;
+            
+            // Get file status info - try both normalized and original path
+            let fileInfo = fileStatusMap.get(normalizedLinkedPath) || fileStatusMap.get(linkedPath);
+            const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
+
+            return (
+              <div
+                key={linking.linking_id}
+                className={`flex items-start justify-between p-3 rounded-lg transition-colors ${
+                  isCollected 
+                    ? 'bg-green-50 dark:bg-green-900/20 hover:bg-green-100 dark:hover:bg-green-900/30 border border-green-200 dark:border-green-800' 
+                    : 'bg-gray-50 dark:bg-gray-800 hover:bg-gray-100 dark:hover:bg-gray-700'
+                }`}
+              >
+                <div className="flex items-start space-x-3 flex-1 min-w-0">
+                  <FileText className={`w-4 h-4 mt-1 flex-shrink-0 ${
+                    isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
+                  }`} />
+                  <div className="flex-1 min-w-0">
+                    <div className="flex items-center gap-2 flex-wrap">
+                      <p className={`text-sm font-medium truncate ${
+                        isCollected ? 'text-green-900 dark:text-green-100' : 'text-gray-900 dark:text-gray-100'
+                      }`}>
+                        {fileName}
+                      </p>
+                      {linking.link_type && (
+                        <span className="bg-gray-200 dark:bg-gray-600 text-gray-700 dark:text-gray-300 text-xs px-2 py-1 rounded">
+                          {linking.link_type}
+                        </span>
+                      )}
+                      <span className={`text-xs px-2 py-1 rounded ${
+                        direction === 'outbound'
+                          ? 'bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200'
+                          : 'bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200'
+                      }`}>
+                        {direction}
+                      </span>
+                      {fileInfo && (
+                        <span className={`text-xs px-2 py-1 rounded ${
+                          isCollected 
+                            ? 'bg-green-200 dark:bg-green-800 text-green-900 dark:text-green-100'
+                            : fileInfo.status === 'needs_to_be_collected'
+                              ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
+                              : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
+                        }`}>
+                          {fileInfo.status.replace(/_/g, ' ')}
+                        </span>
+                      )}
+                    </div>
+                    <p className="text-xs text-gray-500 dark:text-gray-400 truncate mt-1">
+                      {linkedPath}
+                    </p>
+                  </div>
+                </div>
+                <button
+                  onClick={() => handleFileClick(linkedPath, fileInfo)}
+                  className={`flex items-center justify-center p-1 transition-colors flex-shrink-0 ml-2 ${
+                    isCollected 
+                      ? 'text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer'
+                      : 'text-gray-400 cursor-not-allowed'
+                  }`}
+                  title={isCollected ? "Navigate to linked file" : `File not available (${fileInfo?.status || 'unknown status'})`}
+                  disabled={!isCollected}
+                >
+                  <ExternalLink className="w-4 h-4" />
+                </button>
+              </div>
+            );
+          })}
+        </div>
+      </CardContent>
+    </Card>
+  );
+};
+
+export default LinkedFilesSection;
\ No newline at end of file

From 78031c581f0f1155fa4ef4a279f1d55b691ae589 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 3 Sep 2025 18:41:37 -0700
Subject: [PATCH 024/279] Start of Dpapi frontend page

-Start of Dpapi frontend page
---
 projects/frontend/src/App.jsx                 |   6 +-
 .../frontend/src/components/Dpapi/Dpapi.jsx   |  52 ++++
 .../Dpapi/DpapiDomainBackupKeys.jsx           |  23 ++
 .../src/components/Dpapi/DpapiMasterKeys.jsx  |  23 ++
 .../Dpapi/DpapiSubmitCredential.jsx           | 235 ++++++++++++++++++
 5 files changed, 338 insertions(+), 1 deletion(-)
 create mode 100644 projects/frontend/src/components/Dpapi/Dpapi.jsx
 create mode 100644 projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
 create mode 100644 projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
 create mode 100644 projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx

diff --git a/projects/frontend/src/App.jsx b/projects/frontend/src/App.jsx
index d6f72f7..6fb49ac 100644
--- a/projects/frontend/src/App.jsx
+++ b/projects/frontend/src/App.jsx
@@ -9,6 +9,7 @@ import {
   FileText,
   FolderTree,
   HelpCircle,
+  Key,
   LayoutDashboard,
   Search,
   Settings,
@@ -41,6 +42,7 @@ import Containers from './components/Containers/Containers';
 import AgentsPage from './components/Agents/AgentsPage';
 import FileBrowser from './components/FileBrowser/FileBrowser';
 import Chromium from './components/Chromium/Chromium';
+import Dpapi from './components/Dpapi/Dpapi';
 
 // Assets
 import logoDark from './img/nemesis_logo_dark.png';
@@ -181,9 +183,10 @@ const Sidebar = ({ onCollapse }) => {
     { id: 'dashboard', label: 'Dashboard', icon: LayoutDashboard, path: '/' },
     { id: 'upload', label: 'File Upload', icon: Upload, path: '/upload' },
     { id: 'files', label: 'Files', icon: FileText, path: '/files' },
+    { id: 'findings', label: `Findings - ${findingsCount} Untriaged`, icon: Siren, path: '/findings', count: findingsCount },
     { id: 'file-browser', label: 'File Browser', icon: FolderTree, path: '/file-browser' },
     { id: 'chromium', label: 'Chromium', icon: Globe, path: '/chromium' },
-    { id: 'findings', label: `Findings - ${findingsCount} Untriaged`, icon: Siren, path: '/findings', count: findingsCount },
+    { id: 'dpapi', label: 'Dpapi', icon: Key, path: '/dpapi' },
     { id: 'search', label: 'Document Search', icon: Search, path: '/search' },
     { id: 'yara', label: 'Yara Rules', icon: FileSearch, path: '/yara-rules' },
     { id: 'containers', label: 'Containers', icon: FileArchive, path: '/containers' }
@@ -358,6 +361,7 @@ const App = () => {
                       <Route path="/search" element={<DocumentSearch />} />
                       <Route path="/findings" element={<FindingsListContainer />} />
                       <Route path="/chromium" element={<Chromium />} />
+                      <Route path="/dpapi" element={<Dpapi />} />
                       <Route path="/yara-rules" element={<YaraRulesManager />} />
                       <Route path="/containers" element={<Containers />} />
                       <Route path="/agents" element={<AgentsPage />} />
diff --git a/projects/frontend/src/components/Dpapi/Dpapi.jsx b/projects/frontend/src/components/Dpapi/Dpapi.jsx
new file mode 100644
index 0000000..1fdd11d
--- /dev/null
+++ b/projects/frontend/src/components/Dpapi/Dpapi.jsx
@@ -0,0 +1,52 @@
+import React, { useState } from 'react';
+import DpapiMasterKeys from './DpapiMasterKeys';
+import DpapiDomainBackupKeys from './DpapiDomainBackupKeys';
+import DpapiSubmitCredential from './DpapiSubmitCredential';
+
+const Dpapi = () => {
+  const [activeTab, setActiveTab] = useState('masterKeys');
+
+  const tabs = [
+    { id: 'masterKeys', label: 'Master Keys', component: DpapiMasterKeys },
+    { id: 'domainBackupKeys', label: 'Domain Backup Keys', component: DpapiDomainBackupKeys },
+    { id: 'submitCredential', label: 'Submit Credential Material', component: DpapiSubmitCredential }
+  ];
+
+  const ActiveComponent = tabs.find(tab => tab.id === activeTab)?.component;
+
+  const handleTabChange = (tabId) => {
+    setActiveTab(tabId);
+  };
+
+  return (
+    <div className="bg-white dark:bg-dark-secondary rounded-lg shadow">
+      {/* Tab Headers */}
+      <div className="border-b dark:border-gray-700">
+        <div className="flex justify-between items-center px-6 py-3">
+          <nav className="-mb-px flex space-x-8">
+            {tabs.map((tab) => (
+              <button
+                key={tab.id}
+                onClick={() => handleTabChange(tab.id)}
+                className={`py-2 px-1 border-b-2 font-medium text-sm transition-colors ${
+                  activeTab === tab.id
+                    ? 'border-blue-500 text-blue-600 dark:text-blue-400'
+                    : 'border-transparent text-gray-500 hover:text-gray-700 hover:border-gray-300 dark:text-gray-400 dark:hover:text-gray-200'
+                }`}
+              >
+                {tab.label}
+              </button>
+            ))}
+          </nav>
+        </div>
+      </div>
+
+      {/* Tab Content */}
+      <div className="p-0">
+        {ActiveComponent && <ActiveComponent />}
+      </div>
+    </div>
+  );
+};
+
+export default Dpapi;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
new file mode 100644
index 0000000..083dbbd
--- /dev/null
+++ b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
@@ -0,0 +1,23 @@
+import React from 'react';
+import { AlertTriangle } from 'lucide-react';
+
+const DpapiDomainBackupKeys = () => {
+  return (
+    <div className="p-6">
+      {/* Placeholder content */}
+      <div className="flex items-center justify-center h-64 border-2 border-dashed border-gray-300 dark:border-gray-600 rounded-lg">
+        <div className="text-center">
+          <AlertTriangle className="mx-auto h-12 w-12 text-gray-400 dark:text-gray-500" />
+          <h3 className="mt-2 text-sm font-medium text-gray-900 dark:text-gray-100">
+            Domain Backup Keys
+          </h3>
+          <p className="mt-1 text-sm text-gray-500 dark:text-gray-400">
+            This will display data from <code>dpapi.domain_backup_keys</code> table when available.
+          </p>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default DpapiDomainBackupKeys;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
new file mode 100644
index 0000000..f817689
--- /dev/null
+++ b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
@@ -0,0 +1,23 @@
+import React from 'react';
+import { AlertTriangle } from 'lucide-react';
+
+const DpapiMasterKeys = () => {
+  return (
+    <div className="p-6">
+      {/* Placeholder content */}
+      <div className="flex items-center justify-center h-64 border-2 border-dashed border-gray-300 dark:border-gray-600 rounded-lg">
+        <div className="text-center">
+          <AlertTriangle className="mx-auto h-12 w-12 text-gray-400 dark:text-gray-500" />
+          <h3 className="mt-2 text-sm font-medium text-gray-900 dark:text-gray-100">
+            Master Keys
+          </h3>
+          <p className="mt-1 text-sm text-gray-500 dark:text-gray-400">
+            This will display data from <code>dpapi.masterkeys</code> table when available.
+          </p>
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default DpapiMasterKeys;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
new file mode 100644
index 0000000..9eb3a43
--- /dev/null
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -0,0 +1,235 @@
+import React, { useState } from 'react';
+import { ChevronDown, Send, CheckCircle, XCircle } from 'lucide-react';
+
+const DpapiSubmitCredential = () => {
+  const [credentialType, setCredentialType] = useState('password');
+  const [credentialValue, setCredentialValue] = useState('');
+  const [userSid, setUserSid] = useState('');
+  const [isSubmitting, setIsSubmitting] = useState(false);
+  const [message, setMessage] = useState({ type: '', text: '' });
+
+  const credentialTypes = [
+    {
+      value: 'password',
+      label: 'Password',
+      placeholder: 'Password123!',
+      apiType: 'password'
+    },
+    {
+      value: 'ntlm_hash',
+      label: 'NTLM hash',
+      placeholder: '2B576ACBE6BCFDA7294D6BD18041B8FE',
+      apiType: 'ntlm_hash'
+    },
+    {
+      value: 'cred_key',
+      label: 'Cred Key',
+      placeholder: '9c457aaadf804b08db137f1bc40dcc46',
+      apiType: 'cred_key'
+    },
+    {
+      value: 'domain_backup_key',
+      label: 'Domain Backup Key',
+      placeholder: 'AgAAAAAAAAAAAAAANgBjADIAYg... (base64(pvk))',
+      apiType: 'domain_backup_key'
+    },
+    {
+      value: 'dec_master_key',
+      label: 'Decrypted Master Key',
+      placeholder: '{6d2bd107-a942-4c0d-bf2a-8b3d1264cf73}:0826EC6BC801252E401902AB09FE1068052D07001',
+      apiType: 'dec_master_key'
+    }
+  ];
+
+  const selectedType = credentialTypes.find(type => type.value === credentialType);
+  const requiresUserSid = ['password', 'ntlm_hash', 'cred_key'].includes(credentialType);
+
+  const handleSubmit = async (e) => {
+    e.preventDefault();
+    
+    if (!credentialValue.trim()) {
+      setMessage({ type: 'error', text: 'Please enter a credential value' });
+      return;
+    }
+
+    if (requiresUserSid && !userSid.trim()) {
+      setMessage({ type: 'error', text: 'Please enter a User SID' });
+      return;
+    }
+
+    setIsSubmitting(true);
+    setMessage({ type: '', text: '' });
+
+    try {
+      const response = await fetch('/api/dpapi/credentials', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: JSON.stringify({
+          type: selectedType.apiType,
+          value: encodeURIComponent(credentialValue),
+          ...(requiresUserSid && { user_sid: userSid })
+        }),
+      });
+
+      if (response.ok) {
+        setMessage({ type: 'success', text: 'Credential submitted successfully!' });
+        setCredentialValue('');
+        setUserSid('');
+      } else {
+        let errorMessage = `HTTP ${response.status}`;
+        try {
+          const errorData = await response.json();
+          if (errorData.message) {
+            errorMessage = errorData.message;
+          } else if (errorData.detail) {
+            errorMessage = errorData.detail;
+          } else if (errorData.error) {
+            errorMessage = errorData.error;
+          } else {
+            errorMessage = `${errorMessage} - ${response.statusText}`;
+          }
+        } catch {
+          // If JSON parsing fails, include status text
+          errorMessage = `${errorMessage} - ${response.statusText}`;
+        }
+        setMessage({ 
+          type: 'error', 
+          text: `Failed to submit credential: ${errorMessage}` 
+        });
+      }
+    } catch (error) {
+      setMessage({ 
+        type: 'error', 
+        text: `Network error: ${error.message}` 
+      });
+    } finally {
+      setIsSubmitting(false);
+    }
+  };
+
+  return (
+    <div className="p-6">
+      <div className="max-w-3xl mx-auto">
+        {/* Description */}
+        <div className="bg-blue-50 dark:bg-blue-900/20 border border-blue-200 dark:border-blue-700 rounded-lg p-4 mb-6">
+          <p className="text-blue-800 dark:text-blue-200 text-sm">
+            Input additional credential material to decrypt any existing DPAPI master keys.
+          </p>
+          <p className="text-blue-800 dark:text-blue-200 text-sm mt-2 font-bold italic">
+            Note: this will only decrypt currently stored masterkeys, not future entries!
+          </p>
+        </div>
+
+        {/* Form */}
+        <form onSubmit={handleSubmit} className="space-y-6">
+          {/* Credential Type Dropdown */}
+          <div>
+            <label htmlFor="credential-type" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+              Credential Type
+            </label>
+            <div className="relative">
+              <select
+                id="credential-type"
+                value={credentialType}
+                onChange={(e) => {
+                  setCredentialType(e.target.value);
+                  setCredentialValue('');
+                  setUserSid('');
+                  setMessage({ type: '', text: '' });
+                }}
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 appearance-none pr-10"
+              >
+                {credentialTypes.map((type) => (
+                  <option key={type.value} value={type.value}>
+                    {type.label}
+                  </option>
+                ))}
+              </select>
+              <ChevronDown className="absolute right-3 top-2.5 h-5 w-5 text-gray-400 pointer-events-none" />
+            </div>
+          </div>
+
+          {/* User SID Input - Only for password, ntlm_hash, cred_key */}
+          {requiresUserSid && (
+            <div>
+              <label htmlFor="user-sid" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                User SID
+              </label>
+              <input
+                type="text"
+                id="user-sid"
+                value={userSid}
+                onChange={(e) => setUserSid(e.target.value)}
+                placeholder="S-1-5-21-2193901138-2161926575-8610939201-1000"
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500"
+                required
+              />
+            </div>
+          )}
+
+          {/* Credential Value Input */}
+          <div>
+            <label htmlFor="credential-value" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+              Credential Value
+            </label>
+            <textarea
+              id="credential-value"
+              value={credentialValue}
+              onChange={(e) => setCredentialValue(e.target.value)}
+              placeholder={selectedType?.placeholder}
+              rows={4}
+              className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical"
+            />
+          </div>
+
+          {/* Submit Button */}
+          <div className="flex justify-end">
+            <button
+              type="submit"
+              disabled={isSubmitting || !credentialValue.trim() || (requiresUserSid && !userSid.trim())}
+              className="inline-flex items-center px-4 py-2 border border-transparent text-sm font-medium rounded-md text-white bg-blue-600 hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-blue-500 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
+            >
+              {isSubmitting ? (
+                <>
+                  <div className="animate-spin -ml-1 mr-2 h-4 w-4 border-2 border-white border-t-transparent rounded-full"></div>
+                  Submitting...
+                </>
+              ) : (
+                <>
+                  <Send className="-ml-1 mr-2 h-4 w-4" />
+                  Submit Credential
+                </>
+              )}
+            </button>
+          </div>
+        </form>
+
+        {/* Success/Error Messages */}
+        {message.text && (
+          <div className={`mt-4 p-4 rounded-md flex items-center ${
+            message.type === 'success'
+              ? 'bg-green-50 dark:bg-green-900/20 border border-green-200 dark:border-green-700'
+              : 'bg-red-50 dark:bg-red-900/20 border border-red-200 dark:border-red-700'
+          }`}>
+            {message.type === 'success' ? (
+              <CheckCircle className="h-5 w-5 text-green-600 dark:text-green-400 mr-2 flex-shrink-0" />
+            ) : (
+              <XCircle className="h-5 w-5 text-red-600 dark:text-red-400 mr-2 flex-shrink-0" />
+            )}
+            <p className={`text-sm ${
+              message.type === 'success'
+                ? 'text-green-800 dark:text-green-200'
+                : 'text-red-800 dark:text-red-200'
+            }`}>
+              {message.text}
+            </p>
+          </div>
+        )}
+      </div>
+    </div>
+  );
+};
+
+export default DpapiSubmitCredential;
\ No newline at end of file

From dfcd244e1d11269a58f1b3638b8ca516457fef9b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 3 Sep 2025 18:44:21 -0700
Subject: [PATCH 025/279] Pass through DPAPImanager for enrichment modules

-Pass through DPAPImanager for enrichment modules
---
 libs/chromium/poetry.lock                     | 1290 ++++++++++++++++-
 libs/chromium/pyproject.toml                  |   27 +-
 .../file_enrichment/workflow.py               |   12 +-
 3 files changed, 1240 insertions(+), 89 deletions(-)

diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index fa0c244..cf32240 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -1,5 +1,237 @@
 # This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
 
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
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+python-versions = ">=3.8"
+groups = ["main"]
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+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
 [[package]]
 name = "blinker"
 version = "1.9.0"
@@ -203,12 +435,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main"]
+markers = "platform_system == \"Windows\""
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-markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "cryptography"
@@ -265,6 +497,26 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
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+grpcio-status = ">=1.37.0"
+protobuf = ">=4.22"
+python-dateutil = ">=2.8.1"
+typing-extensions = ">=4.4.0"
+
 [[package]]
 name = "dnspython"
 version = "2.7.0"
@@ -310,6 +562,234 @@ werkzeug = ">=3.1.0"
 async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
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 [[package]]
 name = "pyopenssl"
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-
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 [package.extras]
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+    {file = "yarl-1.20.1-cp313-cp313-win32.whl", hash = "sha256:468f6e40285de5a5b3c44981ca3a319a4b208ccc07d526b20b12aeedcfa654b7"},
+    {file = "yarl-1.20.1-cp313-cp313-win_amd64.whl", hash = "sha256:495b4ef2fea40596bfc0affe3837411d6aa3371abcf31aac0ccc4bdd64d4ef5c"},
+    {file = "yarl-1.20.1-cp313-cp313t-macosx_10_13_universal2.whl", hash = "sha256:f60233b98423aab21d249a30eb27c389c14929f47be8430efa7dbd91493a729d"},
+    {file = "yarl-1.20.1-cp313-cp313t-macosx_10_13_x86_64.whl", hash = "sha256:6f3eff4cc3f03d650d8755c6eefc844edde99d641d0dcf4da3ab27141a5f8ddf"},
+    {file = "yarl-1.20.1-cp313-cp313t-macosx_11_0_arm64.whl", hash = "sha256:69ff8439d8ba832d6bed88af2c2b3445977eba9a4588b787b32945871c2444e3"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3cf34efa60eb81dd2645a2e13e00bb98b76c35ab5061a3989c7a70f78c85006d"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:8e0fe9364ad0fddab2688ce72cb7a8e61ea42eff3c7caeeb83874a5d479c896c"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:8f64fbf81878ba914562c672024089e3401974a39767747691c65080a67b18c1"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:f6342d643bf9a1de97e512e45e4b9560a043347e779a173250824f8b254bd5ce"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:56dac5f452ed25eef0f6e3c6a066c6ab68971d96a9fb441791cad0efba6140d3"},
+    {file = "yarl-1.20.1-cp313-cp313t-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:c7d7f497126d65e2cad8dc5f97d34c27b19199b6414a40cb36b52f41b79014be"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_aarch64.whl", hash = "sha256:67e708dfb8e78d8a19169818eeb5c7a80717562de9051bf2413aca8e3696bf16"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_armv7l.whl", hash = "sha256:595c07bc79af2494365cc96ddeb772f76272364ef7c80fb892ef9d0649586513"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_i686.whl", hash = "sha256:7bdd2f80f4a7df852ab9ab49484a4dee8030023aa536df41f2d922fd57bf023f"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_ppc64le.whl", hash = "sha256:c03bfebc4ae8d862f853a9757199677ab74ec25424d0ebd68a0027e9c639a390"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_s390x.whl", hash = "sha256:344d1103e9c1523f32a5ed704d576172d2cabed3122ea90b1d4e11fe17c66458"},
+    {file = "yarl-1.20.1-cp313-cp313t-musllinux_1_2_x86_64.whl", hash = "sha256:88cab98aa4e13e1ade8c141daeedd300a4603b7132819c484841bb7af3edce9e"},
+    {file = "yarl-1.20.1-cp313-cp313t-win32.whl", hash = "sha256:b121ff6a7cbd4abc28985b6028235491941b9fe8fe226e6fdc539c977ea1739d"},
+    {file = "yarl-1.20.1-cp313-cp313t-win_amd64.whl", hash = "sha256:541d050a355bbbc27e55d906bc91cb6fe42f96c01413dd0f4ed5a5240513874f"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:e42ba79e2efb6845ebab49c7bf20306c4edf74a0b20fc6b2ccdd1a219d12fad3"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:41493b9b7c312ac448b7f0a42a089dffe1d6e6e981a2d76205801a023ed26a2b"},
+    {file = "yarl-1.20.1-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:f5a5928ff5eb13408c62a968ac90d43f8322fd56d87008b8f9dabf3c0f6ee983"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:30c41ad5d717b3961b2dd785593b67d386b73feca30522048d37298fee981805"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:59febc3969b0781682b469d4aca1a5cab7505a4f7b85acf6db01fa500fa3f6ba"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:d2b6fb3622b7e5bf7a6e5b679a69326b4279e805ed1699d749739a61d242449e"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:749d73611db8d26a6281086f859ea7ec08f9c4c56cec864e52028c8b328db723"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9427925776096e664c39e131447aa20ec738bdd77c049c48ea5200db2237e000"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ff70f32aa316393eaf8222d518ce9118148eddb8a53073c2403863b41033eed5"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c7ddf7a09f38667aea38801da8b8d6bfe81df767d9dfc8c88eb45827b195cd1c"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:57edc88517d7fc62b174fcfb2e939fbc486a68315d648d7e74d07fac42cec240"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:dab096ce479d5894d62c26ff4f699ec9072269d514b4edd630a393223f45a0ee"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14a85f3bd2d7bb255be7183e5d7d6e70add151a98edf56a770d6140f5d5f4010"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:2c89b5c792685dd9cd3fa9761c1b9f46fc240c2a3265483acc1565769996a3f8"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d"},
+    {file = "yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06"},
+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
 [metadata]
 lock-version = "2.1"
-python-versions = ">=3.12"
-content-hash = "7077538c8765f01a3311d66e3ee8c2917ccc439791bc8b375a1ec3bd5b0f579f"
+python-versions = ">=3.12,<4.0"
+content-hash = "f2383aee2b07049f622486f2341f500e520441be262c02579753ef3b5b87c1b7"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index b5157ce..8d4fc18 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -1,22 +1,21 @@
-[project]
+[tool.poetry]
 name = "chromium"
 version = "0.1.0"
-description = ""
+description = "Modules Nemesis uses to handle Chromium files"
+authors = ["SpecterOps"]
 readme = "README.md"
-requires-python = ">=3.12"
-dependencies = [
-    "impacket (>=0.12.0,<0.13.0)",
-    "psycopg[binary] (>=3.0.0,<4.0.0)",
-    "dapr (>=1.0.0,<2.0.0)",
-    "structlog (>=20.0.0,<30.0.0)"
-]
 
+[tool.poetry.dependencies]
+python = ">=3.12,<4.0"
+impacket = ">=0.12.0,<0.13.0"
+psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
+dapr = ">=1.0.0,<2.0.0"
+structlog = ">=20.0.0,<30.0.0"
+nemesis-dpapi = { path = "../nemesis_dpapi", develop = true }
+
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.9.2"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
 build-backend = "poetry.core.masonry.api"
-
-[tool.poetry.group.dev.dependencies]
-ruff = "^0.12.10"
-pytest = "^8.4.1"
-
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 31671ad..6c97634 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -17,6 +17,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
 from file_enrichment_modules.module_loader import ModuleLoader
+from nemesis_dpapi import DpapiManager
 
 from .file_linking.helpers import initialize_file_linking
 from .file_linking.rules_engine import FileLinkingEngine
@@ -30,6 +31,7 @@ workflow_runtime = wf.WorkflowRuntime(
 )
 
 
+dpapi_manager = DpapiManager(storage_backend="memory")
 workflow_client: wf.DaprWorkflowClient = None
 activity_functions = {}
 download_path = "/tmp/"
@@ -846,7 +848,7 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime():
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client, file_linking_engine
+    global workflow_runtime, workflow_client, file_linking_engine, dpapi_manager
 
     # Initialize file linking system with shared instance
     file_linking_engine = FileLinkingEngine(postgres_connection_string)
@@ -865,6 +867,14 @@ async def initialize_workflow_runtime():
         if hasattr(module, "workflows") and workflow_name in module.workflows
     }
 
+    # janky pass-through for any modules that have a 'dpapi_manager' property
+    for module in workflow_runtime.modules.values():
+        if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
+            logger.debug(f"Setting 'dpapi_manager' for '{module}'")
+            module.dpapi_manager = dpapi_manager
+        elif hasattr(workflow_runtime, "dpapi_manager"):
+            logger.debug(f"'dpapi_manager' already set for for '{module}'")
+
     # Build dependency graph from filtered modules
     graph = build_dependency_graph(available_modules)
     execution_order = topological_sort(graph)

From e4a6abe849191790672ef44b3651d514cca550ae Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 19:18:10 -0700
Subject: [PATCH 026/279] lint

---
 .../file_enrichment/controller.py             |  5 ++---
 .../file_enrichment/file_feature_extractor.py | 21 +++++++++----------
 2 files changed, 12 insertions(+), 14 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 7e95548..1400e12 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -15,11 +15,10 @@ from common.state_helpers import get_file_enriched
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import Body, FastAPI, HTTPException, Path
-from psycopg_pool import ConnectionPool
-from pydantic import BaseModel
-
 from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
+from psycopg_pool import ConnectionPool
+from pydantic import BaseModel
 
 from .workflow import (
     get_workflow_client,
diff --git a/projects/file_enrichment/file_enrichment/file_feature_extractor.py b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
index 5af45ef..76ab15e 100644
--- a/projects/file_enrichment/file_enrichment/file_feature_extractor.py
+++ b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
@@ -7,7 +7,6 @@ import re
 import statistics
 from collections import Counter
 from datetime import datetime
-from typing import Optional
 
 from common.logger import get_logger
 
@@ -593,9 +592,9 @@ class FileFeatureExtractor:
         filepath: str,
         size: int,
         sibling_data: dict,
-        created_time: Optional[str] = None,
-        modified_time: Optional[str] = None,
-        accessed_time: Optional[str] = None,
+        created_time: str | None = None,
+        modified_time: str | None = None,
+        accessed_time: str | None = None,
     ) -> dict[str, float]:
         features = {}
 
@@ -692,9 +691,9 @@ class FileFeatureExtractor:
         filepath: str,
         size: int,
         population_stats: dict,
-        created_time: Optional[str] = None,
-        modified_time: Optional[str] = None,
-        accessed_time: Optional[str] = None,
+        created_time: str | None = None,
+        modified_time: str | None = None,
+        accessed_time: str | None = None,
     ) -> dict[str, float]:
         """
         Extract population-based features including time patterns
@@ -854,9 +853,9 @@ class FileFeatureExtractor:
         self,
         filepath: str,
         size: int,
-        created_time: Optional[str] = None,
-        modified_time: Optional[str] = None,
-        accessed_time: Optional[str] = None,
+        created_time: str | None = None,
+        modified_time: str | None = None,
+        accessed_time: str | None = None,
     ) -> dict[str, float]:
         """
         Extract features for an individual file from file metadata.
@@ -1225,7 +1224,7 @@ class FileFeatureExtractor:
 
     @staticmethod
     def compute_sibling_data(
-        target_file: dict, sibling_files: list[dict], known_sensitive: Optional[set[str]] = None
+        target_file: dict, sibling_files: list[dict], known_sensitive: set[str] | None = None
     ) -> dict:
         """
         Compute statistics about sibling files in the same directory.

From b4813843fe98c8ccf288b5733b0fa50d0d41e8d0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 19:19:11 -0700
Subject: [PATCH 027/279] more lint

---
 projects/web_api/web_api/main.py             |  19 +-
 projects/web_api/web_api/models/requests.py  |   1 +
 projects/web_api/web_api/models/responses.py |   5 +-
 projects/web_api/web_api/queue_monitor.py    | 371 +++++++++----------
 4 files changed, 180 insertions(+), 216 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index f3685ed..c2bcb41 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -29,7 +29,6 @@ from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, Reque
 from fastapi.responses import StreamingResponse
 from psycopg_pool import ConnectionPool
 from pydantic import ValidationError
-
 from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
 from web_api.large_containers import LargeContainerProcessor
 from web_api.models.requests import CleanupRequest, EnrichmentRequest
@@ -720,7 +719,6 @@ async def list_enrichments():
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
-
 @app.post(
     "/enrichments/{enrichment_name}",
     response_model=EnrichmentResponse,
@@ -1219,10 +1217,7 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
             return response.json()
         else:
             logger.warning(f"Failed to run text summarizer: {response.status_code}")
-            raise HTTPException(
-                status_code=response.status_code, 
-                detail=f"Error from agents service: {response.text}"
-            )
+            raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
     except requests.Timeout:
         logger.error("Timeout running text summarizer")
@@ -1254,10 +1249,7 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
             return response.json()
         else:
             logger.warning(f"Failed to run credential analysis: {response.status_code}")
-            raise HTTPException(
-                status_code=response.status_code, 
-                detail=f"Error from agents service: {response.text}"
-            )
+            raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
     except requests.Timeout:
         logger.error("Timeout running credential analysis")
@@ -1273,7 +1265,7 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
 
 
 @app.post(
-    "/agents/dotnet_analysis", 
+    "/agents/dotnet_analysis",
     tags=["system"],
     summary="Run .NET assembly analysis",
     description="Forward .NET assembly analysis request to agents service",
@@ -1288,10 +1280,7 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
             return response.json()
         else:
             logger.warning(f"Failed to run .NET analysis: {response.status_code}")
-            raise HTTPException(
-                status_code=response.status_code, 
-                detail=f"Error from agents service: {response.text}"
-            )
+            raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
     except requests.Timeout:
         logger.error("Timeout running .NET analysis")
         raise HTTPException(status_code=504, detail="Request to agents service timed out")
diff --git a/projects/web_api/web_api/models/requests.py b/projects/web_api/web_api/models/requests.py
index 8d587bd..b307c73 100644
--- a/projects/web_api/web_api/models/requests.py
+++ b/projects/web_api/web_api/models/requests.py
@@ -4,5 +4,6 @@ from pydantic import BaseModel
 class EnrichmentRequest(BaseModel):
     object_id: str
 
+
 class CleanupRequest(BaseModel):
     expiration: str | None = None  # ISO datetime or "all"
diff --git a/projects/web_api/web_api/models/responses.py b/projects/web_api/web_api/models/responses.py
index a127d5d..0a13b3c 100644
--- a/projects/web_api/web_api/models/responses.py
+++ b/projects/web_api/web_api/models/responses.py
@@ -1,6 +1,7 @@
-from pydantic import BaseModel
 from datetime import datetime
 
+from pydantic import BaseModel
+
 
 class EnrichmentResponse(BaseModel):
     status: str
@@ -140,4 +141,4 @@ class QueuesResponse(BaseModel):
 class SingleQueueResponse(BaseModel):
     topic: str
     metrics: QueueMetrics
-    timestamp: str
\ No newline at end of file
+    timestamp: str
diff --git a/projects/web_api/web_api/queue_monitor.py b/projects/web_api/web_api/queue_monitor.py
index 746f015..4bf8b7e 100644
--- a/projects/web_api/web_api/queue_monitor.py
+++ b/projects/web_api/web_api/queue_monitor.py
@@ -1,29 +1,28 @@
 # src/workflow/queue_monitor.py
-import asyncio
-import aiohttp
 import base64
-import os
-from typing import Optional, Dict, Any, List
-import structlog
 from datetime import datetime
+from typing import Any
 
+import aiohttp
+import structlog
 from dapr.clients import DaprClient
 
 logger = structlog.get_logger(__name__)
 
+
 class WorkflowQueueMonitor:
     """Provides queue metrics via RabbitMQ Management HTTP API."""
 
     TOPIC_TO_QUEUE_MAPPING = {
-        'file': 'file-enrichment-file',
-        'yara': 'file-enrichment-yara',
-        'dotnet-output': 'file-enrichment-dotnet-output',
-        'noseyparker-output': 'file-enrichment-noseyparker-output',
-        'workflow-completed': 'web-api-workflow-completed',
-        'alert': 'alerting-alert',
-        'dotnet-input': 'dotnet-service-dotnet-input',
-        'noseyparker-input': 'noseyparker-scanner-noseyparker-input',
-        'file_enriched': 'document-conversion-file_enriched'
+        "file": "file-enrichment-file",
+        "yara": "file-enrichment-yara",
+        "dotnet-output": "file-enrichment-dotnet-output",
+        "noseyparker-output": "file-enrichment-noseyparker-output",
+        "workflow-completed": "web-api-workflow-completed",
+        "alert": "alerting-alert",
+        "dotnet-input": "dotnet-service-dotnet-input",
+        "noseyparker-input": "noseyparker-scanner-noseyparker-input",
+        "file_enriched": "document-conversion-file_enriched",
     }
     DEFAULT_TOPICS = list(TOPIC_TO_QUEUE_MAPPING.keys())
 
@@ -48,8 +47,7 @@ class WorkflowQueueMonitor:
     async def __aenter__(self):
         """Async context manager for connection pooling"""
         self._session = aiohttp.ClientSession(
-            headers={"Authorization": self.auth_header},
-            timeout=aiohttp.ClientTimeout(total=10)
+            headers={"Authorization": self.auth_header}, timeout=aiohttp.ClientTimeout(total=10)
         )
         return self
 
@@ -57,7 +55,7 @@ class WorkflowQueueMonitor:
         if self._session:
             await self._session.close()
 
-    async def get_workflow_queue_metrics(self, topics: Optional[List[str]] = None) -> Dict[str, Any]:
+    async def get_workflow_queue_metrics(self, topics: list[str] | None = None) -> dict[str, Any]:
         """
         Get comprehensive queue metrics for workflow topics.
 
@@ -86,24 +84,24 @@ class WorkflowQueueMonitor:
                     if response.status == 200:
                         data = await response.json()
 
-                        messages = data.get('messages', 0)
-                        messages_ready = data.get('messages_ready', 0)
-                        messages_unacknowledged = data.get('messages_unacknowledged', 0)
-                        consumers = data.get('consumers', 0)
+                        messages = data.get("messages", 0)
+                        messages_ready = data.get("messages_ready", 0)
+                        messages_unacknowledged = data.get("messages_unacknowledged", 0)
+                        consumers = data.get("consumers", 0)
 
                         queue_metrics[topic] = {
-                            'total_messages': messages,
-                            'ready_messages': messages_ready,
-                            'processing_messages': messages_unacknowledged,
-                            'consumers': consumers,
-                            'queue_exists': True,
-                            'memory_bytes': data.get('memory', 0),
-                            'state': data.get('state', 'running'),
-                            'message_stats': {
-                                'publish_rate': data.get('message_stats', {}).get('publish_details', {}).get('rate', 0),
-                                'deliver_rate': data.get('message_stats', {}).get('deliver_details', {}).get('rate', 0),
-                                'ack_rate': data.get('message_stats', {}).get('ack_details', {}).get('rate', 0)
-                            }
+                            "total_messages": messages,
+                            "ready_messages": messages_ready,
+                            "processing_messages": messages_unacknowledged,
+                            "consumers": consumers,
+                            "queue_exists": True,
+                            "memory_bytes": data.get("memory", 0),
+                            "state": data.get("state", "running"),
+                            "message_stats": {
+                                "publish_rate": data.get("message_stats", {}).get("publish_details", {}).get("rate", 0),
+                                "deliver_rate": data.get("message_stats", {}).get("deliver_details", {}).get("rate", 0),
+                                "ack_rate": data.get("message_stats", {}).get("ack_details", {}).get("rate", 0),
+                            },
                         }
 
                         total_queued += messages_ready
@@ -112,99 +110,81 @@ class WorkflowQueueMonitor:
 
                     elif response.status == 404:
                         queue_metrics[topic] = {
-                            'total_messages': 0,
-                            'ready_messages': 0,
-                            'processing_messages': 0,
-                            'consumers': 0,
-                            'queue_exists': False,
-                            'memory_bytes': 0,
-                            'state': 'missing',
-                            'message_stats': {
-                                'publish_rate': 0,
-                                'deliver_rate': 0,
-                                'ack_rate': 0
-                            },
-                            'error': 'Queue not found'
+                            "total_messages": 0,
+                            "ready_messages": 0,
+                            "processing_messages": 0,
+                            "consumers": 0,
+                            "queue_exists": False,
+                            "memory_bytes": 0,
+                            "state": "missing",
+                            "message_stats": {"publish_rate": 0, "deliver_rate": 0, "ack_rate": 0},
+                            "error": "Queue not found",
                         }
                     else:
                         logger.warning(f"Error getting queue {topic}: {response.status}")
                         queue_metrics[topic] = {
-                            'total_messages': 0,
-                            'ready_messages': 0,
-                            'processing_messages': 0,
-                            'consumers': 0,
-                            'queue_exists': False,
-                            'memory_bytes': 0,
-                            'state': 'error',
-                            'message_stats': {
-                                'publish_rate': 0,
-                                'deliver_rate': 0,
-                                'ack_rate': 0
-                            },
-                            'error': f'HTTP {response.status}'
+                            "total_messages": 0,
+                            "ready_messages": 0,
+                            "processing_messages": 0,
+                            "consumers": 0,
+                            "queue_exists": False,
+                            "memory_bytes": 0,
+                            "state": "error",
+                            "message_stats": {"publish_rate": 0, "deliver_rate": 0, "ack_rate": 0},
+                            "error": f"HTTP {response.status}",
                         }
 
-            except asyncio.TimeoutError:
+            except TimeoutError:
                 logger.warning(f"Timeout getting queue metrics for {topic}")
                 queue_metrics[topic] = {
-                    'total_messages': 0,
-                    'ready_messages': 0,
-                    'processing_messages': 0,
-                    'consumers': 0,
-                    'queue_exists': False,
-                    'memory_bytes': 0,
-                    'state': 'timeout',
-                    'message_stats': {
-                        'publish_rate': 0,
-                        'deliver_rate': 0,
-                        'ack_rate': 0
-                    },
-                    'error': 'Timeout'
+                    "total_messages": 0,
+                    "ready_messages": 0,
+                    "processing_messages": 0,
+                    "consumers": 0,
+                    "queue_exists": False,
+                    "memory_bytes": 0,
+                    "state": "timeout",
+                    "message_stats": {"publish_rate": 0, "deliver_rate": 0, "ack_rate": 0},
+                    "error": "Timeout",
                 }
             except Exception as e:
                 logger.error(f"Exception getting queue {topic}: {e}")
                 queue_metrics[topic] = {
-                    'total_messages': 0,
-                    'ready_messages': 0,
-                    'processing_messages': 0,
-                    'consumers': 0,
-                    'queue_exists': False,
-                    'memory_bytes': 0,
-                    'state': 'error',
-                    'message_stats': {
-                        'publish_rate': 0,
-                        'deliver_rate': 0,
-                        'ack_rate': 0
-                    },
-                    'error': str(e)
+                    "total_messages": 0,
+                    "ready_messages": 0,
+                    "processing_messages": 0,
+                    "consumers": 0,
+                    "queue_exists": False,
+                    "memory_bytes": 0,
+                    "state": "error",
+                    "message_stats": {"publish_rate": 0, "deliver_rate": 0, "ack_rate": 0},
+                    "error": str(e),
                 }
 
-        healthy_queues = sum(1 for q in queue_metrics.values() if q.get('queue_exists', False))
-        bottleneck_queues = [
-            topic for topic, metrics in queue_metrics.items()
-            if metrics.get('ready_messages', 0) > 10
-        ]
+        healthy_queues = sum(1 for q in queue_metrics.values() if q.get("queue_exists", False))
+        bottleneck_queues = [topic for topic, metrics in queue_metrics.items() if metrics.get("ready_messages", 0) > 10]
         queues_without_consumers = [
-            topic for topic, metrics in queue_metrics.items()
-            if metrics.get('consumers', 0) == 0 and metrics.get('queue_exists', False)
+            topic
+            for topic, metrics in queue_metrics.items()
+            if metrics.get("consumers", 0) == 0 and metrics.get("queue_exists", False)
         ]
 
         return {
-            'queue_details': queue_metrics,
-            'summary': {
-                'total_queued_messages': total_queued,
-                'total_processing_messages': total_processing,
-                'total_consumers': total_consumers,
-                'healthy_queues': healthy_queues,
-                'total_queues_checked': len(topics),
-                'bottleneck_queues': bottleneck_queues,
-                'queues_without_consumers': queues_without_consumers,
-                'total_memory_bytes': sum(q.get('memory_bytes', 0) for q in queue_metrics.values())
+            "queue_details": queue_metrics,
+            "summary": {
+                "total_queued_messages": total_queued,
+                "total_processing_messages": total_processing,
+                "total_consumers": total_consumers,
+                "healthy_queues": healthy_queues,
+                "total_queues_checked": len(topics),
+                "bottleneck_queues": bottleneck_queues,
+                "queues_without_consumers": queues_without_consumers,
+                "total_memory_bytes": sum(q.get("memory_bytes", 0) for q in queue_metrics.values()),
             },
-            'timestamp': datetime.now().isoformat()
+            "timestamp": datetime.now().isoformat(),
         }
 
-    async def check_queue_health(self, topics: Optional[List[str]] = None) -> Dict[str, str]:
+    async def check_queue_health(self, topics: list[str] | None = None) -> dict[str, str]:
         """
         Quick health check for queues. Returns simple status for each.
 
@@ -229,27 +209,27 @@ class WorkflowQueueMonitor:
                 async with self._session.get(url) as response:
                     if response.status == 200:
                         data = await response.json()
-                        consumers = data.get('consumers', 0)
-                        state = data.get('state', 'unknown')
+                        consumers = data.get("consumers", 0)
+                        state = data.get("state", "unknown")
 
-                        if state == 'running' and consumers > 0:
-                            health_status[topic] = 'healthy'
-                        elif state == 'running' and consumers == 0:
-                            health_status[topic] = 'no_consumers'
+                        if state == "running" and consumers > 0:
+                            health_status[topic] = "healthy"
+                        elif state == "running" and consumers == 0:
+                            health_status[topic] = "no_consumers"
                         else:
-                            health_status[topic] = f'unhealthy_{state}'
+                            health_status[topic] = f"unhealthy_{state}"
                     elif response.status == 404:
-                        health_status[topic] = 'missing'
+                        health_status[topic] = "missing"
                     else:
-                        health_status[topic] = f'error_http_{response.status}'
-            except asyncio.TimeoutError:
-                health_status[topic] = 'timeout'
+                        health_status[topic] = f"error_http_{response.status}"
+            except TimeoutError:
+                health_status[topic] = "timeout"
             except Exception:
-                health_status[topic] = 'error'
+                health_status[topic] = "error"
 
         return health_status
 
-    async def get_single_queue_metrics(self, topic: str) -> Dict[str, Any]:
+    async def get_single_queue_metrics(self, topic: str) -> dict[str, Any]:
         """
         Get metrics for a single queue topic.
 
@@ -262,13 +242,15 @@ class WorkflowQueueMonitor:
         queue_name = self._resolve_queue_name(topic)
         result = await self.get_workflow_queue_metrics([topic])
         return {
-            'topic': topic,
-            'queue_name': queue_name,
-            'metrics': result['queue_details'].get(topic, {}),
-            'timestamp': result['timestamp']
+            "topic": topic,
+            "queue_name": queue_name,
+            "metrics": result["queue_details"].get(topic, {}),
+            "timestamp": result["timestamp"],
         }
 
-    async def purge_all_workflow_queues(self, topics: Optional[List[str]] = None, confirm: bool = False) -> Dict[str, Any]:
+    async def purge_all_workflow_queues(
+        self, topics: list[str] | None = None, confirm: bool = False
+    ) -> dict[str, Any]:
         """
         Purge all messages from workflow queues.
 
@@ -304,19 +286,15 @@ class WorkflowQueueMonitor:
                 async with self._session.get(metrics_url) as response:
                     if response.status == 200:
                         data = await response.json()
-                        messages_before = data.get('messages', 0)
+                        messages_before = data.get("messages", 0)
                     elif response.status == 404:
-                        purge_results[topic] = {
-                            'success': False,
-                            'messages_purged': 0,
-                            'error': 'Queue not found'
-                        }
+                        purge_results[topic] = {"success": False, "messages_purged": 0, "error": "Queue not found"}
                         continue
                     else:
                         purge_results[topic] = {
-                            'success': False,
-                            'messages_purged': 0,
-                            'error': f'Cannot access queue: HTTP {response.status}'
+                            "success": False,
+                            "messages_purged": 0,
+                            "error": f"Cannot access queue: HTTP {response.status}",
                         }
                         continue
 
@@ -325,52 +303,50 @@ class WorkflowQueueMonitor:
                 async with self._session.delete(purge_url) as response:
                     if response.status == 204:  # RabbitMQ returns 204 for successful purge
                         purge_results[topic] = {
-                            'success': True,
-                            'messages_purged': messages_before,
-                            'queue_name': queue_name
+                            "success": True,
+                            "messages_purged": messages_before,
+                            "queue_name": queue_name,
                         }
                         total_purged += messages_before
                         logger.info(f"Purged {messages_before} messages from queue {queue_name} (topic: {topic})")
                     else:
                         error_text = await response.text()
                         purge_results[topic] = {
-                            'success': False,
-                            'messages_purged': 0,
-                            'error': f'Purge failed: HTTP {response.status} - {error_text}'
+                            "success": False,
+                            "messages_purged": 0,
+                            "error": f"Purge failed: HTTP {response.status} - {error_text}",
                         }
                         logger.error(f"Failed to purge queue {queue_name}: {response.status}")
 
-            except asyncio.TimeoutError:
+            except TimeoutError:
                 purge_results[topic] = {
-                    'success': False,
-                    'messages_purged': 0,
-                    'error': 'Timeout during purge operation'
+                    "success": False,
+                    "messages_purged": 0,
+                    "error": "Timeout during purge operation",
                 }
                 logger.error(f"Timeout purging queue for topic {topic}")
             except Exception as e:
-                purge_results[topic] = {
-                    'success': False,
-                    'messages_purged': 0,
-                    'error': str(e)
-                }
+                purge_results[topic] = {"success": False, "messages_purged": 0, "error": str(e)}
                 logger.error(f"Exception purging queue for topic {topic}: {e}")
 
-        successful_purges = sum(1 for result in purge_results.values() if result['success'])
+        successful_purges = sum(1 for result in purge_results.values() if result["success"])
 
-        logger.warning(f"Purge operation completed: {successful_purges}/{len(topics)} queues purged, {total_purged} total messages deleted")
+        logger.warning(
+            f"Purge operation completed: {successful_purges}/{len(topics)} queues purged, {total_purged} total messages deleted"
+        )
 
         return {
-            'purge_results': purge_results,
-            'summary': {
-                'total_queues_attempted': len(topics),
-                'successful_purges': successful_purges,
-                'failed_purges': len(topics) - successful_purges,
-                'total_messages_purged': total_purged
+            "purge_results": purge_results,
+            "summary": {
+                "total_queues_attempted": len(topics),
+                "successful_purges": successful_purges,
+                "failed_purges": len(topics) - successful_purges,
+                "total_messages_purged": total_purged,
             },
-            'timestamp': datetime.now().isoformat()
+            "timestamp": datetime.now().isoformat(),
         }
 
-    async def purge_single_queue(self, topic: str, confirm: bool = False) -> Dict[str, Any]:
+    async def purge_single_queue(self, topic: str, confirm: bool = False) -> dict[str, Any]:
         """
         Purge all messages from a single queue.
 
@@ -390,13 +366,15 @@ class WorkflowQueueMonitor:
         queue_name = self._resolve_queue_name(topic)
 
         return {
-            'topic': topic,
-            'queue_name': queue_name,
-            'result': result['purge_results'].get(topic, {}),
-            'timestamp': result['timestamp']
+            "topic": topic,
+            "queue_name": queue_name,
+            "result": result["purge_results"].get(topic, {}),
+            "timestamp": result["timestamp"],
         }
 
-    async def purge_all_rabbitmq_queues(self, confirm: bool = False, exclude_system_queues: bool = True) -> Dict[str, Any]:
+    async def purge_all_rabbitmq_queues(
+        self, confirm: bool = False, exclude_system_queues: bool = True
+    ) -> dict[str, Any]:
         """
         Purge ALL queues in the RabbitMQ instance (not just workflow queues).
 
@@ -423,18 +401,18 @@ class WorkflowQueueMonitor:
         # Filter queues if needed
         queue_names = []
         for queue_info in queues_data:
-            queue_name = queue_info.get('name', '')
-            vhost = queue_info.get('vhost', '/')
+            queue_name = queue_info.get("name", "")
+            vhost = queue_info.get("vhost", "/")
 
             # Skip queues not in default vhost
-            if vhost != '/':
+            if vhost != "/":
                 continue
 
             # Optionally exclude system queues
             if exclude_system_queues and (
-                queue_name.startswith('amq.') or
-                queue_name.startswith('rabbitmq-') or
-                'management' in queue_name.lower()
+                queue_name.startswith("amq.")
+                or queue_name.startswith("rabbitmq-")
+                or "management" in queue_name.lower()
             ):
                 continue
 
@@ -452,12 +430,12 @@ class WorkflowQueueMonitor:
                 async with self._session.get(metrics_url) as response:
                     if response.status == 200:
                         data = await response.json()
-                        messages_before = data.get('messages', 0)
+                        messages_before = data.get("messages", 0)
                     else:
                         purge_results[queue_name] = {
-                            'success': False,
-                            'messages_purged': 0,
-                            'error': f'Cannot access queue: HTTP {response.status}'
+                            "success": False,
+                            "messages_purged": 0,
+                            "error": f"Cannot access queue: HTTP {response.status}",
                         }
                         continue
 
@@ -465,45 +443,40 @@ class WorkflowQueueMonitor:
                 purge_url = f"{self.management_url}/api/queues/%2f/{queue_name}/contents"
                 async with self._session.delete(purge_url) as response:
                     if response.status == 204:
-                        purge_results[queue_name] = {
-                            'success': True,
-                            'messages_purged': messages_before
-                        }
+                        purge_results[queue_name] = {"success": True, "messages_purged": messages_before}
                         total_purged += messages_before
                         logger.info(f"Purged {messages_before} messages from queue {queue_name}")
                     else:
                         error_text = await response.text()
                         purge_results[queue_name] = {
-                            'success': False,
-                            'messages_purged': 0,
-                            'error': f'Purge failed: HTTP {response.status} - {error_text}'
+                            "success": False,
+                            "messages_purged": 0,
+                            "error": f"Purge failed: HTTP {response.status} - {error_text}",
                         }
 
-            except asyncio.TimeoutError:
+            except TimeoutError:
                 purge_results[queue_name] = {
-                    'success': False,
-                    'messages_purged': 0,
-                    'error': 'Timeout during purge operation'
+                    "success": False,
+                    "messages_purged": 0,
+                    "error": "Timeout during purge operation",
                 }
             except Exception as e:
-                purge_results[queue_name] = {
-                    'success': False,
-                    'messages_purged': 0,
-                    'error': str(e)
-                }
+                purge_results[queue_name] = {"success": False, "messages_purged": 0, "error": str(e)}
 
-        successful_purges = sum(1 for result in purge_results.values() if result['success'])
+        successful_purges = sum(1 for result in purge_results.values() if result["success"])
 
-        logger.warning(f"Global purge operation completed: {successful_purges}/{len(queue_names)} queues purged, {total_purged} total messages deleted")
+        logger.warning(
+            f"Global purge operation completed: {successful_purges}/{len(queue_names)} queues purged, {total_purged} total messages deleted"
+        )
 
         return {
-            'purge_results': purge_results,
-            'summary': {
-                'total_queues_attempted': len(queue_names),
-                'successful_purges': successful_purges,
-                'failed_purges': len(queue_names) - successful_purges,
-                'total_messages_purged': total_purged,
-                'excluded_system_queues': exclude_system_queues
+            "purge_results": purge_results,
+            "summary": {
+                "total_queues_attempted": len(queue_names),
+                "successful_purges": successful_purges,
+                "failed_purges": len(queue_names) - successful_purges,
+                "total_messages_purged": total_purged,
+                "excluded_system_queues": exclude_system_queues,
             },
-            'timestamp': datetime.now().isoformat()
-        }
\ No newline at end of file
+            "timestamp": datetime.now().isoformat(),
+        }

From ace1b9b79bef4e458cb13a9529cde72b9d6554bb Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 19:24:05 -0700
Subject: [PATCH 028/279] linting

---
 .../file_enrichment/file_feature_extractor.py |  2 +-
 projects/web_api/web_api/main.py              | 30 +++++++++----------
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/file_feature_extractor.py b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
index 76ab15e..4b1d464 100644
--- a/projects/file_enrichment/file_enrichment/file_feature_extractor.py
+++ b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
@@ -700,7 +700,7 @@ class FileFeatureExtractor:
         """
         features = {}
 
-        file_name = ntpath.basename(filepath)
+        # file_name = ntpath.basename(filepath)
         dir_path = ntpath.dirname(filepath)
         dir_path_lower = dir_path.lower()
 
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index c2bcb41..7b17c08 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -97,7 +97,7 @@ async def lifespan(app: FastAPI):
         if lock_file:
             try:
                 lock_file.close()
-            except:
+            except Exception:
                 pass
 
 
@@ -128,7 +128,7 @@ async def timeout_middleware(request: Request, call_next):
             timeout = 60
         return await asyncio.wait_for(call_next(request), timeout=timeout)
     except TimeoutError:
-        raise HTTPException(status_code=504, detail="Request timeout")
+        raise HTTPException(status_code=504, detail="Request timeout") from None
 
 
 storage = StorageMinio()
@@ -1087,17 +1087,17 @@ async def get_apprise_info():
 
         return response.json()
 
-    except requests.Timeout:
+    except requests.Timeout as e:
         logger.error("Timeout connecting to alerting service")
-        raise HTTPException(status_code=504, detail="Request to alerting service timed out")
+        raise HTTPException(status_code=504, detail="Request to alerting service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to alerting service")
-        raise HTTPException(status_code=503, detail="Alerting service unavailable")
+        raise HTTPException(status_code=503, detail="Alerting service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
         logger.exception(e, message="Error getting apprise info")
-        raise HTTPException(status_code=500, detail=str(e))
+        raise HTTPException(status_code=500, detail=str(e)) from e
 
 
 def _scan_agent_metadata():
@@ -1219,12 +1219,12 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
             logger.warning(f"Failed to run text summarizer: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
-    except requests.Timeout:
+    except requests.Timeout as e:
         logger.error("Timeout running text summarizer")
-        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
-        raise HTTPException(status_code=503, detail="Agents service unavailable")
+        raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
@@ -1251,12 +1251,12 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
             logger.warning(f"Failed to run credential analysis: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
-    except requests.Timeout:
+    except requests.Timeout as e:
         logger.error("Timeout running credential analysis")
-        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
-        raise HTTPException(status_code=503, detail="Agents service unavailable")
+        raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
@@ -1281,12 +1281,12 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
         else:
             logger.warning(f"Failed to run .NET analysis: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
-    except requests.Timeout:
+    except requests.Timeout as e:
         logger.error("Timeout running .NET analysis")
-        raise HTTPException(status_code=504, detail="Request to agents service timed out")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
-        raise HTTPException(status_code=503, detail="Agents service unavailable")
+        raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:

From fe623869e6f33ca351d997ce633b43e5cc9af149 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 19:24:31 -0700
Subject: [PATCH 029/279] fix double usage of field

---
 .../file_enrichment/file_enrichment/file_feature_extractor.py   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/projects/file_enrichment/file_enrichment/file_feature_extractor.py b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
index 4b1d464..5704d22 100644
--- a/projects/file_enrichment/file_enrichment/file_feature_extractor.py
+++ b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
@@ -922,7 +922,7 @@ class FileFeatureExtractor:
                 "numbers_in_file_name": len(re.findall(r"\d", file_name)),
                 "numbers_in_dir_path": len(re.findall(r"\d", dir_path)),
                 "file_name_naming_convention": self._get_naming_convention(file_name),
-                "file_name_naming_convention": self._get_naming_convention(dir_path),
+                "dir_name_naming_convention": self._get_naming_convention(dir_path),
                 "file_name_has_date_pattern": int(self._has_date_pattern(file_name)),
                 "dir_path_has_date_pattern": int(self._has_date_pattern(dir_path)),
             }

From 306206c8d0c623e229372feab8b527af34f71ed8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 19:31:20 -0700
Subject: [PATCH 030/279] update cred key text

---
 .../components/Dpapi/DpapiSubmitCredential.jsx   | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 9eb3a43..dec246e 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -23,7 +23,7 @@ const DpapiSubmitCredential = () => {
     },
     {
       value: 'cred_key',
-      label: 'Cred Key',
+      label: 'Cred Key (16 or 20 bytes)',
       placeholder: '9c457aaadf804b08db137f1bc40dcc46',
       apiType: 'cred_key'
     },
@@ -46,7 +46,7 @@ const DpapiSubmitCredential = () => {
 
   const handleSubmit = async (e) => {
     e.preventDefault();
-    
+
     if (!credentialValue.trim()) {
       setMessage({ type: 'error', text: 'Please enter a credential value' });
       return;
@@ -94,15 +94,15 @@ const DpapiSubmitCredential = () => {
           // If JSON parsing fails, include status text
           errorMessage = `${errorMessage} - ${response.statusText}`;
         }
-        setMessage({ 
-          type: 'error', 
-          text: `Failed to submit credential: ${errorMessage}` 
+        setMessage({
+          type: 'error',
+          text: `Failed to submit credential: ${errorMessage}`
         });
       }
     } catch (error) {
-      setMessage({ 
-        type: 'error', 
-        text: `Network error: ${error.message}` 
+      setMessage({
+        type: 'error',
+        text: `Network error: ${error.message}`
       });
     } finally {
       setIsSubmitting(false);

From f0df91c0cf7e478894d7132e69e90099ef911f43 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 21:19:15 -0700
Subject: [PATCH 031/279] add dpapi credentials route, standardize dapr port

---
 projects/web_api/web_api/main.py            | 97 ++++++++++++++++-----
 projects/web_api/web_api/models/requests.py |  6 ++
 2 files changed, 81 insertions(+), 22 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 7b17c08..f6438f8 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -31,7 +31,7 @@ from psycopg_pool import ConnectionPool
 from pydantic import ValidationError
 from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
 from web_api.large_containers import LargeContainerProcessor
-from web_api.models.requests import CleanupRequest, EnrichmentRequest
+from web_api.models.requests import CleanupRequest, DpapiCredentialRequest, EnrichmentRequest
 from web_api.models.responses import (
     ContainerStatusResponse,
     ContainerSubmissionResponse,
@@ -48,8 +48,8 @@ logger = structlog.get_logger(module=__name__)
 
 # TODO: is this needed really?
 VERSION = "0.1.0"
-
 MOUNTED_CONTAINER_PATH = "/mounted-containers"
+DAPR_PORT = os.getenv("DAPR_HTTP_PORT", 3500)
 
 
 @asynccontextmanager
@@ -111,6 +111,7 @@ app = FastAPI(
         {"name": "files", "description": "File management operations"},
         {"name": "workflows", "description": "Workflow management operations"},
         {"name": "enrichments", "description": "Enrichment management operations"},
+        {"name": "dpapi", "description": "DPAPI credential and masterkey operations"},
         {"name": "queues", "description": "Internal pub/sub queue operations"},
         {"name": "system", "description": "System and health check endpoints"},
     ],
@@ -702,8 +703,7 @@ async def get_failed():
 async def list_enrichments():
     """List all available enrichment modules by forwarding to file-enrichment service."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/enrichments"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/enrichments"
 
         response = requests.get(url)
         if response.status_code != 200:
@@ -738,8 +738,7 @@ async def run_enrichment(
             raise HTTPException(status_code=404, detail=f"File {request.object_id} not found")
 
         # Forward the request to the enrichment service
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/enrichments/{enrichment_name}"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/enrichments/{enrichment_name}"
 
         logger.info("Forwarding enrichment request", enrichment_name=enrichment_name, object_id=request.object_id)
 
@@ -789,8 +788,7 @@ async def run_bulk_enrichment(
     """Start bulk enrichment for a specific module by publishing individual tasks to pub/sub."""
     try:
         # First verify enrichment module exists
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        enrichments_url = f"http://localhost:{dapr_port}/v1.0/invoke/file-enrichment/method/enrichments"
+        enrichments_url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/enrichments"
 
         enrichments_response = requests.get(enrichments_url, timeout=10)
         if enrichments_response.status_code != 200:
@@ -881,6 +879,68 @@ async def stop_bulk_enrichment(
     }
 
 
+#######################################
+#
+# dpapi routes
+#
+#######################################
+
+
+@app.post(
+    "/dpapi/credentials",
+    tags=["dpapi"],
+    responses={400: {"model": ErrorResponse}, 500: {"model": ErrorResponse}, 503: {"model": ErrorResponse}},
+    summary="Submit DPAPI credential for masterkey decryption",
+    description="Submit credential material to decrypt DPAPI master keys. Supports passwords, NTLM hashes, cred keys, domain backup keys, and decrypted master keys.",
+)
+async def submit_dpapi_credential(
+    request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
+):
+    """Submit DPAPI credential for masterkey decryption by forwarding to file-enrichment service."""
+    try:
+        # Validate required fields based on credential type
+        requires_user_sid = request.type in ["password", "ntlm_hash", "cred_key"]
+        if requires_user_sid and not request.user_sid:
+            raise HTTPException(status_code=400, detail=f"user_sid is required for credential type '{request.type}'")
+
+        # Forward the request to the enrichment service
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/dpapi/credentials"
+
+        logger.info(
+            "Forwarding DPAPI credential request", credential_type=request.type, has_user_sid=bool(request.user_sid)
+        )
+
+        response = requests.post(
+            url,
+            json=request.model_dump(),
+            timeout=30,
+        )
+
+        # Handle various response status codes
+        if response.status_code == 400:
+            raise HTTPException(status_code=400, detail=response.text)
+        elif response.status_code == 503:
+            raise HTTPException(status_code=503, detail="File enrichment service is unavailable")
+        elif response.status_code != 200:
+            raise HTTPException(
+                status_code=response.status_code, detail=f"Error from file enrichment service: {response.text}"
+            )
+
+        return response.json()
+
+    except requests.Timeout as e:
+        logger.error("Timeout connecting to file enrichment service for DPAPI credential")
+        raise HTTPException(status_code=504, detail="Request to file enrichment service timed out") from e
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to file enrichment service")
+        raise HTTPException(status_code=503, detail="File enrichment service unavailable") from e
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error submitting DPAPI credential", credential_type=request.type)
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
 #######################################
 #
 # queue routes
@@ -968,7 +1028,6 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
     try:
         # Create request payload (default to empty dict if no request body provided)
         payload = {} if request is None else request.model_dump(exclude_unset=True)
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
         results = {}
 
         # 1. Purge everything in the RabbitMQ queues
@@ -991,7 +1050,7 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
             }
 
         # 3. Call housekeeping service
-        housekeeping_url = f"http://localhost:{dapr_port}/v1.0/invoke/housekeeping/method/trigger-cleanup"
+        housekeeping_url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/housekeeping/method/trigger-cleanup"
         logger.info("Forwarding cleanup request to housekeeping service", expiration=payload.get("expiration"))
 
         housekeeping_response = requests.post(
@@ -1075,8 +1134,7 @@ async def root():
 async def get_apprise_info():
     """Forward request to alerting service to get Apprise configuration info."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/alerting/method/apprise-info"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/alerting/method/apprise-info"
 
         response = requests.get(url, timeout=10)
         if response.status_code != 200:
@@ -1106,8 +1164,7 @@ def _scan_agent_metadata():
     This function queries the agents service to get the agent information.
     """
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/metadata"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/metadata"
 
         response = requests.get(url, timeout=10)
         if response.status_code == 200:
@@ -1164,8 +1221,7 @@ async def get_agents_spend_data():
     Returns total spend, token counts, and request statistics.
     """
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/spend-data"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/spend-data"
 
         response = requests.get(url, timeout=10)
         if response.status_code == 200:
@@ -1209,8 +1265,7 @@ async def get_agents_spend_data():
 async def run_text_summarizer(request: dict = Body(..., description="Request containing object_id")):
     """Forward text summarization request to agents service."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/text_summarizer"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/text_summarizer"
 
         response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
         if response.status_code == 200:
@@ -1241,8 +1296,7 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
 async def run_llm_credential_analysis(request: dict = Body(..., description="Request containing object_id")):
     """Forward credential analysis request to agents service."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/llm_credential_analysis"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/llm_credential_analysis"
 
         response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
         if response.status_code == 200:
@@ -1273,8 +1327,7 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
 async def run_dotnet_analysis(request: dict = Body(..., description="Request containing object_id")):
     """Forward .NET assembly analysis request to agents service."""
     try:
-        dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-        url = f"http://localhost:{dapr_port}/v1.0/invoke/agents/method/agents/dotnet_analysis"
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/dotnet_analysis"
         response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
         if response.status_code == 200:
             return response.json()
diff --git a/projects/web_api/web_api/models/requests.py b/projects/web_api/web_api/models/requests.py
index b307c73..6cce91b 100644
--- a/projects/web_api/web_api/models/requests.py
+++ b/projects/web_api/web_api/models/requests.py
@@ -7,3 +7,9 @@ class EnrichmentRequest(BaseModel):
 
 class CleanupRequest(BaseModel):
     expiration: str | None = None  # ISO datetime or "all"
+
+
+class DpapiCredentialRequest(BaseModel):
+    type: str  # password, ntlm_hash, cred_key, domain_backup_key, dec_master_key
+    value: str
+    user_sid: str | None = None  # Required for password, ntlm_hash, cred_key

From 4d2fb1b94a88e75594568356fffe12211f9dd2b9 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 22:02:19 -0700
Subject: [PATCH 032/279] add shared models to common

---
 libs/common/common/models2/dpapi.py           |  53 +++++++++
 .../file_enrichment/controller.py             | 102 +++++++++++++++++-
 projects/web_api/web_api/main.py              |  10 +-
 projects/web_api/web_api/models/requests.py   |  14 +--
 4 files changed, 164 insertions(+), 15 deletions(-)
 create mode 100644 libs/common/common/models2/dpapi.py

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
new file mode 100644
index 0000000..90334c9
--- /dev/null
+++ b/libs/common/common/models2/dpapi.py
@@ -0,0 +1,53 @@
+"""DPAPI credential models for API requests."""
+
+from typing import Literal, Union
+
+from pydantic import BaseModel
+
+
+class PasswordCredential(BaseModel):
+    """Plain text password credential requiring user SID."""
+
+    type: Literal["password"]
+    value: str  # Plain text password
+    user_sid: str  # Required for password-based credentials
+
+
+class NtlmHashCredential(BaseModel):
+    """NTLM hash credential requiring user SID."""
+
+    type: Literal["ntlm_hash"]
+    value: str  # Hex string representation of NTLM hash
+    user_sid: str  # Required for NTLM hash credentials
+
+
+class CredKeyCredential(BaseModel):
+    """Credential key requiring user SID."""
+
+    type: Literal["cred_key"]
+    value: str  # Hex string representation of credential key
+    user_sid: str  # Required for credential key
+
+
+class DomainBackupKeyCredential(BaseModel):
+    """Domain backup key credential (PVK format)."""
+
+    type: Literal["domain_backup_key"]
+    value: str  # Base64 encoded PVK data
+
+
+class DecryptedMasterKeyCredential(BaseModel):
+    """Pre-decrypted master key."""
+
+    type: Literal["dec_master_key"]
+    value: str  # Format: {guid}:key_hex
+
+
+# Discriminated Union type for all possible credential types
+DpapiCredentialRequest = Union[
+    PasswordCredential,
+    NtlmHashCredential,
+    CredKeyCredential,
+    DomainBackupKeyCredential,
+    DecryptedMasterKeyCredential,
+]
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 1400e12..34019ee 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -1,22 +1,35 @@
 # src/workflow/controller.py
 import asyncio
+import binascii
 import json
 import os
 import random
+import urllib.parse
 import uuid
 from contextlib import asynccontextmanager
 from datetime import datetime
+from uuid import UUID
 
 import common.helpers as helpers
 import psycopg
 from common.logger import get_logger
 from common.models import CloudEvent, DotNetOutput, File, NoseyParkerOutput
+from common.models2.dpapi import (
+    CredKeyCredential,
+    DecryptedMasterKeyCredential,
+    DomainBackupKeyCredential,
+    DpapiCredentialRequest,
+    NtlmHashCredential,
+    PasswordCredential,
+)
 from common.state_helpers import get_file_enriched
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import Body, FastAPI, HTTPException, Path
 from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
+from nemesis_dpapi import DpapiManager
+from nemesis_dpapi.core import DomainBackupKey
 from psycopg_pool import ConnectionPool
 from pydantic import BaseModel
 
@@ -757,7 +770,94 @@ async def stop_bulk_enrichment(
     )
 
 
-# Removed /reset route - replaced by PostgreSQL NOTIFY listener
+@app.post("/dpapi/credentials")
+async def submit_dpapi_credential(
+    request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
+):
+    """Submit DPAPI credential for masterkey decryption."""
+    try:
+        has_user_sid = hasattr(request, "user_sid")
+        logger.info("Received DPAPI credential submission", credential_type=request.type, has_user_sid=has_user_sid)
+
+        # Decode URL encoded value
+        credential_value = urllib.parse.unquote(request.value)
+
+        async with DpapiManager(postgres_connection_string) as dpapi_manager:
+            try:
+                if isinstance(request, DomainBackupKeyCredential):
+                    # Parse domain backup key (base64 encoded PVK)
+                    import base64
+
+                    pvk_data = base64.b64decode(credential_value)
+                    backup_key = DomainBackupKey(
+                        guid=UUID(int=0),  # Will be determined by the key itself
+                        key_data=pvk_data,
+                    )
+                    await dpapi_manager.add_domain_backup_key(backup_key)
+                    result = {"status": "success", "type": "domain_backup_key"}
+
+                elif isinstance(request, DecryptedMasterKeyCredential):
+                    # Parse decrypted master key format: {guid}:key_hex
+                    if ":" not in credential_value:
+                        raise HTTPException(
+                            status_code=400, detail="Decrypted master key must be in format '{guid}:key_hex'"
+                        )
+
+                    guid_str, key_hex = credential_value.split(":", 1)
+                    guid_str = guid_str.strip("{}")
+                    masterkey_guid = UUID(guid_str)
+                    masterkey_data = binascii.unhexlify(key_hex)
+
+                    # Create a MasterKey with the decrypted data and add it
+                    from Crypto.Hash import SHA1
+                    from nemesis_dpapi.core import MasterKey
+
+                    masterkey = MasterKey(
+                        guid=masterkey_guid,
+                        plaintext_key=masterkey_data,
+                        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
+                    )
+
+                    # Add directly to the repository
+                    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
+                    result = {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
+
+                elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
+                    # These credential types require interaction with existing masterkeys
+                    # Since the current DPAPI manager API doesn't directly support adding user credentials,
+                    # we'll return a message indicating this functionality needs to be implemented
+                    # in the DPAPI enrichment module itself
+                    result = {
+                        "status": "not_implemented",
+                        "message": f"Credential type '{request.type}' processing is not yet implemented in the API. "
+                        "This functionality should be handled by the DPAPI enrichment module during file processing.",
+                        "type": request.type,
+                    }
+
+                else:
+                    raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
+
+                logger.info("Successfully processed DPAPI credential", credential_type=request.type, result=result)
+                return {
+                    "status": "success" if result.get("status") == "success" else "partial",
+                    "message": f"Processed {request.type} credential"
+                    + (f": {result.get('message', '')}" if result.get("message") else ""),
+                    "result": result,
+                }
+
+            except ValueError as e:
+                logger.error("Invalid credential format", credential_type=request.type, error=str(e))
+                raise HTTPException(status_code=400, detail=f"Invalid credential format: {str(e)}") from e
+
+            except Exception as e:
+                logger.exception("Error processing DPAPI credential", credential_type=request.type, error=str(e))
+                raise HTTPException(status_code=500, detail=f"Error processing credential: {str(e)}") from e
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception("Unexpected error in DPAPI credential submission", error=str(e))
+        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
 @app.api_route("/healthz", methods=["GET", "HEAD"])
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index f6438f8..085b10d 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -898,17 +898,11 @@ async def submit_dpapi_credential(
 ):
     """Submit DPAPI credential for masterkey decryption by forwarding to file-enrichment service."""
     try:
-        # Validate required fields based on credential type
-        requires_user_sid = request.type in ["password", "ntlm_hash", "cred_key"]
-        if requires_user_sid and not request.user_sid:
-            raise HTTPException(status_code=400, detail=f"user_sid is required for credential type '{request.type}'")
-
         # Forward the request to the enrichment service
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/dpapi/credentials"
 
-        logger.info(
-            "Forwarding DPAPI credential request", credential_type=request.type, has_user_sid=bool(request.user_sid)
-        )
+        has_user_sid = hasattr(request, "user_sid")
+        logger.info("Forwarding DPAPI credential request", credential_type=request.type, has_user_sid=has_user_sid)
 
         response = requests.post(
             url,
diff --git a/projects/web_api/web_api/models/requests.py b/projects/web_api/web_api/models/requests.py
index 6cce91b..bf7e0ff 100644
--- a/projects/web_api/web_api/models/requests.py
+++ b/projects/web_api/web_api/models/requests.py
@@ -1,4 +1,12 @@
 from pydantic import BaseModel
+from common.models2.dpapi import (
+    CredKeyCredential,
+    DecryptedMasterKeyCredential,
+    DomainBackupKeyCredential,
+    DpapiCredentialRequest,
+    NtlmHashCredential,
+    PasswordCredential,
+)
 
 
 class EnrichmentRequest(BaseModel):
@@ -7,9 +15,3 @@ class EnrichmentRequest(BaseModel):
 
 class CleanupRequest(BaseModel):
     expiration: str | None = None  # ISO datetime or "all"
-
-
-class DpapiCredentialRequest(BaseModel):
-    type: str  # password, ntlm_hash, cred_key, domain_backup_key, dec_master_key
-    value: str
-    user_sid: str | None = None  # Required for password, ntlm_hash, cred_key

From f0b77ae6487fafa262ce4c462cffa11a63d83873 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 3 Sep 2025 23:03:50 -0700
Subject: [PATCH 033/279] refactor routes

---
 .../file_enrichment/controller.py             | 298 +-----------------
 .../file_enrichment/routes/dpapi.py           | 119 +++++++
 .../file_enrichment/routes/enrichments.py     | 202 ++++++++++++
 projects/web_api/web_api/main.py              |   3 +-
 projects/web_api/web_api/models/requests.py   |   8 -
 projects/web_api/web_api/queue_monitor.py     |   4 +-
 6 files changed, 331 insertions(+), 303 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/routes/dpapi.py
 create mode 100644 projects/file_enrichment/file_enrichment/routes/enrichments.py

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 34019ee..15e4beb 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -1,38 +1,24 @@
 # src/workflow/controller.py
 import asyncio
-import binascii
 import json
 import os
 import random
-import urllib.parse
-import uuid
 from contextlib import asynccontextmanager
 from datetime import datetime
-from uuid import UUID
 
-import common.helpers as helpers
 import psycopg
 from common.logger import get_logger
 from common.models import CloudEvent, DotNetOutput, File, NoseyParkerOutput
-from common.models2.dpapi import (
-    CredKeyCredential,
-    DecryptedMasterKeyCredential,
-    DomainBackupKeyCredential,
-    DpapiCredentialRequest,
-    NtlmHashCredential,
-    PasswordCredential,
-)
 from common.state_helpers import get_file_enriched
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
-from fastapi import Body, FastAPI, HTTPException, Path
+from fastapi import FastAPI
 from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
-from nemesis_dpapi import DpapiManager
-from nemesis_dpapi.core import DomainBackupKey
 from psycopg_pool import ConnectionPool
-from pydantic import BaseModel
 
+from .routes.dpapi import router as dpapi_router
+from .routes.enrichments import router as enrichments_router
 from .workflow import (
     get_workflow_client,
     initialize_workflow_runtime,
@@ -60,11 +46,6 @@ pool = ConnectionPool(
     postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows)
 )
 
-
-class EnrichmentRequest(BaseModel):
-    object_id: str
-
-
 module_execution_order = []
 workflow_manager: WorkflowManager = None
 
@@ -341,6 +322,10 @@ async def lifespan(app: FastAPI):
 app = FastAPI(lifespan=lifespan)
 dapr_app = DaprApp(app)
 
+# Include routers
+app.include_router(dpapi_router)
+app.include_router(enrichments_router)
+
 
 async def save_file_message(file: File):
     """Save the file message to the database for recovery purposes"""
@@ -591,275 +576,6 @@ async def process_bulk_enrichment_task(event: CloudEvent):
         logger.exception("Error processing bulk enrichment task", cloud_event=event, error=str(e))
 
 
-@app.get("/llm_enrichments")
-async def list_enabled_llm_enrichments():
-    """List the enabled LLM enrichments based on environment variables."""
-    try:
-        if not workflow_runtime or not workflow_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
-
-        llm_enrichments = []
-        if os.getenv("RIGGING_GENERATOR_CREDENTIALS"):
-            llm_enrichments.append("llm_credential_analysis")
-        if os.getenv("RIGGING_GENERATOR_SUMMARY"):
-            llm_enrichments.append("text_summarizer")
-        if os.getenv("RIGGING_GENERATOR_TRIAGE"):
-            llm_enrichments.append("finding_triage")
-
-        return {"modules": llm_enrichments}
-
-    except Exception as e:
-        logger.exception(e, message="Error listing enabled LLM enrichment modules", pid=os.getpid())
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
-
-
-@app.get("/enrichments")
-async def list_enrichments():
-    """List all available enrichment modules."""
-    try:
-        if not workflow_runtime or not workflow_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
-
-        modules = list(workflow_runtime.modules.keys())
-        return {"modules": modules}
-
-    except Exception as e:
-        logger.exception(e, message="Error listing enrichment modules", pid=os.getpid())
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
-
-
-@app.post("/enrichments/{enrichment_name}")
-async def run_enrichment(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
-    request: EnrichmentRequest = Body(..., description="The enrichment request containing the object ID"),
-):
-    """Run a specific enrichment module directly."""
-
-    try:
-        # Check if module exists
-        if not workflow_runtime or not workflow_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
-
-        if enrichment_name not in workflow_runtime.modules:
-            raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
-
-        # Get the module
-        module = workflow_runtime.modules[enrichment_name]
-
-        # Check if we should process this file - run in thread since it might use sync operations
-        should_process = await asyncio.to_thread(module.should_process, request.object_id)
-        if not should_process:
-            return {
-                "status": "skipped",
-                "message": f"Module {enrichment_name} decided to skip processing",
-                "object_id": request.object_id,
-                "instance_id": "",
-            }
-
-        # Process the file in a separate thread to avoid event loop conflicts
-        result = await asyncio.to_thread(module.process, request.object_id)
-
-        if result:
-            # Store enrichment result in database
-            def store_results():
-                with pool.connection() as conn:
-                    with conn.cursor() as cur:
-                        # Store main enrichment result
-                        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-                        cur.execute(
-                            """
-                            INSERT INTO enrichments (object_id, module_name, result_data)
-                            VALUES (%s, %s, %s)
-                            """,
-                            (request.object_id, enrichment_name, results_escaped),
-                        )
-
-                        # Store any transforms
-                        if result.transforms:
-                            for transform in result.transforms:
-                                cur.execute(
-                                    """
-                                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                    VALUES (%s, %s, %s, %s)
-                                    """,
-                                    (
-                                        request.object_id,
-                                        transform.type,
-                                        transform.object_id,
-                                        json.dumps(transform.metadata) if transform.metadata else None,
-                                    ),
-                                )
-
-                        # Store any findings
-                        if result.findings:
-                            for finding in result.findings:
-                                cur.execute(
-                                    """
-                                    INSERT INTO findings (
-                                        finding_name, category, severity, object_id,
-                                        origin_type, origin_name, raw_data, data
-                                    ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                                    """,
-                                    (
-                                        finding.finding_name,
-                                        finding.category,
-                                        finding.severity,
-                                        request.object_id,
-                                        finding.origin_type,
-                                        finding.origin_name,
-                                        json.dumps(finding.raw_data),
-                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
-                                    ),
-                                )
-
-                    conn.commit()
-
-            # Run database operations in thread
-            await asyncio.to_thread(store_results)
-
-        return {
-            "status": "success",
-            "message": f"Completed enrichment with module '{enrichment_name}'",
-            "object_id": request.object_id,
-            "instance_id": str(uuid.uuid4()),  # Generate a unique instance ID
-        }
-
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.exception(
-            e,
-            message="Error running enrichment module",
-            enrichment_name=enrichment_name,
-            object_id=request.object_id,
-            pid=os.getpid(),
-        )
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
-
-
-@app.post("/enrichments/{enrichment_name}/bulk")
-async def run_bulk_enrichment(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
-):
-    """Bulk enrichment is now handled by the web API using distributed processing."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment has been moved to the web API for distributed processing. Please use the main API endpoint.",
-    )
-
-
-@app.get("/enrichments/{enrichment_name}/bulk/status")
-async def get_bulk_enrichment_status(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to check status for"),
-):
-    """Bulk enrichment status is now handled by the web API."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment status is now handled by the web API. Please use the main API endpoint.",
-    )
-
-
-@app.post("/enrichments/{enrichment_name}/bulk/stop")
-async def stop_bulk_enrichment(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to stop"),
-):
-    """Bulk enrichment stopping is now handled by the web API."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment stopping is now handled by the web API. Please use the main API endpoint.",
-    )
-
-
-@app.post("/dpapi/credentials")
-async def submit_dpapi_credential(
-    request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
-):
-    """Submit DPAPI credential for masterkey decryption."""
-    try:
-        has_user_sid = hasattr(request, "user_sid")
-        logger.info("Received DPAPI credential submission", credential_type=request.type, has_user_sid=has_user_sid)
-
-        # Decode URL encoded value
-        credential_value = urllib.parse.unquote(request.value)
-
-        async with DpapiManager(postgres_connection_string) as dpapi_manager:
-            try:
-                if isinstance(request, DomainBackupKeyCredential):
-                    # Parse domain backup key (base64 encoded PVK)
-                    import base64
-
-                    pvk_data = base64.b64decode(credential_value)
-                    backup_key = DomainBackupKey(
-                        guid=UUID(int=0),  # Will be determined by the key itself
-                        key_data=pvk_data,
-                    )
-                    await dpapi_manager.add_domain_backup_key(backup_key)
-                    result = {"status": "success", "type": "domain_backup_key"}
-
-                elif isinstance(request, DecryptedMasterKeyCredential):
-                    # Parse decrypted master key format: {guid}:key_hex
-                    if ":" not in credential_value:
-                        raise HTTPException(
-                            status_code=400, detail="Decrypted master key must be in format '{guid}:key_hex'"
-                        )
-
-                    guid_str, key_hex = credential_value.split(":", 1)
-                    guid_str = guid_str.strip("{}")
-                    masterkey_guid = UUID(guid_str)
-                    masterkey_data = binascii.unhexlify(key_hex)
-
-                    # Create a MasterKey with the decrypted data and add it
-                    from Crypto.Hash import SHA1
-                    from nemesis_dpapi.core import MasterKey
-
-                    masterkey = MasterKey(
-                        guid=masterkey_guid,
-                        plaintext_key=masterkey_data,
-                        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
-                    )
-
-                    # Add directly to the repository
-                    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
-                    result = {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
-
-                elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
-                    # These credential types require interaction with existing masterkeys
-                    # Since the current DPAPI manager API doesn't directly support adding user credentials,
-                    # we'll return a message indicating this functionality needs to be implemented
-                    # in the DPAPI enrichment module itself
-                    result = {
-                        "status": "not_implemented",
-                        "message": f"Credential type '{request.type}' processing is not yet implemented in the API. "
-                        "This functionality should be handled by the DPAPI enrichment module during file processing.",
-                        "type": request.type,
-                    }
-
-                else:
-                    raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
-
-                logger.info("Successfully processed DPAPI credential", credential_type=request.type, result=result)
-                return {
-                    "status": "success" if result.get("status") == "success" else "partial",
-                    "message": f"Processed {request.type} credential"
-                    + (f": {result.get('message', '')}" if result.get("message") else ""),
-                    "result": result,
-                }
-
-            except ValueError as e:
-                logger.error("Invalid credential format", credential_type=request.type, error=str(e))
-                raise HTTPException(status_code=400, detail=f"Invalid credential format: {str(e)}") from e
-
-            except Exception as e:
-                logger.exception("Error processing DPAPI credential", credential_type=request.type, error=str(e))
-                raise HTTPException(status_code=500, detail=f"Error processing credential: {str(e)}") from e
-
-    except HTTPException:
-        raise
-    except Exception as e:
-        logger.exception("Unexpected error in DPAPI credential submission", error=str(e))
-        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
-
-
 @app.api_route("/healthz", methods=["GET", "HEAD"])
 async def healthcheck():
     """Health check endpoint for Docker healthcheck."""
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
new file mode 100644
index 0000000..f212c1e
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -0,0 +1,119 @@
+"""DPAPI credential submission routes."""
+
+import binascii
+import urllib.parse
+from uuid import UUID
+
+from common.logger import get_logger
+from common.models2.dpapi import (
+    CredKeyCredential,
+    DecryptedMasterKeyCredential,
+    DomainBackupKeyCredential,
+    DpapiCredentialRequest,
+    NtlmHashCredential,
+    PasswordCredential,
+)
+from dapr.clients import DaprClient
+from fastapi import APIRouter, Body, HTTPException
+from nemesis_dpapi import DpapiManager
+from nemesis_dpapi.core import DomainBackupKey
+
+logger = get_logger(__name__)
+
+# Get database connection string
+with DaprClient() as client:
+    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+# Create the router directly - no prefix to maintain original URLs
+router = APIRouter(tags=["dpapi"])
+
+
+@router.post("/dpapi/credentials")
+async def submit_dpapi_credential(
+    request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
+):
+    """Submit DPAPI credential for masterkey decryption."""
+    try:
+        has_user_sid = hasattr(request, "user_sid")
+        logger.info("Received DPAPI credential submission", credential_type=request.type, has_user_sid=has_user_sid)
+
+        # Decode URL encoded value
+        credential_value = urllib.parse.unquote(request.value)
+
+        async with DpapiManager(postgres_connection_string) as dpapi_manager:
+            try:
+                if isinstance(request, DomainBackupKeyCredential):
+                    # Parse domain backup key (base64 encoded PVK)
+                    import base64
+
+                    pvk_data = base64.b64decode(credential_value)
+                    backup_key = DomainBackupKey(
+                        guid=UUID(int=0),  # Will be determined by the key itself
+                        key_data=pvk_data,
+                    )
+                    await dpapi_manager.add_domain_backup_key(backup_key)
+                    result = {"status": "success", "type": "domain_backup_key"}
+
+                elif isinstance(request, DecryptedMasterKeyCredential):
+                    # Parse decrypted master key format: {guid}:key_hex
+                    if ":" not in credential_value:
+                        raise HTTPException(
+                            status_code=400, detail="Decrypted master key must be in format '{guid}:key_hex'"
+                        )
+
+                    guid_str, key_hex = credential_value.split(":", 1)
+                    guid_str = guid_str.strip("{}")
+                    masterkey_guid = UUID(guid_str)
+                    masterkey_data = binascii.unhexlify(key_hex)
+
+                    # Create a MasterKey with the decrypted data and add it
+                    from Crypto.Hash import SHA1
+                    from nemesis_dpapi.core import MasterKey
+
+                    masterkey = MasterKey(
+                        guid=masterkey_guid,
+                        plaintext_key=masterkey_data,
+                        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
+                    )
+
+                    # Add directly to the repository
+                    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
+                    result = {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
+
+                elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
+                    # These credential types require interaction with existing masterkeys
+                    # Since the current DPAPI manager API doesn't directly support adding user credentials,
+                    # we'll return a message indicating this functionality needs to be implemented
+                    # in the DPAPI enrichment module itself
+                    result = {
+                        "status": "not_implemented",
+                        "message": f"Credential type '{request.type}' processing is not yet implemented in the API. "
+                        "This functionality should be handled by the DPAPI enrichment module during file processing.",
+                        "type": request.type,
+                    }
+
+                else:
+                    raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
+
+                logger.info("Successfully processed DPAPI credential", credential_type=request.type, result=result)
+                return {
+                    "status": "success" if result.get("status") == "success" else "partial",
+                    "message": f"Processed {request.type} credential"
+                    + (f": {result.get('message', '')}" if result.get("message") else ""),
+                    "result": result,
+                }
+
+            except ValueError as e:
+                logger.error("Invalid credential format", credential_type=request.type, error=str(e))
+                raise HTTPException(status_code=400, detail=f"Invalid credential format: {str(e)}") from e
+
+            except Exception as e:
+                logger.exception("Error processing DPAPI credential", credential_type=request.type, error=str(e))
+                raise HTTPException(status_code=500, detail=f"Error processing credential: {str(e)}") from e
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception("Unexpected error in DPAPI credential submission", error=str(e))
+        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
new file mode 100644
index 0000000..c86baaa
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -0,0 +1,202 @@
+"""Enrichment module routes."""
+
+import asyncio
+import json
+import os
+import uuid
+
+import common.helpers as helpers
+from common.logger import get_logger
+from fastapi import APIRouter, Body, HTTPException, Path
+from file_enrichment.workflow import workflow_runtime
+from pydantic import BaseModel
+
+logger = get_logger(__name__)
+
+# Create the router directly - no prefix to maintain original URLs
+router = APIRouter(tags=["enrichments"])
+
+
+class EnrichmentRequest(BaseModel):
+    object_id: str
+
+
+@router.get("/llm_enrichments")
+async def list_enabled_llm_enrichments():
+    """List the enabled LLM enrichments based on environment variables."""
+    try:
+        if not workflow_runtime or not workflow_runtime.modules:
+            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+
+        llm_enrichments = []
+        if os.getenv("RIGGING_GENERATOR_CREDENTIALS"):
+            llm_enrichments.append("llm_credential_analysis")
+        if os.getenv("RIGGING_GENERATOR_SUMMARY"):
+            llm_enrichments.append("text_summarizer")
+        if os.getenv("RIGGING_GENERATOR_TRIAGE"):
+            llm_enrichments.append("finding_triage")
+
+        return {"modules": llm_enrichments}
+
+    except Exception as e:
+        logger.exception(e, message="Error listing enabled LLM enrichment modules", pid=os.getpid())
+        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+
+
+@router.get("/enrichments")
+async def list_enrichments():
+    """List all available enrichment modules."""
+    try:
+        if not workflow_runtime or not workflow_runtime.modules:
+            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+
+        modules = list(workflow_runtime.modules.keys())
+        return {"modules": modules}
+
+    except Exception as e:
+        logger.exception(e, message="Error listing enrichment modules", pid=os.getpid())
+        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+
+
+@router.post("/enrichments/{enrichment_name}")
+async def run_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
+    request: EnrichmentRequest = Body(..., description="The enrichment request containing the object ID"),
+):
+    """Run a specific enrichment module directly."""
+    # Import pool from controller module to avoid circular imports
+    from file_enrichment import controller
+
+    try:
+        # Check if module
+        if not workflow_runtime or not workflow_runtime.modules:
+            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+
+        if enrichment_name not in workflow_runtime.modules:
+            raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
+
+        # Get the module
+        module = workflow_runtime.modules[enrichment_name]
+
+        # Check if we should process this file - run in thread since it might use sync operations
+        should_process = await asyncio.to_thread(module.should_process, request.object_id)
+        if not should_process:
+            return {
+                "status": "skipped",
+                "message": f"Module {enrichment_name} decided to skip processing",
+                "object_id": request.object_id,
+                "instance_id": "",
+            }
+
+        # Process the file in a separate thread to avoid event loop conflicts
+        result = await asyncio.to_thread(module.process, request.object_id)
+
+        if result:
+            # Store enrichment result in database
+            def store_results():
+                with controller.pool.connection() as conn:
+                    with conn.cursor() as cur:
+                        # Store main enrichment result
+                        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+                        cur.execute(
+                            """
+                            INSERT INTO enrichments (object_id, module_name, result_data)
+                            VALUES (%s, %s, %s)
+                            """,
+                            (request.object_id, enrichment_name, results_escaped),
+                        )
+
+                        # Store any transforms
+                        if result.transforms:
+                            for transform in result.transforms:
+                                cur.execute(
+                                    """
+                                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                                    VALUES (%s, %s, %s, %s)
+                                    """,
+                                    (
+                                        request.object_id,
+                                        transform.type,
+                                        transform.object_id,
+                                        json.dumps(transform.metadata) if transform.metadata else None,
+                                    ),
+                                )
+
+                        # Store any findings
+                        if result.findings:
+                            for finding in result.findings:
+                                cur.execute(
+                                    """
+                                    INSERT INTO findings (
+                                        finding_name, category, severity, object_id,
+                                        origin_type, origin_name, raw_data, data
+                                    ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
+                                    """,
+                                    (
+                                        finding.finding_name,
+                                        finding.category,
+                                        finding.severity,
+                                        request.object_id,
+                                        finding.origin_type,
+                                        finding.origin_name,
+                                        json.dumps(finding.raw_data),
+                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
+                                    ),
+                                )
+
+                    conn.commit()
+
+            # Run database operations in thread
+            await asyncio.to_thread(store_results)
+
+        return {
+            "status": "success",
+            "message": f"Completed enrichment with module '{enrichment_name}'",
+            "object_id": request.object_id,
+            "instance_id": str(uuid.uuid4()),  # Generate a unique instance ID
+        }
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(
+            e,
+            message="Error running enrichment module",
+            enrichment_name=enrichment_name,
+            object_id=request.object_id,
+            pid=os.getpid(),
+        )
+        raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+
+
+@router.post("/enrichments/{enrichment_name}/bulk")
+async def run_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
+):
+    """Bulk enrichment is now handled by the web API using distributed processing."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment has been moved to the web API for distributed processing. Please use the main API endpoint.",
+    )
+
+
+@router.get("/enrichments/{enrichment_name}/bulk/status")
+async def get_bulk_enrichment_status(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to check status for"),
+):
+    """Bulk enrichment status is now handled by the web API."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment status is now handled by the web API. Please use the main API endpoint.",
+    )
+
+
+@router.post("/enrichments/{enrichment_name}/bulk/stop")
+async def stop_bulk_enrichment(
+    enrichment_name: str = Path(..., description="Name of the enrichment module to stop"),
+):
+    """Bulk enrichment stopping is now handled by the web API."""
+    raise HTTPException(
+        status_code=501,
+        detail="Bulk enrichment stopping is now handled by the web API. Please use the main API endpoint.",
+    )
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 085b10d..5daaa05 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -22,6 +22,7 @@ from common.models2.api import (
     HealthResponse,
     YaraReloadResponse,
 )
+from common.models2.dpapi import DpapiCredentialRequest
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
@@ -31,7 +32,7 @@ from psycopg_pool import ConnectionPool
 from pydantic import ValidationError
 from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
 from web_api.large_containers import LargeContainerProcessor
-from web_api.models.requests import CleanupRequest, DpapiCredentialRequest, EnrichmentRequest
+from web_api.models.requests import CleanupRequest, EnrichmentRequest
 from web_api.models.responses import (
     ContainerStatusResponse,
     ContainerSubmissionResponse,
diff --git a/projects/web_api/web_api/models/requests.py b/projects/web_api/web_api/models/requests.py
index bf7e0ff..b307c73 100644
--- a/projects/web_api/web_api/models/requests.py
+++ b/projects/web_api/web_api/models/requests.py
@@ -1,12 +1,4 @@
 from pydantic import BaseModel
-from common.models2.dpapi import (
-    CredKeyCredential,
-    DecryptedMasterKeyCredential,
-    DomainBackupKeyCredential,
-    DpapiCredentialRequest,
-    NtlmHashCredential,
-    PasswordCredential,
-)
 
 
 class EnrichmentRequest(BaseModel):
diff --git a/projects/web_api/web_api/queue_monitor.py b/projects/web_api/web_api/queue_monitor.py
index 4bf8b7e..f7d6d88 100644
--- a/projects/web_api/web_api/queue_monitor.py
+++ b/projects/web_api/web_api/queue_monitor.py
@@ -248,9 +248,7 @@ class WorkflowQueueMonitor:
             "timestamp": result["timestamp"],
         }
 
-    async def purge_all_workflow_queues(
-        self, topics: list[str] | None = None, confirm: bool = False
-    ) -> dict[str, Any]:
+    async def purge_all_workflow_queues(self, topics: list[str] | None = None, confirm: bool = False) -> dict[str, Any]:
         """
         Purge all messages from workflow queues.
 

From 08b0a3b241fe93451e6ba528172d02d043d2a74f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 4 Sep 2025 01:01:06 -0700
Subject: [PATCH 034/279] start of credential submission

---
 libs/common/common/models2/dpapi.py           | 119 ++++++++++--
 libs/common/poetry.lock                       | 111 ++++++++++-
 libs/common/pyproject.toml                    |   2 +
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |   6 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  56 +++++-
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  63 +++---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  25 ++-
 .../file_enrichment/routes/dpapi.py           | 147 +++++++++-----
 .../file_enrichment/routes/enrichments.py     |   1 -
 projects/file_enrichment/poetry.lock          | 181 +++++++++---------
 projects/file_enrichment/pyproject.toml       |   2 +
 .../Dpapi/DpapiSubmitCredential.jsx           | 123 ++++++++++--
 12 files changed, 613 insertions(+), 223 deletions(-)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 90334c9..8d1fa20 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -1,8 +1,73 @@
 """DPAPI credential models for API requests."""
 
-from typing import Literal, Union
+import re
+from typing import Annotated, Literal
+from uuid import UUID
 
-from pydantic import BaseModel
+from pydantic import BaseModel, Field, field_validator, BeforeValidator, field_serializer
+
+
+def validate_windows_sid(value: str) -> str:
+    """Validate that a string is a valid Windows SID format.
+    
+    Windows SIDs have the format: S-R-I-S-S-...-S
+    Where:
+    - S = literal 'S'
+    - R = revision (usually 1)
+    - I = identifier authority (48-bit number)
+    - S = subauthority values (32-bit numbers)
+    
+    Examples:
+    - S-1-5-21-1234567890-1234567890-1234567890-1001 (domain user)
+    - S-1-5-18 (local system)
+    - S-1-5-32-544 (builtin administrators)
+    """
+    if not isinstance(value, str):
+        raise ValueError("SID must be a string")
+    
+    # Basic format check: starts with S-, all parts are numeric except first
+    sid_pattern = r'^S-\d+(-\d+)*$'
+    
+    if not re.match(sid_pattern, value):
+        raise ValueError(f"Invalid Windows SID format: {value}")
+    
+    # Split and validate components
+    parts = value.split('-')
+    
+    # Must have at least S-R-I-S (4 parts after splitting - need at least one subauthority)
+    if len(parts) < 4:
+        raise ValueError(f"SID must have at least one subauthority: {value}")
+    
+    # First part must be 'S'
+    if parts[0] != 'S':
+        raise ValueError(f"SID must start with 'S': {value}")
+    
+    # Second part is revision (should be 1)
+    try:
+        revision = int(parts[1])
+        if revision != 1:
+            raise ValueError(f"SID revision must be 1, got {revision}: {value}")
+    except ValueError as e:
+        # Re-raise specific revision errors, but catch non-numeric revision errors
+        if "SID revision must be 1" in str(e):
+            raise e
+        raise ValueError(f"Invalid SID revision: {value}") from e
+    
+    # Validate all numeric parts are valid integers
+    for i, part in enumerate(parts[2:], start=2):
+        try:
+            num_val = int(part)
+            # Authority and subauthority values should be non-negative
+            if num_val < 0:
+                raise ValueError(f"SID component at position {i} must be non-negative: {value}")
+        except ValueError as e:
+            raise ValueError(f"Invalid numeric component in SID at position {i}: {value}") from e
+    
+    return value
+
+
+# Annotated type for Windows SID validation
+Sid = Annotated[str, BeforeValidator(validate_windows_sid)]
 
 
 class PasswordCredential(BaseModel):
@@ -10,7 +75,7 @@ class PasswordCredential(BaseModel):
 
     type: Literal["password"]
     value: str  # Plain text password
-    user_sid: str  # Required for password-based credentials
+    user_sid: Sid  # Required for password-based credentials
 
 
 class NtlmHashCredential(BaseModel):
@@ -18,7 +83,7 @@ class NtlmHashCredential(BaseModel):
 
     type: Literal["ntlm_hash"]
     value: str  # Hex string representation of NTLM hash
-    user_sid: str  # Required for NTLM hash credentials
+    user_sid: Sid  # Required for NTLM hash credentials
 
 
 class CredKeyCredential(BaseModel):
@@ -26,7 +91,7 @@ class CredKeyCredential(BaseModel):
 
     type: Literal["cred_key"]
     value: str  # Hex string representation of credential key
-    user_sid: str  # Required for credential key
+    user_sid: Sid  # Required for credential key
 
 
 class DomainBackupKeyCredential(BaseModel):
@@ -34,20 +99,44 @@ class DomainBackupKeyCredential(BaseModel):
 
     type: Literal["domain_backup_key"]
     value: str  # Base64 encoded PVK data
+    guid: str  # Domain backup key GUID (UUID format)
+    domain_controller: str | None = None  # Optional domain controller
+
+    @field_validator("guid")
+    @classmethod
+    def validate_guid_format(cls, v):
+        """Validate that guid is a valid UUID format."""
+        try:
+            UUID(v)  # This will raise ValueError if not valid UUID format
+            return v
+        except ValueError as e:
+            raise ValueError(f"guid must be a valid UUID format, got: {v}") from e
+
+
+class MasterKeyData(BaseModel):
+    """Strongly typed master key data."""
+
+    guid: UUID = Field(description="Master key GUID")
+    key_hex: str = Field(
+        description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$"
+    )
+    
+    @field_serializer('guid')
+    def serialize_guid(self, value: UUID) -> str:
+        return str(value)
 
 
 class DecryptedMasterKeyCredential(BaseModel):
-    """Pre-decrypted master key."""
+    """Pre-decrypted master key with strongly typed data."""
 
     type: Literal["dec_master_key"]
-    value: str  # Format: {guid}:key_hex
+    value: MasterKeyData
 
 
-# Discriminated Union type for all possible credential types
-DpapiCredentialRequest = Union[
-    PasswordCredential,
-    NtlmHashCredential,
-    CredKeyCredential,
-    DomainBackupKeyCredential,
-    DecryptedMasterKeyCredential,
-]
+type DpapiCredentialRequest = (
+    PasswordCredential
+    | NtlmHashCredential
+    | CredKeyCredential
+    | DomainBackupKeyCredential
+    | DecryptedMasterKeyCredential
+)
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index c98a75b..c6d1a88 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -340,6 +340,19 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
 [[package]]
 name = "dapr"
 version = "1.14.0"
@@ -601,6 +614,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "minio"
 version = "7.2.14"
@@ -722,6 +747,34 @@ files = [
     {file = "multidict-6.1.0.tar.gz", hash = "sha256:22ae2ebf9b0c69d206c003e2f6a914ea33f0a932d4aa16f236afc049d9958f4a"},
 ]
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.2.1"
@@ -1021,6 +1074,62 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pytest"
+version = "8.4.1"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.1.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf"},
+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1254,4 +1363,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "e274f852588768d9b93a5c571de0a8991a7d2ec5778b576c8a6634dc3b54817f"
+content-hash = "a943b018720efd72039b4e2c420d653def7a5ef307194ccbfab8a010fcd99430"
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index fb6a1d2..48464f9 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -15,6 +15,8 @@ fastapi = "^0.115.6"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.1"
+pytest-asyncio = "^1.1.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 80c3391..559aecd 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,7 +1,7 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
 from .core import Blob, DomainBackupKey, MasterKey, MasterKeyFile
-from .crypto import DpapiCrypto, MasterKeyEncryptionKey
+from .crypto import CredKey, CredKeyHashType, DpapiCrypto, MasterKeyEncryptionKey
 from .exceptions import (
     DpapiBlobDecryptionError,
     DpapiError,
@@ -10,16 +10,20 @@ from .exceptions import (
     StorageError,
 )
 from .manager import DpapiManager
+from .repositories import MasterKeyFilter
 
 __all__ = [
     # Main classes
     "Blob",
+    "CredKey",
+    "CredKeyHashType",
     "DomainBackupKey",
     "DpapiCrypto",
     "DpapiManager",
     "MasterKey",
     "MasterKeyEncryptionKey",
     "MasterKeyFile",
+    "MasterKeyFilter",
     # Exceptions
     "DpapiError",
     "MasterKeyNotFoundError",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index dfc0bbf..38bd0aa 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -8,15 +8,37 @@ from uuid import UUID
 
 from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from impacket.dpapi import (
+    DPAPI_DOMAIN_RSA_MASTER_KEY,
+    PRIVATE_KEY_BLOB,
+    PVK_FILE_HDR,
+    privatekeyblob_to_pkcs1,
+)
 from impacket.dpapi import DomainKey as ImpacketDomainKey
 
-from .crypto import InvalidBackupKeyError, MasterKeyDecryptionError
 from .dpapi_blob import DPAPI_BLOB
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
 
+class DPAPICryptoError(Exception):
+    """Base exception for DPAPI cryptographic operations."""
+
+    pass
+
+
+class InvalidBackupKeyError(DPAPICryptoError):
+    """Raised when domain backup key is invalid or malformed."""
+
+    pass
+
+
+class MasterKeyDecryptionError(DPAPICryptoError):
+    """Raised when masterkey decryption fails."""
+
+    pass
+
+
 class MasterKeyPolicy(IntFlag):
     """Policy bits for DPAPI masterkey."""
 
@@ -99,7 +121,9 @@ class Blob:
             data1, data2, data3 = struct.unpack("<IHH", data[:8])
             data4 = data[8:16]  # Keep as bytes (big-endian)
 
-            return UUID(f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}")
+            return UUID(
+                f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}"
+            )
 
         if isinstance(data_or_path, (str, Path)):
             file_path = Path(data_or_path)
@@ -127,7 +151,9 @@ class Blob:
         if dpapi_blob["Version"] != 1:
             raise ValueError(f"Invalid outer version: {dpapi_blob['Version']}")
         if dpapi_blob["MasterKeyVersion"] != 1:
-            raise ValueError(f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}")
+            raise ValueError(
+                f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}"
+            )
 
         # Validate the provider GUID is DF9D8CD0-1501-11D1-8C7A-00C04FC297EB
         if provider_guid != DEFAULT_BLOB_PROVIDER_GUID:
@@ -135,7 +161,11 @@ class Blob:
 
         description = ""
         if dpapi_blob["Description"]:
-            description = dpapi_blob["Description"].decode("utf-16le", errors="ignore").rstrip("\x00")
+            description = (
+                dpapi_blob["Description"]
+                .decode("utf-16le", errors="ignore")
+                .rstrip("\x00")
+            )
 
         return cls(
             outerVersion=dpapi_blob["Version"],
@@ -309,12 +339,16 @@ class DomainBackupKey:
             InvalidBackupKeyError: If domain backup key is invalid or malformed
         """
         if not masterkey_file.domain_backup_key:
-            raise MasterKeyDecryptionError("Masterkey file contains no domain backup key data")
+            raise MasterKeyDecryptionError(
+                "Masterkey file contains no domain backup key data"
+            )
 
         try:
             domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
         except Exception as e:
-            raise MasterKeyDecryptionError(f"Failed to parse domain backup key data: {e}") from e
+            raise MasterKeyDecryptionError(
+                f"Failed to parse domain backup key data: {e}"
+            ) from e
 
         try:
             # Extract the private key from the backup key data
@@ -329,7 +363,9 @@ class DomainBackupKey:
             decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
 
             if not decrypted_key:
-                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+                raise MasterKeyDecryptionError(
+                    "Failed to decrypt masterkey with backup key"
+                )
 
             domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
             # From the impacket DPAPI_DOMAIN_RSA_MASTER_KEY structure:
@@ -347,7 +383,9 @@ class DomainBackupKey:
                     f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
                 )
 
-            plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
+            plaintext_key = buffer[
+                key_offset : key_offset + domain_master_key["cbMasterKey"]
+            ]
             plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
 
             return MasterKey(
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 1444d04..848dc46 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -1,18 +1,19 @@
 """DPAPI cryptographic operations."""
 
+from __future__ import annotations
+
 from enum import Enum
+from typing import TYPE_CHECKING
 
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
 from pydantic import BaseModel, field_validator
 
+from .core import DPAPICryptoError
 from .dpapi_blob import DPAPI_BLOB
 
-
-class DPAPICryptoError(Exception):
-    """Base exception for DPAPI cryptographic operations."""
-
-    pass
+if TYPE_CHECKING:
+    from .core import MasterKey
 
 
 class InvalidBlobDataError(DPAPICryptoError):
@@ -27,18 +28,6 @@ class BlobDecryptionError(DPAPICryptoError):
     pass
 
 
-class MasterKeyDecryptionError(DPAPICryptoError):
-    """Raised when masterkey decryption fails."""
-
-    pass
-
-
-class InvalidBackupKeyError(DPAPICryptoError):
-    """Raised when domain backup key is invalid or malformed."""
-
-    pass
-
-
 class Password(BaseModel):
     """Password credential."""
 
@@ -123,8 +112,12 @@ class Pbkdf2Hash(BaseModel):
 
 def _derive_secure_cred_key(ntlm_hash: bytes, user_sid_bytes: bytes) -> bytes:
     """Compute PBKDF2 hash using two-step derivation process."""
-    derived_key = PBKDF2(ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256)  # type: ignore
-    derived_key = PBKDF2(derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256)  # type: ignore
+    derived_key = PBKDF2(
+        ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256
+    )  # type: ignore
+    derived_key = PBKDF2(
+        derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256
+    )  # type: ignore
     return derived_key
 
 
@@ -156,7 +149,9 @@ class CredKey(BaseModel):
             raise ValueError(f"Cannot infer OWF type from key type: {type(self.key)}")
 
     @classmethod
-    def from_password(cls, password: str, hash_type: CredKeyHashType, user_sid: str | None = None) -> "CredKey":
+    def from_password(
+        cls, password: str, hash_type: CredKeyHashType, user_sid: str | None = None
+    ) -> "CredKey":
         """Create CredKey from password by calculating the specified hash type.
 
         Derived from SharpDPAPI's CalculateKeys function: https://github.com/GhostPack/SharpDPAPI/blob/master/SharpDPAPI/lib/Dpapi.cs#L1755
@@ -182,7 +177,9 @@ class CredKey(BaseModel):
             raise ValueError(f"Unsupported hash type: {hash_type}")
 
     @classmethod
-    def from_ntlm(cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: str | None = None) -> "CredKey":
+    def from_ntlm(
+        cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: str | None = None
+    ) -> "CredKey":
         """Create CredKey from NTLM hash."""
 
         if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
@@ -227,7 +224,9 @@ class MasterKeyEncryptionKey(BaseModel):
         return HMAC.new(pwdhash, user_sid_bytes, digestmod=digest_map[digest]).digest()
 
     @classmethod
-    def from_cred_key(cls, cred_key: CredKey, user_sid: str) -> "MasterKeyEncryptionKey":
+    def from_cred_key(
+        cls, cred_key: CredKey, user_sid: str
+    ) -> "MasterKeyEncryptionKey":
         """Generate symmetric key from credential key using derivation algorithm.
 
         Args:
@@ -257,21 +256,27 @@ class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
 
     @staticmethod
-    def decrypt_masterkey_with_mk_key(encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey) -> bytes:
+    def decrypt_masterkey_with_mk_key(
+        encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey
+    ) -> "MasterKey":
         """Decrypt a masterkey using a masterkey encryption key.
 
         Args:
             encrypted_masterkey: The encrypted masterkey data
-            cred_key: The credential key containing hashes
+            mk_key: The masterkey encryption key used to encrypt/decrypt the masterkey
 
         Returns:
-            Decrypted masterkey bytes or None if decryption fails
+            The decrypted MasterKey object
         """
 
-        raise NotImplementedError("MasterKeyEncryptionKey decryption not implemented yet")
+        raise NotImplementedError(
+            "MasterKeyEncryptionKey decryption not implemented yet"
+        )
 
     @staticmethod
-    def decrypt_blob(blob_data: bytes, masterkey: bytes, entropy: bytes | None = None) -> bytes:
+    def decrypt_blob(
+        blob_data: bytes, masterkey: bytes, entropy: bytes | None = None
+    ) -> bytes:
         """Decrypt a DPAPI blob using the provided masterkey SHA1.
 
         Args:
@@ -297,6 +302,8 @@ class DpapiCrypto:
             raise BlobDecryptionError(f"Failed to decrypt DPAPI blob: {e}") from e
 
         if not decrypted_data:
-            raise BlobDecryptionError("Failed to decrypt DPAPI blob despite having a plaintext masterkey")
+            raise BlobDecryptionError(
+                "Failed to decrypt DPAPI blob despite having a plaintext masterkey"
+            )
 
         return decrypted_data
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index b53f024..8d66c24 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -9,9 +9,20 @@ from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, DomainBackupKey, MasterKey
 from .crypto import DpapiCrypto
 from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, Publisher
-from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
-from .storage_in_memory import InMemoryDomainBackupKeyRepository, InMemoryMasterKeyRepository
-from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterKeyRepository, create_tables
+from .exceptions import (
+    DpapiBlobDecryptionError,
+    MasterKeyNotDecryptedError,
+    MasterKeyNotFoundError,
+)
+from .storage_in_memory import (
+    InMemoryDomainBackupKeyRepository,
+    InMemoryMasterKeyRepository,
+)
+from .storage_postgres import (
+    PostgresDomainBackupKeyRepository,
+    PostgresMasterKeyRepository,
+    create_tables,
+)
 
 if TYPE_CHECKING:
     from .repositories import DomainBackupKeyRepository, MasterKeyRepository
@@ -22,7 +33,9 @@ from .repositories import MasterKeyFilter
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
+    def __init__(
+        self, storage_backend: str = "memory", auto_decrypt: bool = True
+    ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -153,7 +166,9 @@ class DpapiManager(Publisher):
         return await self._masterkey_repo.get_masterkey(guid)
 
     async def get_all_masterkeys(
-        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index f212c1e..5fb736a 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -15,8 +15,15 @@ from common.models2.dpapi import (
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, HTTPException
-from nemesis_dpapi import DpapiManager
-from nemesis_dpapi.core import DomainBackupKey
+from nemesis_dpapi import (
+    CredKey,
+    CredKeyHashType,
+    DomainBackupKey,
+    DpapiCrypto,
+    DpapiManager,
+    MasterKeyEncryptionKey,
+    MasterKeyFilter,
+)
 
 logger = get_logger(__name__)
 
@@ -38,61 +45,15 @@ async def submit_dpapi_credential(
         has_user_sid = hasattr(request, "user_sid")
         logger.info("Received DPAPI credential submission", credential_type=request.type, has_user_sid=has_user_sid)
 
-        # Decode URL encoded value
-        credential_value = urllib.parse.unquote(request.value)
-
-        async with DpapiManager(postgres_connection_string) as dpapi_manager:
+        # async with DpapiManager(postgres_connection_string) as dpapi_manager:
+        async with DpapiManager(storage_backend="memory") as dpapi_manager:
             try:
                 if isinstance(request, DomainBackupKeyCredential):
-                    # Parse domain backup key (base64 encoded PVK)
-                    import base64
-
-                    pvk_data = base64.b64decode(credential_value)
-                    backup_key = DomainBackupKey(
-                        guid=UUID(int=0),  # Will be determined by the key itself
-                        key_data=pvk_data,
-                    )
-                    await dpapi_manager.add_domain_backup_key(backup_key)
-                    result = {"status": "success", "type": "domain_backup_key"}
-
+                    result = await _handle_domain_backup_key_credential(dpapi_manager, request)
                 elif isinstance(request, DecryptedMasterKeyCredential):
-                    # Parse decrypted master key format: {guid}:key_hex
-                    if ":" not in credential_value:
-                        raise HTTPException(
-                            status_code=400, detail="Decrypted master key must be in format '{guid}:key_hex'"
-                        )
-
-                    guid_str, key_hex = credential_value.split(":", 1)
-                    guid_str = guid_str.strip("{}")
-                    masterkey_guid = UUID(guid_str)
-                    masterkey_data = binascii.unhexlify(key_hex)
-
-                    # Create a MasterKey with the decrypted data and add it
-                    from Crypto.Hash import SHA1
-                    from nemesis_dpapi.core import MasterKey
-
-                    masterkey = MasterKey(
-                        guid=masterkey_guid,
-                        plaintext_key=masterkey_data,
-                        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
-                    )
-
-                    # Add directly to the repository
-                    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
-                    result = {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
-
+                    result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
                 elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
-                    # These credential types require interaction with existing masterkeys
-                    # Since the current DPAPI manager API doesn't directly support adding user credentials,
-                    # we'll return a message indicating this functionality needs to be implemented
-                    # in the DPAPI enrichment module itself
-                    result = {
-                        "status": "not_implemented",
-                        "message": f"Credential type '{request.type}' processing is not yet implemented in the API. "
-                        "This functionality should be handled by the DPAPI enrichment module during file processing.",
-                        "type": request.type,
-                    }
-
+                    result = await _handle_string_based_credential(dpapi_manager, request)
                 else:
                     raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
@@ -117,3 +78,83 @@ async def submit_dpapi_credential(
     except Exception as e:
         logger.exception("Unexpected error in DPAPI credential submission", error=str(e))
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
+
+
+async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, request: DomainBackupKeyCredential) -> dict:
+    """Handle domain backup key credential submission."""
+    import base64
+
+    # Decode URL encoded value for string-based credentials
+    credential_value = urllib.parse.unquote(request.value)
+    pvk_data = base64.b64decode(credential_value)
+    backup_key = DomainBackupKey(
+        guid=UUID(request.guid),  # Use the provided GUID
+        key_data=pvk_data,
+    )
+    await dpapi_manager.add_domain_backup_key(backup_key)
+    return {"status": "success", "type": "domain_backup_key"}
+
+
+async def _handle_decrypted_master_key_credential(
+    dpapi_manager: DpapiManager, request: DecryptedMasterKeyCredential
+) -> dict:
+    """Handle decrypted master key credential submission."""
+    from Crypto.Hash import SHA1
+    from nemesis_dpapi.core import MasterKey
+
+    # Extract strongly typed master key data
+    masterkey_guid = request.value.guid
+    masterkey_data = binascii.unhexlify(request.value.key_hex)
+
+    # Create a MasterKey with the decrypted data and add it
+    masterkey = MasterKey(
+        guid=masterkey_guid,
+        plaintext_key=masterkey_data,
+        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
+    )
+
+    # Add directly to the repository
+    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
+    return {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
+
+
+async def _handle_string_based_credential(
+    dpapi_manager: DpapiManager, request: PasswordCredential | NtlmHashCredential | CredKeyCredential
+) -> dict:
+    """Handle password, NTLM hash, and cred key credential submissions."""
+
+    if isinstance(request, PasswordCredential):
+        creds_to_try = [
+            CredKey.from_password(request.value, CredKeyHashType.PBKDF2, request.user_sid),
+            CredKey.from_password(request.value, CredKeyHashType.SHA1),
+            CredKey.from_password(request.value, CredKeyHashType.NTLM),
+        ]
+    elif isinstance(request, NtlmHashCredential):
+        hash_bytes = bytes.fromhex(request.value)
+        creds_to_try = [
+            CredKey.from_ntlm(hash_bytes, CredKeyHashType.PBKDF2, request.user_sid),
+            CredKey.from_ntlm(hash_bytes, CredKeyHashType.NTLM),
+        ]
+    elif isinstance(request, CredKeyCredential):
+        hash_bytes = bytes.fromhex(request.value)
+        creds_to_try = [
+            CredKey.from_sha1(hash_bytes),
+        ]
+    else:
+        raise ValueError(f"Unsupported credential type: {request.type}")
+
+    encrypted_masterkeys = await dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+
+    for masterkey in encrypted_masterkeys:
+        if not masterkey.encrypted_key_usercred:
+            continue
+
+        masterkey_bytes = masterkey.encrypted_key_usercred
+
+        for cred in creds_to_try:
+            mk_key = MasterKeyEncryptionKey.from_cred_key(cred, request.user_sid)
+
+            mk = DpapiCrypto.decrypt_masterkey_with_mk_key(masterkey_bytes, mk_key)
+            await dpapi_manager._masterkey_repo.add_masterkey(mk)
+
+    return {"status": "success", "type": request.type}
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index c86baaa..3ff7abb 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -13,7 +13,6 @@ from pydantic import BaseModel
 
 logger = get_logger(__name__)
 
-# Create the router directly - no prefix to maintain original URLs
 router = APIRouter(tags=["enrichments"])
 
 
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index ff8d062..d5685a1 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -1138,87 +1138,6 @@ files = [
     {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
 ]
 
-[[package]]
-name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version < \"3.14\""
-files = [
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-    {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad9413ccdeda48c5afdae7e4fa2192157e991ff761e7ab8fdd8926f40b160cc3"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6"},
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-    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:6883e737d7d9e4899a8a695e00ec36bd4e5e4f18fabe0aca0efe0a4b44cdb13e"},
-    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_x86_64.whl", hash = "sha256:6b8b4a92e1c65048ff98cfe1f735ef8f1ceb72e3d5f0c25fdb12087a23da22be"},
-    {file = "cffi-1.17.1-cp310-cp310-win32.whl", hash = "sha256:c9c3d058ebabb74db66e431095118094d06abf53284d9c81f27300d0e0d8bc7c"},
-    {file = "cffi-1.17.1-cp310-cp310-win_amd64.whl", hash = "sha256:0f048dcf80db46f0098ccac01132761580d28e28bc0f78ae0d58048063317e15"},
-    {file = "cffi-1.17.1-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:a45e3c6913c5b87b3ff120dcdc03f6131fa0065027d0ed7ee6190736a74cd401"},
-    {file = "cffi-1.17.1-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:30c5e0cb5ae493c04c8b42916e52ca38079f1b235c2f8ae5f4527b963c401caf"},
-    {file = "cffi-1.17.1-cp311-cp311-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:f75c7ab1f9e4aca5414ed4d8e5c0e303a34f4421f8a0d47a4d019ceff0ab6af4"},
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 python-versions = ">=3.9"
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 docs = ["docutils", "sphinx (>=5.0)"]
 test = ["pytest"]
 
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     {file = "lief-0.16.6-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a062395b77927d1c011ff18d52277229b3f81c0a2c43650004e79ffc518c23c2"},
-    {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_i686.whl", hash = "sha256:d6156f1f108784e3204d661daffefe1842161936174383ed4b8d363a99ceefee"},
     {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:4b0b7cf01dc72563f25fffea739f0b0c50139618c2ae30976acc847c66853c5a"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8cbc9e6198fb6a7441063a5ab2afd1eaf04d45c88301384ab55fbd088cf58c94"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bc32c3970a1392fd31cd00a5de9fb8ad786cfab2506e34f010c1eabb30c18e3"},
@@ -3459,7 +3384,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -3576,6 +3501,22 @@ files = [
     {file = "pefile-2024.8.26.tar.gz", hash = "sha256:3ff6c5d8b43e8c37bb6e6dd5085658d658a7a0bdcd20b6a07b1fcfc1c4e9d632"},
 ]
 
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "ply"
 version = "3.11"
@@ -4069,7 +4010,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version < \"3.14\" or implementation_name != \"PyPy\""
+markers = "implementation_name != \"PyPy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -4331,6 +4272,21 @@ pydantic-core = ">=2.15.0"
 docs = ["Sphinx (>=5.3.0,<6.0.0)", "furo (>=2022.12.7,<2023.0.0)", "sphinx-copybutton (>=0.5.1,<0.6.0)", "sphinx_design (>=0.3.0,<0.4.0)", "toml (>=0.10.2,<0.11.0)"]
 lxml = ["lxml (>=4.9.0)"]
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pyopenssl"
 version = "24.0.0"
@@ -4495,6 +4451,47 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pytest"
+version = "8.4.1"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
+    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.1.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.1.0-py3-none-any.whl", hash = "sha256:5fe2d69607b0bd75c656d1211f969cadba035030156745ee09e7d71740e58ecf"},
+    {file = "pytest_asyncio-1.1.0.tar.gz", hash = "sha256:796aa822981e01b68c12e4827b8697108f7205020f24b5793b3c41555dab68ea"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -5845,4 +5842,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "71884984e96e58368de974dfdffff871c6f7bbb14762bbc45d9f7fa10162d3df"
+content-hash = "d145142695c323e41575262d9cd8d11a734b7655c91ac526a58af28459800e3c"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index e1b130b..0ab60d2 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -44,6 +44,8 @@ cryptography = "^42.0.8"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.1"
+pytest-asyncio = "^1.1.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index dec246e..3121832 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -5,6 +5,10 @@ const DpapiSubmitCredential = () => {
   const [credentialType, setCredentialType] = useState('password');
   const [credentialValue, setCredentialValue] = useState('');
   const [userSid, setUserSid] = useState('');
+  const [guid, setGuid] = useState('');
+  const [domainController, setDomainController] = useState('');
+  const [masterKeyGuid, setMasterKeyGuid] = useState('');
+  const [keyHex, setKeyHex] = useState('');
   const [isSubmitting, setIsSubmitting] = useState(false);
   const [message, setMessage] = useState({ type: '', text: '' });
 
@@ -31,18 +35,24 @@ const DpapiSubmitCredential = () => {
       value: 'domain_backup_key',
       label: 'Domain Backup Key',
       placeholder: 'AgAAAAAAAAAAAAAANgBjADIAYg... (base64(pvk))',
-      apiType: 'domain_backup_key'
+      apiType: 'domain_backup_key',
+      requiresGuid: true,
+      supportsDomainController: true
     },
     {
       value: 'dec_master_key',
       label: 'Decrypted Master Key',
-      placeholder: '{6d2bd107-a942-4c0d-bf2a-8b3d1264cf73}:0826EC6BC801252E401902AB09FE1068052D07001',
-      apiType: 'dec_master_key'
+      placeholder: 'Enter master key hex data',
+      apiType: 'dec_master_key',
+      structuredValue: true
     }
   ];
 
   const selectedType = credentialTypes.find(type => type.value === credentialType);
   const requiresUserSid = ['password', 'ntlm_hash', 'cred_key'].includes(credentialType);
+  const requiresGuid = selectedType?.requiresGuid || false;
+  const supportsDomainController = selectedType?.supportsDomainController || false;
+  const isStructuredValue = selectedType?.structuredValue || false;
 
   const handleSubmit = async (e) => {
     e.preventDefault();
@@ -68,7 +78,7 @@ const DpapiSubmitCredential = () => {
         },
         body: JSON.stringify({
           type: selectedType.apiType,
-          value: encodeURIComponent(credentialValue),
+          value: credentialValue,
           ...(requiresUserSid && { user_sid: userSid })
         }),
       });
@@ -137,6 +147,10 @@ const DpapiSubmitCredential = () => {
                   setCredentialType(e.target.value);
                   setCredentialValue('');
                   setUserSid('');
+                  setGuid('');
+                  setDomainController('');
+                  setMasterKeyGuid('');
+                  setKeyHex('');
                   setMessage({ type: '', text: '' });
                 }}
                 className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 appearance-none pr-10"
@@ -169,20 +183,93 @@ const DpapiSubmitCredential = () => {
             </div>
           )}
 
-          {/* Credential Value Input */}
-          <div>
-            <label htmlFor="credential-value" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
-              Credential Value
-            </label>
-            <textarea
-              id="credential-value"
-              value={credentialValue}
-              onChange={(e) => setCredentialValue(e.target.value)}
-              placeholder={selectedType?.placeholder}
-              rows={4}
-              className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical"
-            />
-          </div>
+          {/* GUID Input - For domain_backup_key */}
+          {requiresGuid && (
+            <div>
+              <label htmlFor="guid" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                Backup Key GUID
+              </label>
+              <input
+                type="text"
+                id="guid"
+                value={guid}
+                onChange={(e) => setGuid(e.target.value)}
+                placeholder="6d2bd107-a942-4c0d-bf2a-8b3d1264cf73"
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500"
+                required
+              />
+            </div>
+          )}
+
+          {/* Domain Controller Input - Optional for domain_backup_key */}
+          {supportsDomainController && (
+            <div>
+              <label htmlFor="domain-controller" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                Domain Controller (Optional)
+              </label>
+              <input
+                type="text"
+                id="domain-controller"
+                value={domainController}
+                onChange={(e) => setDomainController(e.target.value)}
+                placeholder="dc.domain.com"
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500"
+              />
+            </div>
+          )}
+
+          {/* Master Key GUID - For dec_master_key */}
+          {isStructuredValue && (
+            <div>
+              <label htmlFor="master-key-guid" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                Master Key GUID
+              </label>
+              <input
+                type="text"
+                id="master-key-guid"
+                value={masterKeyGuid}
+                onChange={(e) => setMasterKeyGuid(e.target.value)}
+                placeholder="6d2bd107-a942-4c0d-bf2a-8b3d1264cf73"
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500"
+                required
+              />
+            </div>
+          )}
+
+          {/* Key Hex - For dec_master_key */}
+          {isStructuredValue && (
+            <div>
+              <label htmlFor="key-hex" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                Key Hex
+              </label>
+              <textarea
+                id="key-hex"
+                value={keyHex}
+                onChange={(e) => setKeyHex(e.target.value)}
+                placeholder="0826EC6BC801252E401902AB09FE1068052D07001"
+                rows={3}
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical font-mono"
+                required
+              />
+            </div>
+          )}
+
+          {/* Credential Value Input - For other types */}
+          {!isStructuredValue && (
+            <div>
+              <label htmlFor="credential-value" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
+                Credential Value
+              </label>
+              <textarea
+                id="credential-value"
+                value={credentialValue}
+                onChange={(e) => setCredentialValue(e.target.value)}
+                placeholder={selectedType?.placeholder}
+                rows={4}
+                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical"
+              />
+            </div>
+          )}
 
           {/* Submit Button */}
           <div className="flex justify-end">

From d27c0259af7ce14fd5b6225b4543ea0f98879eed Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 4 Sep 2025 02:17:27 -0700
Subject: [PATCH 035/279] add dpapimanager to route+backgroud task, better
 types

---
 libs/common/tests/test_sid_validation.py      | 80 +++++++++++++++++
 .../keytab/analyzer.py                        | 78 +++++++++--------
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 22 ++---
 libs/nemesis_dpapi/tests/test_crypto.py       |  5 +-
 .../file_enrichment/controller.py             | 19 ++++-
 .../file_enrichment/file_linking/__init__.py  |  2 +-
 .../file_enrichment/routes/dpapi.py           | 85 +++++++++++++------
 .../Dpapi/DpapiSubmitCredential.jsx           | 41 +++++++--
 8 files changed, 237 insertions(+), 95 deletions(-)
 create mode 100644 libs/common/tests/test_sid_validation.py

diff --git a/libs/common/tests/test_sid_validation.py b/libs/common/tests/test_sid_validation.py
new file mode 100644
index 0000000..26f275d
--- /dev/null
+++ b/libs/common/tests/test_sid_validation.py
@@ -0,0 +1,80 @@
+"""Pytest tests for Windows SID validation."""
+
+import pytest
+from common.models2.dpapi import PasswordCredential, validate_windows_sid
+from pydantic import ValidationError
+
+
+class TestSidValidation:
+    """Test cases for Windows SID validation."""
+
+    def test_valid_sids(self):
+        """Test valid Windows SID formats."""
+        valid_sids = [
+            "S-1-5-21-1234567890-1234567890-1234567890-1001",  # Domain user
+            "S-1-5-18",  # Local system
+            "S-1-5-32-544",  # Builtin administrators
+            "S-1-5-21-0-0-0-500",  # Domain administrator
+            "S-1-1-0",  # Everyone
+            "S-1-5-4",  # Interactive
+        ]
+
+        for sid in valid_sids:
+            # Test direct validation function
+            validated = validate_windows_sid(sid)
+            assert validated == sid
+
+            # Test in model
+            cred = PasswordCredential(type="password", value="test", user_sid=sid)
+            assert cred.user_sid == sid
+
+    def test_invalid_sids(self):
+        """Test invalid Windows SID formats."""
+        invalid_sids = [
+            "not-a-sid",
+            "S-2-5-21-1234567890-1234567890-1234567890-1001",  # Wrong revision
+            "S-1",  # Too short
+            "S-1-5",  # Missing subauthority
+            "S-1-5-abc",  # Non-numeric subauthority
+            "S-1--5-21-1001",  # Empty component
+            "S-1-5-21--1001",  # Empty component
+            "",  # Empty string
+            "1-5-21-1001",  # Missing S prefix
+            "S-1-5-21-1234567890-1234567890-1234567890-1001-",  # Trailing dash
+            "S-1-5--21-1001",  # Double dash
+        ]
+
+        for sid in invalid_sids:
+            # Test direct validation function
+            with pytest.raises(ValueError, match="Invalid|SID"):
+                validate_windows_sid(sid)
+
+            # Test in model
+            with pytest.raises(ValidationError):
+                PasswordCredential(type="password", value="test", user_sid=sid)
+
+    def test_sid_type_annotation(self):
+        """Test that Sid type annotation works correctly."""
+        # Valid SID should work
+        valid_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+        cred = PasswordCredential(type="password", value="test", user_sid=valid_sid)
+        assert cred.user_sid == valid_sid
+
+        # Invalid SID should raise ValidationError
+        with pytest.raises(ValidationError) as exc_info:
+            PasswordCredential(type="password", value="test", user_sid="invalid-sid")
+
+        assert "Invalid Windows SID format" in str(exc_info.value)
+
+    def test_sid_revision_validation(self):
+        """Test that only revision 1 is accepted."""
+        with pytest.raises(ValueError, match="SID revision must be 1"):
+            validate_windows_sid("S-2-5-21-1234567890-1234567890-1234567890-1001")
+
+    def test_sid_non_string_input(self):
+        """Test that non-string inputs are rejected."""
+        with pytest.raises(ValueError, match="SID must be a string"):
+            validate_windows_sid(123)
+
+        with pytest.raises(ValueError, match="SID must be a string"):
+            validate_windows_sid(None)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
index e790de2..b0299cd 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
@@ -9,8 +9,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from impacket.structure import Structure
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
@@ -83,81 +81,81 @@ rule Keytab_File
         """Parse a single keytab entry."""
         try:
             offset = 0
-            
+
             # Number of components (2 bytes)
             if offset + 2 > len(entry_data):
                 return None
-            num_components = unpack(">h", entry_data[offset:offset+2])[0]
+            num_components = unpack(">h", entry_data[offset : offset + 2])[0]
             offset += 2
-            
+
             # Realm length and value
             if offset + 2 > len(entry_data):
                 return None
-            realm_len = unpack(">h", entry_data[offset:offset+2])[0]
+            realm_len = unpack(">h", entry_data[offset : offset + 2])[0]
             offset += 2
-            
+
             if offset + realm_len > len(entry_data):
                 return None
-            realm = entry_data[offset:offset+realm_len].decode('utf-8', errors='replace')
+            realm = entry_data[offset : offset + realm_len].decode("utf-8", errors="replace")
             offset += realm_len
-            
+
             # Components (principal parts)
             components = []
             for i in range(num_components):
                 if offset + 2 > len(entry_data):
                     return None
-                comp_len = unpack(">h", entry_data[offset:offset+2])[0]
+                comp_len = unpack(">h", entry_data[offset : offset + 2])[0]
                 offset += 2
-                
+
                 if offset + comp_len > len(entry_data):
                     return None
-                component = entry_data[offset:offset+comp_len].decode('utf-8', errors='replace')
+                component = entry_data[offset : offset + comp_len].decode("utf-8", errors="replace")
                 components.append(component)
                 offset += comp_len
-            
+
             principal = "/".join(components)
-            
+
             # Name type (4 bytes)
             if offset + 4 > len(entry_data):
                 return None
-            name_type = unpack(">I", entry_data[offset:offset+4])[0]
+            name_type = unpack(">I", entry_data[offset : offset + 4])[0]
             offset += 4
-            
+
             # Timestamp (4 bytes)
             if offset + 4 > len(entry_data):
                 return None
-            timestamp = unpack(">I", entry_data[offset:offset+4])[0]
+            timestamp = unpack(">I", entry_data[offset : offset + 4])[0]
             offset += 4
-            
+
             # KVNO (1 byte)
             if offset + 1 > len(entry_data):
                 return None
             kvno = entry_data[offset]
             offset += 1
-            
+
             # Key type (2 bytes)
             if offset + 2 > len(entry_data):
                 return None
-            key_type = unpack(">H", entry_data[offset:offset+2])[0]
+            key_type = unpack(">H", entry_data[offset : offset + 2])[0]
             offset += 2
-            
+
             # Key length (2 bytes)
             if offset + 2 > len(entry_data):
                 return None
-            key_length = unpack(">H", entry_data[offset:offset+2])[0]
+            key_length = unpack(">H", entry_data[offset : offset + 2])[0]
             offset += 2
-            
+
             # Key data
             if offset + key_length > len(entry_data):
                 return None
-            key_data = entry_data[offset:offset+key_length]
-            
+            key_data = entry_data[offset : offset + key_length]
+
             # Format timestamp
             if timestamp > 0:
                 timestamp_dt = datetime.fromtimestamp(timestamp, tz=UTC).isoformat()
             else:
                 timestamp_dt = "N/A"
-            
+
             return {
                 "realm": realm,
                 "principal": principal,
@@ -167,9 +165,9 @@ rule Keytab_File
                 "key": binascii.hexlify(key_data).decode("ascii"),
                 "timestamp": timestamp_dt,
                 "kvno": kvno,
-                "name_type": name_type
+                "name_type": name_type,
             }
-            
+
         except Exception as e:
             logger.error(f"Error parsing keytab entry: {e}")
             return None
@@ -177,42 +175,42 @@ rule Keytab_File
     def _parse_keytab_manual(self, file_data):
         """Manual keytab parsing implementation."""
         entries = []
-        
+
         # Check version
         if len(file_data) < 2:
             return [{"error": "File too small"}]
-        
+
         version = unpack(">H", file_data[0:2])[0]
         if version != 0x0502:
             entries.append({"error": f"Unexpected keytab version: 0x{version:x}"})
             return entries
-        
+
         offset = 2
-        
+
         while offset < len(file_data):
             try:
                 # Read entry size
                 if offset + 4 > len(file_data):
                     break
-                    
-                entry_size = unpack(">I", file_data[offset:offset+4])[0]
+
+                entry_size = unpack(">I", file_data[offset : offset + 4])[0]
                 offset += 4
-                
+
                 if entry_size == 0 or offset + entry_size > len(file_data):
                     break
-                    
-                entry_data = file_data[offset:offset+entry_size]
+
+                entry_data = file_data[offset : offset + entry_size]
                 offset += entry_size
-                
+
                 # Parse entry
                 entry = self._parse_keytab_entry(entry_data)
                 if entry:
                     entries.append(entry)
-                    
+
             except Exception as e:
                 logger.error(f"Error parsing keytab entry at offset {offset}: {e}")
                 break
-                
+
         return entries
 
     def _parse_keytab(self, file_data):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 8d66c24..3d537c1 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -9,20 +9,9 @@ from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, DomainBackupKey, MasterKey
 from .crypto import DpapiCrypto
 from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, Publisher
-from .exceptions import (
-    DpapiBlobDecryptionError,
-    MasterKeyNotDecryptedError,
-    MasterKeyNotFoundError,
-)
-from .storage_in_memory import (
-    InMemoryDomainBackupKeyRepository,
-    InMemoryMasterKeyRepository,
-)
-from .storage_postgres import (
-    PostgresDomainBackupKeyRepository,
-    PostgresMasterKeyRepository,
-    create_tables,
-)
+from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .storage_in_memory import InMemoryDomainBackupKeyRepository, InMemoryMasterKeyRepository
+from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterKeyRepository, create_tables
 
 if TYPE_CHECKING:
     from .repositories import DomainBackupKeyRepository, MasterKeyRepository
@@ -30,12 +19,11 @@ if TYPE_CHECKING:
 from .repositories import MasterKeyFilter
 
 
+# TODO: Make thread safe
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(
-        self, storage_backend: str = "memory", auto_decrypt: bool = True
-    ) -> None:
+    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index 6d48415..b06c054 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -27,6 +27,7 @@ credkey_ntlm_hash = ntlm_hash
 credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
 credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
 
+masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
 masterkey_bytes = bytes.fromhex(
     "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
 )
@@ -364,7 +365,7 @@ class TestDPAPICrypto:
 
     def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
         blob = Blob.parse(blob_with_entropy)
-        assert blob.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+        assert blob.masterkey_guid == masterkey_uuid
 
         masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
 
@@ -380,7 +381,7 @@ class TestDPAPICrypto:
     def test_decrypt_blob_without_entropy(self, blob_without_entropy: bytes):
         blob = Blob.parse(blob_without_entropy)
 
-        assert blob.masterkey_guid == UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+        assert blob.masterkey_guid == masterkey_uuid
 
         masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
         decrypted_data = DpapiCrypto.decrypt_blob(
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 15e4beb..905e279 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -17,7 +17,7 @@ from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
 from psycopg_pool import ConnectionPool
 
-from .routes.dpapi import router as dpapi_router
+from .routes.dpapi import dpapi_background_monitor, dpapi_router
 from .routes.enrichments import router as enrichments_router
 from .workflow import (
     get_workflow_client,
@@ -258,7 +258,7 @@ async def postgres_notify_listener():
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """FastAPI lifespan manager for workflow runtime setup/teardown"""
-    global module_execution_order, workflow_manager, notify_listener_task
+    global module_execution_order, workflow_manager, notify_listener_task, background_dpapi_task
 
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
@@ -281,6 +281,10 @@ async def lifespan(app: FastAPI):
         notify_listener_task = asyncio.create_task(postgres_notify_listener())
         logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
 
+        # Start masterkey watcher in background
+        background_dpapi_task = asyncio.create_task(dpapi_background_monitor())
+        logger.info("Started masterkey watcher task", pid=os.getpid())
+
         # Recover any interrupted workflows before starting normal processing
         await recover_interrupted_workflows()
 
@@ -300,6 +304,15 @@ async def lifespan(app: FastAPI):
     try:
         logger.info("Shutting down workflow runtime...", pid=os.getpid())
 
+        # Cancel masterkey watcher task
+        if background_dpapi_task and not background_dpapi_task.done():
+            logger.info("Cancelling masterkey watcher task...", pid=os.getpid())
+            background_dpapi_task.cancel()
+            try:
+                await background_dpapi_task
+            except asyncio.CancelledError:
+                logger.info("Masterkey watcher task cancelled", pid=os.getpid())
+
         # Cancel PostgreSQL NOTIFY listener
         if notify_listener_task and not notify_listener_task.done():
             logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
@@ -326,6 +339,8 @@ dapr_app = DaprApp(app)
 app.include_router(dpapi_router)
 app.include_router(enrichments_router)
 
+background_dpapi_task = None
+
 
 async def save_file_message(file: File):
     """Save the file message to the database for recovery purposes"""
diff --git a/projects/file_enrichment/file_enrichment/file_linking/__init__.py b/projects/file_enrichment/file_enrichment/file_linking/__init__.py
index 669c8e2..ebe19aa 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/__init__.py
+++ b/projects/file_enrichment/file_enrichment/file_linking/__init__.py
@@ -4,7 +4,7 @@ File linking system for Nemesis.
 This module provides rule-based detection and tracking of file dependencies and relationships.
 """
 
-from .rules_engine import FileLinkingEngine
 from .database_service import FileLinkingDatabaseService
+from .rules_engine import FileLinkingEngine
 
 __all__ = ["FileLinkingEngine", "FileLinkingDatabaseService"]
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 5fb736a..ae36ecf 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -1,7 +1,10 @@
 """DPAPI credential submission routes."""
 
+import asyncio
 import binascii
 import urllib.parse
+from functools import lru_cache
+from typing import Annotated
 from uuid import UUID
 
 from common.logger import get_logger
@@ -14,7 +17,7 @@ from common.models2.dpapi import (
     PasswordCredential,
 )
 from dapr.clients import DaprClient
-from fastapi import APIRouter, Body, HTTPException
+from fastapi import APIRouter, Body, Depends, HTTPException
 from nemesis_dpapi import (
     CredKey,
     CredKeyHashType,
@@ -27,17 +30,47 @@ from nemesis_dpapi import (
 
 logger = get_logger(__name__)
 
+
+# Using lru_cache to create a singleton instance of DpapiManager
+@lru_cache
+def get_dpapi_manager() -> DpapiManager:
+    return DpapiManager(storage_backend="memory")
+
+
+DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
+
+
+async def dpapi_background_monitor() -> None:
+    dpapi_manager = get_dpapi_manager()
+    while True:
+        try:
+            num_masterkeys = await dpapi_manager.get_all_masterkeys()
+            num_dec_masterkeys = len([mk for mk in num_masterkeys if mk.is_decrypted])
+            backupkeys = await dpapi_manager._backup_key_repo.get_all_backup_keys()
+            logger.info(
+                "Background DPAPI manager loop tick",
+                num_masterkeys=len(num_masterkeys),
+                num_dec_masterkeys=num_dec_masterkeys,
+                num_backup_keys=len(backupkeys),
+            )
+        except Exception as e:
+            logger.exception("Error in DPAPI background monitor", error=str(e))
+
+        await asyncio.sleep(5)
+
+
 # Get database connection string
 with DaprClient() as client:
     secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
     postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
 # Create the router directly - no prefix to maintain original URLs
-router = APIRouter(tags=["dpapi"])
+dpapi_router = APIRouter(tags=["dpapi"])
 
 
-@router.post("/dpapi/credentials")
+@dpapi_router.post("/dpapi/credentials")
 async def submit_dpapi_credential(
+    dpapi_manager: DpapiManagerDep,
     request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
 ):
     """Submit DPAPI credential for masterkey decryption."""
@@ -45,33 +78,31 @@ async def submit_dpapi_credential(
         has_user_sid = hasattr(request, "user_sid")
         logger.info("Received DPAPI credential submission", credential_type=request.type, has_user_sid=has_user_sid)
 
-        # async with DpapiManager(postgres_connection_string) as dpapi_manager:
-        async with DpapiManager(storage_backend="memory") as dpapi_manager:
-            try:
-                if isinstance(request, DomainBackupKeyCredential):
-                    result = await _handle_domain_backup_key_credential(dpapi_manager, request)
-                elif isinstance(request, DecryptedMasterKeyCredential):
-                    result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
-                elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
-                    result = await _handle_string_based_credential(dpapi_manager, request)
-                else:
-                    raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
+        try:
+            if isinstance(request, DomainBackupKeyCredential):
+                result = await _handle_domain_backup_key_credential(dpapi_manager, request)
+            elif isinstance(request, DecryptedMasterKeyCredential):
+                result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
+            elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
+                result = await _handle_string_based_credential(dpapi_manager, request)
+            else:
+                raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
-                logger.info("Successfully processed DPAPI credential", credential_type=request.type, result=result)
-                return {
-                    "status": "success" if result.get("status") == "success" else "partial",
-                    "message": f"Processed {request.type} credential"
-                    + (f": {result.get('message', '')}" if result.get("message") else ""),
-                    "result": result,
-                }
+            logger.info("Successfully processed DPAPI credential", credential_type=request.type, result=result)
+            return {
+                "status": "success" if result.get("status") == "success" else "partial",
+                "message": f"Processed {request.type} credential"
+                + (f": {result.get('message', '')}" if result.get("message") else ""),
+                "result": result,
+            }
 
-            except ValueError as e:
-                logger.error("Invalid credential format", credential_type=request.type, error=str(e))
-                raise HTTPException(status_code=400, detail=f"Invalid credential format: {str(e)}") from e
+        except ValueError as e:
+            logger.error("Invalid credential format", credential_type=request.type, error=str(e))
+            raise HTTPException(status_code=400, detail=f"Invalid credential format: {str(e)}") from e
 
-            except Exception as e:
-                logger.exception("Error processing DPAPI credential", credential_type=request.type, error=str(e))
-                raise HTTPException(status_code=500, detail=f"Error processing credential: {str(e)}") from e
+        except Exception as e:
+            logger.exception("Error processing DPAPI credential", credential_type=request.type, error=str(e))
+            raise HTTPException(status_code=500, detail=f"Error processing credential: {str(e)}") from e
 
     except HTTPException:
         raise
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 3121832..16021fd 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -57,9 +57,20 @@ const DpapiSubmitCredential = () => {
   const handleSubmit = async (e) => {
     e.preventDefault();
 
-    if (!credentialValue.trim()) {
-      setMessage({ type: 'error', text: 'Please enter a credential value' });
-      return;
+    if (isStructuredValue) {
+      if (!masterKeyGuid.trim()) {
+        setMessage({ type: 'error', text: 'Please enter a Master Key GUID' });
+        return;
+      }
+      if (!keyHex.trim()) {
+        setMessage({ type: 'error', text: 'Please enter Key Hex' });
+        return;
+      }
+    } else {
+      if (!credentialValue.trim()) {
+        setMessage({ type: 'error', text: 'Please enter a credential value' });
+        return;
+      }
     }
 
     if (requiresUserSid && !userSid.trim()) {
@@ -78,8 +89,17 @@ const DpapiSubmitCredential = () => {
         },
         body: JSON.stringify({
           type: selectedType.apiType,
-          value: credentialValue,
-          ...(requiresUserSid && { user_sid: userSid })
+          ...(isStructuredValue ? {
+            value: {
+              guid: masterKeyGuid,
+              key_hex: keyHex
+            }
+          } : {
+            value: credentialValue
+          }),
+          ...(requiresUserSid && { user_sid: userSid }),
+          ...(requiresGuid && guid.trim() && { guid }),
+          ...(supportsDomainController && domainController.trim() && { domain_controller: domainController })
         }),
       });
 
@@ -87,6 +107,10 @@ const DpapiSubmitCredential = () => {
         setMessage({ type: 'success', text: 'Credential submitted successfully!' });
         setCredentialValue('');
         setUserSid('');
+        setGuid('');
+        setDomainController('');
+        setMasterKeyGuid('');
+        setKeyHex('');
       } else {
         let errorMessage = `HTTP ${response.status}`;
         try {
@@ -275,7 +299,12 @@ const DpapiSubmitCredential = () => {
           <div className="flex justify-end">
             <button
               type="submit"
-              disabled={isSubmitting || !credentialValue.trim() || (requiresUserSid && !userSid.trim())}
+              disabled={
+                isSubmitting || 
+                (isStructuredValue ? (!masterKeyGuid.trim() || !keyHex.trim()) : !credentialValue.trim()) ||
+                (requiresUserSid && !userSid.trim()) ||
+                (requiresGuid && !guid.trim())
+              }
               className="inline-flex items-center px-4 py-2 border border-transparent text-sm font-medium rounded-md text-white bg-blue-600 hover:bg-blue-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-blue-500 disabled:opacity-50 disabled:cursor-not-allowed transition-colors"
             >
               {isSubmitting ? (

From 6f59fd0128b928b75bb0b6d4b82071b13948414e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 4 Sep 2025 15:07:58 -0700
Subject: [PATCH 036/279] Moved `file_linking` code from `file_enrichment` into
 a library

-Moved `file_linking` code from `file_enrichment` into a library
-Added windows dpapi_master_keys.yaml file link rule
-Started integrating `nemesis_dpapi` library into chromium parser code
---
 infra/postgres/01-schema.sql                  |   3 +-
 libs/chromium/chromium/local_state.py         |  52 +-
 libs/chromium/poetry.lock                     |  21 +-
 libs/chromium/pyproject.toml                  |   1 +
 .../chromium_cookies/analyzer.py              |   3 +
 .../chromium_localstate/analyzer.py           |   5 +-
 .../chromium_logins/analyzer.py               |   3 +
 libs/file_linking/.vscode/settings.json       |  56 +
 libs/file_linking/README.md                   |   2 +
 libs/file_linking/file_linking/__init__.py    |  17 +
 .../file_linking/database_service.py          |   0
 .../file_linking}/file_linking/helpers.py     |  63 +-
 .../file_linking/rules/chromium/cookies.yaml  |   0
 .../rules/chromium/local_state.yaml           |  14 -
 .../rules/chromium/login_data.yaml            |   0
 .../rules/windows/dpapi_master_keys.yaml      |  23 +
 .../file_linking/rules/windows/security.yaml  |   0
 .../file_linking/rules/windows/system.yaml    |   0
 .../file_linking/rules_engine.py              |   4 +-
 libs/file_linking/poetry.lock                 | 969 ++++++++++++++++++
 libs/file_linking/poetry.toml                 |   3 +
 libs/file_linking/pyproject.toml              |  19 +
 libs/file_linking/tests/__init__.py           |   0
 .../file_enrichment/file_linking/__init__.py  |  10 -
 .../file_enrichment/workflow.py               |   5 +-
 projects/file_enrichment/poetry.lock          | 165 ++-
 projects/file_enrichment/pyproject.toml       |   1 +
 27 files changed, 1345 insertions(+), 94 deletions(-)
 create mode 100644 libs/file_linking/.vscode/settings.json
 create mode 100644 libs/file_linking/README.md
 create mode 100644 libs/file_linking/file_linking/__init__.py
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/database_service.py (100%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/helpers.py (65%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules/chromium/cookies.yaml (100%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules/chromium/local_state.yaml (62%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules/chromium/login_data.yaml (100%)
 create mode 100644 libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules/windows/security.yaml (100%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules/windows/system.yaml (100%)
 rename {projects/file_enrichment/file_enrichment => libs/file_linking}/file_linking/rules_engine.py (99%)
 create mode 100644 libs/file_linking/poetry.lock
 create mode 100644 libs/file_linking/poetry.toml
 create mode 100644 libs/file_linking/pyproject.toml
 create mode 100644 libs/file_linking/tests/__init__.py
 delete mode 100644 projects/file_enrichment/file_enrichment/file_linking/__init__.py

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index f666842..9244482 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -668,7 +668,8 @@ CREATE TABLE chromium.state_keys (
     app_bound_key_enc BYTEA NOT NULL,                   -- os_crypt.app_bound_encrypted_key in Chromium `Local State` file (post v127)
     app_bound_key_system_masterkey_guid UUID,           -- associated _system_ masterkey GUID for key_bytes_enc
     app_bound_key_user_masterkey_guid UUID,             -- associated _user_ masterkey GUID for key_bytes_enc
-    app_bound_key_dec BYTEA NOT NULL,
+    app_bound_key_dec_inter BYTEA NOT NULL,             -- intermediate dec value after the SYSTEM key has been used
+    app_bound_key_dec BYTEA NOT NULL,                   -- completely dec value
     app_bound_key_is_decrypted BOOLEAN,
 
     UNIQUE (source, username, browser)
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 7d010e7..d4a1f16 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -2,13 +2,16 @@
 
 import base64
 import json
+import ntpath
 
 import psycopg
 import structlog
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from file_linking import add_file_linking
 from impacket.dpapi import DPAPI_BLOB
 from impacket.uuid import bin_to_string
+from nemesis_dpapi import Blob, DpapiManager
 
 from .helpers import (
     detect_encryption_type,
@@ -19,7 +22,9 @@ from .helpers import (
 logger = structlog.get_logger(module=__name__)
 
 
-def process_chromium_local_state(object_id: str, file_path: str | None = None) -> None:
+def process_chromium_local_state(
+    object_id: str, file_path: str | None = None, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Process Chromium Local State file and insert state keys into database.
 
     Args:
@@ -46,7 +51,7 @@ def process_chromium_local_state(object_id: str, file_path: str | None = None) -
 
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
-        _insert_state_keys(file_enriched, username, browser, content, pg_conn)
+        _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
 
     logger.debug("Completed processing Chromium Local State", object_id=object_id)
 
@@ -86,7 +91,9 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
         return base64.b64decode(app_bound_key_b64), None
 
 
-def _insert_state_keys(file_enriched, username: str | None, browser: str, content: str, pg_conn) -> None:
+def _insert_state_keys(
+    file_enriched, username: str | None, browser: str, content: str, pg_conn, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Parse Local State JSON and insert state keys into chromium.state_keys table."""
     try:
         # Parse JSON content
@@ -95,6 +102,10 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
         # Extract os_crypt section
         os_crypt = data.get("os_crypt", {})
 
+        key_bytes_dec = b""
+        app_bound_key_dec_inter = b""
+        app_bound_key_dec = b""
+
         # Get encrypted_key (pre v127)
         encrypted_key_b64 = os_crypt.get("encrypted_key")
         key_bytes_enc = b""
@@ -112,6 +123,10 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
             encryption_type, masterkey_guid = detect_encryption_type(dpapi_bytes)
             if encryption_type == "dpapi":
                 key_masterkey_guid = masterkey_guid
+                try:
+                    key_bytes_dec = dpapi_manager.decrypt_blob(Blob(dpapi_bytes))
+                except Exception:
+                    logger.warning(f"Unable to decrypt DPAPI blob: {key_masterkey_guid}")
 
         # Get app_bound_encrypted_key (post v127)
         app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
@@ -121,6 +136,25 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
         if app_bound_key_b64:
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
 
+            drive, parts = ntpath.splitdrive(file_enriched.path)
+            masterkey_path = (
+                f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
+            )
+
+            # add the masterkey file path (now that we know the key GUID) as a link/listing
+            add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "link_type:system_masterkey")
+
+            try:
+                app_bound_key_dec_inter = dpapi_manager.decrypt_blob(Blob(app_bound_key_enc))
+                if app_bound_key_dec_inter:
+                    try:
+                        # TODO: parse app_bound_key_user_masterkey_guid
+                        app_bound_key_dec = dpapi_manager.decrypt_blob(Blob(app_bound_key_dec_inter))
+                    except Exception:
+                        logger.warning(f"Unable to decrypt final app bound key blob: {key_masterkey_guid}")
+            except Exception:
+                logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {key_masterkey_guid}")
+
         # Skip if no keys are present
         if not key_bytes_enc and not app_bound_key_enc:
             logger.warning("No encryption keys found in Local State file")
@@ -136,12 +170,13 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
             "browser": browser,
             "key_masterkey_guid": key_masterkey_guid,
             "key_bytes_enc": key_bytes_enc,
-            "key_bytes_dec": b"",  # Will be populated by decryption modules
+            "key_bytes_dec": key_bytes_dec,
             "key_is_decrypted": False,
             "app_bound_key_enc": app_bound_key_enc,
             "app_bound_key_system_masterkey_guid": app_bound_key_system_masterkey_guid,
             "app_bound_key_user_masterkey_guid": None,  # Will be populated later
-            "app_bound_key_dec": b"",  # Will be populated by decryption modules
+            "app_bound_key_dec_inter": app_bound_key_dec_inter,
+            "app_bound_key_dec": app_bound_key_dec,
             "app_bound_key_is_decrypted": False,
         }
 
@@ -152,12 +187,12 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
                 (originating_object_id, agent_id, source, project, username, browser,
                  key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted,
                  app_bound_key_enc, app_bound_key_system_masterkey_guid,
-                 app_bound_key_user_masterkey_guid, app_bound_key_dec, app_bound_key_is_decrypted)
+                 app_bound_key_user_masterkey_guid, app_bound_key_dec_inter, app_bound_key_dec, app_bound_key_is_decrypted)
                 VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
                         %(username)s, %(browser)s, %(key_masterkey_guid)s, %(key_bytes_enc)s,
                         %(key_bytes_dec)s, %(key_is_decrypted)s, %(app_bound_key_enc)s,
                         %(app_bound_key_system_masterkey_guid)s, %(app_bound_key_user_masterkey_guid)s,
-                        %(app_bound_key_dec)s, %(app_bound_key_is_decrypted)s)
+                        %(app_bound_key_dec_inter)s, %(app_bound_key_dec)s, %(app_bound_key_is_decrypted)s)
                 ON CONFLICT (source, username, browser)
                 DO UPDATE SET
                     key_masterkey_guid = EXCLUDED.key_masterkey_guid,
@@ -167,6 +202,7 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
                     app_bound_key_enc = EXCLUDED.app_bound_key_enc,
                     app_bound_key_system_masterkey_guid = EXCLUDED.app_bound_key_system_masterkey_guid,
                     app_bound_key_user_masterkey_guid = EXCLUDED.app_bound_key_user_masterkey_guid,
+                    app_bound_key_dec_inter = EXCLUDED.app_bound_key_dec_inter,
                     app_bound_key_dec = EXCLUDED.app_bound_key_dec,
                     app_bound_key_is_decrypted = EXCLUDED.app_bound_key_is_decrypted
             """
@@ -182,7 +218,6 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
             if result:
                 state_key_id = result[0]
 
-                # Update chromium.logins entries with null state_key_id
                 cur.execute(
                     """
                     UPDATE chromium.logins
@@ -195,7 +230,6 @@ def _insert_state_keys(file_enriched, username: str | None, browser: str, conten
                 )
                 logins_updated = cur.rowcount
 
-                # Update chromium.cookies entries with null state_key_id
                 cur.execute(
                     """
                     UPDATE chromium.cookies
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index cf32240..744ee0c 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -538,6 +538,25 @@ idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "file-linking"
+version = "0.1.0"
+description = "Modules Nemesis uses to handle file links and listings"
+optional = false
+python-versions = ">=3.12,<4.0"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+dapr = ">=1.0.0,<2.0.0"
+psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+structlog = ">=20.0.0,<30.0.0"
+
+[package.source]
+type = "directory"
+url = "../file_linking"
+
 [[package]]
 name = "flask"
 version = "3.1.2"
@@ -1894,4 +1913,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "f2383aee2b07049f622486f2341f500e520441be262c02579753ef3b5b87c1b7"
+content-hash = "842ede59e8053d59f8c2daba6d8b4b3b5a7c482bb514167e8ee54b9e4eff6b1f"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index 8d4fc18..43aa0e3 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -12,6 +12,7 @@ psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
 dapr = ">=1.0.0,<2.0.0"
 structlog = ">=20.0.0,<30.0.0"
 nemesis-dpapi = { path = "../nemesis_dpapi", develop = true }
+file-linking = { path = "../file_linking", develop = true }
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index 7e6044c..d54fcad 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -11,6 +11,7 @@ from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -23,6 +24,8 @@ class ChromeCookiesParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.dpapi_manager: DpapiManager | None = None
+
         # Yara rule to check for Chrome Cookies tables
         self.yara_rule = yara_x.compile("""
 rule Chrome_Cookies_Tables
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 2d2e65b..9408351 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -7,6 +7,7 @@ from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -19,6 +20,8 @@ class ChromeLocalStateParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.dpapi_manager: DpapiManager | None = None
+
         # Yara rule to check for Chrome Login Data tables
         self.yara_rule = yara_x.compile("""
 rule Chrome_Local_State
@@ -72,7 +75,7 @@ rule Chrome_Local_State
         """
         try:
             # Use the chromium library to process and insert into database
-            process_chromium_local_state(object_id, file_path)
+            process_chromium_local_state(object_id, file_path, self.dpapi_manager)
 
         except Exception as e:
             logger.exception(e, message="Error processing Chrome Login Data database")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 4310d62..2676f50 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -10,6 +10,7 @@ from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -22,6 +23,8 @@ class ChromeLoginsParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
+        self.dpapi_manager: DpapiManager | None = None
+
         # Yara rule to check for Chrome Login Data tables
         self.yara_rule = yara_x.compile("""
 rule Chrome_Logins_Tables
diff --git a/libs/file_linking/.vscode/settings.json b/libs/file_linking/.vscode/settings.json
new file mode 100644
index 0000000..9eb29d1
--- /dev/null
+++ b/libs/file_linking/.vscode/settings.json
@@ -0,0 +1,56 @@
+{
+    "[javascript]": {
+        "editor.formatOnSave": false
+    },
+    "[html]": {
+        "editor.formatOnSave": false
+    },
+    "[python]": {
+        "editor.formatOnSave": true,
+        "editor.codeActionsOnSave": {
+            "source.fixAll": "explicit",
+            "source.organizeImports": "explicit"
+        },
+        "editor.defaultFormatter": "charliermarsh.ruff"
+    },
+    "autoDocstring.docstringFormat": "google",
+    "editor.formatOnSave": true,
+    "files.exclude": {
+        "**/.DS_Store": true,
+        "**/.git": true,
+        "**/.hg": true,
+        "**/.mypy_cache": true,
+        "**/.pytest_cache": true,
+        "**/.svn": true,
+        "**/.venv": true,
+        "**/__pycache__": true,
+        "**/Thumbs.db": true
+    },
+    "files.trimTrailingWhitespace": true,
+    "files.watcherExclude": {
+        "**/__pycache__/**": true,
+        "**/.git/objects/**": true,
+        "**/.git/subtree-cache/**": true,
+        "**/.hg/store/**": true,
+        "**/.ipynb_checkpoints/**": true,
+        "**/.mypy_cache/**": true,
+        "**/.pytest_cache/**": true,
+        "**/.venv/**": true,
+        "**/*.egg-info/**": true,
+        "**/build/**": true,
+        "**/dist/**": true,
+        "**/node_modules/*/**": true
+    },
+    "python.analysis.diagnosticSeverityOverrides": {
+        "reportMissingImports": "none",
+        "reportMissingModuleSource": "none"
+    },
+    "python.analysis.useLibraryCodeForTypes": true, // Pyright
+    "python.languageServer": "Pylance",
+    "python.testing.pytestArgs": [
+        "tests"
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true,
+    "python.analysis.typeCheckingMode": "basic"
+}
\ No newline at end of file
diff --git a/libs/file_linking/README.md b/libs/file_linking/README.md
new file mode 100644
index 0000000..5ce34f7
--- /dev/null
+++ b/libs/file_linking/README.md
@@ -0,0 +1,2 @@
+# File Linking
+A File Linking helper library.
\ No newline at end of file
diff --git a/libs/file_linking/file_linking/__init__.py b/libs/file_linking/file_linking/__init__.py
new file mode 100644
index 0000000..b82006d
--- /dev/null
+++ b/libs/file_linking/file_linking/__init__.py
@@ -0,0 +1,17 @@
+"""
+File linking system for Nemesis.
+
+This module provides rule-based detection and tracking of file dependencies and relationships.
+"""
+
+from .database_service import FileLinkingDatabaseService, FileListingStatus
+from .helpers import add_file_linking, add_file_listing
+from .rules_engine import FileLinkingEngine
+
+__all__ = [
+    "FileLinkingEngine",
+    "FileLinkingDatabaseService",
+    "FileListingStatus",
+    "add_file_linking",
+    "add_file_listing",
+]
diff --git a/projects/file_enrichment/file_enrichment/file_linking/database_service.py b/libs/file_linking/file_linking/database_service.py
similarity index 100%
rename from projects/file_enrichment/file_enrichment/file_linking/database_service.py
rename to libs/file_linking/file_linking/database_service.py
diff --git a/projects/file_enrichment/file_enrichment/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
similarity index 65%
rename from projects/file_enrichment/file_enrichment/file_linking/helpers.py
rename to libs/file_linking/file_linking/helpers.py
index 4fca14e..42bee88 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -6,30 +6,18 @@ file relationships they discover during analysis.
 """
 
 import structlog
+from dapr.clients import DaprClient
 
+from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
 from .rules_engine import FileLinkingEngine
 
 logger = structlog.get_logger(module=__name__)
 
-# Global variables for file linking system
-_postgres_connection_string: str | None = None
-_file_linking_engine: FileLinkingEngine | None = None
 
-
-def initialize_file_linking(postgres_connection_string: str, engine_instance: FileLinkingEngine = None) -> None:
-    """
-    Initialize the file linking system with database connection.
-
-    Args:
-        postgres_connection_string: PostgreSQL connection string
-        engine_instance: Optional existing engine instance to reuse
-    """
-    global _postgres_connection_string, _file_linking_engine
-    _postgres_connection_string = postgres_connection_string
-    if engine_instance is not None:
-        _file_linking_engine = engine_instance
-    else:
-        _file_linking_engine = FileLinkingEngine(postgres_connection_string)
+def _get_postgres_conn_str():
+    with DaprClient() as client:
+        secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+        return secret.secret["POSTGRES_CONNECTION_STRING"]
 
 
 def add_file_linkings(
@@ -57,7 +45,7 @@ def add_file_linkings(
 
     Example:
         # In a PE analysis module
-        from file_enrichment.file_linking.helpers import add_file_linkings
+        from file_linking.helpers import add_file_linkings
 
         # After discovering imported DLL paths
         linked_paths = [
@@ -73,15 +61,21 @@ def add_file_linkings(
             collection_reason="Required DLL dependencies for analysis"
         )
     """
-    if not _file_linking_engine:
-        logger.error("File linking not initialized - call initialize_file_linking() first")
+
+    try:
+        file_linking_engine = FileLinkingEngine(_get_postgres_conn_str())
+    except Exception as e:
+        logger.exception(e, "[add_file_linkings]")
+
+    if not file_linking_engine:
+        logger.error("[add_file_linkings] File linking engine not initialized")
         return 0
 
     if not linked_file_paths:
         return 0
 
     try:
-        return _file_linking_engine.add_programmatic_linking(
+        return file_linking_engine.add_programmatic_linking(
             source=source,
             source_file_path=source_file_path,
             linked_file_paths=linked_file_paths,
@@ -91,7 +85,7 @@ def add_file_linkings(
 
     except Exception as e:
         logger.exception(
-            "Error adding programmatic file linkings",
+            "[add_file_linkings] Error adding programmatic file linkings",
             source=source,
             source_file_path=source_file_path,
             linked_file_paths=linked_file_paths,
@@ -101,7 +95,7 @@ def add_file_linkings(
         return 0
 
 
-def add_single_file_linking(
+def add_file_linking(
     source: str, source_file_path: str, linked_file_path: str, link_type: str, collection_reason: str | None = None
 ) -> bool:
     """
@@ -127,3 +121,24 @@ def add_single_file_linking(
         )
         > 0
     )
+
+
+def add_file_listing(source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
+    """
+    Add a single file listing (convenience function).
+
+    Args:
+        source: Source identifier (e.g., agnt_id/source)
+        path: File path
+        status: Current collection status
+        object_id: UUID if file is already collected
+
+    Returns:
+        bool: True if successful, False otherwise
+    """
+    try:
+        database_service = FileLinkingDatabaseService(_get_postgres_conn_str())
+        return database_service.add_file_listing(source, _normalize_file_path(path), status, object_id)
+    except Exception as e:
+        logger.exception(e, "[add_file_listing]")
+        return False
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml b/libs/file_linking/file_linking/rules/chromium/cookies.yaml
similarity index 100%
rename from projects/file_enrichment/file_enrichment/file_linking/rules/chromium/cookies.yaml
rename to libs/file_linking/file_linking/rules/chromium/cookies.yaml
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml b/libs/file_linking/file_linking/rules/chromium/local_state.yaml
similarity index 62%
rename from projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml
rename to libs/file_linking/file_linking/rules/chromium/local_state.yaml
index b6de6ec..ff4fd05 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/local_state.yaml
+++ b/libs/file_linking/file_linking/rules/chromium/local_state.yaml
@@ -24,17 +24,3 @@ linked_files:
       - "{parent_dir}/Default/Network/Cookies"
     priority: "high"
     collection_reason: "Contains encrypted cookie values"
-
-  - name: "system_hive"
-    description: "SYSTEM registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\SYSTEM'
-    priority: "high"
-    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
-
-  - name: "security_hive"
-    description: "SECURITY registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\SECURITY'
-    priority: "high"
-    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml b/libs/file_linking/file_linking/rules/chromium/login_data.yaml
similarity index 100%
rename from projects/file_enrichment/file_enrichment/file_linking/rules/chromium/login_data.yaml
rename to libs/file_linking/file_linking/rules/chromium/login_data.yaml
diff --git a/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml b/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml
new file mode 100644
index 0000000..e1233b4
--- /dev/null
+++ b/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml
@@ -0,0 +1,23 @@
+name: "hive_system"
+description: "Link SYSTEM hive to SECURITY hive"
+category: "windows"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/Windows/System32/Microsoft/Protect/S-1-5-18/User/*"
+
+linked_files:
+  - name: "system_hive"
+    description: "SYSTEM registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\SYSTEM'
+    priority: "high"
+    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
+
+  - name: "security_hive"
+    description: "SECURITY registry hive"
+    path_templates:
+      - 'C:\Windows\System32\config\SECURITY'
+    priority: "high"
+    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml b/libs/file_linking/file_linking/rules/windows/security.yaml
similarity index 100%
rename from projects/file_enrichment/file_enrichment/file_linking/rules/windows/security.yaml
rename to libs/file_linking/file_linking/rules/windows/security.yaml
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml b/libs/file_linking/file_linking/rules/windows/system.yaml
similarity index 100%
rename from projects/file_enrichment/file_enrichment/file_linking/rules/windows/system.yaml
rename to libs/file_linking/file_linking/rules/windows/system.yaml
diff --git a/projects/file_enrichment/file_enrichment/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
similarity index 99%
rename from projects/file_enrichment/file_enrichment/file_linking/rules_engine.py
rename to libs/file_linking/file_linking/rules_engine.py
index 7ed7a7f..3d14531 100644
--- a/projects/file_enrichment/file_enrichment/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -322,7 +322,7 @@ class FileLinkingEngine:
                 )
 
                 # Add file linking
-                full_link_type = f"programmatic:{link_type}"
+                full_link_type = link_type  # f"programmatic:{link_type}"
                 if collection_reason:
                     full_link_type += f":{collection_reason}"
 
@@ -335,7 +335,7 @@ class FileLinkingEngine:
 
                 linkings_created += 1
 
-                logger.debug(
+                logger.warning(
                     "Created programmatic file linking",
                     source_path=source_file_path,
                     linked_path=linked_path,
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
new file mode 100644
index 0000000..0f6cb73
--- /dev/null
+++ b/libs/file_linking/poetry.lock
@@ -0,0 +1,969 @@
+# This file is automatically @generated by Poetry 2.0.1 and should not be changed by hand.
+
+[[package]]
+name = "aiohappyeyeballs"
+version = "2.6.1"
+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
+[[package]]
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+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
+[metadata]
+lock-version = "2.1"
+python-versions = ">=3.12,<4.0"
+content-hash = "1ce8d0a144b86fe065c0f21c98edf5cf42ce80f143d209e2846018a935752a79"
diff --git a/libs/file_linking/poetry.toml b/libs/file_linking/poetry.toml
new file mode 100644
index 0000000..be97f1e
--- /dev/null
+++ b/libs/file_linking/poetry.toml
@@ -0,0 +1,3 @@
+[virtualenvs]
+in-project = true
+prefer-active-python = true
\ No newline at end of file
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
new file mode 100644
index 0000000..712fbed
--- /dev/null
+++ b/libs/file_linking/pyproject.toml
@@ -0,0 +1,19 @@
+[tool.poetry]
+name = "file_linking"
+version = "0.1.0"
+description = "Modules Nemesis uses to handle file links and listings"
+authors = ["SpecterOps"]
+readme = "README.md"
+
+[tool.poetry.dependencies]
+python = ">=3.12,<4.0"
+psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
+dapr = ">=1.0.0,<2.0.0"
+structlog = ">=20.0.0,<30.0.0"
+
+[tool.poetry.group.dev.dependencies]
+ruff = "^0.9.2"
+
+[build-system]
+requires = ["poetry-core>=2.0.0,<3.0.0"]
+build-backend = "poetry.core.masonry.api"
diff --git a/libs/file_linking/tests/__init__.py b/libs/file_linking/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/projects/file_enrichment/file_enrichment/file_linking/__init__.py b/projects/file_enrichment/file_enrichment/file_linking/__init__.py
deleted file mode 100644
index ebe19aa..0000000
--- a/projects/file_enrichment/file_enrichment/file_linking/__init__.py
+++ /dev/null
@@ -1,10 +0,0 @@
-"""
-File linking system for Nemesis.
-
-This module provides rule-based detection and tracking of file dependencies and relationships.
-"""
-
-from .database_service import FileLinkingDatabaseService
-from .rules_engine import FileLinkingEngine
-
-__all__ = ["FileLinkingEngine", "FileLinkingDatabaseService"]
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 6c97634..aca2656 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -17,11 +17,9 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
 from file_enrichment_modules.module_loader import ModuleLoader
+from file_linking import FileLinkingEngine
 from nemesis_dpapi import DpapiManager
 
-from .file_linking.helpers import initialize_file_linking
-from .file_linking.rules_engine import FileLinkingEngine
-
 logger = get_logger(__name__)
 
 workflow_runtime = wf.WorkflowRuntime(
@@ -852,7 +850,6 @@ async def initialize_workflow_runtime():
 
     # Initialize file linking system with shared instance
     file_linking_engine = FileLinkingEngine(postgres_connection_string)
-    initialize_file_linking(postgres_connection_string, file_linking_engine)
 
     # Load enrichment modules
     module_loader = ModuleLoader()
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index d5685a1..49fe100 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -457,18 +457,18 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.40.23"
+version = "1.40.24"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.40.23-py3-none-any.whl", hash = "sha256:9826fb6abcdda2f016a939b81e94d1a9e1147ae897a523f366cf5a1558936356"},
-    {file = "boto3-1.40.23.tar.gz", hash = "sha256:ca5e2f767a7b759b0bb5c7e5c665effa1512799e763823e68d04e7c10b1399d5"},
+    {file = "boto3-1.40.24-py3-none-any.whl", hash = "sha256:24a19e275d33e918afc22a78c6a1e20c14d02cc00e2f786b05e2a4a32191457e"},
+    {file = "boto3-1.40.24.tar.gz", hash = "sha256:cc147ad13e8edf7ec69cbb4df8fe60f187f8b2c9ab8befa0fd1fbcfa4fc80b1f"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.23,<1.41.0"
+botocore = ">=1.40.24,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.13.0,<0.14.0"
 
@@ -477,14 +477,14 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.40.23"
-description = "Type annotations for boto3 1.40.23 generated with mypy-boto3-builder 8.11.0"
+version = "1.40.24"
+description = "Type annotations for boto3 1.40.24 generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "boto3_stubs-1.40.23-py3-none-any.whl", hash = "sha256:c3d54635b89ac922fa07074094d1802ea6a45c3534354f2a0cb48c3cfd747fdc"},
-    {file = "boto3_stubs-1.40.23.tar.gz", hash = "sha256:7ac95e297aecf64f393cf7dd5d43ac118b6af1c13be0ab784bf4663df639056c"},
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 ]
 
 [package.dependencies]
@@ -546,7 +546,7 @@ bedrock-data-automation-runtime = ["mypy-boto3-bedrock-data-automation-runtime (
 bedrock-runtime = ["mypy-boto3-bedrock-runtime (>=1.40.0,<1.41.0)"]
 billing = ["mypy-boto3-billing (>=1.40.0,<1.41.0)"]
 billingconductor = ["mypy-boto3-billingconductor (>=1.40.0,<1.41.0)"]
-boto3 = ["boto3 (==1.40.23)"]
+boto3 = ["boto3 (==1.40.24)"]
 braket = ["mypy-boto3-braket (>=1.40.0,<1.41.0)"]
 budgets = ["mypy-boto3-budgets (>=1.40.0,<1.41.0)"]
 ce = ["mypy-boto3-ce (>=1.40.0,<1.41.0)"]
@@ -913,14 +913,14 @@ xray = ["mypy-boto3-xray (>=1.40.0,<1.41.0)"]
 
 [[package]]
 name = "botocore"
-version = "1.40.23"
+version = "1.40.24"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -933,14 +933,14 @@ crt = ["awscrt (==0.27.6)"]
 
 [[package]]
 name = "botocore-stubs"
-version = "1.40.23"
+version = "1.40.24"
 description = "Type annotations and code completion for botocore"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1138,6 +1138,87 @@ files = [
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 ]
 
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+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "python_version < \"3.14\""
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+]
+
+[package.dependencies]
+pycparser = "*"
+
 [[package]]
 name = "cffi"
 version = "2.0.0b1"
@@ -1145,6 +1226,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
+markers = "python_version >= \"3.14\""
 files = [
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@@ -1339,16 +1421,18 @@ files = [
 [[package]]
 name = "chromium"
 version = "0.1.0"
-description = ""
+description = "Modules Nemesis uses to handle Chromium files"
 optional = false
-python-versions = ">=3.12"
+python-versions = ">=3.12,<4.0"
 groups = ["main"]
 files = []
 develop = true
 
 [package.dependencies]
 dapr = ">=1.0.0,<2.0.0"
+file-linking = {path = "../file_linking", develop = true}
 impacket = ">=0.12.0,<0.13.0"
+nemesis-dpapi = {path = "../nemesis_dpapi", develop = true}
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1779,6 +1863,25 @@ yara-x = "^1.0.1"
 type = "directory"
 url = "../../libs/file_enrichment_modules"
 
+[[package]]
+name = "file-linking"
+version = "0.1.0"
+description = "Modules Nemesis uses to handle file links and listings"
+optional = false
+python-versions = ">=3.12,<4.0"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+dapr = ">=1.0.0,<2.0.0"
+psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+structlog = ">=20.0.0,<30.0.0"
+
+[package.source]
+type = "directory"
+url = "../../libs/file_linking"
+
 [[package]]
 name = "filelock"
 version = "3.19.1"
@@ -2555,6 +2658,7 @@ files = [
     {file = "lief-0.16.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ddaea8ea7606ce6be937b44788b845a7da6f2ef034fb05d1cf6ef4556942a26d"},
     {file = "lief-0.16.6-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:1884201b56ea7a97deae6b98af990ac30e14927e5e147d455df25a5c3bd60472"},
     {file = "lief-0.16.6-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:4fa34cbac6c2ffd62c7d71a3a94f50df171595ebeea8d07753164f200b971ae0"},
+    {file = "lief-0.16.6-cp310-cp310-manylinux_2_28_i686.whl", hash = "sha256:999626596e0fcf9b810b5b9a8c49a046f9113a90b5019905b8d89932a9104164"},
     {file = "lief-0.16.6-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:89b6adf6fbb774bb1ce82ca299a00ff9fe5842696f0417d2ce28ff554c9b577a"},
     {file = "lief-0.16.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6c2751bdb6d8c0b2dcf0f368b8d675196a7635db6e16aa3ceb7d8ded1bc22ddb"},
     {file = "lief-0.16.6-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:7263f73708b6c49d69f3c7ea42d15d53a5064af524efdb0b2134f2c63f9b77db"},
@@ -2564,6 +2668,7 @@ files = [
     {file = "lief-0.16.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:89093638ee720677e7302850c3c33f42aeb9f173f1c738c918d63d7545886c72"},
     {file = "lief-0.16.6-cp311-cp311-macosx_11_0_x86_64.whl", hash = "sha256:474e80c3eb735d59428cf53e6537528a0a9fd9e177f9dc415f55f87d37785fde"},
     {file = "lief-0.16.6-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:905614f58ed24254ddb1fe1de566cfea01a73e17e5489cf753a7d2afaf3df7ce"},
+    {file = "lief-0.16.6-cp311-cp311-manylinux_2_28_i686.whl", hash = "sha256:7f143c0d41edc4fd7c01053638ee3f983a3fb59a480e0df2e36daf85fa2ee2f7"},
     {file = "lief-0.16.6-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:5ccbc90ebdda7e417ccac268eb3976bfb0078786fa63a634e57e8c3b3efca179"},
     {file = "lief-0.16.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ce4cd431ec386f23650ed227b6960ff08801fea10aa3eb451a60724c7b4c0015"},
     {file = "lief-0.16.6-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a597c6f11f668f691bc5bca52c5b9c7511b36b7623d55fac70e0e1bf09a4585b"},
@@ -2574,6 +2679,7 @@ files = [
     {file = "lief-0.16.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c61dab95d7afed02b839ee1718700d4fab4634043c56b4f28d0557d0f7d4849f"},
     {file = "lief-0.16.6-cp312-cp312-macosx_11_0_x86_64.whl", hash = "sha256:38ccfc0e35c1683f8b8d0487ecf1b01c05cd2d0e9d42fced4a767f2065bcf7e0"},
     {file = "lief-0.16.6-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:647f0038a2edd34b956684f2dcaf8b6551757c3158f3bd8fdffe73a491a69c95"},
+    {file = "lief-0.16.6-cp312-cp312-manylinux_2_28_i686.whl", hash = "sha256:7c6f7d0e58cf9c1dafa451cb58bbeb926e40ab6348eb9f599f4a4539f2e046dc"},
     {file = "lief-0.16.6-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:ca56c1f8933d5c9fdf6fc98d6f5caf684e5aa369457b30df8c235ff0dc5e7da5"},
     {file = "lief-0.16.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:57b53923cbc57e2eaaed8f8bc8a0490d8fdbbac6f2218905ceb2ff867a864015"},
     {file = "lief-0.16.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:ca9c5a85a26daa4008aec42858fc763f630fb117fa77959912725c48015730e9"},
@@ -2584,6 +2690,7 @@ files = [
     {file = "lief-0.16.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4f280296429164710c8c7293a6db92362f0e9ff8e9fa43da995d93ecbe64ec8d"},
     {file = "lief-0.16.6-cp313-cp313-macosx_11_0_x86_64.whl", hash = "sha256:1c603164f48f53948c6562d5f6e3bf937f481759ec657b07df96370fd8b46db5"},
     {file = "lief-0.16.6-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:bcbf9ac2aa831c076252892985f65f682855564759e29e005bdd5720ea60f3da"},
+    {file = "lief-0.16.6-cp313-cp313-manylinux_2_28_i686.whl", hash = "sha256:14a3987a62d3d30ba5cd596e020446a0c58034c3ab3f692ec631166223ad3aad"},
     {file = "lief-0.16.6-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:217c7c70eb444d9e40a66a7445cc5285fdae7f70ccc20fa342bec13857c224b9"},
     {file = "lief-0.16.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dbb4afede2d641dff4fe1d88ad62d0bcb38c1a27d5c150afcc725d5e894dae6c"},
     {file = "lief-0.16.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2aa18e9a23826b8b02eb58a3cab2a410a3d6a8cd81b6afafc21cd949d025426f"},
@@ -2594,6 +2701,7 @@ files = [
     {file = "lief-0.16.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:023444d48af24d7af9744786e6fcee406a60774c91d73cca2ae4cd4bc59138df"},
     {file = "lief-0.16.6-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:c27162e80af1577e8612245554c6031e0c426b5277279931278946bab2e06278"},
     {file = "lief-0.16.6-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:218acabcdb4a4c82ddf5606fae2bb5aad97388db61053429e32c2f16e84c09a5"},
+    {file = "lief-0.16.6-cp38-cp38-manylinux_2_28_i686.whl", hash = "sha256:d40043973095f38ea3c1dced1af97161acee0d769a988a4a238a6b99b1c94e78"},
     {file = "lief-0.16.6-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:1ace7b111034f5ecaff5ced71acf0da1a418bade5c9e2fe8387970ecc95e8808"},
     {file = "lief-0.16.6-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:bc66472b447961f7ca588108b52f56b4038b6b609765ef3a12aca36864807aaf"},
     {file = "lief-0.16.6-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:d7346e2e01db6ce631b36e5260b1c2e71cc0132418c4f7b95d5aa7151d74e84a"},
@@ -2603,6 +2711,7 @@ files = [
     {file = "lief-0.16.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2b5d2fbc81d268dda83e04c6a1bfc2dc58d1bcc06506de9a27a84d08952a30bb"},
     {file = "lief-0.16.6-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:dddad9f5dd4fe6176e340e440d8cd49bc9bbdbae5c91bf22fe5b52a08efcce9d"},
     {file = "lief-0.16.6-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a062395b77927d1c011ff18d52277229b3f81c0a2c43650004e79ffc518c23c2"},
+    {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_i686.whl", hash = "sha256:d6156f1f108784e3204d661daffefe1842161936174383ed4b8d363a99ceefee"},
     {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:4b0b7cf01dc72563f25fffea739f0b0c50139618c2ae30976acc847c66853c5a"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8cbc9e6198fb6a7441063a5ab2afd1eaf04d45c88301384ab55fbd088cf58c94"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bc32c3970a1392fd31cd00a5de9fb8ad786cfab2506e34f010c1eabb30c18e3"},
@@ -2613,14 +2722,14 @@ files = [
 
 [[package]]
 name = "litellm"
-version = "1.76.1"
+version = "1.76.2"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
 files = [
-    {file = "litellm-1.76.1-py3-none-any.whl", hash = "sha256:938f05075372f26098211ea9b3cb0a6bb7b46111330226b70d42d40bd307812f"},
-    {file = "litellm-1.76.1.tar.gz", hash = "sha256:d5a3a3efda04999b60ec0d1c29c1eaaa12f89a7b29db4bda691c7fb55b4fa6ad"},
+    {file = "litellm-1.76.2-py3-none-any.whl", hash = "sha256:a9a2ef64a598b5b4ae245f1de6afc400856477cd6f708ff633d95e2275605a45"},
+    {file = "litellm-1.76.2.tar.gz", hash = "sha256:fc7af111fa0f06943d8dbebed73f88000f9902f0d0ee0882c57d0bd5c1a37ecb"},
 ]
 
 [package.dependencies]
@@ -3146,14 +3255,14 @@ full = ["XLMMacroDeobfuscator"]
 
 [[package]]
 name = "openai"
-version = "1.105.0"
+version = "1.106.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "openai-1.105.0-py3-none-any.whl", hash = "sha256:3ad7635132b0705769ccae31ca7319f59ec0c7d09e94e5e713ce2d130e5b021f"},
-    {file = "openai-1.105.0.tar.gz", hash = "sha256:a68a47adce0506d34def22dd78a42cbb6cfecae1cf6a5fe37f38776d32bbb514"},
+    {file = "openai-1.106.1-py3-none-any.whl", hash = "sha256:bfdef37c949f80396c59f2c17e0eda35414979bc07ef3379596a93c9ed044f3a"},
+    {file = "openai-1.106.1.tar.gz", hash = "sha256:5f575967e3a05555825c43829cdcd50be6e49ab6a3e5262f0937a3f791f917f1"},
 ]
 
 [package.dependencies]
@@ -4010,7 +4119,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "implementation_name != \"PyPy\""
+markers = "python_version < \"3.14\" or implementation_name != \"PyPy\""
 files = [
     {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
     {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
@@ -4453,14 +4562,14 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pytest"
-version = "8.4.1"
+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
-    {file = "pytest-8.4.1-py3-none-any.whl", hash = "sha256:539c70ba6fcead8e78eebbf1115e8b589e7565830d7d006a8723f19ac8a0afb7"},
-    {file = "pytest-8.4.1.tar.gz", hash = "sha256:7c67fd69174877359ed9371ec3af8a3d2b04741818c51e5e99cc1742251fa93c"},
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
 ]
 
 [package.dependencies]
@@ -5842,4 +5951,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "d145142695c323e41575262d9cd8d11a734b7655c91ac526a58af28459800e3c"
+content-hash = "61f3c9b4a72b8a5e48d0b71e236f63bc97d62a9902b4e15fba6ebcaf42b2a438"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 0ab60d2..fe609b1 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -25,6 +25,7 @@ plyara = "^2.2.7"
 common = { path = "../../libs/common", develop = true }
 chromium = { path = "../../libs/chromium", develop = true }
 nemesis_dpapi = { path = "../../libs/nemesis_dpapi", develop = true }
+file_linking = { path = "../../libs/file_linking", develop = true }
 file_enrichment_modules = { path = "../../libs/file_enrichment_modules", develop = true }
 structlog = "^25.1.0"
 colorlog = "^6.9.0"

From 51f280c9007036f2a5a8be9f0e1a0c7195a3e0c1 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 4 Sep 2025 15:34:11 -0700
Subject: [PATCH 037/279] better key type handling, show responses in UI

---
 libs/common/common/models2/dpapi.py           |  38 ++--
 .../nemesis_dpapi/storage_postgres.py         | 215 ++++++++----------
 libs/nemesis_dpapi/tests/test_crypto.py       |   4 +
 .../file_enrichment/routes/dpapi.py           |  44 ++--
 .../Dpapi/DpapiSubmitCredential.jsx           | 191 +++++++++++-----
 5 files changed, 273 insertions(+), 219 deletions(-)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 8d1fa20..01551da 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -4,19 +4,19 @@ import re
 from typing import Annotated, Literal
 from uuid import UUID
 
-from pydantic import BaseModel, Field, field_validator, BeforeValidator, field_serializer
+from pydantic import BaseModel, BeforeValidator, Field, field_serializer, field_validator
 
 
 def validate_windows_sid(value: str) -> str:
     """Validate that a string is a valid Windows SID format.
-    
+
     Windows SIDs have the format: S-R-I-S-S-...-S
     Where:
     - S = literal 'S'
     - R = revision (usually 1)
     - I = identifier authority (48-bit number)
     - S = subauthority values (32-bit numbers)
-    
+
     Examples:
     - S-1-5-21-1234567890-1234567890-1234567890-1001 (domain user)
     - S-1-5-18 (local system)
@@ -24,24 +24,24 @@ def validate_windows_sid(value: str) -> str:
     """
     if not isinstance(value, str):
         raise ValueError("SID must be a string")
-    
+
     # Basic format check: starts with S-, all parts are numeric except first
-    sid_pattern = r'^S-\d+(-\d+)*$'
-    
+    sid_pattern = r"^S-\d+(-\d+)*$"
+
     if not re.match(sid_pattern, value):
         raise ValueError(f"Invalid Windows SID format: {value}")
-    
+
     # Split and validate components
-    parts = value.split('-')
-    
+    parts = value.split("-")
+
     # Must have at least S-R-I-S (4 parts after splitting - need at least one subauthority)
     if len(parts) < 4:
         raise ValueError(f"SID must have at least one subauthority: {value}")
-    
+
     # First part must be 'S'
-    if parts[0] != 'S':
+    if parts[0] != "S":
         raise ValueError(f"SID must start with 'S': {value}")
-    
+
     # Second part is revision (should be 1)
     try:
         revision = int(parts[1])
@@ -52,7 +52,7 @@ def validate_windows_sid(value: str) -> str:
         if "SID revision must be 1" in str(e):
             raise e
         raise ValueError(f"Invalid SID revision: {value}") from e
-    
+
     # Validate all numeric parts are valid integers
     for i, part in enumerate(parts[2:], start=2):
         try:
@@ -62,7 +62,7 @@ def validate_windows_sid(value: str) -> str:
                 raise ValueError(f"SID component at position {i} must be non-negative: {value}")
         except ValueError as e:
             raise ValueError(f"Invalid numeric component in SID at position {i}: {value}") from e
-    
+
     return value
 
 
@@ -117,11 +117,9 @@ class MasterKeyData(BaseModel):
     """Strongly typed master key data."""
 
     guid: UUID = Field(description="Master key GUID")
-    key_hex: str = Field(
-        description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$"
-    )
-    
-    @field_serializer('guid')
+    key_hex: str = Field(description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$")
+
+    @field_serializer("guid")
     def serialize_guid(self, value: UUID) -> str:
         return str(value)
 
@@ -130,7 +128,7 @@ class DecryptedMasterKeyCredential(BaseModel):
     """Pre-decrypted master key with strongly typed data."""
 
     type: Literal["dec_master_key"]
-    value: MasterKeyData
+    value: list[MasterKeyData]
 
 
 type DpapiCredentialRequest = (
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index ff0fc12..212a14b 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -17,35 +17,57 @@ class PostgresMasterKeyRepository:
 
     async def add_masterkey(self, masterkey: MasterKey) -> None:
         """Add a masterkey to storage."""
-        try:
-            async with self.pool.acquire() as conn:
-                await conn.execute(
-                    """
-                    INSERT INTO masterkeys (guid, encrypted_key_usercred, encrypted_key_backup,
-                                          plaintext_key, plaintext_key_sha1, backup_key_guid)
-                    VALUES ($1, $2, $3, $4, $5, $6)
-                    """,
-                    str(masterkey.guid),
-                    masterkey.encrypted_key_usercred,
-                    masterkey.encrypted_key_backup,
-                    masterkey.plaintext_key,
-                    masterkey.plaintext_key_sha1,
-                    str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
-                )
-        except asyncpg.UniqueViolationError as e:
-            raise StorageError(f"Masterkey {masterkey.guid} already exists") from e
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            await conn.execute(
+                """
+                INSERT INTO masterkeys (guid, encrypted_key_usercred, encrypted_key_backup,
+                                      plaintext_key, plaintext_key_sha1, backup_key_guid)
+                VALUES ($1, $2, $3, $4, $5, $6)
+                """,
+                str(masterkey.guid),
+                masterkey.encrypted_key_usercred,
+                masterkey.encrypted_key_backup,
+                masterkey.plaintext_key,
+                masterkey.plaintext_key_sha1,
+                str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+            )
 
     async def get_masterkey(self, guid: UUID) -> MasterKey | None:
         """Retrieve a masterkey by GUID."""
-        try:
-            async with self.pool.acquire() as conn:
-                row = await conn.fetchrow("SELECT * FROM masterkeys WHERE guid = $1", str(guid))
-                if not row:
-                    return None
+        async with self.pool.acquire() as conn:
+            row = await conn.fetchrow("SELECT * FROM masterkeys WHERE guid = $1", str(guid))
+            if not row:
+                return None
 
-                return MasterKey(
+            return MasterKey(
+                guid=UUID(row["guid"]),
+                encrypted_key_usercred=row["encrypted_key_usercred"],
+                encrypted_key_backup=row["encrypted_key_backup"],
+                plaintext_key=row["plaintext_key"],
+                plaintext_key_sha1=row["plaintext_key_sha1"],
+                backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+            )
+
+    async def get_all_masterkeys(
+        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering."""
+        async with self.pool.acquire() as conn:
+            # Build query based on filters
+            query = "SELECT * FROM masterkeys"
+            params = []
+            conditions = []
+
+            if backup_key_guid is not None:
+                conditions.append("backup_key_guid = $1")
+                params.append(str(backup_key_guid))
+
+            if conditions:
+                query += " WHERE " + " AND ".join(conditions)
+
+            rows = await conn.fetch(query, *params)
+            masterkeys = [
+                MasterKey(
                     guid=UUID(row["guid"]),
                     encrypted_key_usercred=row["encrypted_key_usercred"],
                     encrypted_key_backup=row["encrypted_key_backup"],
@@ -53,82 +75,43 @@ class PostgresMasterKeyRepository:
                     plaintext_key_sha1=row["plaintext_key_sha1"],
                     backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
                 )
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+                for row in rows
+            ]
 
-    async def get_all_masterkeys(
-        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
-    ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering."""
-        try:
-            async with self.pool.acquire() as conn:
-                # Build query based on filters
-                query = "SELECT * FROM masterkeys"
-                params = []
-                conditions = []
+            # Apply decryption filter in Python (could be optimized to SQL)
+            if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
+                masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
+            elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
+                masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
 
-                if backup_key_guid is not None:
-                    conditions.append("backup_key_guid = $1")
-                    params.append(str(backup_key_guid))
-
-                if conditions:
-                    query += " WHERE " + " AND ".join(conditions)
-
-                rows = await conn.fetch(query, *params)
-                masterkeys = [
-                    MasterKey(
-                        guid=UUID(row["guid"]),
-                        encrypted_key_usercred=row["encrypted_key_usercred"],
-                        encrypted_key_backup=row["encrypted_key_backup"],
-                        plaintext_key=row["plaintext_key"],
-                        plaintext_key_sha1=row["plaintext_key_sha1"],
-                        backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
-                    )
-                    for row in rows
-                ]
-
-                # Apply decryption filter in Python (could be optimized to SQL)
-                if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
-                    masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
-                elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
-                    masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
-
-                return masterkeys
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+            return masterkeys
 
     async def update_masterkey(self, masterkey: MasterKey) -> None:
         """Update an existing masterkey."""
-        try:
-            async with self.pool.acquire() as conn:
-                result = await conn.execute(
-                    """
-                    UPDATE masterkeys
-                    SET encrypted_key_usercred = $2, encrypted_key_backup = $3,
-                        plaintext_key = $4, plaintext_key_sha1 = $5, backup_key_guid = $6
-                    WHERE guid = $1
-                    """,
-                    str(masterkey.guid),
-                    masterkey.encrypted_key_usercred,
-                    masterkey.encrypted_key_backup,
-                    masterkey.plaintext_key,
-                    masterkey.plaintext_key_sha1,
-                    str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
-                )
-                if result == "UPDATE 0":
-                    raise StorageError(f"Masterkey {masterkey.guid} not found")
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            result = await conn.execute(
+                """
+                UPDATE masterkeys
+                SET encrypted_key_usercred = $2, encrypted_key_backup = $3,
+                    plaintext_key = $4, plaintext_key_sha1 = $5, backup_key_guid = $6
+                WHERE guid = $1
+                """,
+                str(masterkey.guid),
+                masterkey.encrypted_key_usercred,
+                masterkey.encrypted_key_backup,
+                masterkey.plaintext_key,
+                masterkey.plaintext_key_sha1,
+                str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+            )
+            if result == "UPDATE 0":
+                raise StorageError(f"Masterkey {masterkey.guid} not found")
 
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
-        try:
-            async with self.pool.acquire() as conn:
-                result = await conn.execute("DELETE FROM masterkeys WHERE guid = $1", str(guid))
-                if result == "DELETE 0":
-                    raise StorageError(f"Masterkey {guid} not found")
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            result = await conn.execute("DELETE FROM masterkeys WHERE guid = $1", str(guid))
+            if result == "DELETE 0":
+                raise StorageError(f"Masterkey {guid} not found")
 
 
 class PostgresDomainBackupKeyRepository:
@@ -139,46 +122,32 @@ class PostgresDomainBackupKeyRepository:
 
     async def add_backup_key(self, key: DomainBackupKey) -> None:
         """Add a domain backup key to storage."""
-        try:
-            async with self.pool.acquire() as conn:
-                await conn.execute(
-                    "INSERT INTO domain_backup_keys (guid, key_data) VALUES ($1, $2)", str(key.guid), key.key_data
-                )
-        except asyncpg.UniqueViolationError as e:
-            raise StorageError(f"Domain backup key {key.guid} already exists") from e
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            await conn.execute(
+                "INSERT INTO domain_backup_keys (guid, key_data) VALUES ($1, $2)", str(key.guid), key.key_data
+            )
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
         """Retrieve a backup key by GUID."""
-        try:
-            async with self.pool.acquire() as conn:
-                row = await conn.fetchrow("SELECT * FROM domain_backup_keys WHERE guid = $1", str(guid))
-                if not row:
-                    return None
+        async with self.pool.acquire() as conn:
+            row = await conn.fetchrow("SELECT * FROM domain_backup_keys WHERE guid = $1", str(guid))
+            if not row:
+                return None
 
-                return DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+            return DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])
 
     async def get_all_backup_keys(self) -> list[DomainBackupKey]:
         """Retrieve all backup keys."""
-        try:
-            async with self.pool.acquire() as conn:
-                rows = await conn.fetch("SELECT * FROM domain_backup_keys")
-                return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            rows = await conn.fetch("SELECT * FROM domain_backup_keys")
+            return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
 
     async def delete_backup_key(self, guid: UUID) -> None:
         """Delete a backup key by GUID."""
-        try:
-            async with self.pool.acquire() as conn:
-                result = await conn.execute("DELETE FROM domain_backup_keys WHERE guid = $1", str(guid))
-                if result == "DELETE 0":
-                    raise StorageError(f"Domain backup key {guid} not found")
-        except asyncpg.PostgresError as e:
-            raise StorageError(f"Database error: {e}") from e
+        async with self.pool.acquire() as conn:
+            result = await conn.execute("DELETE FROM domain_backup_keys WHERE guid = $1", str(guid))
+            if result == "DELETE 0":
+                raise StorageError(f"Domain backup key {guid} not found")
 
 
 async def create_tables(connection_pool: asyncpg.Pool) -> None:
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index b06c054..748a7f3 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -32,6 +32,10 @@ masterkey_bytes = bytes.fromhex(
     "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
 )
 masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+masterkey_entry = "{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778"
+masterkey_entries = """
+{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778
+""".strip()
 
 
 class TestPassword:
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index ae36ecf..10d9665 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -1,7 +1,6 @@
 """DPAPI credential submission routes."""
 
 import asyncio
-import binascii
 import urllib.parse
 from functools import lru_cache
 from typing import Annotated
@@ -133,20 +132,39 @@ async def _handle_decrypted_master_key_credential(
     from Crypto.Hash import SHA1
     from nemesis_dpapi.core import MasterKey
 
-    # Extract strongly typed master key data
-    masterkey_guid = request.value.guid
-    masterkey_data = binascii.unhexlify(request.value.key_hex)
+    processed_guids = []
+    existing_guids = []
 
-    # Create a MasterKey with the decrypted data and add it
-    masterkey = MasterKey(
-        guid=masterkey_guid,
-        plaintext_key=masterkey_data,
-        plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
-    )
+    # Process each master key data entry
+    for master_key_data in request.value:
+        # Extract strongly typed master key data
+        masterkey_guid = master_key_data.guid
+        masterkey_data = bytes.fromhex(master_key_data.key_hex)
 
-    # Add directly to the repository
-    await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
-    return {"status": "success", "type": "dec_master_key", "guid": str(masterkey_guid)}
+        # Check if masterkey already exists
+        existing_masterkey = await dpapi_manager._masterkey_repo.get_masterkey(masterkey_guid)
+        if existing_masterkey is not None:
+            logger.info(f"Master key {masterkey_guid} already exists, skipping")
+            existing_guids.append(str(masterkey_guid))
+            continue
+
+        # Create a MasterKey with the decrypted data and add it
+        masterkey = MasterKey(
+            guid=masterkey_guid,
+            plaintext_key=masterkey_data,
+            plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
+        )
+
+        # Add directly to the repository
+        await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
+        processed_guids.append(str(masterkey_guid))
+
+    return {
+        "status": "success",
+        "type": "dec_master_key",
+        "added": processed_guids,
+        "already_exists": existing_guids,
+    }
 
 
 async def _handle_string_based_credential(
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 16021fd..25ec238 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -7,10 +7,10 @@ const DpapiSubmitCredential = () => {
   const [userSid, setUserSid] = useState('');
   const [guid, setGuid] = useState('');
   const [domainController, setDomainController] = useState('');
-  const [masterKeyGuid, setMasterKeyGuid] = useState('');
-  const [keyHex, setKeyHex] = useState('');
+  const [masterKeyData, setMasterKeyData] = useState('');
   const [isSubmitting, setIsSubmitting] = useState(false);
-  const [message, setMessage] = useState({ type: '', text: '' });
+  const [message, setMessage] = useState({ type: '', text: '', details: null });
+  const [showDetails, setShowDetails] = useState(false);
 
   const credentialTypes = [
     {
@@ -27,8 +27,8 @@ const DpapiSubmitCredential = () => {
     },
     {
       value: 'cred_key',
-      label: 'Cred Key (16 or 20 bytes)',
-      placeholder: '9c457aaadf804b08db137f1bc40dcc46',
+      label: 'Cred Key (SHA1)',
+      placeholder: 'ABCDEF1234567890ABCDEF1234567890ABCDEF12 (20 bytes)',
       apiType: 'cred_key'
     },
     {
@@ -42,7 +42,7 @@ const DpapiSubmitCredential = () => {
     {
       value: 'dec_master_key',
       label: 'Decrypted Master Key',
-      placeholder: 'Enter master key hex data',
+      placeholder: 'Enter master key data (one per line)\n{guid}:{sha1}\n{guid}:{sha1}',
       apiType: 'dec_master_key',
       structuredValue: true
     }
@@ -58,13 +58,45 @@ const DpapiSubmitCredential = () => {
     e.preventDefault();
 
     if (isStructuredValue) {
-      if (!masterKeyGuid.trim()) {
-        setMessage({ type: 'error', text: 'Please enter a Master Key GUID' });
+      if (!masterKeyData.trim()) {
+        setMessage({ type: 'error', text: 'Please enter master key data' });
         return;
       }
-      if (!keyHex.trim()) {
-        setMessage({ type: 'error', text: 'Please enter Key Hex' });
-        return;
+
+      // Validate master key data format
+      const lines = masterKeyData.split('\n').filter(line => line.trim());
+      const uuidRegex = /^\{[0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12}\}$/;
+      const hexRegex = /^[0-9a-fA-F]+$/;
+
+      for (let i = 0; i < lines.length; i++) {
+        const line = lines[i].trim();
+        const parts = line.split(':');
+
+        if (parts.length !== 2) {
+          setMessage({
+            type: 'error',
+            text: `Line ${i + 1}: Invalid format. Expected "guid:sha1hex"`
+          });
+          return;
+        }
+
+        const [guid, keyHex] = parts;
+
+        if (!uuidRegex.test(guid)) {
+          setMessage({
+            type: 'error',
+            text: `Line ${i + 1}: Invalid GUID format "${guid}"`
+          });
+          return;
+        }
+
+        if (!hexRegex.test(keyHex)) {
+          setMessage({
+            type: 'error',
+            text: `Line ${i + 1}: Invalid hex format in key "${keyHex}"`
+          });
+          return;
+        }
       }
     } else {
       if (!credentialValue.trim()) {
@@ -79,7 +111,7 @@ const DpapiSubmitCredential = () => {
     }
 
     setIsSubmitting(true);
-    setMessage({ type: '', text: '' });
+    setMessage({ type: '', text: '', details: null });
 
     try {
       const response = await fetch('/api/dpapi/credentials', {
@@ -90,10 +122,12 @@ const DpapiSubmitCredential = () => {
         body: JSON.stringify({
           type: selectedType.apiType,
           ...(isStructuredValue ? {
-            value: {
-              guid: masterKeyGuid,
-              key_hex: keyHex
-            }
+            value: masterKeyData.split('\n')
+              .filter(line => line.trim())
+              .map(line => {
+                const [guid, key_hex] = line.trim().split(':');
+                return { guid, key_hex };
+              })
           } : {
             value: credentialValue
           }),
@@ -104,13 +138,27 @@ const DpapiSubmitCredential = () => {
       });
 
       if (response.ok) {
-        setMessage({ type: 'success', text: 'Credential submitted successfully!' });
+        const responseData = await response.json();
+        let successMessage = 'Credential submitted successfully!';
+        let details = null;
+
+        if (responseData && Object.keys(responseData).length > 0) {
+          const filteredData = Object.entries(responseData)
+            .filter(([, value]) => value !== null && value !== undefined && value !== '')
+            .reduce((acc, [key, value]) => ({ ...acc, [key]: value }), {});
+          
+          if (Object.keys(filteredData).length > 0) {
+            details = filteredData;
+          }
+        }
+
+        setMessage({ type: 'success', text: successMessage, details });
+        setShowDetails(false);
         setCredentialValue('');
         setUserSid('');
         setGuid('');
         setDomainController('');
-        setMasterKeyGuid('');
-        setKeyHex('');
+        setMasterKeyData('');
       } else {
         let errorMessage = `HTTP ${response.status}`;
         try {
@@ -173,9 +221,9 @@ const DpapiSubmitCredential = () => {
                   setUserSid('');
                   setGuid('');
                   setDomainController('');
-                  setMasterKeyGuid('');
-                  setKeyHex('');
-                  setMessage({ type: '', text: '' });
+                  setMasterKeyData('');
+                  setMessage({ type: '', text: '', details: null });
+                  setShowDetails(false);
                 }}
                 className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 appearance-none pr-10"
               >
@@ -242,39 +290,25 @@ const DpapiSubmitCredential = () => {
             </div>
           )}
 
-          {/* Master Key GUID - For dec_master_key */}
+          {/* Master Key Data - For dec_master_key */}
           {isStructuredValue && (
             <div>
-              <label htmlFor="master-key-guid" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
-                Master Key GUID
-              </label>
-              <input
-                type="text"
-                id="master-key-guid"
-                value={masterKeyGuid}
-                onChange={(e) => setMasterKeyGuid(e.target.value)}
-                placeholder="6d2bd107-a942-4c0d-bf2a-8b3d1264cf73"
-                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500"
-                required
-              />
-            </div>
-          )}
-
-          {/* Key Hex - For dec_master_key */}
-          {isStructuredValue && (
-            <div>
-              <label htmlFor="key-hex" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-2">
-                Key Hex
+              <label htmlFor="master-key-data" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">
+                Master Key Data
               </label>
               <textarea
-                id="key-hex"
-                value={keyHex}
-                onChange={(e) => setKeyHex(e.target.value)}
-                placeholder="0826EC6BC801252E401902AB09FE1068052D07001"
-                rows={3}
-                className="block w-full px-3 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical font-mono"
+                id="master-key-data"
+                value={masterKeyData}
+                onChange={(e) => setMasterKeyData(e.target.value)}
+                placeholder={`6d2bd107-a942-4c0d-bf2a-8b3d1264cf73:0826EC6BC801252E401902AB09FE1068052D07001
+12345678-1234-1234-1234-123456789012:ABCDEF1234567890ABCDEF1234567890ABCDEF12`}
+                rows={6}
+                className="block w-full px-1 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical font-mono"
                 required
               />
+              <p className="text-xs text-gray-500 dark:text-gray-400 mt-1">
+                Format: One entry per line in the format "{"{guid}"}:{"{sha1}"}"
+              </p>
             </div>
           )}
 
@@ -300,8 +334,8 @@ const DpapiSubmitCredential = () => {
             <button
               type="submit"
               disabled={
-                isSubmitting || 
-                (isStructuredValue ? (!masterKeyGuid.trim() || !keyHex.trim()) : !credentialValue.trim()) ||
+                isSubmitting ||
+                (isStructuredValue ? !masterKeyData.trim() : !credentialValue.trim()) ||
                 (requiresUserSid && !userSid.trim()) ||
                 (requiresGuid && !guid.trim())
               }
@@ -324,23 +358,54 @@ const DpapiSubmitCredential = () => {
 
         {/* Success/Error Messages */}
         {message.text && (
-          <div className={`mt-4 p-4 rounded-md flex items-center ${
+          <div className={`mt-4 rounded-md ${
             message.type === 'success'
               ? 'bg-green-50 dark:bg-green-900/20 border border-green-200 dark:border-green-700'
               : 'bg-red-50 dark:bg-red-900/20 border border-red-200 dark:border-red-700'
           }`}>
-            {message.type === 'success' ? (
-              <CheckCircle className="h-5 w-5 text-green-600 dark:text-green-400 mr-2 flex-shrink-0" />
-            ) : (
-              <XCircle className="h-5 w-5 text-red-600 dark:text-red-400 mr-2 flex-shrink-0" />
+            <div className="p-4 flex items-center">
+              {message.type === 'success' ? (
+                <CheckCircle className="h-5 w-5 text-green-600 dark:text-green-400 mr-2 flex-shrink-0" />
+              ) : (
+                <XCircle className="h-5 w-5 text-red-600 dark:text-red-400 mr-2 flex-shrink-0" />
+              )}
+              <div className="flex-1">
+                <p className={`text-sm ${
+                  message.type === 'success'
+                    ? 'text-green-800 dark:text-green-200'
+                    : 'text-red-800 dark:text-red-200'
+                }`}>
+                  {message.text}
+                </p>
+                {message.details && (
+                  <button
+                    onClick={() => setShowDetails(!showDetails)}
+                    className={`mt-2 text-xs underline hover:no-underline ${
+                      message.type === 'success'
+                        ? 'text-green-600 dark:text-green-400'
+                        : 'text-red-600 dark:text-red-400'
+                    }`}
+                  >
+                    {showDetails ? 'Hide' : 'Show'} response details
+                  </button>
+                )}
+              </div>
+            </div>
+            {message.details && showDetails && (
+              <div className={`px-4 pb-4 border-t ${
+                message.type === 'success'
+                  ? 'border-green-200 dark:border-green-700'
+                  : 'border-red-200 dark:border-red-700'
+              }`}>
+                <pre className={`text-xs mt-2 whitespace-pre-wrap font-mono ${
+                  message.type === 'success'
+                    ? 'text-green-700 dark:text-green-300'
+                    : 'text-red-700 dark:text-red-300'
+                }`}>
+                  {JSON.stringify(message.details, null, 2)}
+                </pre>
+              </div>
             )}
-            <p className={`text-sm ${
-              message.type === 'success'
-                ? 'text-green-800 dark:text-green-200'
-                : 'text-red-800 dark:text-red-200'
-            }`}>
-              {message.text}
-            </p>
           </div>
         )}
       </div>

From e100e61c409cb1eef05eb6a674c3f92d0ce08e5e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 4 Sep 2025 16:10:07 -0700
Subject: [PATCH 038/279] Update local_state.py

---
 libs/chromium/chromium/local_state.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index d4a1f16..7deda37 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -142,7 +142,7 @@ def _insert_state_keys(
             )
 
             # add the masterkey file path (now that we know the key GUID) as a link/listing
-            add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "link_type:system_masterkey")
+            add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
 
             try:
                 app_bound_key_dec_inter = dpapi_manager.decrypt_blob(Blob(app_bound_key_enc))

From caa73ed0342ab90456cc9528fdbeb176deeaf232 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 4 Sep 2025 20:11:08 -0700
Subject: [PATCH 039/279] Start of `registry_hive` enrichment module

-Start of `registry_hive` enrichment module
---
 libs/common/common/models.py                  |   7 +-
 .../registry_hive/analyzer.py                 | 927 ++++++++++++++++++
 2 files changed, 931 insertions(+), 3 deletions(-)
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 40e9b6c..a2768b5 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -1,7 +1,7 @@
 # src/common/models.py
 from datetime import datetime
 from enum import Enum
-from typing import Any, Generic, Optional, TypeVar
+from typing import Any, Generic, TypeVar
 
 from pydantic import BaseModel, Field
 
@@ -29,6 +29,7 @@ class FindingCategory(str, Enum):
     YARA_MATCH = "yara_match"
     PII = "pii"
     MISC = "misc"
+    INFORMATIONAL = "informational"
 
 
 class FindingOrigin(str, Enum):
@@ -141,8 +142,8 @@ class MatchInfo(BaseModel):
     matched_content: str
     location: MatchLocation
     snippet: str
-    file_path: Optional[str] = None
-    git_commit: Optional[GitCommitInfo] = None
+    file_path: str | None = None
+    git_commit: GitCommitInfo | None = None
 
 
 class ScanStats(BaseModel):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
new file mode 100644
index 0000000..cf212e5
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -0,0 +1,927 @@
+# enrichment_modules/registry_hive/analyzer.py
+import ntpath
+import os
+import shutil
+import tempfile
+import textwrap
+
+import psycopg
+import structlog
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.clients import DaprClient
+from file_enrichment_modules.module_loader import EnrichmentModule
+from file_linking.helpers import add_file_linking
+from psycopg.rows import dict_row
+from pypykatz.registry.offline_parser import OffineRegistry as OfflineRegistry
+
+logger = structlog.get_logger(module=__name__)
+
+
+class RegistryHiveAnalyzer(EnrichmentModule):
+    def __init__(self):
+        super().__init__("registry_hive")
+        self.storage = StorageMinio()
+        self.workflows = ["default"]
+
+        # Get PostgreSQL connection string
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run based on file type."""
+        file_enriched = get_file_enriched(object_id)
+        magic_type = file_enriched.magic_type.lower()
+
+        # Check if it's a Windows registry hive
+        return any(
+            hive_type in magic_type
+            for hive_type in [
+                "ms windows registry file",
+                "windows registry file",
+                "registry hive",
+                "windows nt registry hive",
+            ]
+        )
+
+    def _identify_hive_type(self, file_path: str, file_name: str) -> str | None:
+        """Identify the type of registry hive based on filename."""
+        file_name_upper = file_name.upper()
+
+        # Check common hive names - be more specific to avoid false positives
+        if any(name in file_name_upper for name in ["SYSTEM"]):
+            return "SYSTEM"
+        elif any(name in file_name_upper for name in ["SAM"]) and "SAMP" not in file_name_upper:
+            return "SAM"
+        elif any(name in file_name_upper for name in ["SECURITY"]):
+            return "SECURITY"
+        elif any(name in file_name_upper for name in ["SOFTWARE"]):
+            return "SOFTWARE"
+        elif any(name in file_name_upper for name in ["NTUSER"]) or file_name_upper.endswith("NTUSER.DAT"):
+            return "NTUSER"
+
+        # Try some common backup/copy patterns
+        if "SYSTEM." in file_name_upper or file_name_upper.endswith("SYSTEM"):
+            return "SYSTEM"
+        elif "SAM." in file_name_upper or file_name_upper.endswith("SAM"):
+            return "SAM"
+        elif "SECURITY." in file_name_upper or file_name_upper.endswith("SECURITY"):
+            return "SECURITY"
+
+        return None
+
+    def _extract_bootkey(self, registry: OfflineRegistry) -> str | None:
+        """Extract bootkey from SYSTEM hive using pypykatz."""
+        try:
+            # pypykatz OfflineRegistry already extracts the bootkey when parsing SYSTEM
+            if hasattr(registry, 'system') and registry.system:
+                # The bootkey is available in the system object
+                if hasattr(registry.system, 'bootkey'):
+                    return registry.system.bootkey.hex() if hasattr(registry.system.bootkey, 'hex') else str(registry.system.bootkey)
+            return None
+        except Exception as e:
+            logger.error(f"Failed to extract bootkey: {e}")
+            return None
+
+    def _find_existing_hive(self, file_enriched, target_hive_path: str) -> str | None:
+        """Find an existing hive by path."""
+        try:
+            with psycopg.connect(self._conninfo, row_factory=dict_row) as conn:
+                with conn.cursor() as cur:
+                    # Look for existing hive by path
+                    cur.execute(
+                        """
+                        SELECT object_id
+                        FROM files_enriched
+                        WHERE source = %s
+                        AND LOWER(path) = LOWER(%s)
+                        ORDER BY timestamp DESC
+                        LIMIT 1
+                    """,
+                        (file_enriched.source, target_hive_path),
+                    )
+
+                    result = cur.fetchone()
+                    if result:
+                        return str(result["object_id"])  # Convert UUID to string
+
+        except Exception as e:
+            logger.error(f"Failed to find existing hive {target_hive_path}: {e}")
+
+        return None
+
+    def _create_proactive_file_linkings(self, file_enriched, hive_type: str):
+        """Create proactive file linkings based on hive type."""
+        if not file_enriched.source or not file_enriched.path:
+            return
+
+        drive, _ = ntpath.splitdrive(file_enriched.path)
+        if not drive:
+            logger.warning(f"Could not extract drive from path: {file_enriched.path}")
+            return
+
+        try:
+            if hive_type == "SYSTEM":
+                # Link to SAM and SECURITY hives
+                sam_path = f"{drive}\\Windows\\System32\\Config\\SAM"
+                security_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+
+                add_file_linking(
+                    source=file_enriched.source,
+                    source_file_path=file_enriched.path,
+                    linked_file_path=sam_path,
+                    link_type="registry_system",
+                    collection_reason="SYSTEM hive can decrypt SAM accounts",
+                )
+
+                add_file_linking(
+                    source=file_enriched.source,
+                    source_file_path=file_enriched.path,
+                    linked_file_path=security_path,
+                    link_type="registry_system",
+                    collection_reason="SYSTEM hive can decrypt SECURITY LSA secrets",
+                )
+
+            elif hive_type in ["SAM", "SECURITY"]:
+                # Link to SYSTEM hive
+                system_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+
+                add_file_linking(
+                    source=file_enriched.source,
+                    source_file_path=file_enriched.path,
+                    linked_file_path=system_path,
+                    link_type="registry_system",
+                    collection_reason=f"SYSTEM hive required to decrypt {hive_type} data",
+                )
+
+        except Exception as e:
+            logger.error(f"Failed to create proactive file linkings: {e}")
+
+    def _process_sam_hive(self, sam_file: str, system_file: str | None, file_enriched) -> dict:
+        """Process SAM hive to extract local accounts using pypykatz."""
+        results = {"accounts": [], "bootkey_available": system_file is not None}
+
+        try:
+            # Use pypykatz to parse the SAM hive with optional SYSTEM hive for decryption
+            if system_file:
+                registry = OfflineRegistry.from_files(system_path=system_file, sam_path=sam_file)
+                bootkey = self._extract_bootkey(registry)
+                results["bootkey"] = bootkey
+            else:
+                # Cannot parse SAM without SYSTEM - pypykatz requires SYSTEM hive for proper parsing
+                logger.warning("Cannot process SAM hive without SYSTEM hive - pypykatz requires both")
+                return results
+
+            # Extract user information from parsed SAM
+            if hasattr(registry, 'sam') and registry.sam:
+                sam_obj = registry.sam
+                if hasattr(sam_obj, 'users'):
+                    for user in sam_obj.users:
+                        user_info = {
+                            "rid": getattr(user, 'rid', None),
+                            "username": getattr(user, 'username', None),
+                            "full_name": getattr(user, 'fullname', None),
+                            "comment": getattr(user, 'comment', None),
+                            "nt_hash": getattr(user, 'nt_hash', None),
+                            "lm_hash": getattr(user, 'lm_hash', None),
+                            "bootkey_available": system_file is not None
+                        }
+                        
+                        # Convert hashes to hex strings if they exist
+                        if user_info["nt_hash"]:
+                            user_info["nt_hash"] = user_info["nt_hash"].hex() if hasattr(user_info["nt_hash"], 'hex') else str(user_info["nt_hash"])
+                        if user_info["lm_hash"]:
+                            user_info["lm_hash"] = user_info["lm_hash"].hex() if hasattr(user_info["lm_hash"], 'hex') else str(user_info["lm_hash"])
+                        
+                        results["accounts"].append(user_info)
+
+        except Exception as e:
+            logger.error(f"Failed to process SAM hive with pypykatz: {e}")
+            # Return empty results on error
+            results["accounts"] = []
+            results["error"] = "Could not parse SAM hive"
+
+        return results
+
+    def _process_security_hive(self, security_file: str, system_file: str | None, file_enriched) -> dict:
+        """Process SECURITY hive to extract LSA secrets using pypykatz."""
+        results = {"lsa_secrets": [], "cached_credentials": [], "bootkey_available": system_file is not None}
+
+        if not system_file:
+            # Cannot parse SECURITY without SYSTEM - pypykatz requires SYSTEM hive
+            logger.warning("Cannot process SECURITY hive without SYSTEM hive - pypykatz requires both")
+            return results
+
+        # Create persistent copies of both files that pypykatz can access
+        security_copy_path = None
+        system_copy_path = None
+        
+        try:
+            # Debug what we're actually receiving
+            logger.warning(f"security_file path: {security_file}")
+            logger.warning(f"system_file path: {system_file}")
+            logger.warning(f"security_file exists: {os.path.exists(security_file) if security_file else 'N/A'}")
+            logger.warning(f"system_file exists: {os.path.exists(system_file) if system_file else 'N/A'}")
+            
+            # Create temporary copies that persist during processing
+            security_fd, security_copy_path = tempfile.mkstemp(suffix='.security')
+            system_fd, system_copy_path = tempfile.mkstemp(suffix='.system')
+            
+            # Close the file descriptors but keep the paths
+            os.close(security_fd)
+            os.close(system_fd)
+            
+            # Copy the files
+            logger.warning(f"Copying {security_file} to {security_copy_path}")
+            shutil.copy2(security_file, security_copy_path)
+            logger.warning(f"Copying {system_file} to {system_copy_path}")
+            shutil.copy2(system_file, system_copy_path)
+            
+            # Verify the copies exist and have content
+            security_size = os.path.getsize(security_copy_path)
+            system_size = os.path.getsize(system_copy_path)
+            logger.warning(f"Security copy size: {security_size} bytes")
+            logger.warning(f"System copy size: {system_size} bytes")
+            
+            logger.warning(f"Created persistent copies: SECURITY={security_copy_path}, SYSTEM={system_copy_path}")
+            
+            # Now parse with pypykatz using the persistent copies
+            logger.warning("Creating OfflineRegistry with persistent file copies")
+            registry = OfflineRegistry.from_files(system_path=system_copy_path, security_path=security_copy_path)
+            
+            # Extract bootkey from SYSTEM
+            bootkey = self._extract_bootkey(registry)
+            if bootkey:
+                results["bootkey"] = bootkey
+                logger.warning("Extracted bootkey from SYSTEM hive")
+            else:
+                logger.warning("Failed to extract bootkey from SYSTEM hive")
+
+            # Call get_secrets to extract and decrypt secrets
+            try:
+                logger.warning("Calling get_secrets() to extract LSA secrets")
+                registry.get_secrets()
+                logger.warning("get_secrets() completed successfully")
+            except Exception as e:
+                logger.warning(f"Failed to extract secrets: {e}")
+                # Continue anyway to see if we can get any data
+
+            # Extract LSA secrets from parsed SECURITY hive
+            if hasattr(registry, 'security') and registry.security:
+                security_obj = registry.security
+                logger.warning(f"Security object type: {type(security_obj)}")
+                
+                # Try to get secrets as dictionary
+                try:
+                    security_dict = security_obj.to_dict()
+                    logger.warning(f"Security dict keys: {list(security_dict.keys()) if security_dict else 'None'}")
+                    
+                    # Extract LSA secrets - they're in 'cached_secrets', not 'lsa_secrets'!
+                    if security_dict and 'cached_secrets' in security_dict:
+                        cached_secrets = security_dict['cached_secrets']
+                        logger.warning(f"Found cached_secrets in dict with {len(cached_secrets)} items, type: {type(cached_secrets)}")
+                        
+                        if isinstance(cached_secrets, list):
+                            # cached_secrets is a list of secret objects
+                            for i, secret_data in enumerate(cached_secrets):
+                                logger.warning(f"Processing cached secret {i}: {type(secret_data)}")
+                                
+                                # If it's a dict, inspect its keys to find the actual secret data
+                                if isinstance(secret_data, dict):
+                                    logger.warning(f"Cached secret {i} keys: {list(secret_data.keys())}")
+                                    
+                                    # Look for common secret data keys
+                                    secret_value = None
+                                    secret_name = f"cached_secret_{i}"
+                                    
+                                    # First try common secret keys
+                                    for key in ['secret', 'data', 'value', 'cleartext', 'plaintext', 'decrypted']:
+                                        if key in secret_data:
+                                            secret_value = secret_data[key]
+                                            logger.warning(f"Found secret data in key '{key}': {type(secret_value)}")
+                                            break
+                                    
+                                    # For DPAPI secrets, extract machine_key and user_key
+                                    if not secret_value and 'machine_key' in secret_data and 'user_key' in secret_data:
+                                        machine_key = secret_data['machine_key']
+                                        user_key = secret_data['user_key']
+                                        if isinstance(machine_key, bytes) and isinstance(user_key, bytes):
+                                            secret_value = {
+                                                'machine_key': machine_key.hex(),
+                                                'user_key': user_key.hex()
+                                            }
+                                            secret_name = secret_data.get('key_name', f"cached_secret_{i}")
+                                            logger.warning(f"Found DPAPI keys - machine_key: {len(machine_key)} bytes, user_key: {len(user_key)} bytes")
+                                    
+                                    # For NL$KM secrets, extract raw_secret
+                                    elif not secret_value and 'raw_secret' in secret_data:
+                                        raw_secret = secret_data['raw_secret']
+                                        if isinstance(raw_secret, bytes):
+                                            secret_value = raw_secret.hex()
+                                            secret_name = secret_data.get('key_name', f"cached_secret_{i}")
+                                            logger.warning(f"Found raw_secret: {len(raw_secret)} bytes")
+                                    
+                                    # If still no specific key found, try to get the first non-metadata value
+                                    elif not secret_value:
+                                        for key, value in secret_data.items():
+                                            if key not in ['type', 'name', 'id', 'index', 'key_name', 'history'] and value:
+                                                secret_value = value
+                                                logger.warning(f"Using key '{key}' as secret data: {type(secret_value)}")
+                                                break
+                                    
+                                    secret_info = {
+                                        "name": secret_name,
+                                        "decrypted": True,
+                                        "value": str(secret_value) if secret_value else str(secret_data),
+                                        "bootkey_available": True
+                                    }
+                                else:
+                                    secret_info = {
+                                        "name": f"cached_secret_{i}",
+                                        "decrypted": True,
+                                        "value": str(secret_data) if secret_data else None,
+                                        "bootkey_available": True
+                                    }
+                                results["lsa_secrets"].append(secret_info)
+                        elif isinstance(cached_secrets, dict):
+                            # cached_secrets is a dictionary
+                            for secret_name, secret_data in cached_secrets.items():
+                                logger.warning(f"Processing cached secret: {secret_name}, data type: {type(secret_data)}")
+                                secret_info = {
+                                    "name": secret_name,
+                                    "decrypted": True,
+                                    "value": str(secret_data) if secret_data else None,
+                                    "bootkey_available": True
+                                }
+                                results["lsa_secrets"].append(secret_info)
+                    
+                    # Also check for other secret types
+                    secret_keys = ['lsa_key', 'NK$LM', 'dcc']
+                    for key in secret_keys:
+                        if security_dict and key in security_dict:
+                            secret_data = security_dict[key]
+                            logger.warning(f"Found {key}: {type(secret_data)}")
+                            
+                            # Format bytes as hex strings for better readability
+                            if isinstance(secret_data, bytes):
+                                formatted_value = secret_data.hex()
+                            else:
+                                formatted_value = str(secret_data) if secret_data else None
+                            
+                            secret_info = {
+                                "name": key,
+                                "decrypted": True,
+                                "value": formatted_value,
+                                "bootkey_available": True
+                            }
+                            results["lsa_secrets"].append(secret_info)
+                    
+                    if not results["lsa_secrets"]:
+                        logger.warning("No secrets extracted from security_dict - available keys: " + str(list(security_dict.keys())))
+                    
+                    # Also try direct attribute access for LSA secrets
+                    if hasattr(security_obj, 'lsa_secrets'):
+                        lsa_secrets_attr = getattr(security_obj, 'lsa_secrets', {})
+                        logger.warning(f"Found lsa_secrets attribute with {len(lsa_secrets_attr)} items")
+                        for secret_name, secret_data in lsa_secrets_attr.items():
+                            # Avoid duplicates if we already processed from dict
+                            if not any(s['name'] == secret_name for s in results["lsa_secrets"]):
+                                secret_info = {
+                                    "name": secret_name,
+                                    "decrypted": True,
+                                    "value": str(secret_data) if secret_data else None,
+                                    "bootkey_available": True
+                                }
+                                results["lsa_secrets"].append(secret_info)
+                    
+                    # Check for cached domain credentials
+                    if security_dict and 'cached_creds' in security_dict and security_dict['cached_creds']:
+                        results["cached_credentials_key_present"] = True
+                        for cached_cred in security_dict['cached_creds']:
+                            cred_info = {
+                                "domain": cached_cred.get('domain'),
+                                "username": cached_cred.get('username'),
+                                "decrypted": True
+                            }
+                            results["cached_credentials"].append(cred_info)
+                
+                except Exception as e:
+                    logger.error(f"Failed to extract security dictionary: {e}")
+                    # Try string representation as fallback
+                    try:
+                        security_str = str(security_obj)
+                        logger.warning(f"Security string representation length: {len(security_str)}")
+                        if security_str and len(security_str) > 10:
+                            # If we have substantial content, create a basic entry
+                            secret_info = {
+                                "name": "parsed_from_string_representation",
+                                "decrypted": True,
+                                "value": "LSA secrets present - check raw data",
+                                "bootkey_available": True
+                            }
+                            results["lsa_secrets"].append(secret_info)
+                    except Exception as e2:
+                        logger.error(f"Failed to get security string representation: {e2}")
+                
+                # Also check for cached credentials via attribute access
+                if hasattr(security_obj, 'cached_creds'):
+                    cached_creds_attr = getattr(security_obj, 'cached_creds', [])
+                    if cached_creds_attr:
+                        results["cached_credentials_key_present"] = True
+                        try:
+                            for cached_cred in cached_creds_attr:
+                                cred_info = {
+                                    "domain": getattr(cached_cred, 'domain', None),
+                                    "username": getattr(cached_cred, 'username', None),
+                                    "decrypted": True
+                                }
+                                results["cached_credentials"].append(cred_info)
+                        except Exception as e:
+                            logger.error(f"Failed to extract cached credentials: {e}")
+            else:
+                logger.warning("No security object found in registry after parsing")
+
+        except Exception as e:
+            logger.error(f"Failed to process SECURITY hive with pypykatz: {e}")
+            # Return empty results on error
+            results["lsa_secrets"] = []
+            results["error"] = "Could not parse SECURITY hive"
+
+        finally:
+            # Clean up temporary files
+            for temp_path in [security_copy_path, system_copy_path]:
+                if temp_path and os.path.exists(temp_path):
+                    try:
+                        os.unlink(temp_path)
+                        logger.warning(f"Cleaned up temporary file: {temp_path}")
+                    except Exception as e:
+                        logger.warning(f"Failed to clean up temporary file {temp_path}: {e}")
+
+        return results
+
+    def _process_system_hive(self, system_file: str, file_enriched) -> dict:
+        """Process SYSTEM hive to extract bootkey and system information using pypykatz."""
+        results = {"bootkey": None, "computer_name": None, "current_control_set": None, "services": []}
+
+        try:
+            # Use pypykatz to parse the SYSTEM hive
+            registry = OfflineRegistry.from_files(system_path=system_file)
+
+            # Extract bootkey
+            bootkey = self._extract_bootkey(registry)
+            if bootkey:
+                results["bootkey"] = bootkey
+
+            # Extract system information from parsed SYSTEM hive
+            if hasattr(registry, 'system') and registry.system:
+                system_obj = registry.system
+                
+                # Get computer name if available
+                if hasattr(system_obj, 'computer_name'):
+                    results["computer_name"] = system_obj.computer_name
+                
+                # Get current control set info if available
+                if hasattr(system_obj, 'current_control_set'):
+                    results["current_control_set"] = system_obj.current_control_set
+
+                # Extract some basic service info if available
+                # Note: pypykatz may not expose all service details, so we'll get what we can
+                interesting_services = ["NTDS", "DNS", "W32Time", "LanmanServer", "Spooler"]
+                for service_name in interesting_services:
+                    service_info = {
+                        "name": service_name,
+                        "display_name": None,
+                        "start_type": None,
+                        "status": "present_in_system_hive"
+                    }
+                    results["services"].append(service_info)
+
+        except Exception as e:
+            logger.error(f"Failed to process SYSTEM hive with pypykatz: {e}")
+            # Return empty results on error
+            results = {
+                "bootkey": None, 
+                "error": "Could not parse SYSTEM hive",
+                "computer_name": None, 
+                "current_control_set": None, 
+                "services": []
+            }
+
+        return results
+
+    def _create_finding_summary(self, hive_type: str, analysis_results: dict, file_enriched) -> str:
+        """Create markdown summary for registry hive analysis."""
+        summary = f"# Windows Registry Hive Analysis: {hive_type}\n\n"
+        summary += f"**File**: `{file_enriched.file_name}`\n\n"
+        summary += f"**Hive Type**: {hive_type}\n\n"
+
+        if hive_type == "SYSTEM":
+            if analysis_results.get("bootkey"):
+                summary += f"**Bootkey**: `{analysis_results['bootkey']}`\n\n"
+            if analysis_results.get("computer_name"):
+                summary += f"**Computer Name**: `{analysis_results['computer_name']}`\n\n"
+            if analysis_results.get("current_control_set"):
+                summary += f"**Current Control Set**: {analysis_results['current_control_set']}\n\n"
+
+            services = analysis_results.get("services", [])
+            if services:
+                summary += "## System Services\n\n"
+                for service in services:
+                    summary += f"* **{service['name']}**: {service.get('display_name', 'N/A')} (Start: {service.get('start_type', 'N/A')})\n"
+                summary += "\n"
+
+            # Include SAM analysis if processed
+            sam_analysis = analysis_results.get("sam_analysis")
+            if sam_analysis:
+                accounts = sam_analysis.get("accounts", [])
+                summary += "## Paired SAM Analysis\n\n"
+                summary += f"**Local Accounts Found**: {len(accounts)}\n\n"
+                if accounts:
+                    summary += "**Local User Accounts**:\n\n"
+                    for account in accounts[:10]:  # Limit to first 10
+                        summary += f"* **RID {account['rid']}**: {account.get('username', 'Unknown')}\n"
+                    if len(accounts) > 10:
+                        summary += f"* ... and {len(accounts) - 10} more accounts\n"
+                    summary += "\n"
+
+            # Include SECURITY analysis if processed
+            security_analysis = analysis_results.get("security_analysis")
+            if security_analysis:
+                secrets = security_analysis.get("lsa_secrets", [])
+                summary += "## Paired SECURITY Analysis\n\n"
+                summary += f"**LSA Secrets Found**: {len(secrets)}\n\n"
+                if secrets:
+                    summary += "**LSA Secrets**:\n\n"
+                    for secret in secrets[:10]:  # Limit to first 10
+                        if isinstance(secret, dict) and 'name' in secret:
+                            if secret.get("decrypted", False) and secret.get("value"):
+                                # Show decrypted value, but truncate if too long
+                                value = str(secret["value"])
+                                if len(value) > 100:
+                                    value = value[:100] + "..."
+                                summary += f"* **{secret['name']}**: `{value}`\n"
+                            else:
+                                summary += f"* **{secret['name']}**: Encrypted data present\n"
+                    if len(secrets) > 10:
+                        summary += f"* ... and {len(secrets) - 10} more secrets\n"
+                    summary += "\n"
+
+                if security_analysis.get("cached_credentials_key_present"):
+                    summary += "**Cached Domain Credentials**: Key present (NL$KM)\n\n"
+
+        elif hive_type == "SAM":
+            accounts = analysis_results.get("accounts", [])
+            summary += f"**Local Accounts Found**: {len(accounts)}\n\n"
+            if analysis_results.get("bootkey_available"):
+                summary += "**Note**: Linked SYSTEM hive found - password decryption possible\n\n"
+            else:
+                summary += "**Note**: No linked SYSTEM hive - password hashes encrypted\n\n"
+
+            if accounts:
+                summary += "## Local User Accounts\n\n"
+                for account in accounts[:10]:  # Limit to first 10
+                    summary += f"* **RID {account['rid']}**: {account.get('username', 'Unknown')}\n"
+                if len(accounts) > 10:
+                    summary += f"* ... and {len(accounts) - 10} more accounts\n"
+                summary += "\n"
+
+        elif hive_type == "SECURITY":
+            secrets = analysis_results.get("lsa_secrets", [])
+            summary += f"**LSA Secrets Found**: {len(secrets)}\n\n"
+            if analysis_results.get("bootkey_available"):
+                summary += "**Note**: Linked SYSTEM hive found - secret decryption possible\n\n"
+            else:
+                summary += "**Note**: No linked SYSTEM hive - secrets encrypted\n\n"
+
+            if secrets:
+                summary += "## LSA Secrets\n\n"
+                for secret in secrets[:10]:  # Limit to first 10
+                    if isinstance(secret, dict) and 'name' in secret:
+                        if secret.get("decrypted", False) and secret.get("value"):
+                            # Show decrypted value, but truncate if too long
+                            value = str(secret["value"])
+                            if len(value) > 100:
+                                value = value[:100] + "..."
+                            summary += f"* **{secret['name']}**: `{value}`\n"
+                        else:
+                            summary += f"* **{secret['name']}**: Encrypted data present\n"
+                if len(secrets) > 10:
+                    summary += f"* ... and {len(secrets) - 10} more secrets\n"
+                summary += "\n"
+
+            if analysis_results.get("cached_credentials_key_present"):
+                summary += "**Cached Domain Credentials**: Key present (NL$KM)\n\n"
+
+        return summary
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process registry hive file and extract relevant information."""
+        try:
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_registry_hive_file(file_path, file_enriched)
+            else:
+                # Download the file to a temporary location
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_registry_hive_file(temp_file.name, file_enriched)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing registry hive file")
+            return None
+
+    def _analyze_registry_hive_file(self, hive_file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze registry hive file and generate enrichment result."""
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        # Identify hive type
+        hive_type = self._identify_hive_type(hive_file_path, file_enriched.file_name)
+        if not hive_type:
+            logger.warning(f"Could not identify registry hive type for {file_enriched.file_name}")
+            return None
+
+        analysis_results = {}
+        linked_system_object_id = None
+
+        # Create proactive file linkings
+        self._create_proactive_file_linkings(file_enriched, hive_type)
+
+        # Process based on hive type
+        if hive_type == "SYSTEM":
+            # Process SYSTEM hive first
+            analysis_results = self._process_system_hive(hive_file_path, file_enriched)
+
+            # Also check for and process existing SAM/SECURITY hives
+            drive, _ = ntpath.splitdrive(file_enriched.path)
+            if drive:
+                sam_path = f"{drive}\\Windows\\System32\\Config\\SAM"
+                security_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+
+                sam_object_id = self._find_existing_hive(file_enriched, sam_path)
+                security_object_id = self._find_existing_hive(file_enriched, security_path)
+
+                # Process SAM if found
+                if sam_object_id:
+                    try:
+                        sam_temp_file = self.storage.download(sam_object_id)
+                        if sam_temp_file is not None:
+                            with sam_temp_file as sam_temp:
+                                # Copy to avoid file closure issues
+                                sam_copy = tempfile.NamedTemporaryFile(delete=False)
+                                shutil.copy2(sam_temp.name, sam_copy.name)
+                                sam_copy.close()
+                                
+                                try:
+                                    sam_results = self._process_sam_hive(sam_copy.name, hive_file_path, file_enriched)
+                                    analysis_results["sam_analysis"] = sam_results
+                                    logger.info(f"Processed paired SAM hive for SYSTEM: {sam_path}")
+                                finally:
+                                    try:
+                                        os.unlink(sam_copy.name)
+                                    except:
+                                        pass
+                        else:
+                            logger.error(f"Failed to download paired SAM hive: {sam_object_id}")
+                    except Exception as e:
+                        logger.error(f"Failed to process paired SAM hive: {e}")
+
+                # Process SECURITY if found
+                if security_object_id:
+                    try:
+                        security_temp_file = self.storage.download(security_object_id)
+                        if security_temp_file is not None:
+                            with security_temp_file as security_temp:
+                                # Copy to avoid file closure issues
+                                security_copy = tempfile.NamedTemporaryFile(delete=False)
+                                shutil.copy2(security_temp.name, security_copy.name)
+                                security_copy.close()
+                                
+                                try:
+                                    security_results = self._process_security_hive(
+                                        security_copy.name, hive_file_path, file_enriched
+                                    )
+                                    analysis_results["security_analysis"] = security_results
+                                    logger.info(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
+                                finally:
+                                    try:
+                                        os.unlink(security_copy.name)
+                                    except:
+                                        pass
+                        else:
+                            logger.error(f"Failed to download paired SECURITY hive: {security_object_id}")
+                    except Exception as e:
+                        logger.error(f"Failed to process paired SECURITY hive: {e}")
+
+        elif hive_type in ["SAM", "SECURITY"]:
+            # Look for SYSTEM hive
+            drive, _ = ntpath.splitdrive(file_enriched.path)
+            system_object_id = None
+            system_file_path = None
+
+            if drive:
+                system_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+                system_object_id = self._find_existing_hive(file_enriched, system_path)
+
+            if system_object_id:
+                # Download the SYSTEM hive
+                try:
+                    system_temp_file = self.storage.download(system_object_id)
+                    if system_temp_file is None:
+                        logger.error(f"Failed to download SYSTEM hive {system_object_id}")
+                        # Process without SYSTEM hive
+                        if hive_type == "SAM":
+                            analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                        else:  # SECURITY
+                            analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
+                        logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey (download failed)")
+                    else:
+                        with system_temp_file as system_temp:
+                            # Copy to a temporary file that won't be auto-closed by context manager
+                            system_copy = tempfile.NamedTemporaryFile(delete=False)
+                            shutil.copy2(system_temp.name, system_copy.name)
+                            system_copy.close()
+                            
+                            try:
+                                if hive_type == "SAM":
+                                    analysis_results = self._process_sam_hive(hive_file_path, system_copy.name, file_enriched)
+                                else:  # SECURITY
+                                    analysis_results = self._process_security_hive(hive_file_path, system_copy.name, file_enriched)
+
+                                logger.info(f"Processed {hive_type} hive with SYSTEM bootkey")
+                            finally:
+                                # Clean up the temporary copy
+                                try:
+                                    os.unlink(system_copy.name)
+                                except:
+                                    pass
+                except Exception as e:
+                    logger.error(f"Error downloading SYSTEM hive: {e}")
+                    # Process without SYSTEM hive
+                    if hive_type == "SAM":
+                        analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                    else:  # SECURITY
+                        analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
+                    logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey (download error)")
+            else:
+                # Process without SYSTEM hive
+                if hive_type == "SAM":
+                    analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                else:  # SECURITY
+                    analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
+
+                logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey")
+
+            # Store reference to system hive if found
+            if system_object_id:
+                linked_system_object_id = system_object_id
+
+        else:
+            # For other hive types, just note the type
+            analysis_results = {"hive_type": hive_type, "processed": False}
+
+        # Create finding if we have results
+        if analysis_results:
+            summary_markdown = self._create_finding_summary(hive_type, analysis_results, file_enriched)
+
+            # Determine finding category and severity
+            if hive_type == "SYSTEM" and analysis_results.get("bootkey"):
+                category = FindingCategory.CREDENTIAL
+                severity = 8
+                finding_name = "system_hive_bootkey_extracted"
+            elif hive_type == "SAM" and analysis_results.get("accounts"):
+                category = FindingCategory.CREDENTIAL
+                severity = 7 if analysis_results.get("bootkey_available") else 5
+                finding_name = "sam_hive_accounts_detected"
+            elif hive_type == "SECURITY" and analysis_results.get("lsa_secrets"):
+                category = FindingCategory.CREDENTIAL
+                severity = 7 if analysis_results.get("bootkey_available") else 5
+                finding_name = "security_hive_secrets_detected"
+            else:
+                category = FindingCategory.INFORMATIONAL
+                severity = 3
+                finding_name = f"registry_hive_{hive_type.lower()}_processed"
+
+            # Create display data
+            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+            # Create finding
+            finding = Finding(
+                category=category,
+                finding_name=finding_name,
+                origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                origin_name=self.name,
+                object_id=file_enriched.object_id,
+                severity=severity,
+                raw_data={
+                    "hive_type": hive_type,
+                    "analysis_results": analysis_results,
+                    "linked_system_hive": linked_system_object_id is not None,
+                },
+                data=[display_data],
+            )
+
+            enrichment_result.findings = [finding]
+            enrichment_result.results = {"hive_type": hive_type, "analysis_results": analysis_results}
+
+            # Create displayable transform
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_file:
+                yaml_output = []
+                yaml_output.append(f"Registry Hive Analysis: {hive_type}")
+                yaml_output.append("=" * (25 + len(hive_type)))
+                yaml_output.append("")
+                yaml_output.append(f"File: {file_enriched.file_name}")
+                yaml_output.append(f"Hive Type: {hive_type}")
+                yaml_output.append("")
+
+                if hive_type == "SYSTEM":
+                    if analysis_results.get("bootkey"):
+                        yaml_output.append(f"Bootkey: {analysis_results['bootkey']}")
+                    if analysis_results.get("computer_name"):
+                        yaml_output.append(f"Computer Name: {analysis_results['computer_name']}")
+                    if analysis_results.get("services"):
+                        yaml_output.append("\nSystem Services:")
+                        for service in analysis_results["services"]:
+                            yaml_output.append(f"  {service['name']}: {service.get('display_name', 'N/A')}")
+
+                    # Include paired SAM analysis
+                    sam_analysis = analysis_results.get("sam_analysis")
+                    if sam_analysis:
+                        accounts = sam_analysis.get("accounts", [])
+                        yaml_output.append("\nPaired SAM Analysis:")
+                        yaml_output.append(f"  Local Accounts Found: {len(accounts)}")
+                        if accounts:
+                            yaml_output.append("  Local User Accounts:")
+                            for account in accounts[:10]:
+                                yaml_output.append(f"    RID {account['rid']}: {account.get('username', 'Unknown')}")
+
+                    # Include paired SECURITY analysis
+                    security_analysis = analysis_results.get("security_analysis")
+                    if security_analysis:
+                        secrets = security_analysis.get("lsa_secrets", [])
+                        yaml_output.append("\nPaired SECURITY Analysis:")
+                        yaml_output.append(f"  LSA Secrets Found: {len(secrets)}")
+                        if secrets:
+                            yaml_output.append("  LSA Secrets:")
+                            for secret in secrets[:10]:
+                                if isinstance(secret, dict) and 'name' in secret:
+                                    if secret.get("decrypted", False) and secret.get("value"):
+                                        # Show decrypted value, but truncate if too long
+                                        value = str(secret["value"])
+                                        if len(value) > 50:
+                                            value = value[:50] + "..."
+                                        yaml_output.append(f"    {secret['name']}: {value}")
+                                    else:
+                                        yaml_output.append(f"    {secret['name']}: Encrypted")
+
+                elif hive_type == "SAM":
+                    accounts = analysis_results.get("accounts", [])
+                    yaml_output.append(f"Local Accounts Found: {len(accounts)}")
+                    yaml_output.append(f"Bootkey Available: {analysis_results.get('bootkey_available', False)}")
+                    if accounts:
+                        yaml_output.append("\nLocal User Accounts:")
+                        for account in accounts[:10]:
+                            yaml_output.append(f"  RID {account['rid']}: {account.get('username', 'Unknown')}")
+
+                elif hive_type == "SECURITY":
+                    secrets = analysis_results.get("lsa_secrets", [])
+                    yaml_output.append(f"LSA Secrets Found: {len(secrets)}")
+                    yaml_output.append(f"Bootkey Available: {analysis_results.get('bootkey_available', False)}")
+                    if secrets:
+                        yaml_output.append("\nLSA Secrets:")
+                        for secret in secrets[:10]:
+                            if isinstance(secret, dict) and 'name' in secret:
+                                if secret.get("decrypted", False) and secret.get("value"):
+                                    # Show decrypted value, but truncate if too long
+                                    value = str(secret["value"])
+                                    if len(value) > 50:
+                                        value = value[:50] + "..."
+                                    yaml_output.append(f"  {secret['name']}: {value}")
+                                else:
+                                    yaml_output.append(f"  {secret['name']}: Encrypted")
+
+                display_content = textwrap.indent("\n".join(yaml_output), "   ")
+                tmp_file.write(display_content)
+                tmp_file.flush()
+
+                display_object_id = self.storage.upload_file(tmp_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=display_object_id,
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}_{hive_type.lower()}_analysis.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+                enrichment_result.transforms = [displayable_parsed]
+
+        return enrichment_result
+
+
+def create_enrichment_module() -> EnrichmentModule:
+    return RegistryHiveAnalyzer()

From 5e372fe85f531bdbc9f0efa1f39d546eff625dba Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 5 Sep 2025 12:10:29 -0500
Subject: [PATCH 040/279] Temp folder revamp for `registry_hive` enrichment
 module

-Temp folder revamp for `registry_hive` enrichment module
---
 .../registry_hive/analyzer.py                 | 328 ++++++++----------
 1 file changed, 149 insertions(+), 179 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index cf212e5..290d9f6 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -76,10 +76,14 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         """Extract bootkey from SYSTEM hive using pypykatz."""
         try:
             # pypykatz OfflineRegistry already extracts the bootkey when parsing SYSTEM
-            if hasattr(registry, 'system') and registry.system:
+            if hasattr(registry, "system") and registry.system:
                 # The bootkey is available in the system object
-                if hasattr(registry.system, 'bootkey'):
-                    return registry.system.bootkey.hex() if hasattr(registry.system.bootkey, 'hex') else str(registry.system.bootkey)
+                if hasattr(registry.system, "bootkey"):
+                    return (
+                        registry.system.bootkey.hex()
+                        if hasattr(registry.system.bootkey, "hex")
+                        else str(registry.system.bootkey)
+                    )
             return None
         except Exception as e:
             logger.error(f"Failed to extract bootkey: {e}")
@@ -159,7 +163,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         except Exception as e:
             logger.error(f"Failed to create proactive file linkings: {e}")
 
-    def _process_sam_hive(self, sam_file: str, system_file: str | None, file_enriched) -> dict:
+    def _process_sam_hive(self, sam_file: str, system_file: str | None) -> dict:
         """Process SAM hive to extract local accounts using pypykatz."""
         results = {"accounts": [], "bootkey_available": system_file is not None}
 
@@ -175,26 +179,34 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 return results
 
             # Extract user information from parsed SAM
-            if hasattr(registry, 'sam') and registry.sam:
+            if hasattr(registry, "sam") and registry.sam:
                 sam_obj = registry.sam
-                if hasattr(sam_obj, 'users'):
+                if hasattr(sam_obj, "users"):
                     for user in sam_obj.users:
                         user_info = {
-                            "rid": getattr(user, 'rid', None),
-                            "username": getattr(user, 'username', None),
-                            "full_name": getattr(user, 'fullname', None),
-                            "comment": getattr(user, 'comment', None),
-                            "nt_hash": getattr(user, 'nt_hash', None),
-                            "lm_hash": getattr(user, 'lm_hash', None),
-                            "bootkey_available": system_file is not None
+                            "rid": getattr(user, "rid", None),
+                            "username": getattr(user, "username", None),
+                            "full_name": getattr(user, "fullname", None),
+                            "comment": getattr(user, "comment", None),
+                            "nt_hash": getattr(user, "nt_hash", None),
+                            "lm_hash": getattr(user, "lm_hash", None),
+                            "bootkey_available": system_file is not None,
                         }
-                        
+
                         # Convert hashes to hex strings if they exist
                         if user_info["nt_hash"]:
-                            user_info["nt_hash"] = user_info["nt_hash"].hex() if hasattr(user_info["nt_hash"], 'hex') else str(user_info["nt_hash"])
+                            user_info["nt_hash"] = (
+                                user_info["nt_hash"].hex()
+                                if hasattr(user_info["nt_hash"], "hex")
+                                else str(user_info["nt_hash"])
+                            )
                         if user_info["lm_hash"]:
-                            user_info["lm_hash"] = user_info["lm_hash"].hex() if hasattr(user_info["lm_hash"], 'hex') else str(user_info["lm_hash"])
-                        
+                            user_info["lm_hash"] = (
+                                user_info["lm_hash"].hex()
+                                if hasattr(user_info["lm_hash"], "hex")
+                                else str(user_info["lm_hash"])
+                            )
+
                         results["accounts"].append(user_info)
 
         except Exception as e:
@@ -205,7 +217,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return results
 
-    def _process_security_hive(self, security_file: str, system_file: str | None, file_enriched) -> dict:
+    def _process_security_hive(self, security_file: str, system_file: str | None) -> dict:
         """Process SECURITY hive to extract LSA secrets using pypykatz."""
         results = {"lsa_secrets": [], "cached_credentials": [], "bootkey_available": system_file is not None}
 
@@ -217,40 +229,40 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         # Create persistent copies of both files that pypykatz can access
         security_copy_path = None
         system_copy_path = None
-        
+
         try:
             # Debug what we're actually receiving
             logger.warning(f"security_file path: {security_file}")
             logger.warning(f"system_file path: {system_file}")
             logger.warning(f"security_file exists: {os.path.exists(security_file) if security_file else 'N/A'}")
             logger.warning(f"system_file exists: {os.path.exists(system_file) if system_file else 'N/A'}")
-            
+
             # Create temporary copies that persist during processing
-            security_fd, security_copy_path = tempfile.mkstemp(suffix='.security')
-            system_fd, system_copy_path = tempfile.mkstemp(suffix='.system')
-            
+            security_fd, security_copy_path = tempfile.mkstemp(suffix=".security")
+            system_fd, system_copy_path = tempfile.mkstemp(suffix=".system")
+
             # Close the file descriptors but keep the paths
             os.close(security_fd)
             os.close(system_fd)
-            
+
             # Copy the files
             logger.warning(f"Copying {security_file} to {security_copy_path}")
             shutil.copy2(security_file, security_copy_path)
             logger.warning(f"Copying {system_file} to {system_copy_path}")
             shutil.copy2(system_file, system_copy_path)
-            
+
             # Verify the copies exist and have content
             security_size = os.path.getsize(security_copy_path)
             system_size = os.path.getsize(system_copy_path)
             logger.warning(f"Security copy size: {security_size} bytes")
             logger.warning(f"System copy size: {system_size} bytes")
-            
+
             logger.warning(f"Created persistent copies: SECURITY={security_copy_path}, SYSTEM={system_copy_path}")
-            
+
             # Now parse with pypykatz using the persistent copies
             logger.warning("Creating OfflineRegistry with persistent file copies")
             registry = OfflineRegistry.from_files(system_path=system_copy_path, security_path=security_copy_path)
-            
+
             # Extract bootkey from SYSTEM
             bootkey = self._extract_bootkey(registry)
             if bootkey:
@@ -269,144 +281,158 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 # Continue anyway to see if we can get any data
 
             # Extract LSA secrets from parsed SECURITY hive
-            if hasattr(registry, 'security') and registry.security:
+            if hasattr(registry, "security") and registry.security:
                 security_obj = registry.security
                 logger.warning(f"Security object type: {type(security_obj)}")
-                
+
                 # Try to get secrets as dictionary
                 try:
                     security_dict = security_obj.to_dict()
                     logger.warning(f"Security dict keys: {list(security_dict.keys()) if security_dict else 'None'}")
-                    
+
                     # Extract LSA secrets - they're in 'cached_secrets', not 'lsa_secrets'!
-                    if security_dict and 'cached_secrets' in security_dict:
-                        cached_secrets = security_dict['cached_secrets']
-                        logger.warning(f"Found cached_secrets in dict with {len(cached_secrets)} items, type: {type(cached_secrets)}")
-                        
+                    if security_dict and "cached_secrets" in security_dict:
+                        cached_secrets = security_dict["cached_secrets"]
+                        logger.warning(
+                            f"Found cached_secrets in dict with {len(cached_secrets)} items, type: {type(cached_secrets)}"
+                        )
+
                         if isinstance(cached_secrets, list):
                             # cached_secrets is a list of secret objects
                             for i, secret_data in enumerate(cached_secrets):
                                 logger.warning(f"Processing cached secret {i}: {type(secret_data)}")
-                                
+
                                 # If it's a dict, inspect its keys to find the actual secret data
                                 if isinstance(secret_data, dict):
                                     logger.warning(f"Cached secret {i} keys: {list(secret_data.keys())}")
-                                    
+
                                     # Look for common secret data keys
                                     secret_value = None
                                     secret_name = f"cached_secret_{i}"
-                                    
+
                                     # First try common secret keys
-                                    for key in ['secret', 'data', 'value', 'cleartext', 'plaintext', 'decrypted']:
+                                    for key in ["secret", "data", "value", "cleartext", "plaintext", "decrypted"]:
                                         if key in secret_data:
                                             secret_value = secret_data[key]
                                             logger.warning(f"Found secret data in key '{key}': {type(secret_value)}")
                                             break
-                                    
+
                                     # For DPAPI secrets, extract machine_key and user_key
-                                    if not secret_value and 'machine_key' in secret_data and 'user_key' in secret_data:
-                                        machine_key = secret_data['machine_key']
-                                        user_key = secret_data['user_key']
+                                    if not secret_value and "machine_key" in secret_data and "user_key" in secret_data:
+                                        machine_key = secret_data["machine_key"]
+                                        user_key = secret_data["user_key"]
                                         if isinstance(machine_key, bytes) and isinstance(user_key, bytes):
                                             secret_value = {
-                                                'machine_key': machine_key.hex(),
-                                                'user_key': user_key.hex()
+                                                "machine_key": machine_key.hex(),
+                                                "user_key": user_key.hex(),
                                             }
-                                            secret_name = secret_data.get('key_name', f"cached_secret_{i}")
-                                            logger.warning(f"Found DPAPI keys - machine_key: {len(machine_key)} bytes, user_key: {len(user_key)} bytes")
-                                    
+                                            secret_name = secret_data.get("key_name", f"cached_secret_{i}")
+                                            logger.warning(
+                                                f"Found DPAPI keys - machine_key: {len(machine_key)} bytes, user_key: {len(user_key)} bytes"
+                                            )
+
                                     # For NL$KM secrets, extract raw_secret
-                                    elif not secret_value and 'raw_secret' in secret_data:
-                                        raw_secret = secret_data['raw_secret']
+                                    elif not secret_value and "raw_secret" in secret_data:
+                                        raw_secret = secret_data["raw_secret"]
                                         if isinstance(raw_secret, bytes):
                                             secret_value = raw_secret.hex()
-                                            secret_name = secret_data.get('key_name', f"cached_secret_{i}")
+                                            secret_name = secret_data.get("key_name", f"cached_secret_{i}")
                                             logger.warning(f"Found raw_secret: {len(raw_secret)} bytes")
-                                    
+
                                     # If still no specific key found, try to get the first non-metadata value
                                     elif not secret_value:
                                         for key, value in secret_data.items():
-                                            if key not in ['type', 'name', 'id', 'index', 'key_name', 'history'] and value:
+                                            if (
+                                                key not in ["type", "name", "id", "index", "key_name", "history"]
+                                                and value
+                                            ):
                                                 secret_value = value
-                                                logger.warning(f"Using key '{key}' as secret data: {type(secret_value)}")
+                                                logger.warning(
+                                                    f"Using key '{key}' as secret data: {type(secret_value)}"
+                                                )
                                                 break
-                                    
+
                                     secret_info = {
                                         "name": secret_name,
                                         "decrypted": True,
                                         "value": str(secret_value) if secret_value else str(secret_data),
-                                        "bootkey_available": True
+                                        "bootkey_available": True,
                                     }
                                 else:
                                     secret_info = {
                                         "name": f"cached_secret_{i}",
                                         "decrypted": True,
                                         "value": str(secret_data) if secret_data else None,
-                                        "bootkey_available": True
+                                        "bootkey_available": True,
                                     }
                                 results["lsa_secrets"].append(secret_info)
                         elif isinstance(cached_secrets, dict):
                             # cached_secrets is a dictionary
                             for secret_name, secret_data in cached_secrets.items():
-                                logger.warning(f"Processing cached secret: {secret_name}, data type: {type(secret_data)}")
+                                logger.warning(
+                                    f"Processing cached secret: {secret_name}, data type: {type(secret_data)}"
+                                )
                                 secret_info = {
                                     "name": secret_name,
                                     "decrypted": True,
                                     "value": str(secret_data) if secret_data else None,
-                                    "bootkey_available": True
+                                    "bootkey_available": True,
                                 }
                                 results["lsa_secrets"].append(secret_info)
-                    
+
                     # Also check for other secret types
-                    secret_keys = ['lsa_key', 'NK$LM', 'dcc']
+                    secret_keys = ["lsa_key", "NK$LM", "dcc"]
                     for key in secret_keys:
                         if security_dict and key in security_dict:
                             secret_data = security_dict[key]
                             logger.warning(f"Found {key}: {type(secret_data)}")
-                            
+
                             # Format bytes as hex strings for better readability
                             if isinstance(secret_data, bytes):
                                 formatted_value = secret_data.hex()
                             else:
                                 formatted_value = str(secret_data) if secret_data else None
-                            
+
                             secret_info = {
                                 "name": key,
                                 "decrypted": True,
                                 "value": formatted_value,
-                                "bootkey_available": True
+                                "bootkey_available": True,
                             }
                             results["lsa_secrets"].append(secret_info)
-                    
+
                     if not results["lsa_secrets"]:
-                        logger.warning("No secrets extracted from security_dict - available keys: " + str(list(security_dict.keys())))
-                    
+                        logger.warning(
+                            "No secrets extracted from security_dict - available keys: "
+                            + str(list(security_dict.keys()))
+                        )
+
                     # Also try direct attribute access for LSA secrets
-                    if hasattr(security_obj, 'lsa_secrets'):
-                        lsa_secrets_attr = getattr(security_obj, 'lsa_secrets', {})
+                    if hasattr(security_obj, "lsa_secrets"):
+                        lsa_secrets_attr = getattr(security_obj, "lsa_secrets", {})
                         logger.warning(f"Found lsa_secrets attribute with {len(lsa_secrets_attr)} items")
                         for secret_name, secret_data in lsa_secrets_attr.items():
                             # Avoid duplicates if we already processed from dict
-                            if not any(s['name'] == secret_name for s in results["lsa_secrets"]):
+                            if not any(s["name"] == secret_name for s in results["lsa_secrets"]):
                                 secret_info = {
                                     "name": secret_name,
                                     "decrypted": True,
                                     "value": str(secret_data) if secret_data else None,
-                                    "bootkey_available": True
+                                    "bootkey_available": True,
                                 }
                                 results["lsa_secrets"].append(secret_info)
-                    
+
                     # Check for cached domain credentials
-                    if security_dict and 'cached_creds' in security_dict and security_dict['cached_creds']:
+                    if security_dict and "cached_creds" in security_dict and security_dict["cached_creds"]:
                         results["cached_credentials_key_present"] = True
-                        for cached_cred in security_dict['cached_creds']:
+                        for cached_cred in security_dict["cached_creds"]:
                             cred_info = {
-                                "domain": cached_cred.get('domain'),
-                                "username": cached_cred.get('username'),
-                                "decrypted": True
+                                "domain": cached_cred.get("domain"),
+                                "username": cached_cred.get("username"),
+                                "decrypted": True,
                             }
                             results["cached_credentials"].append(cred_info)
-                
+
                 except Exception as e:
                     logger.error(f"Failed to extract security dictionary: {e}")
                     # Try string representation as fallback
@@ -419,23 +445,23 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                 "name": "parsed_from_string_representation",
                                 "decrypted": True,
                                 "value": "LSA secrets present - check raw data",
-                                "bootkey_available": True
+                                "bootkey_available": True,
                             }
                             results["lsa_secrets"].append(secret_info)
                     except Exception as e2:
                         logger.error(f"Failed to get security string representation: {e2}")
-                
+
                 # Also check for cached credentials via attribute access
-                if hasattr(security_obj, 'cached_creds'):
-                    cached_creds_attr = getattr(security_obj, 'cached_creds', [])
+                if hasattr(security_obj, "cached_creds"):
+                    cached_creds_attr = getattr(security_obj, "cached_creds", [])
                     if cached_creds_attr:
                         results["cached_credentials_key_present"] = True
                         try:
                             for cached_cred in cached_creds_attr:
                                 cred_info = {
-                                    "domain": getattr(cached_cred, 'domain', None),
-                                    "username": getattr(cached_cred, 'username', None),
-                                    "decrypted": True
+                                    "domain": getattr(cached_cred, "domain", None),
+                                    "username": getattr(cached_cred, "username", None),
+                                    "decrypted": True,
                                 }
                                 results["cached_credentials"].append(cred_info)
                         except Exception as e:
@@ -461,7 +487,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return results
 
-    def _process_system_hive(self, system_file: str, file_enriched) -> dict:
+    def _process_system_hive(self, system_file: str) -> dict:
         """Process SYSTEM hive to extract bootkey and system information using pypykatz."""
         results = {"bootkey": None, "computer_name": None, "current_control_set": None, "services": []}
 
@@ -475,26 +501,25 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 results["bootkey"] = bootkey
 
             # Extract system information from parsed SYSTEM hive
-            if hasattr(registry, 'system') and registry.system:
+            if hasattr(registry, "system") and registry.system:
                 system_obj = registry.system
-                
+
                 # Get computer name if available
-                if hasattr(system_obj, 'computer_name'):
+                if hasattr(system_obj, "computer_name"):
                     results["computer_name"] = system_obj.computer_name
-                
+
                 # Get current control set info if available
-                if hasattr(system_obj, 'current_control_set'):
+                if hasattr(system_obj, "current_control_set"):
                     results["current_control_set"] = system_obj.current_control_set
 
                 # Extract some basic service info if available
-                # Note: pypykatz may not expose all service details, so we'll get what we can
                 interesting_services = ["NTDS", "DNS", "W32Time", "LanmanServer", "Spooler"]
                 for service_name in interesting_services:
                     service_info = {
                         "name": service_name,
                         "display_name": None,
                         "start_type": None,
-                        "status": "present_in_system_hive"
+                        "status": "present_in_system_hive",
                     }
                     results["services"].append(service_info)
 
@@ -502,11 +527,11 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             logger.error(f"Failed to process SYSTEM hive with pypykatz: {e}")
             # Return empty results on error
             results = {
-                "bootkey": None, 
+                "bootkey": None,
                 "error": "Could not parse SYSTEM hive",
-                "computer_name": None, 
-                "current_control_set": None, 
-                "services": []
+                "computer_name": None,
+                "current_control_set": None,
+                "services": [],
             }
 
         return results
@@ -555,7 +580,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 if secrets:
                     summary += "**LSA Secrets**:\n\n"
                     for secret in secrets[:10]:  # Limit to first 10
-                        if isinstance(secret, dict) and 'name' in secret:
+                        if isinstance(secret, dict) and "name" in secret:
                             if secret.get("decrypted", False) and secret.get("value"):
                                 # Show decrypted value, but truncate if too long
                                 value = str(secret["value"])
@@ -598,7 +623,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             if secrets:
                 summary += "## LSA Secrets\n\n"
                 for secret in secrets[:10]:  # Limit to first 10
-                    if isinstance(secret, dict) and 'name' in secret:
+                    if isinstance(secret, dict) and "name" in secret:
                         if secret.get("decrypted", False) and secret.get("value"):
                             # Show decrypted value, but truncate if too long
                             value = str(secret["value"])
@@ -653,7 +678,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         # Process based on hive type
         if hive_type == "SYSTEM":
             # Process SYSTEM hive first
-            analysis_results = self._process_system_hive(hive_file_path, file_enriched)
+            analysis_results = self._process_system_hive(hive_file_path)
 
             # Also check for and process existing SAM/SECURITY hives
             drive, _ = ntpath.splitdrive(file_enriched.path)
@@ -667,52 +692,20 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 # Process SAM if found
                 if sam_object_id:
                     try:
-                        sam_temp_file = self.storage.download(sam_object_id)
-                        if sam_temp_file is not None:
-                            with sam_temp_file as sam_temp:
-                                # Copy to avoid file closure issues
-                                sam_copy = tempfile.NamedTemporaryFile(delete=False)
-                                shutil.copy2(sam_temp.name, sam_copy.name)
-                                sam_copy.close()
-                                
-                                try:
-                                    sam_results = self._process_sam_hive(sam_copy.name, hive_file_path, file_enriched)
-                                    analysis_results["sam_analysis"] = sam_results
-                                    logger.info(f"Processed paired SAM hive for SYSTEM: {sam_path}")
-                                finally:
-                                    try:
-                                        os.unlink(sam_copy.name)
-                                    except:
-                                        pass
-                        else:
-                            logger.error(f"Failed to download paired SAM hive: {sam_object_id}")
+                        with self.storage.download(sam_object_id) as sam_temp_file:
+                            sam_results = self._process_sam_hive(sam_temp_file.name, hive_file_path)
+                            analysis_results["sam_analysis"] = sam_results
+                            logger.info(f"Processed paired SAM hive for SYSTEM: {sam_path}")
                     except Exception as e:
                         logger.error(f"Failed to process paired SAM hive: {e}")
 
                 # Process SECURITY if found
                 if security_object_id:
                     try:
-                        security_temp_file = self.storage.download(security_object_id)
-                        if security_temp_file is not None:
-                            with security_temp_file as security_temp:
-                                # Copy to avoid file closure issues
-                                security_copy = tempfile.NamedTemporaryFile(delete=False)
-                                shutil.copy2(security_temp.name, security_copy.name)
-                                security_copy.close()
-                                
-                                try:
-                                    security_results = self._process_security_hive(
-                                        security_copy.name, hive_file_path, file_enriched
-                                    )
-                                    analysis_results["security_analysis"] = security_results
-                                    logger.info(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
-                                finally:
-                                    try:
-                                        os.unlink(security_copy.name)
-                                    except:
-                                        pass
-                        else:
-                            logger.error(f"Failed to download paired SECURITY hive: {security_object_id}")
+                        with self.storage.download(security_object_id) as security_temp_file:
+                            sam_results = self._process_security_hive(security_temp_file.name, hive_file_path)
+                            analysis_results["security_analysis"] = sam_results
+                            logger.debug(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
                     except Exception as e:
                         logger.error(f"Failed to process paired SECURITY hive: {e}")
 
@@ -720,7 +713,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             # Look for SYSTEM hive
             drive, _ = ntpath.splitdrive(file_enriched.path)
             system_object_id = None
-            system_file_path = None
 
             if drive:
                 system_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
@@ -729,51 +721,29 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             if system_object_id:
                 # Download the SYSTEM hive
                 try:
-                    system_temp_file = self.storage.download(system_object_id)
-                    if system_temp_file is None:
-                        logger.error(f"Failed to download SYSTEM hive {system_object_id}")
-                        # Process without SYSTEM hive
+                    with self.storage.download(system_object_id) as system_temp_file:
                         if hive_type == "SAM":
-                            analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                            analysis_results = self._process_sam_hive(hive_file_path, system_temp_file.name)
                         else:  # SECURITY
-                            analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
-                        logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey (download failed)")
-                    else:
-                        with system_temp_file as system_temp:
-                            # Copy to a temporary file that won't be auto-closed by context manager
-                            system_copy = tempfile.NamedTemporaryFile(delete=False)
-                            shutil.copy2(system_temp.name, system_copy.name)
-                            system_copy.close()
-                            
-                            try:
-                                if hive_type == "SAM":
-                                    analysis_results = self._process_sam_hive(hive_file_path, system_copy.name, file_enriched)
-                                else:  # SECURITY
-                                    analysis_results = self._process_security_hive(hive_file_path, system_copy.name, file_enriched)
+                            analysis_results = self._process_security_hive(hive_file_path, system_temp_file.name)
+                        logger.info(f"Processed {hive_type} hive with SYSTEM bootkey")
 
-                                logger.info(f"Processed {hive_type} hive with SYSTEM bootkey")
-                            finally:
-                                # Clean up the temporary copy
-                                try:
-                                    os.unlink(system_copy.name)
-                                except:
-                                    pass
                 except Exception as e:
                     logger.error(f"Error downloading SYSTEM hive: {e}")
                     # Process without SYSTEM hive
                     if hive_type == "SAM":
-                        analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                        analysis_results = self._process_sam_hive(hive_file_path, None)
                     else:  # SECURITY
-                        analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
-                    logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey (download error)")
+                        analysis_results = self._process_security_hive(hive_file_path, None)
+                    logger.debug(f"Processed {hive_type} hive without SYSTEM bootkey (download error)")
+
             else:
                 # Process without SYSTEM hive
                 if hive_type == "SAM":
-                    analysis_results = self._process_sam_hive(hive_file_path, None, file_enriched)
+                    analysis_results = self._process_sam_hive(hive_file_path, None)
                 else:  # SECURITY
-                    analysis_results = self._process_security_hive(hive_file_path, None, file_enriched)
-
-                logger.warning(f"Processed {hive_type} hive without SYSTEM bootkey")
+                    analysis_results = self._process_security_hive(hive_file_path, None)
+                logger.debug(f"Processed {hive_type} hive without SYSTEM bootkey")
 
             # Store reference to system hive if found
             if system_object_id:
@@ -794,15 +764,15 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 finding_name = "system_hive_bootkey_extracted"
             elif hive_type == "SAM" and analysis_results.get("accounts"):
                 category = FindingCategory.CREDENTIAL
-                severity = 7 if analysis_results.get("bootkey_available") else 5
+                severity = 7 if analysis_results.get("bootkey_available") else 3
                 finding_name = "sam_hive_accounts_detected"
             elif hive_type == "SECURITY" and analysis_results.get("lsa_secrets"):
                 category = FindingCategory.CREDENTIAL
-                severity = 7 if analysis_results.get("bootkey_available") else 5
+                severity = 7 if analysis_results.get("bootkey_available") else 3
                 finding_name = "security_hive_secrets_detected"
             else:
                 category = FindingCategory.INFORMATIONAL
-                severity = 3
+                severity = 1
                 finding_name = f"registry_hive_{hive_type.lower()}_processed"
 
             # Create display data
@@ -867,7 +837,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         if secrets:
                             yaml_output.append("  LSA Secrets:")
                             for secret in secrets[:10]:
-                                if isinstance(secret, dict) and 'name' in secret:
+                                if isinstance(secret, dict) and "name" in secret:
                                     if secret.get("decrypted", False) and secret.get("value"):
                                         # Show decrypted value, but truncate if too long
                                         value = str(secret["value"])
@@ -893,7 +863,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     if secrets:
                         yaml_output.append("\nLSA Secrets:")
                         for secret in secrets[:10]:
-                            if isinstance(secret, dict) and 'name' in secret:
+                            if isinstance(secret, dict) and "name" in secret:
                                 if secret.get("decrypted", False) and secret.get("value"):
                                     # Show decrypted value, but truncate if too long
                                     value = str(secret["value"])

From 1b4a15070aa8e38011175c4e3a8364ec003172b2 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 5 Sep 2025 12:53:07 -0500
Subject: [PATCH 041/279] Added `add_decrypted_masterkey()` function to
 `nemesis_dpapi` lib

-Added `add_decrypted_masterkey()` function to `nemesis_dpapi` lib
---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py | 28 ++++++++++++++++++++-
 1 file changed, 27 insertions(+), 1 deletion(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 3d537c1..5923c9e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -4,11 +4,12 @@ from typing import TYPE_CHECKING
 from uuid import UUID
 
 import asyncpg
+from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, DomainBackupKey, MasterKey
 from .crypto import DpapiCrypto
-from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, Publisher
+from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, NewPlaintextMasterKeyEvent, Publisher
 from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 from .storage_in_memory import InMemoryDomainBackupKeyRepository, InMemoryMasterKeyRepository
 from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterKeyRepository, create_tables
@@ -100,6 +101,31 @@ class DpapiManager(Publisher):
 
         self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=guid))
 
+    async def add_decrypted_masterkey(
+        self, guid: UUID, plaintext_key: bytes | None, plaintext_key_sha1: bytes | None
+    ) -> None:
+        """Add an decrypted masterkey
+
+        Args:
+            guid: Unique identifier for the masterkey (the masterkey GUID)
+            plaintext_key: Decrypted masterkey data
+        """
+        if plaintext_key:
+            masterkey = MasterKey(
+                guid=guid,
+                plaintext_key=plaintext_key,
+                plaintext_key_sha1=SHA1.new(plaintext_key).digest(),
+            )
+            await self._masterkey_repo.add_masterkey(masterkey)
+            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=guid))
+        elif plaintext_key_sha1:
+            masterkey = MasterKey(
+                guid=guid,
+                plaintext_key_sha1=SHA1.new(plaintext_key).digest(),
+            )
+            await self._masterkey_repo.add_masterkey(masterkey)
+            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=guid))
+
     async def add_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add a domain backup key and decrypt all compatible masterkeys.
 

From b6a88a8c43f6df791a64658992dae4c75de0e1a5 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 5 Sep 2025 14:04:55 -0500
Subject: [PATCH 042/279] `lsass_dump` module now registers scraped masterkeys

- `lsass_dump` module now registers scraped masterkeys
- Fix for add_decrypted_masterkey / add_encrypted_masterkey
---
 .../lsass_dump/analyzer.py                    | 20 +++++++++++++++++--
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  6 ++++++
 2 files changed, 24 insertions(+), 2 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index b61fe99..6da295f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -1,4 +1,5 @@
 # enrichment_modules/lsass_dump/analyzer.py
+import asyncio
 import tempfile
 import textwrap
 from datetime import datetime
@@ -7,9 +8,9 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from pypykatz.pypykatz import pypykatz
-
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
+from pypykatz.pypykatz import pypykatz
 
 logger = structlog.get_logger(module=__name__)
 
@@ -49,6 +50,7 @@ class LsassDumpParser(EnrichmentModule):
         self.storage = StorageMinio()
         # the workflows this module should automatically run in
         self.workflows = ["default"]
+        self.dpapi_manager: DpapiManager | None = None
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
@@ -220,6 +222,20 @@ class LsassDumpParser(EnrichmentModule):
                     elif ssp == "dpapi_creds":
                         if hasattr(cred, "key_guid"):
                             cred_data["key_guid"] = str(cred.key_guid)
+                            masterkey_bytes = None
+                            sha1_masterkey_bytes = None
+                            if hasattr(cred, "masterkey") and cred.masterkey:
+                                masterkey_bytes = bytes.fromhex(cred.masterkey)
+                            if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
+                                sha1_masterkey_bytes = bytes.fromhex(cred.sha1_masterkey)
+
+                            # add this masterkey to the DPAPI cache
+                            asyncio.run(
+                                self.dpapi_manager.add_decrypted_masterkey(
+                                    cred.key_guid, masterkey_bytes, sha1_masterkey_bytes
+                                )
+                            )
+
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
                                 cred.masterkey.hex() if hasattr(cred.masterkey, "hex") else str(cred.masterkey)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 5923c9e..bb613e9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -92,6 +92,9 @@ class DpapiManager(Publisher):
             encrypted_key_backup: Masterkey data encrypted with the domain backup key
         """
 
+        if not self._initialized:
+            await self._initialize_storage()
+
         masterkey = MasterKey(
             guid=guid,
             encrypted_key_usercred=encrypted_key_usercred,
@@ -110,6 +113,9 @@ class DpapiManager(Publisher):
             guid: Unique identifier for the masterkey (the masterkey GUID)
             plaintext_key: Decrypted masterkey data
         """
+        if not self._initialized:
+            await self._initialize_storage()
+
         if plaintext_key:
             masterkey = MasterKey(
                 guid=guid,

From 4f0d5ca02bbfd30040285849d88b87a8f0528d5d Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 5 Sep 2025 15:55:05 -0500
Subject: [PATCH 043/279] Update CHANGELOG.md

---
 CHANGELOG.md | 13 +++++++++++--
 1 file changed, 11 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 3995247..ed3b9ff 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,20 +9,29 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
-- Documentation for LLM functionality
 - "Chromium" page in the web frontend to display history, downloads, cookies, logins, and state keys
   - Includes filtering + CSV downloads for displayed data
-- Start of a "File Browser" in the web frontend
+- "File Browser" in the web frontend
+- "DPAPI" viewer/submission pages in the web frontend
+- Linked file tracking (via the ./libs/file_linking/ library)
+  - Linked files exposed in the "File Browser" frontend and file viewer pages
 - Adaptation of @Dreadnode's .NET reversing agent to `agents`
 - "chromium" standard library in ./libs/ for parsing Chromium based files
+- "nemesis_dpapi" library in ./libs/ for handling DPAPI related data/decryption
+- `registry_hive` parsing module that extracts bootkeys + local accounts + lsa secrets from linked hives
+- API route to submit DPAPI credential material
+- Auto-building API documents for ./docs/api.md from the FastAPI routes in `web_api` container
+- Documentation for "Containers" and LLM functionality
 
 ### Changed
 
 - Standardize logging + fix suppressed logs
+- DPAPI keys carved from LSASS dumps now saved via the nemesis_dpapi library
 
 ### Fixed
 
 - Frontend live file reload
+- `certificate` and `keytab` file enrichment modules
 
 
 ## [2.1.2] - 2025-08-22

From e5a0145b28ae1e313cb3270776fb9d9c7db48524 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 7 Sep 2025 09:29:54 -0700
Subject: [PATCH 044/279] initial DPAPI_SYSTEM

---
 libs/common/common/models2/api.py             |  59 +++---
 libs/common/common/models2/dpapi.py           |  88 +++------
 libs/common/tests/test_sid_validation.py      |  80 --------
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |   3 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 115 ++++++++---
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  49 ++---
 libs/nemesis_dpapi/tests/test_core.py         | 181 +++++++++++++++++-
 libs/nemesis_dpapi/tests/test_crypto.py       |   1 +
 .../file_enrichment/routes/dpapi.py           |  61 +++---
 .../Dpapi/DpapiSubmitCredential.jsx           |   8 +-
 total_docker_reset.sh                         |  23 ---
 11 files changed, 370 insertions(+), 298 deletions(-)
 delete mode 100644 libs/common/tests/test_sid_validation.py
 delete mode 100755 total_docker_reset.sh

diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index e66a38e..11c51c8 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -1,9 +1,9 @@
 import logging
-from datetime import UTC, datetime
-from typing import Annotated, Union
-from uuid import UUID
 import re
-from typing import List, Optional, Literal
+from datetime import UTC, datetime
+from typing import Annotated, Literal, Union
+from uuid import UUID
+
 from pydantic import BaseModel, BeforeValidator, Field, field_validator
 
 logger = logging.getLogger(__name__)
@@ -70,38 +70,36 @@ UTCDatetime = Annotated[datetime, BeforeValidator(ensure_utc_datetime)]
 
 class FileFilters(BaseModel):
     """File filtering configuration for container extraction"""
-    
-    include: Optional[List[str]] = Field(
-        default=None, 
-        description="Patterns for files to include. If empty/None, all files are included by default."
+
+    include: list[str] | None = Field(
+        default=None, description="Patterns for files to include. If empty/None, all files are included by default."
     )
-    exclude: Optional[List[str]] = Field(
-        default=None,
-        description="Patterns for files to exclude. Takes precedence over include patterns."
+    exclude: list[str] | None = Field(
+        default=None, description="Patterns for files to exclude. Takes precedence over include patterns."
     )
     pattern_type: Literal["glob", "regex"] = Field(
         default="glob",
-        description="Type of patterns to use: 'glob' for shell-style wildcards, 'regex' for regular expressions"
+        description="Type of patterns to use: 'glob' for shell-style wildcards, 'regex' for regular expressions",
     )
-    
-    @field_validator('include', 'exclude')
+
+    @field_validator("include", "exclude")
     @classmethod
     def validate_patterns(cls, v, info):
         """Validate that patterns can be compiled if regex type"""
         if v is None:
             return v
-        
+
         # Access other field values through info.data
-        pattern_type = info.data.get('pattern_type', 'glob')
-        
-        if pattern_type == 'regex':
+        pattern_type = info.data.get("pattern_type", "glob")
+
+        if pattern_type == "regex":
             # Validate that all regex patterns compile
             for pattern in v:
                 try:
                     re.compile(pattern, re.IGNORECASE)
                 except re.error as e:
                     raise ValueError(f"Invalid regex pattern '{pattern}': {e}")
-        
+
         return v
 
 
@@ -114,9 +112,8 @@ class FileMetadata(BaseModel):
     timestamp: datetime | None = Field(default=None, description="ISO 8601 formatted timestamp")
     expiration: datetime | None = Field(default=None, description="ISO 8601 formatted expiration date")
     path: str
-    file_filters: Optional[FileFilters] = Field(
-        default=None,
-        description="Optional file filtering configuration for container extraction"
+    file_filters: FileFilters | None = Field(
+        default=None, description="Optional file filtering configuration for container extraction"
     )
 
     model_config = {
@@ -131,29 +128,28 @@ class FileMetadata(BaseModel):
                 "file_filters": {
                     "include": ["*.exe", "*/Users/**/*"],
                     "exclude": ["*/Windows/**/*", "*.tmp"],
-                    "pattern_type": "glob"
-                }
+                    "pattern_type": "glob",
+                },
             }
         }
     }
 
-
     model_config = {"json_encoders": {datetime: lambda dt: dt.isoformat()}}
 
 
 class ContainerFromMountRequest(BaseModel):
     """Request model for processing container files from mounted folder"""
-    
+
     filename: str = Field(description="Name of the container file in the mounted folder")
     metadata: FileMetadata = Field(description="File metadata for processing")
-    
+
     model_config = {
         "json_schema_extra": {
             "example": {
                 "filename": "large_archive.zip",
                 "metadata": {
                     "agent_id": "beacon123",
-                    "source": "host://192.168.1.1", 
+                    "source": "host://192.168.1.1",
                     "project": "assess-test",
                     "timestamp": "2025-01-06T23:48:46.925656Z",
                     "expiration": "2026-01-06T23:48:46.925656Z",
@@ -161,13 +157,14 @@ class ContainerFromMountRequest(BaseModel):
                     "file_filters": {
                         "include": ["*.exe", "*/Users/**/*"],
                         "exclude": ["*/Windows/**/*", "*.tmp"],
-                        "pattern_type": "glob"
-                    }
-                }
+                        "pattern_type": "glob",
+                    },
+                },
             }
         }
     }
 
+
 ####################
 # # OpenAPI Documentation Models
 # class ErrorResponse(BaseModel):
diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 01551da..5d93ac3 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -1,73 +1,11 @@
 """DPAPI credential models for API requests."""
 
 import re
-from typing import Annotated, Literal
+from typing import Literal
 from uuid import UUID
 
-from pydantic import BaseModel, BeforeValidator, Field, field_serializer, field_validator
-
-
-def validate_windows_sid(value: str) -> str:
-    """Validate that a string is a valid Windows SID format.
-
-    Windows SIDs have the format: S-R-I-S-S-...-S
-    Where:
-    - S = literal 'S'
-    - R = revision (usually 1)
-    - I = identifier authority (48-bit number)
-    - S = subauthority values (32-bit numbers)
-
-    Examples:
-    - S-1-5-21-1234567890-1234567890-1234567890-1001 (domain user)
-    - S-1-5-18 (local system)
-    - S-1-5-32-544 (builtin administrators)
-    """
-    if not isinstance(value, str):
-        raise ValueError("SID must be a string")
-
-    # Basic format check: starts with S-, all parts are numeric except first
-    sid_pattern = r"^S-\d+(-\d+)*$"
-
-    if not re.match(sid_pattern, value):
-        raise ValueError(f"Invalid Windows SID format: {value}")
-
-    # Split and validate components
-    parts = value.split("-")
-
-    # Must have at least S-R-I-S (4 parts after splitting - need at least one subauthority)
-    if len(parts) < 4:
-        raise ValueError(f"SID must have at least one subauthority: {value}")
-
-    # First part must be 'S'
-    if parts[0] != "S":
-        raise ValueError(f"SID must start with 'S': {value}")
-
-    # Second part is revision (should be 1)
-    try:
-        revision = int(parts[1])
-        if revision != 1:
-            raise ValueError(f"SID revision must be 1, got {revision}: {value}")
-    except ValueError as e:
-        # Re-raise specific revision errors, but catch non-numeric revision errors
-        if "SID revision must be 1" in str(e):
-            raise e
-        raise ValueError(f"Invalid SID revision: {value}") from e
-
-    # Validate all numeric parts are valid integers
-    for i, part in enumerate(parts[2:], start=2):
-        try:
-            num_val = int(part)
-            # Authority and subauthority values should be non-negative
-            if num_val < 0:
-                raise ValueError(f"SID component at position {i} must be non-negative: {value}")
-        except ValueError as e:
-            raise ValueError(f"Invalid numeric component in SID at position {i}: {value}") from e
-
-    return value
-
-
-# Annotated type for Windows SID validation
-Sid = Annotated[str, BeforeValidator(validate_windows_sid)]
+from nemesis_dpapi.types import Sid
+from pydantic import BaseModel, Field, field_serializer, field_validator
 
 
 class PasswordCredential(BaseModel):
@@ -131,10 +69,30 @@ class DecryptedMasterKeyCredential(BaseModel):
     value: list[MasterKeyData]
 
 
+class DpapiSystemCredential(BaseModel):
+    """DPAPI_SYSTEM LSA Secret credential."""
+
+    type: Literal["dpapi_system"]
+    value: str = Field(description="Hex-encoded DPAPI_SYSTEM LSA secret (40 bytes)", pattern=r"^[0-9a-fA-F]{80}$")
+
+    @field_validator("value")
+    @classmethod
+    def validate_hex_length(cls, v):
+        """Validate that value is exactly 80 hex characters (40 bytes)."""
+        if len(v) != 80:
+            raise ValueError(
+                f"DPAPI_SYSTEM value must be exactly 80 hex characters (40 bytes), got {len(v)} characters"
+            )
+        if not re.match(r"^[0-9a-fA-F]+$", v):
+            raise ValueError("DPAPI_SYSTEM value must contain only hex characters (0-9, a-f, A-F)")
+        return v
+
+
 type DpapiCredentialRequest = (
     PasswordCredential
     | NtlmHashCredential
     | CredKeyCredential
     | DomainBackupKeyCredential
     | DecryptedMasterKeyCredential
+    | DpapiSystemCredential
 )
diff --git a/libs/common/tests/test_sid_validation.py b/libs/common/tests/test_sid_validation.py
deleted file mode 100644
index 26f275d..0000000
--- a/libs/common/tests/test_sid_validation.py
+++ /dev/null
@@ -1,80 +0,0 @@
-"""Pytest tests for Windows SID validation."""
-
-import pytest
-from common.models2.dpapi import PasswordCredential, validate_windows_sid
-from pydantic import ValidationError
-
-
-class TestSidValidation:
-    """Test cases for Windows SID validation."""
-
-    def test_valid_sids(self):
-        """Test valid Windows SID formats."""
-        valid_sids = [
-            "S-1-5-21-1234567890-1234567890-1234567890-1001",  # Domain user
-            "S-1-5-18",  # Local system
-            "S-1-5-32-544",  # Builtin administrators
-            "S-1-5-21-0-0-0-500",  # Domain administrator
-            "S-1-1-0",  # Everyone
-            "S-1-5-4",  # Interactive
-        ]
-
-        for sid in valid_sids:
-            # Test direct validation function
-            validated = validate_windows_sid(sid)
-            assert validated == sid
-
-            # Test in model
-            cred = PasswordCredential(type="password", value="test", user_sid=sid)
-            assert cred.user_sid == sid
-
-    def test_invalid_sids(self):
-        """Test invalid Windows SID formats."""
-        invalid_sids = [
-            "not-a-sid",
-            "S-2-5-21-1234567890-1234567890-1234567890-1001",  # Wrong revision
-            "S-1",  # Too short
-            "S-1-5",  # Missing subauthority
-            "S-1-5-abc",  # Non-numeric subauthority
-            "S-1--5-21-1001",  # Empty component
-            "S-1-5-21--1001",  # Empty component
-            "",  # Empty string
-            "1-5-21-1001",  # Missing S prefix
-            "S-1-5-21-1234567890-1234567890-1234567890-1001-",  # Trailing dash
-            "S-1-5--21-1001",  # Double dash
-        ]
-
-        for sid in invalid_sids:
-            # Test direct validation function
-            with pytest.raises(ValueError, match="Invalid|SID"):
-                validate_windows_sid(sid)
-
-            # Test in model
-            with pytest.raises(ValidationError):
-                PasswordCredential(type="password", value="test", user_sid=sid)
-
-    def test_sid_type_annotation(self):
-        """Test that Sid type annotation works correctly."""
-        # Valid SID should work
-        valid_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
-        cred = PasswordCredential(type="password", value="test", user_sid=valid_sid)
-        assert cred.user_sid == valid_sid
-
-        # Invalid SID should raise ValidationError
-        with pytest.raises(ValidationError) as exc_info:
-            PasswordCredential(type="password", value="test", user_sid="invalid-sid")
-
-        assert "Invalid Windows SID format" in str(exc_info.value)
-
-    def test_sid_revision_validation(self):
-        """Test that only revision 1 is accepted."""
-        with pytest.raises(ValueError, match="SID revision must be 1"):
-            validate_windows_sid("S-2-5-21-1234567890-1234567890-1234567890-1001")
-
-    def test_sid_non_string_input(self):
-        """Test that non-string inputs are rejected."""
-        with pytest.raises(ValueError, match="SID must be a string"):
-            validate_windows_sid(123)
-
-        with pytest.raises(ValueError, match="SID must be a string"):
-            validate_windows_sid(None)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 559aecd..833b1e0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,6 +1,6 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
-from .core import Blob, DomainBackupKey, MasterKey, MasterKeyFile
+from .core import Blob, DomainBackupKey, DpapiSystemSecret, MasterKey, MasterKeyFile
 from .crypto import CredKey, CredKeyHashType, DpapiCrypto, MasterKeyEncryptionKey
 from .exceptions import (
     DpapiBlobDecryptionError,
@@ -20,6 +20,7 @@ __all__ = [
     "DomainBackupKey",
     "DpapiCrypto",
     "DpapiManager",
+    "DpapiSystemSecret",
     "MasterKey",
     "MasterKeyEncryptionKey",
     "MasterKeyFile",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 38bd0aa..46791a9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -8,13 +8,10 @@ from uuid import UUID
 
 from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
-from impacket.dpapi import (
-    DPAPI_DOMAIN_RSA_MASTER_KEY,
-    PRIVATE_KEY_BLOB,
-    PVK_FILE_HDR,
-    privatekeyblob_to_pkcs1,
-)
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR
 from impacket.dpapi import DomainKey as ImpacketDomainKey
+from impacket.dpapi import privatekeyblob_to_pkcs1
+from pydantic import BaseModel, ConfigDict
 
 from .dpapi_blob import DPAPI_BLOB
 
@@ -121,9 +118,7 @@ class Blob:
             data1, data2, data3 = struct.unpack("<IHH", data[:8])
             data4 = data[8:16]  # Keep as bytes (big-endian)
 
-            return UUID(
-                f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}"
-            )
+            return UUID(f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}")
 
         if isinstance(data_or_path, (str, Path)):
             file_path = Path(data_or_path)
@@ -151,9 +146,7 @@ class Blob:
         if dpapi_blob["Version"] != 1:
             raise ValueError(f"Invalid outer version: {dpapi_blob['Version']}")
         if dpapi_blob["MasterKeyVersion"] != 1:
-            raise ValueError(
-                f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}"
-            )
+            raise ValueError(f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}")
 
         # Validate the provider GUID is DF9D8CD0-1501-11D1-8C7A-00C04FC297EB
         if provider_guid != DEFAULT_BLOB_PROVIDER_GUID:
@@ -161,11 +154,7 @@ class Blob:
 
         description = ""
         if dpapi_blob["Description"]:
-            description = (
-                dpapi_blob["Description"]
-                .decode("utf-16le", errors="ignore")
-                .rstrip("\x00")
-            )
+            description = dpapi_blob["Description"].decode("utf-16le", errors="ignore").rstrip("\x00")
 
         return cls(
             outerVersion=dpapi_blob["Version"],
@@ -339,16 +328,12 @@ class DomainBackupKey:
             InvalidBackupKeyError: If domain backup key is invalid or malformed
         """
         if not masterkey_file.domain_backup_key:
-            raise MasterKeyDecryptionError(
-                "Masterkey file contains no domain backup key data"
-            )
+            raise MasterKeyDecryptionError("Masterkey file contains no domain backup key data")
 
         try:
             domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
         except Exception as e:
-            raise MasterKeyDecryptionError(
-                f"Failed to parse domain backup key data: {e}"
-            ) from e
+            raise MasterKeyDecryptionError(f"Failed to parse domain backup key data: {e}") from e
 
         try:
             # Extract the private key from the backup key data
@@ -363,9 +348,7 @@ class DomainBackupKey:
             decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
 
             if not decrypted_key:
-                raise MasterKeyDecryptionError(
-                    "Failed to decrypt masterkey with backup key"
-                )
+                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
 
             domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
             # From the impacket DPAPI_DOMAIN_RSA_MASTER_KEY structure:
@@ -383,9 +366,7 @@ class DomainBackupKey:
                     f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
                 )
 
-            plaintext_key = buffer[
-                key_offset : key_offset + domain_master_key["cbMasterKey"]
-            ]
+            plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
             plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
 
             return MasterKey(
@@ -400,3 +381,79 @@ class DomainBackupKey:
             raise
         except Exception as e:
             raise MasterKeyDecryptionError(f"Failed to decrypt masterkey: {e}") from e
+
+
+class DpapiSystemSecret(BaseModel):
+    """Represents the DPAPI_SYSTEM LSA secret key for decrypting machine-protected masterkeys."""
+
+    model_config = ConfigDict(frozen=True)
+
+    user_key: bytes
+    machine_key: bytes
+
+    @classmethod
+    def from_bytes(cls, dpapi_system_data: bytes | str) -> "DpapiSystemSecret":
+        """Create DpapiSystemKey from DPAPI_SYSTEM LSA secret.
+
+        Args:
+            dpapi_system_data: 40-byte DPAPI_SYSTEM LSA secret (as bytes) or hex string
+
+        Returns:
+            DpapiSystemKey instance
+
+        Raises:
+            ValueError: If dpapi_system_data is not exactly 40 bytes or 80 hex characters
+        """
+        # Convert hex string to bytes if needed
+        if isinstance(dpapi_system_data, str):
+            try:
+                dpapi_system_bytes = bytes.fromhex(dpapi_system_data)
+            except ValueError as e:
+                raise ValueError(f"Invalid hex string: {e}") from e
+        else:
+            dpapi_system_bytes = dpapi_system_data
+
+        if len(dpapi_system_bytes) != 40:
+            raise ValueError(f"DPAPI_SYSTEM must be exactly 40 bytes, got {len(dpapi_system_bytes)}")
+
+        # Split into user (first 20 bytes) and machine (last 20 bytes) components
+        user_key_bytes = dpapi_system_bytes[:20]
+        machine_key_bytes = dpapi_system_bytes[20:]
+
+        return cls(user_key=user_key_bytes, machine_key=machine_key_bytes)
+
+    @classmethod
+    def from_lsa_secret(cls, lsa_secret_bytes: bytes | str) -> "DpapiSystemSecret":
+        """Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret structure.
+
+        Args:
+            lsa_secret_bytes: LSA secret structure containing version and keys (as bytes or hex string)
+
+        Returns:
+            DpapiSystemSecret instance
+
+        Raises:
+            ValueError: If structure is invalid or missing required data
+        """
+        # Convert hex string to bytes if needed
+        if isinstance(lsa_secret_bytes, str):
+            try:
+                lsa_secret_data = bytes.fromhex(lsa_secret_bytes)
+            except ValueError as e:
+                raise ValueError(f"Invalid hex string: {e}") from e
+        else:
+            lsa_secret_data = lsa_secret_bytes
+
+        if len(lsa_secret_data) != 44:  # 4 + 20 + 20 = minimum structure size
+            raise ValueError(f"Incorrect LSA secret size, expected at least 44 bytes, got {len(lsa_secret_data)}")
+
+        try:
+            # Parse structure: Version (4 bytes), MachineKey (20 bytes), UserKey (20 bytes)
+            version, machine_key, user_key = struct.unpack("<L20s20s", lsa_secret_data[:44])
+        except struct.error as e:
+            raise ValueError(f"Failed to parse LSA secret structure: {e}") from e
+
+        if version != 1:
+            raise ValueError(f"Unexpected LSA secret version: {version}, expected 1")
+
+        return cls(user_key=user_key, machine_key=machine_key)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 848dc46..aa97281 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -11,6 +11,7 @@ from pydantic import BaseModel, field_validator
 
 from .core import DPAPICryptoError
 from .dpapi_blob import DPAPI_BLOB
+from .types import Sid
 
 if TYPE_CHECKING:
     from .core import MasterKey
@@ -56,7 +57,7 @@ class NtlmHash(BaseModel):
         return v
 
     @classmethod
-    def from_hexstring(cls, hex_string: str) -> "NtlmHash":
+    def from_hexstring(cls, hex_string: str) -> NtlmHash:
         """Create NtlmHash from hex string."""
         try:
             return cls(value=bytes.fromhex(hex_string))
@@ -79,7 +80,7 @@ class Sha1Hash(BaseModel):
         return v
 
     @classmethod
-    def from_hex(cls, hex_string: str) -> "Sha1Hash":
+    def from_hex(cls, hex_string: str) -> Sha1Hash:
         """Create Sha1Hash from hex string."""
         try:
             return cls(value=bytes.fromhex(hex_string))
@@ -102,7 +103,7 @@ class Pbkdf2Hash(BaseModel):
         return v
 
     @classmethod
-    def from_hex(cls, hex_string: str) -> "Pbkdf2Hash":
+    def from_hex(cls, hex_string: str) -> Pbkdf2Hash:
         """Create Pbkdf2Hash from hex string."""
         try:
             return cls(value=bytes.fromhex(hex_string))
@@ -112,12 +113,8 @@ class Pbkdf2Hash(BaseModel):
 
 def _derive_secure_cred_key(ntlm_hash: bytes, user_sid_bytes: bytes) -> bytes:
     """Compute PBKDF2 hash using two-step derivation process."""
-    derived_key = PBKDF2(
-        ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256
-    )  # type: ignore
-    derived_key = PBKDF2(
-        derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256
-    )  # type: ignore
+    derived_key = PBKDF2(ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256)  # type: ignore
+    derived_key = PBKDF2(derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256)  # type: ignore
     return derived_key
 
 
@@ -149,9 +146,7 @@ class CredKey(BaseModel):
             raise ValueError(f"Cannot infer OWF type from key type: {type(self.key)}")
 
     @classmethod
-    def from_password(
-        cls, password: str, hash_type: CredKeyHashType, user_sid: str | None = None
-    ) -> "CredKey":
+    def from_password(cls, password: str, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
         """Create CredKey from password by calculating the specified hash type.
 
         Derived from SharpDPAPI's CalculateKeys function: https://github.com/GhostPack/SharpDPAPI/blob/master/SharpDPAPI/lib/Dpapi.cs#L1755
@@ -177,9 +172,7 @@ class CredKey(BaseModel):
             raise ValueError(f"Unsupported hash type: {hash_type}")
 
     @classmethod
-    def from_ntlm(
-        cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: str | None = None
-    ) -> "CredKey":
+    def from_ntlm(cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
         """Create CredKey from NTLM hash."""
 
         if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
@@ -196,7 +189,7 @@ class CredKey(BaseModel):
             raise ValueError(f"Cannot derive {hash_type} from NTLM hash")
 
     @classmethod
-    def from_sha1(cls, sha1_hash: bytes) -> "CredKey":
+    def from_sha1(cls, sha1_hash: bytes) -> CredKey:
         """Create CredKey from SHA1 hash."""
         return cls(key=Sha1Hash(value=sha1_hash))
 
@@ -207,7 +200,7 @@ class MasterKeyEncryptionKey(BaseModel):
     key: Sha1Hash
 
     @staticmethod
-    def _derive_mk_key(pwdhash: bytes, user_sid: str, digest: str = "sha1") -> bytes:
+    def _derive_mk_key(pwdhash: bytes, user_sid: Sid, digest: str = "sha1") -> bytes:
         """Internal use. Computes the DPAPI symmetric key from a hash derived from a user's password."""
         # Map digest names to pycryptodome hash modules
         digest_map = {
@@ -224,14 +217,12 @@ class MasterKeyEncryptionKey(BaseModel):
         return HMAC.new(pwdhash, user_sid_bytes, digestmod=digest_map[digest]).digest()
 
     @classmethod
-    def from_cred_key(
-        cls, cred_key: CredKey, user_sid: str
-    ) -> "MasterKeyEncryptionKey":
+    def from_cred_key(cls, cred_key: CredKey, user_sid: Sid) -> MasterKeyEncryptionKey:
         """Generate symmetric key from credential key using derivation algorithm.
 
         Args:
             cred_key: The credential key containing hash
-            user_sid: The user SID for derivation
+            user_sid: The user SID (used in the key derivation)
         """
         if cred_key.owf in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
             if not isinstance(cred_key.key, NtlmHash):
@@ -256,9 +247,7 @@ class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
 
     @staticmethod
-    def decrypt_masterkey_with_mk_key(
-        encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey
-    ) -> "MasterKey":
+    def decrypt_masterkey_with_mk_key(encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey) -> MasterKey:
         """Decrypt a masterkey using a masterkey encryption key.
 
         Args:
@@ -269,14 +258,10 @@ class DpapiCrypto:
             The decrypted MasterKey object
         """
 
-        raise NotImplementedError(
-            "MasterKeyEncryptionKey decryption not implemented yet"
-        )
+        raise NotImplementedError("MasterKeyEncryptionKey decryption not implemented yet")
 
     @staticmethod
-    def decrypt_blob(
-        blob_data: bytes, masterkey: bytes, entropy: bytes | None = None
-    ) -> bytes:
+    def decrypt_blob(blob_data: bytes, masterkey: bytes, entropy: bytes | None = None) -> bytes:
         """Decrypt a DPAPI blob using the provided masterkey SHA1.
 
         Args:
@@ -302,8 +287,6 @@ class DpapiCrypto:
             raise BlobDecryptionError(f"Failed to decrypt DPAPI blob: {e}") from e
 
         if not decrypted_data:
-            raise BlobDecryptionError(
-                "Failed to decrypt DPAPI blob despite having a plaintext masterkey"
-            )
+            raise BlobDecryptionError("Failed to decrypt DPAPI blob despite having a plaintext masterkey")
 
         return decrypted_data
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 6faf1e0..1d9f36f 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -7,9 +7,13 @@ from pathlib import Path
 from uuid import UUID
 
 import pytest
+
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.core import MasterKeyPolicy
-from nemesis_dpapi.crypto import MasterKeyDecryptionError
+from nemesis_dpapi.core import DpapiSystemSecret, MasterKeyDecryptionError, MasterKeyPolicy
+
+DPAPI_SYSTEM_SECRET_HEX = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
+MACHINE_KEY_HEX = "dcfd03644f501805c189e15e9367b01415dea75a"
+USER_KEY_HEX = "4e25d96d26879ded571f5d48a6887455d28f66f5"
 
 
 class TestMasterKeyFile:
@@ -329,3 +333,176 @@ class TestDomainBackupKey:
         # Should raise MasterKeyDecryptionError since no domain backup key in file
         with pytest.raises(MasterKeyDecryptionError, match="contains no domain backup key"):
             backup_key.decrypt_masterkey_file(masterkey_file)
+
+
+class TestDpapiSystemSecret:
+    """Tests for DpapiSystemSecret class."""
+
+    def test_from_bytes_valid_40_bytes(self):
+        """Test creating DpapiSystemSecret from valid 40-byte data."""
+        # Create test data: 20 bytes user key + 20 bytes machine key
+        user_key_data = b"user_key_12345678901"  # 20 bytes
+        machine_key_data = b"mach_key_12345678901"  # 20 bytes
+        dpapi_system_data = user_key_data + machine_key_data
+
+        secret = DpapiSystemSecret.from_bytes(dpapi_system_data)
+
+        assert secret.user_key == user_key_data
+        assert secret.machine_key == machine_key_data
+
+    def test_direct_creation_with_bytes(self):
+        """Test creating DpapiSystemSecret directly with bytes."""
+        # Create test data: 20 bytes user key + 20 bytes machine key
+        user_key_data = b"user_key_12345678901"  # 20 bytes
+        machine_key_data = b"mach_key_12345678901"  # 20 bytes
+
+        # Test by creating instance directly with bytes
+        secret = DpapiSystemSecret(
+            user_key=user_key_data,
+            machine_key=machine_key_data,
+        )
+
+        assert secret.user_key == user_key_data
+        assert secret.machine_key == machine_key_data
+
+    def test_from_bytes_invalid_length_short(self):
+        """Test from_bytes with data too short raises ValueError."""
+        short_data = b"too_short"  # Only 9 bytes
+
+        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 9"):
+            DpapiSystemSecret.from_bytes(short_data)
+
+    def test_from_bytes_invalid_length_long(self):
+        """Test from_bytes with data too long raises ValueError."""
+        long_data = b"a" * 50  # 50 bytes
+
+        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 50"):
+            DpapiSystemSecret.from_bytes(long_data)
+
+    def test_from_lsa_secret_valid_structure(self):
+        """Test creating DpapiSystemSecret from valid LSA secret structure."""
+
+        secret = DpapiSystemSecret.from_lsa_secret(DPAPI_SYSTEM_SECRET_HEX)
+
+        assert secret.user_key == bytes.fromhex(USER_KEY_HEX)
+        assert secret.machine_key == bytes.fromhex(MACHINE_KEY_HEX)
+
+    def test_from_lsa_secret_and_direct_creation(self):
+        """Test creating DpapiSystemSecret from LSA secret and direct instantiation."""
+        import struct
+
+        # Create valid LSA secret structure
+        version = 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # First parse with bytes to get the expected values
+        secret_from_bytes = DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
+
+        # Test by creating instance directly with bytes
+        secret_from_hex = DpapiSystemSecret(
+            user_key=user_key,
+            machine_key=machine_key,
+        )
+
+        assert secret_from_hex.user_key == user_key
+        assert secret_from_hex.machine_key == machine_key
+        assert secret_from_hex.user_key == secret_from_bytes.user_key
+        assert secret_from_hex.machine_key == secret_from_bytes.machine_key
+
+    def test_from_lsa_secret_too_small(self):
+        """Test from_lsa_secret with data too small raises ValueError."""
+        small_data = b"too_small"  # Only 9 bytes
+
+        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 9"):
+            DpapiSystemSecret.from_lsa_secret(small_data)
+
+    def test_from_lsa_secret_invalid_version(self):
+        """Test from_lsa_secret with invalid version raises ValueError."""
+        import struct
+
+        # Create LSA secret with invalid version
+        version = 0  # Should be 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        with pytest.raises(ValueError, match="Unexpected LSA secret version: 0, expected 1"):
+            DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
+
+    def test_from_lsa_secret_zero_machine_key_accepted(self):
+        """Test from_lsa_secret with zero-filled machine key is accepted."""
+        import struct
+
+        # Create LSA secret with zero-filled machine key
+        version = 1
+        machine_key = b"\x00" * 20  # All zeros - still valid bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # Zero-filled keys are valid - they're still 20 bytes
+        secret = DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_zero_user_key_accepted(self):
+        """Test from_lsa_secret with zero-filled user key is accepted."""
+        import struct
+
+        # Create LSA secret with zero-filled user key
+        version = 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"\x00" * 20  # All zeros - still valid bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # Zero-filled keys are valid - they're still 20 bytes
+        secret = DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_malformed_struct(self):
+        """Test from_lsa_secret with malformed structure raises ValueError."""
+        malformed_data = b"malformed_struct_data_not_enough_bytes"
+
+        with pytest.raises(ValueError, match="Incorrect LSA secret size"):
+            DpapiSystemSecret.from_lsa_secret(malformed_data)
+
+    def test_from_lsa_secret_exact_size(self):
+        """Test from_lsa_secret with exactly 44 bytes works correctly."""
+        import struct
+
+        # Create exactly 44 byte LSA secret structure
+        version = 1
+        machine_key = b"1234567890abcdefghij"  # 20 bytes
+        user_key = b"ABCDEFGHIJ0987654321"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+        assert len(lsa_secret_data) == 44
+
+        secret = DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_extra_data_rejected(self):
+        """Test from_lsa_secret rejects data with extra bytes beyond the structure."""
+        import struct
+
+        # Create LSA secret structure with extra data
+        version = 0
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+        lsa_secret_data += b"extra_data_that_should_be_ignored"
+
+        # Should raise ValueError because length is not exactly 44 bytes
+        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 77"):
+            DpapiSystemSecret.from_lsa_secret(lsa_secret_data)
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index 748a7f3..784f7cb 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -35,6 +35,7 @@ masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
 masterkey_entry = "{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778"
 masterkey_entries = """
 {ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778
+{12345678-1234-1234-1234-123456789012}:ABCDEF1234567890ABCDEF1234567890ABCDEF12
 """.strip()
 
 
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 10d9665..4394146 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -12,14 +12,13 @@ from common.models2.dpapi import (
     DecryptedMasterKeyCredential,
     DomainBackupKeyCredential,
     DpapiCredentialRequest,
+    DpapiSystemCredential,
     NtlmHashCredential,
     PasswordCredential,
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
 from nemesis_dpapi import (
-    CredKey,
-    CredKeyHashType,
     DomainBackupKey,
     DpapiCrypto,
     DpapiManager,
@@ -27,6 +26,8 @@ from nemesis_dpapi import (
     MasterKeyFilter,
 )
 
+from .masterkey_decryptor import MasterKeyDecryptor
+
 logger = get_logger(__name__)
 
 
@@ -82,8 +83,11 @@ async def submit_dpapi_credential(
                 result = await _handle_domain_backup_key_credential(dpapi_manager, request)
             elif isinstance(request, DecryptedMasterKeyCredential):
                 result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
+            elif isinstance(request, DpapiSystemCredential):
+                result = await _handle_dpapi_system_credential(dpapi_manager, request)
             elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
-                result = await _handle_string_based_credential(dpapi_manager, request)
+                decryptor = MasterKeyDecryptor(dpapi_manager)
+                result = await decryptor.handle_password_based_credential(request)
             else:
                 raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
@@ -167,43 +171,34 @@ async def _handle_decrypted_master_key_credential(
     }
 
 
-async def _handle_string_based_credential(
-    dpapi_manager: DpapiManager, request: PasswordCredential | NtlmHashCredential | CredKeyCredential
-) -> dict:
-    """Handle password, NTLM hash, and cred key credential submissions."""
+async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request: DpapiSystemCredential) -> dict:
+    """Handle DPAPI_SYSTEM LSA secret credential submission."""
+    from nemesis_dpapi import DpapiSystemKey
 
-    if isinstance(request, PasswordCredential):
-        creds_to_try = [
-            CredKey.from_password(request.value, CredKeyHashType.PBKDF2, request.user_sid),
-            CredKey.from_password(request.value, CredKeyHashType.SHA1),
-            CredKey.from_password(request.value, CredKeyHashType.NTLM),
-        ]
-    elif isinstance(request, NtlmHashCredential):
-        hash_bytes = bytes.fromhex(request.value)
-        creds_to_try = [
-            CredKey.from_ntlm(hash_bytes, CredKeyHashType.PBKDF2, request.user_sid),
-            CredKey.from_ntlm(hash_bytes, CredKeyHashType.NTLM),
-        ]
-    elif isinstance(request, CredKeyCredential):
-        hash_bytes = bytes.fromhex(request.value)
-        creds_to_try = [
-            CredKey.from_sha1(hash_bytes),
-        ]
-    else:
-        raise ValueError(f"Unsupported credential type: {request.type}")
+    # Convert hex string to bytes
+    dpapi_system_bytes = bytes.fromhex(request.value)
 
+    # Create DpapiSystemKey from the DPAPI_SYSTEM LSA secret
+    dpapi_system_key = DpapiSystemKey.from_bytes(dpapi_system_bytes)
+
+    # Get all encrypted masterkeys that can be decrypted with machine credentials
     encrypted_masterkeys = await dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
+    decrypted_count = 0
     for masterkey in encrypted_masterkeys:
         if not masterkey.encrypted_key_usercred:
             continue
 
-        masterkey_bytes = masterkey.encrypted_key_usercred
-
-        for cred in creds_to_try:
-            mk_key = MasterKeyEncryptionKey.from_cred_key(cred, request.user_sid)
-
-            mk = DpapiCrypto.decrypt_masterkey_with_mk_key(masterkey_bytes, mk_key)
+        try:
+            # Try to decrypt the masterkey using the DPAPI_SYSTEM key
+            mk_key = MasterKeyEncryptionKey.from_dpapi_system_key(dpapi_system_key)
+            mk = DpapiCrypto.decrypt_masterkey_with_mk_key(masterkey.encrypted_key_machine, mk_key)
             await dpapi_manager._masterkey_repo.add_masterkey(mk)
+            decrypted_count += 1
+        except Exception as e:
+            logger.debug(f"Failed to decrypt masterkey {masterkey.guid} with DPAPI_SYSTEM key: {e}")
+            continue
+
+    return {"status": "success", "type": "dpapi_system", "decrypted_masterkeys": decrypted_count}
+
 
-    return {"status": "success", "type": request.type}
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 25ec238..a2944b2 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -45,6 +45,12 @@ const DpapiSubmitCredential = () => {
       placeholder: 'Enter master key data (one per line)\n{guid}:{sha1}\n{guid}:{sha1}',
       apiType: 'dec_master_key',
       structuredValue: true
+    },
+    {
+      value: 'dpapi_system',
+      label: 'DPAPI_SYSTEM LSA Secret',
+      placeholder: 'ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890',
+      apiType: 'dpapi_system'
     }
   ];
 
@@ -146,7 +152,7 @@ const DpapiSubmitCredential = () => {
           const filteredData = Object.entries(responseData)
             .filter(([, value]) => value !== null && value !== undefined && value !== '')
             .reduce((acc, [key, value]) => ({ ...acc, [key]: value }), {});
-          
+
           if (Object.keys(filteredData).length > 0) {
             details = filteredData;
           }
diff --git a/total_docker_reset.sh b/total_docker_reset.sh
deleted file mode 100755
index 285ef69..0000000
--- a/total_docker_reset.sh
+++ /dev/null
@@ -1,23 +0,0 @@
-#!/bin/bash
-
-# Stop all containers
-docker stop $(docker ps -aq)
-
-# Remove all containers
-docker rm $(docker ps -aq)
-
-# Remove all images
-docker rmi $(docker images -q) -f
-
-# Remove all volumes
-docker volume rm $(docker volume ls -q)
-
-# Remove all networks (except default ones)
-docker network rm $(docker network ls -q -f type=custom)
-
-# Clean up build cache (this was missing!)
-docker builder prune -a -f
-docker buildx prune -a -f
-
-# Final cleanup of any dangling resources
-docker system prune -a --volumes -f

From c8e744612681d0774bb5f93ff036cbadf863b7a1 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 00:41:01 -0700
Subject: [PATCH 045/279] fixup auto decrypt, make models frozen

---
 libs/nemesis_dpapi/examples/example.py        |  44 +++----
 .../examples/masterkey_auto_decrypt.py        |   8 --
 .../nemesis_dpapi/auto_decrypt.py             | 102 +++++++--------
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 119 +++++++++---------
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  18 +--
 .../nemesis_dpapi/nemesis_dpapi/exceptions.py |  18 +++
 libs/nemesis_dpapi/tests/test_core.py         |  13 +-
 .../routes/masterkey_decryptor.py             |   4 +-
 8 files changed, 161 insertions(+), 165 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 0ccff6c..38bf49e 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -36,6 +36,22 @@ class MyDpapiEventMonitor(DpapiObserver):
 async def main() -> None:
     """Demonstrate DPAPI library usage with eventing system."""
 
+    # Real/valid DPAPI test data
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+    backup_key_path = fixtures_path / "backupkey.json"
+    masterkey_file_path = fixtures_path / "masterkey_domain.bin"
+    blob_path = fixtures_path / "blob_without_entropy.bin"
+
+    # Load and add real masterkey
+    with open(backup_key_path) as f:
+        backup_key_data = json.load(f)
+
+    masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+    backup_key_bytes = base64.b64decode(backup_key_data["key"])
+    fake_backup_key_bytes = backup_key_bytes[0:499] + b"\x00" + backup_key_bytes[500:]
+
+    print("\n=== Adding Real DPAPI Data ===")
+
     print("=== DPAPI Library Usage with Events ===")
     async with DpapiManager(storage_backend="memory") as dpapi:
         # Register custom observer
@@ -46,15 +62,15 @@ async def main() -> None:
         domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
         await dpapi.add_encrypted_masterkey(
             guid=domain_mk_guid,
-            encrypted_key_usercred=b"fake_encrypted_usercred_data",
-            encrypted_key_backup=b"fake_encrypted_backup_data",
+            encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
+            encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
         )
 
         cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
         await dpapi.add_encrypted_masterkey(
             guid=cred_mk_guid1,
-            encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_1",
-            encrypted_key_backup=b"fake_encrypted_backup_data_1",
+            encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
+            encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
         )
 
         cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
@@ -69,7 +85,7 @@ async def main() -> None:
         # Add domain backup key (fake one first)
         backup_key = DomainBackupKey(
             guid=UUID("aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"),
-            key_data=b"fake_backup_key_data_32_bytes_long",
+            key_data=fake_backup_key_bytes,
         )
         await dpapi.add_domain_backup_key(backup_key)
 
@@ -78,20 +94,6 @@ async def main() -> None:
         decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
 
-        # Try with real DPAPI data if available
-        fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-        backup_key_path = fixtures_path / "backupkey.json"
-        masterkey_path = fixtures_path / "masterkey_domain.bin"
-        blob_path = fixtures_path / "blob_without_entropy.bin"
-
-        print("\n=== Adding Real DPAPI Data ===")
-
-        # Load and add real masterkey
-        with open(backup_key_path) as f:
-            backup_key_data = json.load(f)
-
-        masterkey_file = MasterKeyFile.parse(masterkey_path)
-
         if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
             raise ValueError("Invalid masterkey file")
 
@@ -110,7 +112,7 @@ async def main() -> None:
         await dpapi.add_domain_backup_key(real_backup_key)
 
         # Give auto-decryption time to work
-        await asyncio.sleep(0.1)
+        await asyncio.sleep(1)
 
         # Check final results
         all_keys_final = await dpapi.get_all_masterkeys()
@@ -121,7 +123,7 @@ async def main() -> None:
 
         # Print the decrypted masterkeys  in the form of {GUID}:SHA1
         for key in decrypted_keys_final:
-            print(f"{key.guid}:{key.plaintext_key_sha1.hex()}")
+            print(f"{key.guid}:{key.plaintext_key_sha1.hex()}")  # type: ignore
 
         # Demonstrate blob decryption with the blob_without_entropy.bin fixture
         print("\n=== Decrypting DPAPI Blob ===")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 8e58e2f..9f92156 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -42,14 +42,6 @@ async def main():
                 encrypted_key_backup=mk_domain.domain_backup_key,
             )
 
-        # Local masterkey (387a062d-f8b6-4661-b2c5-eecbb9f80afb)
-        if mk_local.master_key and mk_local.backup_key:
-            await dpapi.add_encrypted_masterkey(
-                guid=mk_local.masterkey_guid,
-                encrypted_key_usercred=mk_local.master_key,
-                encrypted_key_backup=mk_local.backup_key,
-            )
-
         # Check initial state
         all_keys = await dpapi.get_all_masterkeys()
         decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index e2f416b..03d525b 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -1,16 +1,22 @@
 """Auto-decryption observer for DPAPI manager."""
 
 import asyncio
+from logging import getLogger
 from typing import TYPE_CHECKING
 from uuid import UUID
 
-from .core import MasterKeyFile, MasterKeyPolicy
+from nemesis_dpapi.exceptions import MasterKeyDecryptionError
+
+from .core import MasterKey, MasterKeyFile, MasterKeyPolicy
 from .eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
 
 if TYPE_CHECKING:
     from .manager import DpapiManager
 
 
+logger = getLogger(__name__)
+
+
 class AutoDecryptionObserver(DpapiObserver):
     """Automatically decrypts encrypted masterkeys with domain backup keys.
 
@@ -44,59 +50,56 @@ class AutoDecryptionObserver(DpapiObserver):
     async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
         """Attempt to decrypt all masterkeys using the new backup key."""
         try:
-            # Get all masterkeys
             masterkeys = await self.dpapi_manager.get_all_masterkeys()
             encrypted_count = len([mk for mk in masterkeys if not mk.is_decrypted])
 
             if encrypted_count == 0:
-                return  # All masterkeys already decrypted
+                return
 
             # Get all backup keys (including the new one)
             backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
             new_backup_key = next((bk for bk in backup_keys if bk.guid == backup_key_guid), None)
 
             if not new_backup_key:
-                return  # Could not find backup key
+                return
 
             # Try to decrypt each encrypted masterkey with the new backup key
             for masterkey in masterkeys:
                 if masterkey.is_decrypted:
                     continue
 
-                try:
-                    # Check if encrypted_key_backup exists before attempting decryption
-                    if masterkey.encrypted_key_backup is None:
-                        continue
-
-                    # Create a MasterKeyFile object for the domain backup key decrypt method
-                    masterkey_file = MasterKeyFile(
-                        version=0,
-                        modified=False,
-                        file_path=None,
-                        masterkey_guid=masterkey.guid,
-                        policy=MasterKeyPolicy.NONE,
-                        domain_backup_key=masterkey.encrypted_key_backup,
-                    )
-
-                    # Attempt decryption using the backup key
-                    result = new_backup_key.decrypt_masterkey_file(masterkey_file)
-
-                    if result:
-                        # Update the masterkey with decrypted data from the result MasterKey
-                        masterkey.plaintext_key = result.plaintext_key
-                        masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
-                        masterkey.backup_key_guid = result.backup_key_guid
-                        await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
-
-                except Exception:
-                    # Continue with other masterkeys if one fails
-                    # For debugging - you can uncomment this line to see errors
-                    # print(f"Auto-decrypt error: {e}")
+                if masterkey.encrypted_key_backup is None:
+                    # No backup key data to use
                     continue
 
-        except Exception:
-            # Silently handle any errors during auto-decryption
-            pass
+                masterkey_file = MasterKeyFile(
+                    version=0,
+                    modified=False,
+                    file_path=None,
+                    masterkey_guid=masterkey.guid,
+                    policy=MasterKeyPolicy.NONE,
+                    domain_backup_key=masterkey.encrypted_key_backup,
+                )
+
+                try:
+                    result = new_backup_key.decrypt_masterkey_file(masterkey_file)
+                except MasterKeyDecryptionError:
+                    continue
+
+                if result:
+                    new_mk = MasterKey(
+                        guid=masterkey.guid,
+                        encrypted_key_usercred=masterkey.encrypted_key_usercred,
+                        encrypted_key_backup=masterkey.encrypted_key_backup,
+                        plaintext_key=result.plaintext_key,
+                        plaintext_key_sha1=result.plaintext_key_sha1,
+                        backup_key_guid=result.backup_key_guid,
+                    )
+
+                    await self.dpapi_manager._masterkey_repo.update_masterkey(new_mk)
+
+        except Exception as e:
+            logger.error(f"Auto-decrypt error: {e}")
 
     async def _attempt_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
@@ -110,12 +113,11 @@ class AutoDecryptionObserver(DpapiObserver):
 
         backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
         if not backup_keys:
-            return  # No backup keys available
+            return
 
         # Try to decrypt the masterkey with each backup key
         for backup_key in backup_keys:
             try:
-                # Create a MasterKeyFile object for the domain backup key decrypt method
                 masterkey_file = MasterKeyFile(
                     version=0,
                     modified=False,
@@ -125,17 +127,19 @@ class AutoDecryptionObserver(DpapiObserver):
                     domain_backup_key=masterkey.encrypted_key_backup,
                 )
 
-                # Attempt decryption using the backup key
                 result = backup_key.decrypt_masterkey_file(masterkey_file)
-
-                if result:
-                    # Update the masterkey with decrypted data from the result MasterKey
-                    masterkey.plaintext_key = result.plaintext_key
-                    masterkey.plaintext_key_sha1 = result.plaintext_key_sha1
-                    masterkey.backup_key_guid = result.backup_key_guid
-                    await self.dpapi_manager._masterkey_repo.update_masterkey(masterkey)
-                    return  # Successfully decrypted, stop trying other keys
-
             except Exception:
-                # Continue with other backup keys if one fails
+                logger.debug(f"Failed to decrypt masterkey {masterkey.guid} with backup key {backup_key.guid}")
                 continue
+
+            if result:
+                new_mk = MasterKey(
+                    guid=masterkey.guid,
+                    encrypted_key_usercred=masterkey.encrypted_key_usercred,
+                    encrypted_key_backup=masterkey.encrypted_key_backup,
+                    plaintext_key=result.plaintext_key,
+                    plaintext_key_sha1=result.plaintext_key_sha1,
+                    backup_key_guid=result.backup_key_guid,
+                )
+                await self.dpapi_manager._masterkey_repo.update_masterkey(new_mk)
+                return
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 3791cc4..eac940c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -1,7 +1,7 @@
-"""Core data models for DPAPI library."""
+"""Core data types used in the DPAPI library"""
 
+import json
 import struct
-from dataclasses import dataclass
 from enum import IntFlag
 from pathlib import Path
 from uuid import UUID
@@ -10,29 +10,33 @@ from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
 from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
 from impacket.dpapi import DomainKey as ImpacketDomainKey
-from pydantic import BaseModel, ConfigDict
+from pydantic import BaseModel as PydanticBaseModel
+from pydantic import ConfigDict
 
 from .dpapi_blob import DPAPI_BLOB
+from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
 
-class DpapiCryptoError(Exception):
-    """Base exception for DPAPI cryptographic operations."""
+class BaseModel(PydanticBaseModel):
+    model_config = ConfigDict(
+        frozen=True,
+        extra="forbid",
+    )
 
-    pass
+    def to_json(self, **kwargs) -> str:
+        """Serialize model to JSON string."""
+        return self.model_dump_json(**kwargs)
 
-
-class InvalidBackupKeyError(DpapiCryptoError):
-    """Raised when domain backup key is invalid or malformed."""
-
-    pass
-
-
-class MasterKeyDecryptionError(DpapiCryptoError):
-    """Raised when masterkey decryption fails."""
-
-    pass
+    @classmethod
+    def from_json(cls, data: str, **kwargs):
+        """
+        Deserialize a JSON string into a model instance.
+        kwargs are passed to `json.loads`.
+        """
+        parsed = json.loads(data, **kwargs)
+        return cls.model_validate(parsed)
 
 
 class MasterKeyPolicy(IntFlag):
@@ -44,8 +48,7 @@ class MasterKeyPolicy(IntFlag):
     DPAPI_OWF = 0x4  # Use the DPAPI One way function of the password (SHA_1(pw))
 
 
-@dataclass
-class MasterKey:
+class MasterKey(BaseModel):
     """Represents a DPAPI masterkey.
 
     Attributes:
@@ -57,6 +60,8 @@ class MasterKey:
         plaintext_key_sha1: SHA1 hash of the plaintext masterkey. AKA the Master Key (MK) Encryption Key.
     """
 
+    model_config = {"frozen": True}
+
     guid: UUID
     encrypted_key_usercred: bytes | None = None
     encrypted_key_backup: bytes | None = None
@@ -70,13 +75,14 @@ class MasterKey:
         return self.plaintext_key is not None
 
 
-@dataclass
-class Blob:
+class Blob(BaseModel):
     """Represents a DPAPI encrypted blob.
 
     Structure representation comes from parsing in SPCryptProtect and SPCryptUnprotect in crypt32p.cpp.
     """
 
+    model_config = {"frozen": True}
+
     outerVersion: int
     provider_guid: UUID
 
@@ -178,14 +184,15 @@ class Blob:
         )
 
 
-@dataclass
-class MasterKeyFile:
+class MasterKeyFile(BaseModel):
     """Represents a DPAPI masterkey file structure.
 
     Based on the Windows MASTERKEY_STORED structure, this class can parse
     masterkey files from disk and extract the various key components.
     """
 
+    model_config = {"frozen": True}
+
     version: int
     modified: bool
     file_path: None
@@ -305,10 +312,11 @@ class MasterKeyFile:
         )
 
 
-@dataclass
-class DomainBackupKey:
+class DomainBackupKey(BaseModel):
     """Represents a domain backup key for decrypting masterkeys."""
 
+    model_config = {"frozen": True}
+
     guid: UUID
     key_data: bytes
     domain_controller: str | None = None
@@ -327,12 +335,12 @@ class DomainBackupKey:
             InvalidBackupKeyError: If domain backup key is invalid or malformed
         """
         if not masterkey_file.domain_backup_key:
-            raise MasterKeyDecryptionError("Masterkey file contains no domain backup key data")
+            raise ValueError("Masterkey file contains no domain backup key data")
 
         try:
             domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
         except Exception as e:
-            raise MasterKeyDecryptionError(f"Failed to parse domain backup key data: {e}") from e
+            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
 
         try:
             # Extract the private key from the backup key data
@@ -342,44 +350,35 @@ class DomainBackupKey:
         except Exception as e:
             raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
 
-        try:
-            # Decrypt the masterkey (reverse byte order as per Impacket implementation)
-            decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
+        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
+        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
 
-            if not decrypted_key:
-                raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+        if not decrypted_key:
+            raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
 
-            domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
-            # From the impacket DPAPI_DOMAIN_RSA_MASTER_KEY structure:
-            # The cbMasterKey field indicates the length of the actual masterkey
-            # The buffer field contains the DPAPI_DOMAIN_RSA_MASTER_KEY header followed by the actual masterkey data
-            # The actual masterkey data starts at offset 8 after the structure header
-            buffer = domain_master_key["buffer"]
+        domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
+        buffer = domain_master_key["buffer"]
 
-            if len(decrypted_key) == 128:
-                key_offset = 8  # Offset to skip the DPAPI_DOMAIN_RSA_MASTER_KEY structure header within the buffer
-            elif len(decrypted_key) == 104:
-                key_offset = 0
-            else:
-                raise MasterKeyDecryptionError(
-                    f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
-                )
-
-            plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
-            plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
-
-            return MasterKey(
-                guid=masterkey_file.masterkey_guid,
-                encrypted_key_backup=masterkey_file.domain_backup_key,
-                plaintext_key=plaintext_key,
-                plaintext_key_sha1=plaintext_key_sha1,
-                backup_key_guid=self.guid,
+        # If it's a version 3 masterkey, skip the first 8 bytes (structure is different)
+        if len(decrypted_key) == 128:
+            key_offset = 8
+        elif len(decrypted_key) == 104:
+            key_offset = 0
+        else:
+            raise MasterKeyDecryptionError(
+                f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
             )
 
-        except (InvalidBackupKeyError, MasterKeyDecryptionError):
-            raise
-        except Exception as e:
-            raise MasterKeyDecryptionError(f"Failed to decrypt masterkey: {e}") from e
+        plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
+        plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
+
+        return MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_backup=masterkey_file.domain_backup_key,
+            plaintext_key=plaintext_key,
+            plaintext_key_sha1=plaintext_key_sha1,
+            backup_key_guid=self.guid,
+        )
 
 
 class DpapiSystemCredential(BaseModel):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index d5a5b28..21e0770 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -9,12 +9,12 @@ from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
 from pydantic import BaseModel, field_validator
 
-from .core import DpapiCryptoError
 from .dpapi_blob import DPAPI_BLOB
+from .exceptions import DpapiCryptoError
 from .types import Sid
 
 if TYPE_CHECKING:
-    from .core import MasterKey
+    pass
 
 
 class InvalidBlobDataError(DpapiCryptoError):
@@ -246,20 +246,6 @@ class MasterKeyEncryptionKey(BaseModel):
 class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
 
-    @staticmethod
-    def decrypt_masterkey_with_mk_key(encrypted_masterkey: bytes, mk_key: MasterKeyEncryptionKey) -> MasterKey:
-        """Decrypt a masterkey using a masterkey encryption key.
-
-        Args:
-            encrypted_masterkey: The encrypted masterkey data
-            mk_key: The masterkey encryption key used to encrypt/decrypt the masterkey
-
-        Returns:
-            The decrypted MasterKey object
-        """
-
-        raise NotImplementedError("MasterKeyEncryptionKey decryption not implemented yet")
-
     @staticmethod
     def decrypt_blob(blob_data: bytes, masterkey: bytes, entropy: bytes | None = None) -> bytes:
         """Decrypt a DPAPI blob using the provided masterkey SHA1.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
index e0f6911..9b349db 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
@@ -37,3 +37,21 @@ class StorageError(DpapiError):
     """Raised when storage backend operations fail."""
 
     pass
+
+
+class DpapiCryptoError(Exception):
+    """Base exception for DPAPI cryptographic operations."""
+
+    pass
+
+
+class InvalidBackupKeyError(DpapiCryptoError):
+    """Raised when domain backup key is invalid or malformed."""
+
+    pass
+
+
+class MasterKeyDecryptionError(DpapiCryptoError):
+    """Raised when masterkey decryption fails."""
+
+    pass
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 07cb55a..8936e6f 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -1,6 +1,5 @@
 """Tests for DPAPI core models."""
 
-import asyncio
 import base64
 import json
 from pathlib import Path
@@ -8,7 +7,7 @@ from uuid import UUID
 
 import pytest
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.core import DpapiSystemCredential, MasterKeyDecryptionError, MasterKeyPolicy
+from nemesis_dpapi.core import DpapiSystemCredential, MasterKeyPolicy
 
 DPAPI_SYSTEM_SECRET_HEX = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
 MACHINE_KEY_HEX = "dcfd03644f501805c189e15e9367b01415dea75a"
@@ -306,16 +305,12 @@ class TestDomainBackupKey:
 
         manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
         await manager.add_domain_backup_key(backup_key)
-        await manager.add_encrypted_masterkey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,
-            encrypted_key_backup=masterkey_file.domain_backup_key,
+        await manager.add_decrypted_masterkey(
+            decrypted_masterkey.guid, decrypted_masterkey.plaintext_key, decrypted_masterkey.plaintext_key_sha1
         )
 
         assert blob.masterkey_guid == masterkey_file.masterkey_guid
 
-        await asyncio.sleep(0.5)  # Give auto-decryption a moment to complete
-
         decrypted = await manager.decrypt_blob(blob)
         assert decrypted == b"This is a test."  # Adjusted expected value
 
@@ -330,7 +325,7 @@ class TestDomainBackupKey:
         masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
 
         # Should raise MasterKeyDecryptionError since no domain backup key in file
-        with pytest.raises(MasterKeyDecryptionError, match="contains no domain backup key"):
+        with pytest.raises(ValueError, match="contains no domain backup key"):
             backup_key.decrypt_masterkey_file(masterkey_file)
 
 
diff --git a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
index 94e502e..c3cc28e 100644
--- a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
+++ b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
@@ -20,7 +20,7 @@ class MasterKeyDecryptor:
     ) -> dict:
         """Handle password, NTLM hash, and cred key credential submissions."""
 
-        mk_keys_to_try = self._generate_masterkey_encryption_keys(request)
+        mk_keys_to_try = self._generate_mk_encryption_keys(request)
 
         task = asyncio.create_task(self._decrypt_masterkeys_background(mk_keys_to_try, request.type))
         self._background_tasks.add(task)
@@ -60,7 +60,7 @@ class MasterKeyDecryptor:
         except Exception as e:
             logger.error(f"Error in background decryption task: {e}")
 
-    def _generate_masterkey_encryption_keys(
+    def _generate_mk_encryption_keys(
         self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
     ) -> list[MasterKeyEncryptionKey]:
         """Generate MasterKeyEncryptionKey objects based on the credential type."""

From 3e03c81c6e4ca20b0ea5ca6c8e2e42d2a5d4396f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 10:45:35 -0700
Subject: [PATCH 046/279] masterkey decryption tests

---
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  34 ++++++
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  12 +-
 .../tests/fixtures/masterkey_system.bin       | Bin 0 -> 468 bytes
 .../tests/fixtures/masterkey_systemuser.bin   | Bin 0 -> 468 bytes
 libs/nemesis_dpapi/tests/test_core.py         | 115 ++++++++++++++++--
 5 files changed, 152 insertions(+), 9 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/masterkey_system.bin
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/masterkey_systemuser.bin

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index eac940c..3aeca92 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -10,9 +10,11 @@ from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
 from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
 from impacket.dpapi import DomainKey as ImpacketDomainKey
+from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict
 
+from .crypto import MasterKeyEncryptionKey
 from .dpapi_blob import DPAPI_BLOB
 from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
 
@@ -74,6 +76,38 @@ class MasterKey(BaseModel):
         """Check if masterkey has been decrypted."""
         return self.plaintext_key is not None
 
+    def decrypt(self, master_key_encryption_key: MasterKeyEncryptionKey) -> "MasterKey":
+        """Decrypt the master key using the provided master key encryption key.
+
+        Args:
+            master_key_encryption_key: The 20-byte SHA1 hash used to decrypt the master key
+
+        Returns:
+            A new MasterKey instance with decrypted plaintext_key and plaintext_key_sha1
+
+        Raises:
+            ValueError: If encrypted_key_usercred is None or decryption fails
+            MasterKeyDecryptionError: If master key decryption fails
+        """
+        if self.encrypted_key_usercred is None:
+            raise ValueError("No encrypted user credential key available for decryption")
+
+        mk = ImpacketMasterKey(self.encrypted_key_usercred)
+        plaintext_mk = mk.decrypt(master_key_encryption_key.key.value)
+
+        if not plaintext_mk:
+            raise MasterKeyDecryptionError("Decryption failed")
+
+        plaintext_key_sha1 = SHA1.new(plaintext_mk).digest()
+
+        # Return a new MasterKey instance with decrypted data
+        return self.model_copy(
+            update={
+                "plaintext_key": plaintext_mk,
+                "plaintext_key_sha1": plaintext_key_sha1,
+            }
+        )
+
 
 class Blob(BaseModel):
     """Represents a DPAPI encrypted blob.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 21e0770..308ae27 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -11,10 +11,9 @@ from pydantic import BaseModel, field_validator
 
 from .dpapi_blob import DPAPI_BLOB
 from .exceptions import DpapiCryptoError
-from .types import Sid
 
 if TYPE_CHECKING:
-    pass
+    from .types import Sid
 
 
 class InvalidBlobDataError(DpapiCryptoError):
@@ -242,6 +241,15 @@ class MasterKeyEncryptionKey(BaseModel):
 
         return cls(key=Sha1Hash(value=key))
 
+    @classmethod
+    def from_dpapi_system_cred(cls, dpapi_system_key: bytes) -> MasterKeyEncryptionKey:
+        """Generate symmetric key from DPAPI_SYSTEM credential.
+
+        Args:
+            dpapi_system_key: The DPAPI_SYSTEM key bytes
+        """
+        return cls(key=Sha1Hash(value=dpapi_system_key))
+
 
 class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
diff --git a/libs/nemesis_dpapi/tests/fixtures/masterkey_system.bin b/libs/nemesis_dpapi/tests/fixtures/masterkey_system.bin
new file mode 100644
index 0000000000000000000000000000000000000000..174b4ade94691418054d2e6d8575be5293d43d64
GIT binary patch
literal 468
zcmZQ#K!6m66b2&(Glnz<3kE}mL<U_36NXfvm?fBH2^3EOvMd;qfa0cLF(U?Zpblf8
zxCKysDuV$Kn!ycZ1F|+ic@v<t2wWDzU;<Kmwfwr|(+(b*J6-Fts>upQ2YChtz6J&c
zfiwn&Wq)r!_tWky{nwep9{n!y=(@*(+NP@y&!2WfX||2kzezt2-WGCtd%ER+;vSoV
zpP|ofXKp*Vc8^T2YM0jE(5t~mTHmcJ6%EyS-VpV@W#<9Cn!|T$*M$A*UphbW_4Y4o
znJd;l`t~I3cAEC0T^25KAv)|*S_!MfXPB<!+xRhm5o-lUv84H?Bd-l^Ys<W2`u`zF
z6Xafz!)yQay1c8{u`Fo+j28|sklh<mHg&N<-A<jyOJkq*Z+e&a&bBpiuf)E^zAhJ}
zZFlv)VlX><^+wYXp>vv6Ho;>5vg_*f*3})9@paq1E!Eq;^LUlTA72x`1^dd4EuvJ*
ue@9!L{iMI^kL1p8(?9<T*cC4&Yr=k1hU=l%iqBKN3hBO|$P5Wa6cPY7xuS3Y

literal 0
HcmV?d00001

diff --git a/libs/nemesis_dpapi/tests/fixtures/masterkey_systemuser.bin b/libs/nemesis_dpapi/tests/fixtures/masterkey_systemuser.bin
new file mode 100644
index 0000000000000000000000000000000000000000..6b03fefebc46a53c2d862c60bac195a329a42e8f
GIT binary patch
literal 468
zcmZQ#K!7xcBnCquv}7<~NCwinKy1Wd%#Z?PnJ}0#q%l|kS(ady36NzBlucwv1wtdB
zOd6O@1)2c^Y(T~aC}#qc7J*4ZX(k}O<S5(uBMV;c`S<>G_n+gR?HuG882B0(7zEN7
z7*;1QSJ?FANcQQ+uWO1TpRX;+^{W?6JA02^>`}{-EsKA&N=#i@yTK<=Gx?#o#>Kf?
zJBs)8-njMD(|rA&C-dhNS;g+#m2`N;4ogS=MO*^2=DujH%Do!Ms-+-1qtz@R!N}&~
z#f-w(XEWL5R9}8Q_(pK;&%%WF?y=7Q8JrIPv{_RBy)@rA?zr)qKhi;3zh6D5IstNT
zvAV;#E82d$S%0Wo>xX_8M|SU&z}GfgQqGp|3O+ceQho9{$?eZye%zBPWSKqRShdvL
z@d|r(6JMmXSAt`&bWWb=w$I#;0@OB~JGXOcUAEi*xQ)ffQnZ@yR<Fydi`{OlclzN$
pYwnKoYJEp47Y80VT+{0moA^zVeZ$Mto@PDE+P~>3%+PQ|rU2xtp~wIL

literal 0
HcmV?d00001

diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 8936e6f..fa1fab8 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -7,11 +7,23 @@ from uuid import UUID
 
 import pytest
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.core import DpapiSystemCredential, MasterKeyPolicy
+from nemesis_dpapi.core import DpapiSystemCredential, MasterKey, MasterKeyPolicy
+from nemesis_dpapi.crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
-DPAPI_SYSTEM_SECRET_HEX = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
-MACHINE_KEY_HEX = "dcfd03644f501805c189e15e9367b01415dea75a"
-USER_KEY_HEX = "4e25d96d26879ded571f5d48a6887455d28f66f5"
+dpapi_system_secret_hex = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
+dpapi_system_secret_bytes = bytes.fromhex(dpapi_system_secret_hex)
+dpapi_system_machine_key_hex = "dcfd03644f501805c189e15e9367b01415dea75a"
+dpapi_system_user_key_hex = "4e25d96d26879ded571f5d48a6887455d28f66f5"
+
+system_masterkey_hex = "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"
+system_masterkey_bytes = bytes.fromhex(system_masterkey_hex)
+system_masterkey_guid = UUID("dd26f81a-4ed9-49fd-8b45-42723d8ae006")
+system_masterkey_plaintext_sha1 = "b848ddc68f5250e5977bc52fd9671811ba3bc3b1"
+
+systemuser_masterkey_hex = "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"
+systemuser_masterkey_bytes = bytes.fromhex(systemuser_masterkey_hex)
+systemuser_masterkey_guid = UUID("fb1190c1-123d-45f8-95f4-32aee28fe2eb")
+systemuser_masterkey_plaintext_sha1 = "8a6f191d551750fa51324a6b8f3afc7086658888"
 
 
 class TestMasterKeyFile:
@@ -376,10 +388,10 @@ class TestDpapiSystemSecret:
     def test_from_lsa_secret_valid_structure(self):
         """Test creating DpapiSystemSecret from valid LSA secret structure."""
 
-        secret = DpapiSystemCredential.from_lsa_secret(DPAPI_SYSTEM_SECRET_HEX)
+        secret = DpapiSystemCredential.from_lsa_secret(dpapi_system_secret_hex)
 
-        assert secret.user_key == bytes.fromhex(USER_KEY_HEX)
-        assert secret.machine_key == bytes.fromhex(MACHINE_KEY_HEX)
+        assert secret.user_key == bytes.fromhex(dpapi_system_user_key_hex)
+        assert secret.machine_key == bytes.fromhex(dpapi_system_machine_key_hex)
 
     def test_from_lsa_secret_and_direct_creation(self):
         """Test creating DpapiSystemSecret from LSA secret and direct instantiation."""
@@ -500,3 +512,92 @@ class TestDpapiSystemSecret:
         # Should raise ValueError because length is not exactly 44 bytes
         with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 77"):
             DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+
+class TestMasterKey:
+    """Tests for MasterKey class."""
+
+    def test_masterkey_decrypt_with_password(self):
+        """Test MasterKey.decrypt using NTLM credential key with real masterkey data."""
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        expected_masterkey_bytes = bytes.fromhex(
+            "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
+        )
+        expected_masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+
+        masterkey_file = MasterKeyFile.parse(Path("tests/fixtures/masterkey_domain.bin"))
+
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+        mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+        decrypted_masterkey = masterkey.decrypt(mk_encryption_key)
+
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20
+        assert decrypted_masterkey.plaintext_key.hex().upper() == expected_masterkey_bytes.hex().upper()
+        assert decrypted_masterkey.plaintext_key_sha1.hex().upper() == expected_masterkey_sha1_bytes.hex().upper()
+
+    def test_masterkey_decrypt_with_system_credential(self, get_file_path):
+        """Test MasterKey.decrypt using NTLM credential key with real masterkey data."""
+
+        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_system.bin"))
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        mk_encryption_key = MasterKeyEncryptionKey.from_dpapi_system_cred(bytes.fromhex(dpapi_system_machine_key_hex))
+        decrypted_masterkey = masterkey.decrypt(mk_encryption_key)
+
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == system_masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+        assert decrypted_masterkey.plaintext_key_sha1 == bytes.fromhex(system_masterkey_plaintext_sha1)
+
+    def test_masterkey_decrypt_with_systemuser_credential(self, get_file_path):
+        """Test MasterKey.decrypt using NTLM credential key with real masterkey data."""
+
+        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_systemuser.bin"))
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        mk_encryption_key = MasterKeyEncryptionKey.from_dpapi_system_cred(bytes.fromhex(dpapi_system_user_key_hex))
+        decrypted_masterkey = masterkey.decrypt(mk_encryption_key)
+
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == systemuser_masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+        assert decrypted_masterkey.plaintext_key_sha1 == bytes.fromhex(systemuser_masterkey_plaintext_sha1)
+
+    def test_masterkey_decrypt_no_encrypted_key_raises_error(self):
+        """Test MasterKey.decrypt raises ValueError when no encrypted key is available."""
+        from uuid import uuid4
+
+        # Create MasterKey without encrypted_key_usercred
+        masterkey = MasterKey(guid=uuid4())
+
+        # Create dummy encryption key
+        cred_key = CredKey.from_password("dummy", CredKeyHashType.NTLM)
+        mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, "S-1-5-21-1-1-1-1000")
+
+        # Should raise ValueError
+        with pytest.raises(ValueError, match="No encrypted user credential key available for decryption"):
+            masterkey.decrypt(mk_encryption_key)

From f202048b64356f7c40a880235ad84459ad44ade9 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 10:49:53 -0700
Subject: [PATCH 047/279] fixup DPAPI_SYSTEM route

---
 .../file_enrichment/routes/dpapi.py                | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index c57f59d..5018d2c 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -18,7 +18,7 @@ from common.models2.dpapi import (
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiCrypto, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
+from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
 
 from .masterkey_decryptor import MasterKeyDecryptor
 
@@ -179,18 +179,18 @@ async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request:
     encrypted_masterkeys = await dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
     decrypted_count = 0
-    for masterkey in encrypted_masterkeys:
-        if not masterkey.encrypted_key_usercred:
+    for encrypted_mk in encrypted_masterkeys:
+        if not encrypted_mk.encrypted_key_usercred:
             continue
 
         try:
             # Try to decrypt the masterkey using the DPAPI_SYSTEM key
-            mk_key = MasterKeyEncryptionKey.from_dpapi_system_key(dpapi_system_key)
-            mk = DpapiCrypto.decrypt_masterkey_with_mk_key(masterkey.encrypted_key_machine, mk_key)
-            await dpapi_manager._masterkey_repo.add_masterkey(mk)
+            mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key.machine_key)
+            plaintext_mk = encrypted_mk.decrypt(mk_key)
+            await dpapi_manager._masterkey_repo.add_masterkey(plaintext_mk)
             decrypted_count += 1
         except Exception as e:
-            logger.debug(f"Failed to decrypt masterkey {masterkey.guid} with DPAPI_SYSTEM key: {e}")
+            logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
             continue
 
     return {"status": "success", "type": "dpapi_system", "decrypted_masterkeys": decrypted_count}

From 0bc41c9c3fe721928f50616fd276f1a0920e05ef Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 12:25:00 -0700
Subject: [PATCH 048/279] fix web API deps, formatting/linting

---
 libs/common/common/models2/dpapi.py           |   13 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |   29 +-
 libs/nemesis_dpapi/poetry.lock                |  123 +-
 libs/nemesis_dpapi/pyproject.toml             |    1 +
 .../file_enrichment/routes/dpapi.py           |    2 +-
 .../routes/masterkey_decryptor.py             |   14 +-
 projects/web_api/poetry.lock                  | 1883 ++++++++++-------
 projects/web_api/pyproject.toml               |    1 +
 projects/web_api/web_api/container_monitor.py |    6 +-
 projects/web_api/web_api/large_containers.py  |    5 +-
 10 files changed, 1328 insertions(+), 749 deletions(-)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 5d93ac3..418360f 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -55,7 +55,9 @@ class MasterKeyData(BaseModel):
     """Strongly typed master key data."""
 
     guid: UUID = Field(description="Master key GUID")
-    key_hex: str = Field(description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$")
+    key_hex: str = Field(
+        description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$"
+    )
 
     @field_serializer("guid")
     def serialize_guid(self, value: UUID) -> str:
@@ -73,7 +75,10 @@ class DpapiSystemCredential(BaseModel):
     """DPAPI_SYSTEM LSA Secret credential."""
 
     type: Literal["dpapi_system"]
-    value: str = Field(description="Hex-encoded DPAPI_SYSTEM LSA secret (40 bytes)", pattern=r"^[0-9a-fA-F]{80}$")
+    value: str = Field(
+        description="Hex-encoded DPAPI_SYSTEM LSA secret (40 bytes)",
+        pattern=r"^[0-9a-fA-F]{80}$",
+    )
 
     @field_validator("value")
     @classmethod
@@ -84,7 +89,9 @@ class DpapiSystemCredential(BaseModel):
                 f"DPAPI_SYSTEM value must be exactly 80 hex characters (40 bytes), got {len(v)} characters"
             )
         if not re.match(r"^[0-9a-fA-F]+$", v):
-            raise ValueError("DPAPI_SYSTEM value must contain only hex characters (0-9, a-f, A-F)")
+            raise ValueError(
+                "DPAPI_SYSTEM value must contain only hex characters (0-9, a-f, A-F)"
+            )
         return v
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 3aeca92..08e4777 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -8,7 +8,12 @@ from uuid import UUID
 
 from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from impacket.dpapi import (
+    DPAPI_DOMAIN_RSA_MASTER_KEY,
+    PRIVATE_KEY_BLOB,
+    PVK_FILE_HDR,
+    privatekeyblob_to_pkcs1,
+)
 from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
@@ -62,8 +67,6 @@ class MasterKey(BaseModel):
         plaintext_key_sha1: SHA1 hash of the plaintext masterkey. AKA the Master Key (MK) Encryption Key.
     """
 
-    model_config = {"frozen": True}
-
     guid: UUID
     encrypted_key_usercred: bytes | None = None
     encrypted_key_backup: bytes | None = None
@@ -225,8 +228,6 @@ class MasterKeyFile(BaseModel):
     masterkey files from disk and extract the various key components.
     """
 
-    model_config = {"frozen": True}
-
     version: int
     modified: bool
     file_path: None
@@ -425,18 +426,24 @@ class DpapiSystemCredential(BaseModel):
 
     @classmethod
     def from_bytes(cls, dpapi_system_data: bytes | str) -> "DpapiSystemCredential":
-        """Create DpapiSystemKey from DPAPI_SYSTEM LSA secret.
+        """Create a DpapiSystemCredential from bytes.
 
         Args:
-            dpapi_system_data: 40-byte DPAPI_SYSTEM LSA secret (as bytes) or hex string
+            dpapi_system_data (bytes | str): 40-byte DPAPI_SYSTEM LSA secret
+                (as raw bytes or hex string).
 
         Returns:
-            DpapiSystemKey instance
+            DpapiSystemKey: A new instance created from the given secret.
 
         Raises:
-            ValueError: If dpapi_system_data is not exactly 40 bytes or 80 hex characters
+            ValueError: If dpapi_system_data is not exactly 40 bytes or
+                80 hex characters.
+
+        Note:
+            For creating a DpapiSystemCredential from the bytes of the
+            DPAPI_SYSTEM LSA secret, use the from_lsa_secret method instead.
         """
-        # Convert hex string to bytes if needed
+
         if isinstance(dpapi_system_data, str):
             try:
                 dpapi_system_bytes = bytes.fromhex(dpapi_system_data)
@@ -456,7 +463,7 @@ class DpapiSystemCredential(BaseModel):
 
     @classmethod
     def from_lsa_secret(cls, lsa_secret_bytes: bytes | str) -> "DpapiSystemCredential":
-        """Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret structure.
+        """Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret.
 
         Args:
             lsa_secret_bytes: LSA secret structure containing version and keys (as bytes or hex string)
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 8c655e5..3c9e43f 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -286,6 +286,107 @@ files = [
 ]
 markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
+[[package]]
+name = "coverage"
+version = "7.10.6"
+description = "Code coverage measurement for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
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+    {file = "coverage-7.10.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:e41be6f0f19da64af13403e52f2dec38bbc2937af54df8ecef10850ff8d35301"},
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+    {file = "coverage-7.10.6-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl", hash = "sha256:10356fdd33a7cc06e8051413140bbdc6f972137508a3572e3f59f805cd2832fd"},
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+    {file = "coverage-7.10.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:efeda443000aa23f276f4df973cb82beca682fd800bb119d19e80504ffe53ec2"},
+    {file = "coverage-7.10.6-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:9702b59d582ff1e184945d8b501ffdd08d2cee38d93a2206aa5f1365ce0b8d78"},
+    {file = "coverage-7.10.6-cp39-cp39-win32.whl", hash = "sha256:2195f8e16ba1a44651ca684db2ea2b2d4b5345da12f07d9c22a395202a05b23c"},
+    {file = "coverage-7.10.6-cp39-cp39-win_amd64.whl", hash = "sha256:f32ff80e7ef6a5b5b606ea69a36e97b219cd9dc799bcf2963018a4d8f788cfbf"},
+    {file = "coverage-7.10.6-py3-none-any.whl", hash = "sha256:92c4ecf6bf11b2e85fd4d8204814dc26e6a19f0c9d938c207c5cb0eadfcabbe3"},
+    {file = "coverage-7.10.6.tar.gz", hash = "sha256:f644a3ae5933a552a29dbb9aa2f90c677a875f80ebea028e5a52a4f429044b90"},
+]
+
+[package.extras]
+toml = ["tomli"]
+
 [[package]]
 name = "cryptography"
 version = "42.0.8"
@@ -978,6 +1079,26 @@ pytest = ">=8.2,<9"
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
+[[package]]
+name = "pytest-cov"
+version = "6.3.0"
+description = "Pytest plugin for measuring coverage."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_cov-6.3.0-py3-none-any.whl", hash = "sha256:440db28156d2468cafc0415b4f8e50856a0d11faefa38f30906048fe490f1749"},
+    {file = "pytest_cov-6.3.0.tar.gz", hash = "sha256:35c580e7800f87ce892e687461166e1ac2bcb8fb9e13aea79032518d6e503ff2"},
+]
+
+[package.dependencies]
+coverage = {version = ">=7.5", extras = ["toml"]}
+pluggy = ">=1.2"
+pytest = ">=6.2.5"
+
+[package.extras]
+testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
+
 [[package]]
 name = "python-registry"
 version = "1.3.1"
@@ -1116,4 +1237,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "19678bc84c69d4a4b5214fb5782f2b4c926dbe1d360c086df5c9453349da915d"
+content-hash = "d0efd0275e7e6dad08459a34c2db1d2581df02809430e88abf0f2312cccd9327"
diff --git a/libs/nemesis_dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
index dcd16d2..65d28bd 100644
--- a/libs/nemesis_dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -22,3 +22,4 @@ ruff = "^0.12.10"
 pytest = "^8.4.1"
 pytest-asyncio = "^0.25.0"
 dpapick3 = "^0.7.1"
+pytest-cov = "^6.3.0"
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 5018d2c..1860af0 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -81,7 +81,7 @@ async def submit_dpapi_credential(
                 result = await _handle_dpapi_system_credential(dpapi_manager, request)
             elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
                 decryptor = MasterKeyDecryptor(dpapi_manager)
-                result = await decryptor.handle_password_based_credential(request)
+                result = await decryptor.process_password_based_credential(request)
             else:
                 raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
diff --git a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
index c3cc28e..e8f5c6d 100644
--- a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
+++ b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
@@ -2,7 +2,7 @@ import asyncio
 from typing import Union
 
 from common.logger import get_logger
-from common.models2.dpapi import CredKeyCredential, NtlmHashCredential, PasswordCredential
+from common.models2.dpapi import CredKeyCredential, DpapiSystemCredential, NtlmHashCredential, PasswordCredential
 from nemesis_dpapi import CredKey, CredKeyHashType, DpapiCrypto, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
 
 logger = get_logger(__name__)
@@ -15,7 +15,17 @@ class MasterKeyDecryptor:
         self.dpapi_manager = dpapi_manager
         self._background_tasks = set()
 
-    async def handle_password_based_credential(
+    async def process_dpapi_system_credential(self, request: DpapiSystemCredential) -> dict:
+        """Handle DPAPI_SYSTEM credential submissions."""
+
+        from nemesis_dpapi.core import DpapiSystemCredential as NemesisDpapiSystemCredential
+
+        NemesisDpapiSystemCredential.from_bytes(bytes.fromhex(request.value))
+        MasterKeyEncryptionKey.from_dpapi_system_cred(request.value)
+
+        return {"status": "success", "type": "dpapi_system", "message": "DPAPI_SYSTEM credential processing started"}
+
+    async def process_password_based_credential(
         self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
     ) -> dict:
         """Handle password, NTLM hash, and cred key credential submissions."""
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 153cd36..e2577a1 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -14,98 +14,98 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.14"
+version = "3.12.15"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -150,14 +150,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.10.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -166,8 +166,6 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=8.2,<9.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "blockbuster (>=1.5.23)", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
 trio = ["trio (>=0.26.1)"]
 
 [[package]]
@@ -187,41 +185,45 @@ argon2-cffi-bindings = "*"
 
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
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 ]
 
 [package.dependencies]
-cffi = ">=1.0.1"
-
-[package.extras]
-dev = ["cogapp", "pre-commit", "pytest", "wheel"]
-tests = ["pytest"]
+cffi = [
+    {version = ">=1.0.1", markers = "python_version < \"3.14\""},
+    {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
+]
 
 [[package]]
 name = "asyncpg"
@@ -307,16 +309,28 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
+[[package]]
+name = "blinker"
+version = "1.9.0"
+description = "Fast, simple object-to-object and broadcast signaling"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
+]
+
 [[package]]
 name = "certifi"
-version = "2025.7.14"
+version = "2025.8.3"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
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+    {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
 ]
 
 [[package]]
@@ -326,6 +340,7 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
+markers = "python_version < \"3.14\""
 files = [
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@@ -399,106 +414,191 @@ files = [
 [package.dependencies]
 pycparser = "*"
 
+[[package]]
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+version = "2.0.0b1"
+description = "Foreign Function Interface for Python calling C code."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+markers = "python_version >= \"3.14\""
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 ]
 
 [[package]]
@@ -550,6 +650,61 @@ structlog = "^25.1.0"
 type = "directory"
 url = "../../libs/common"
 
+[[package]]
+name = "cryptography"
+version = "42.0.8"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+cffi = {version = ">=1.12", markers = "platform_python_implementation != \"PyPy\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3.0)", "sphinx-rtd-theme (>=1.1.1)"]
+docstest = ["pyenchant (>=1.6.11)", "readme-renderer", "sphinxcontrib-spelling (>=4.0.1)"]
+nox = ["nox"]
+pep8test = ["check-sdist", "click", "mypy", "ruff"]
+sdist = ["build"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
+test-randomorder = ["pytest-randomly"]
+
 [[package]]
 name = "dapr"
 version = "1.15.0"
@@ -589,35 +744,35 @@ uvicorn = ">=0.11.6"
 
 [[package]]
 name = "dnspython"
-version = "2.7.0"
+version = "2.8.0"
 description = "DNS toolkit"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
 ]
 
 [package.extras]
-dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
-dnssec = ["cryptography (>=43)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=1.0.0)"]
-idna = ["idna (>=3.7)"]
-trio = ["trio (>=0.23)"]
+dev = ["black (>=25.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.17.0)", "mypy (>=1.17)", "pylint (>=3)", "pytest (>=8.4)", "pytest-cov (>=6.2.0)", "quart-trio (>=0.12.0)", "sphinx (>=8.2.0)", "sphinx-rtd-theme (>=3.0.0)", "twine (>=6.1.0)", "wheel (>=0.45.0)"]
+dnssec = ["cryptography (>=45)"]
+doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
+doq = ["aioquic (>=1.2.0)"]
+idna = ["idna (>=3.10)"]
+trio = ["trio (>=0.30)"]
 wmi = ["wmi (>=1.5.1)"]
 
 [[package]]
 name = "email-validator"
-version = "2.2.0"
+version = "2.3.0"
 description = "A robust email address syntax and deliverability validation library."
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "email_validator-2.3.0-py3-none-any.whl", hash = "sha256:80f13f623413e6b197ae73bb10bf4eb0908faf509ad8362c5edeb0be7fd450b4"},
+    {file = "email_validator-2.3.0.tar.gz", hash = "sha256:9fc05c37f2f6cf439ff414f8fc46d917929974a82244c20eb10231ba60c54426"},
 ]
 
 [package.dependencies]
@@ -659,14 +814,14 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
 [[package]]
 name = "fastapi-cli"
-version = "0.0.8"
+version = "0.0.10"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "fastapi_cli-0.0.8-py3-none-any.whl", hash = "sha256:0ea95d882c85b9219a75a65ab27e8da17dac02873e456850fa0a726e96e985eb"},
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+    {file = "fastapi_cli-0.0.10-py3-none-any.whl", hash = "sha256:04bef56b49f7357c6c4acd4f793b4433ed3f511be431ed0af68db6d3f8bd44b3"},
+    {file = "fastapi_cli-0.0.10.tar.gz", hash = "sha256:85a93df72ff834c3d2a356164512cabaf8f093d50eddad9309065a9c9ac5193a"},
 ]
 
 [package.dependencies]
@@ -681,14 +836,14 @@ standard-no-fastapi-cloud-cli = ["uvicorn[standard] (>=0.15.0)"]
 
 [[package]]
 name = "fastapi-cloud-cli"
-version = "0.1.4"
+version = "0.1.5"
 description = "Deploy and manage FastAPI Cloud apps from the command line 🚀"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "fastapi_cloud_cli-0.1.5-py3-none-any.whl", hash = "sha256:d80525fb9c0e8af122370891f9fa83cf5d496e4ad47a8dd26c0496a6c85a012a"},
+    {file = "fastapi_cloud_cli-0.1.5.tar.gz", hash = "sha256:341ee585eb731a6d3c3656cb91ad38e5f39809bf1a16d41de1333e38635a7937"},
 ]
 
 [package.dependencies]
@@ -703,6 +858,30 @@ uvicorn = {version = ">=0.15.0", extras = ["standard"]}
 [package.extras]
 standard = ["uvicorn[standard] (>=0.15.0)"]
 
+[[package]]
+name = "flask"
+version = "3.1.2"
+description = "A simple framework for building complex web applications."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+    {file = "flask-3.1.2.tar.gz", hash = "sha256:bf656c15c80190ed628ad08cdfd3aaa35beb087855e2f494910aa3774cc4fd87"},
+]
+
+[package.dependencies]
+blinker = ">=1.9.0"
+click = ">=8.1.3"
+itsdangerous = ">=2.2.0"
+jinja2 = ">=3.1.2"
+markupsafe = ">=2.1.1"
+werkzeug = ">=3.1.0"
+
+[package.extras]
+async = ["asgiref (>=3.2)"]
+dotenv = ["python-dotenv"]
+
 [[package]]
 name = "frozenlist"
 version = "1.7.0"
@@ -837,84 +1016,84 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.73.1"
+version = "1.74.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 python-versions = ">=3.9"
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 [package.dependencies]
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-protobuf = ">=6.30.0,<7.0.0"
+grpcio = ">=1.74.0"
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 [[package]]
 name = "h11"
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 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "impacket"
+version = "0.12.0"
+description = "Network protocols Constructors and Dissectors"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+pycryptodomex = "*"
+pyOpenSSL = "24.0.0"
+pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
+setuptools = "*"
+six = "*"
+
 [[package]]
 name = "itsdangerous"
 version = "2.2.0"
@@ -1077,15 +1280,46 @@ MarkupSafe = ">=2.0"
 i18n = ["Babel (>=2.7)"]
 
 [[package]]
-name = "markdown-it-py"
-version = "3.0.0"
-description = "Python port of markdown-it. Markdown parsing, done right!"
+name = "ldap3"
+version = "2.9.1"
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+[package.dependencies]
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+
+[[package]]
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+description = "Active Directory information dumper via LDAP"
+optional = false
+python-versions = ">=3.6"
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+[package.dependencies]
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+
+[[package]]
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+description = "Python port of markdown-it. Markdown parsing, done right!"
+optional = false
+python-versions = ">=3.10"
+groups = ["main"]
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 [package.dependencies]
@@ -1093,13 +1327,12 @@ mdurl = ">=0.1,<1.0"
 
 [package.extras]
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-rtd = ["jupyter_sphinx", "mdit-py-plugins", "myst-parser", "pyyaml", "sphinx", "sphinx-copybutton", "sphinx-design", "sphinx_book_theme"]
-testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
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+testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
 
 [[package]]
 name = "markupsafe"
@@ -1186,14 +1419,14 @@ files = [
 
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+version = "7.2.16"
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 [package.dependencies]
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 version = "2.11.7"
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 [package.extras]
 windows-terminal = ["colorama (>=0.4.6)"]
 
+[[package]]
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+description = "Python wrapper module around the OpenSSL library"
+optional = false
+python-versions = ">=3.7"
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+python-versions = ">=3.8"
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 version = "2.9.0.post0"
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 [[package]]
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 name = "sentry-sdk"
-version = "2.33.0"
+version = "2.37.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -2173,6 +2556,7 @@ httpx = ["httpx (>=0.16.0)"]
 huey = ["huey (>=2)"]
 huggingface-hub = ["huggingface_hub (>=0.22)"]
 langchain = ["langchain (>=0.0.210)"]
+langgraph = ["langgraph (>=0.6.6)"]
 launchdarkly = ["launchdarkly-server-sdk (>=9.8.0)"]
 litestar = ["litestar (>=2.0.0)"]
 loguru = ["loguru (>=0.5)"]
@@ -2193,6 +2577,27 @@ statsig = ["statsig (>=0.55.3)"]
 tornado = ["tornado (>=6)"]
 unleash = ["UnleashClient (>=6.0.1)"]
 
+[[package]]
+name = "setuptools"
+version = "80.9.0"
+description = "Easily download, build, install, upgrade, and uninstall Python packages"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+
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+core = ["importlib_metadata (>=6)", "jaraco.functools (>=4)", "jaraco.text (>=3.7)", "more_itertools", "more_itertools (>=8.8)", "packaging (>=24.2)", "platformdirs (>=4.2.2)", "tomli (>=2.0.1)", "wheel (>=0.43.0)"]
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+type = ["importlib_metadata (>=7.0.2)", "jaraco.develop (>=7.21)", "mypy (==1.14.*)", "pytest-mypy"]
+
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 name = "shellingham"
 version = "1.5.4"
@@ -2303,14 +2708,14 @@ files = [
 
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+version = "0.17.4"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
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 [package.dependencies]
@@ -2321,14 +2726,14 @@ typing-extensions = ">=3.7.4.3"
 
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+version = "4.15.0"
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+version = "5.11.0"
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+    {file = "ujson-5.11.0-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:10f29e71ecf4ecd93a6610bd8efa8e7b6467454a363c3d6416db65de883eb076"},
+    {file = "ujson-5.11.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:1a0a9b76a89827a592656fe12e000cf4f12da9692f51a841a4a07aa4c7ecc41c"},
+    {file = "ujson-5.11.0-cp314-cp314t-musllinux_1_2_i686.whl", hash = "sha256:b16930f6a0753cdc7d637b33b4e8f10d5e351e1fb83872ba6375f1e87be39746"},
+    {file = "ujson-5.11.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:04c41afc195fd477a59db3a84d5b83a871bd648ef371cf8c6f43072d89144eef"},
+    {file = "ujson-5.11.0-cp314-cp314t-win32.whl", hash = "sha256:aa6d7a5e09217ff93234e050e3e380da62b084e26b9f2e277d2606406a2fc2e5"},
+    {file = "ujson-5.11.0-cp314-cp314t-win_amd64.whl", hash = "sha256:48055e1061c1bb1f79e75b4ac39e821f3f35a9b82de17fce92c3140149009bec"},
+    {file = "ujson-5.11.0-cp314-cp314t-win_arm64.whl", hash = "sha256:1194b943e951092db611011cb8dbdb6cf94a3b816ed07906e14d3bc6ce0e90ab"},
+    {file = "ujson-5.11.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:65f3c279f4ed4bf9131b11972040200c66ae040368abdbb21596bf1564899694"},
+    {file = "ujson-5.11.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:99c49400572cd77050894e16864a335225191fd72a818ea6423ae1a06467beac"},
+    {file = "ujson-5.11.0-cp39-cp39-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:0654a2691fc252c3c525e3d034bb27b8a7546c9d3eb33cd29ce6c9feda361a6a"},
+    {file = "ujson-5.11.0-cp39-cp39-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:6b6ec7e7321d7fc19abdda3ad809baef935f49673951a8bab486aea975007e02"},
+    {file = "ujson-5.11.0-cp39-cp39-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:f62b9976fabbcde3ab6e413f4ec2ff017749819a0786d84d7510171109f2d53c"},
+    {file = "ujson-5.11.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:7f1a27ab91083b4770e160d17f61b407f587548f2c2b5fbf19f94794c495594a"},
+    {file = "ujson-5.11.0-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:ecd6ff8a3b5a90c292c2396c2d63c687fd0ecdf17de390d852524393cd9ed052"},
+    {file = "ujson-5.11.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:9aacbeb23fdbc4b256a7d12e0beb9063a1ba5d9e0dbb2cfe16357c98b4334596"},
+    {file = "ujson-5.11.0-cp39-cp39-win32.whl", hash = "sha256:674f306e3e6089f92b126eb2fe41bcb65e42a15432c143365c729fdb50518547"},
+    {file = "ujson-5.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:c6618f480f7c9ded05e78a1938873fde68baf96cdd74e6d23c7e0a8441175c4b"},
+    {file = "ujson-5.11.0-cp39-cp39-win_arm64.whl", hash = "sha256:5600202a731af24a25e2d7b6eb3f648e4ecd4bb67c4d5cf12f8fab31677469c9"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:abae0fb58cc820092a0e9e8ba0051ac4583958495bfa5262a12f628249e3b362"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:fac6c0649d6b7c3682a0a6e18d3de6857977378dce8d419f57a0b20e3d775b39"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:4b42c115c7c6012506e8168315150d1e3f76e7ba0f4f95616f4ee599a1372bbc"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_i686.manylinux_2_28_i686.whl", hash = "sha256:86baf341d90b566d61a394869ce77188cc8668f76d7bb2c311d77a00f4bdf844"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:4598bf3965fc1a936bd84034312bcbe00ba87880ef1ee33e33c1e88f2c398b49"},
+    {file = "ujson-5.11.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:416389ec19ef5f2013592f791486bef712ebce0cd59299bf9df1ba40bb2f6e04"},
+    {file = "ujson-5.11.0.tar.gz", hash = "sha256:e204ae6f909f099ba6b6b942131cee359ddda2b6e4ea39c12eb8b991fe2010e0"},
 ]
 
 [[package]]
@@ -2785,6 +3196,24 @@ files = [
     {file = "websockets-15.0.1.tar.gz", hash = "sha256:82544de02076bafba038ce055ee6412d68da13ab47f0c60cab827346de828dee"},
 ]
 
+[[package]]
+name = "werkzeug"
+version = "3.1.3"
+description = "The comprehensive WSGI web application library."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "werkzeug-3.1.3-py3-none-any.whl", hash = "sha256:54b78bf3716d19a65be4fceccc0d1d7b89e608834989dfae50ea87564639213e"},
+    {file = "werkzeug-3.1.3.tar.gz", hash = "sha256:60723ce945c19328679790e3282cc758aa4a6040e4bb330f53d30fa546d44746"},
+]
+
+[package.dependencies]
+MarkupSafe = ">=2.1.1"
+
+[package.extras]
+watchdog = ["watchdog (>=2.3)"]
+
 [[package]]
 name = "yarl"
 version = "1.20.1"
@@ -2907,4 +3336,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "b60d6c4f8186c6ed8b196affc1d1cc61dcbc27afd32b83db68879db2f715ce3c"
+content-hash = "d4a93ad64a82349244b029a0a03483d9d96dfc0b36783b2883839dbefbd8b6c9"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index 87b5e4c..5341c57 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -15,6 +15,7 @@ uvicorn = "^0.34.0"
 python-multipart = "^0.0.20"
 minio = "^7.2.14"
 common = { path = "../../libs/common", develop = true }
+nemesis_dpapi = { path = "../../libs/nemesis_dpapi", develop = true }
 tomli = "^2.2.1"
 asyncpg = "^0.30.0"
 requests = "^2.32.3"
diff --git a/projects/web_api/web_api/container_monitor.py b/projects/web_api/web_api/container_monitor.py
index 1a8aa81..dff26c3 100644
--- a/projects/web_api/web_api/container_monitor.py
+++ b/projects/web_api/web_api/container_monitor.py
@@ -6,7 +6,7 @@ import time
 import uuid
 import zipfile
 from pathlib import Path
-from queue import Queue
+from queue import Empty, Queue
 from typing import Any
 
 import structlog
@@ -325,8 +325,8 @@ class ContainerMonitor:
                 # Get next container from queue (blocking with timeout)
                 try:
                     container_info = self.container_queue.get(timeout=1.0)
-                except:
-                    continue  # Timeout, check if still running
+                except Empty:  # Raised when the timeout hits
+                    continue
 
                 file_path = container_info["file_path"]
                 metadata = container_info["metadata"]
diff --git a/projects/web_api/web_api/large_containers.py b/projects/web_api/web_api/large_containers.py
index 8a819e8..cb20bd3 100644
--- a/projects/web_api/web_api/large_containers.py
+++ b/projects/web_api/web_api/large_containers.py
@@ -444,10 +444,13 @@ class DDImageContainerExtractor(BaseContainerExtractor):
                 file_count = 0
                 total_size = 0
 
-                def walk_directory(directory, path="", stack=[]):
+                def walk_directory(directory, path="", stack=None):
                     """Recursively walk directory to count files with filtering"""
                     nonlocal file_count, total_size
 
+                    if stack is None:
+                        stack = []
+
                     for entry in directory:
                         # Skip . and .. entries
                         if entry.info.name.name in [b".", b".."]:

From d872df7383a1677896dabeb1c01b3e5f4467ddd4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 15:53:45 -0700
Subject: [PATCH 049/279] simplify adding masterkeys

---
 libs/common/common/models2/dpapi.py           |   8 +-
 .../chromium_cookies/analyzer.py              |   2 +-
 .../lsass_dump/analyzer.py                    |  21 +--
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |   7 +-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  73 ++++-------
 libs/nemesis_dpapi/tests/test_core.py         |   6 +-
 libs/nemesis_dpapi/tests/test_crypto.py       | 123 ++++++++++++++++++
 .../file_enrichment/routes/dpapi.py           |  39 +++---
 .../routes/masterkey_decryptor.py             |  19 +--
 .../file_enrichment/workflow.py               |   2 +-
 10 files changed, 203 insertions(+), 97 deletions(-)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 418360f..8d63163 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -71,8 +71,10 @@ class DecryptedMasterKeyCredential(BaseModel):
     value: list[MasterKeyData]
 
 
-class DpapiSystemCredential(BaseModel):
-    """DPAPI_SYSTEM LSA Secret credential."""
+class DpapiSystemCredentialRequest(BaseModel):
+    """DPAPI_SYSTEM LSA Secret credential sent in an API request."""
+
+    # TODO: Make this use DpapiSystemCredential from nemesis_dpapi core
 
     type: Literal["dpapi_system"]
     value: str = Field(
@@ -101,5 +103,5 @@ type DpapiCredentialRequest = (
     | CredKeyCredential
     | DomainBackupKeyCredential
     | DecryptedMasterKeyCredential
-    | DpapiSystemCredential
+    | DpapiSystemCredentialRequest
 )
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index d54fcad..b8f2b03 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -24,7 +24,7 @@ class ChromeCookiesParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager
 
         # Yara rule to check for Chrome Cookies tables
         self.yara_rule = yara_x.compile("""
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 6da295f..7ffe26e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -3,6 +3,7 @@ import asyncio
 import tempfile
 import textwrap
 from datetime import datetime
+from uuid import UUID
 
 import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
@@ -10,6 +11,7 @@ from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager
+from nemesis_dpapi.core import MasterKey
 from pypykatz.pypykatz import pypykatz
 
 logger = structlog.get_logger(module=__name__)
@@ -50,7 +52,7 @@ class LsassDumpParser(EnrichmentModule):
         self.storage = StorageMinio()
         # the workflows this module should automatically run in
         self.workflows = ["default"]
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
@@ -88,7 +90,7 @@ class LsassDumpParser(EnrichmentModule):
             pypy_parse = pypykatz.parse_minidump_file(dump_file_path)
         except Exception as e:
             logger.error(f"An error occurred while parsing lsass dump: {e}", exc_info=True)
-            return None, None, None, None
+            return [], [], [], []
 
         ssps = [
             "msv_creds",
@@ -229,12 +231,13 @@ class LsassDumpParser(EnrichmentModule):
                             if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
                                 sha1_masterkey_bytes = bytes.fromhex(cred.sha1_masterkey)
 
-                            # add this masterkey to the DPAPI cache
-                            asyncio.run(
-                                self.dpapi_manager.add_decrypted_masterkey(
-                                    cred.key_guid, masterkey_bytes, sha1_masterkey_bytes
-                                )
+                            mk = MasterKey(
+                                guid=UUID(str(cred.key_guid)),
+                                plaintext_key=masterkey_bytes,
+                                plaintext_key_sha1=sha1_masterkey_bytes,
                             )
+                            # add this masterkey to the DPAPI cache
+                            asyncio.run(self.dpapi_manager.add_masterkey(mk))
 
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
@@ -249,7 +252,7 @@ class LsassDumpParser(EnrichmentModule):
                             cred_data["sha1_masterkey"] = sha1_hex
 
                             # Add to masterkeys list
-                            m = "{%s}:%s" % (cred.key_guid, sha1_hex)
+                            m = f"{{{cred.key_guid}}}:{sha1_hex}"
                             if m not in masterkeys:
                                 masterkeys.append(m)
                                 credentials.append(
@@ -396,7 +399,7 @@ class LsassDumpParser(EnrichmentModule):
         # Parse the LSASS dump
         logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(file_path, file_enriched.file_name)
 
-        if logon_sessions is None:
+        if not len(logon_sessions):
             logger.error("Failed to parse LSASS dump file")
             return None
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 308ae27..81fba82 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -275,12 +275,9 @@ class DpapiCrypto:
         except Exception as e:
             raise InvalidBlobDataError(f"Invalid DPAPI blob data: {e}") from e
 
-        try:
-            decrypted_data = dpapi_blob.decrypt(masterkey)
-        except Exception as e:
-            raise BlobDecryptionError(f"Failed to decrypt DPAPI blob: {e}") from e
+        decrypted_data = dpapi_blob.decrypt(masterkey)
 
         if not decrypted_data:
-            raise BlobDecryptionError("Failed to decrypt DPAPI blob despite having a plaintext masterkey")
+            raise BlobDecryptionError("Failed to decrypt DPAPI blob")
 
         return decrypted_data
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index bb613e9..62204ad 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -7,7 +7,7 @@ import asyncpg
 from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
-from .core import Blob, DomainBackupKey, MasterKey
+from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
 from .crypto import DpapiCrypto
 from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, NewPlaintextMasterKeyEvent, Publisher
 from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
@@ -78,59 +78,34 @@ class DpapiManager(Publisher):
         if self._pg_pool:
             await self._pg_pool.close()
 
-    async def add_encrypted_masterkey(
+    async def add_masterkey(
         self,
-        guid: UUID,
-        encrypted_key_usercred: bytes,
-        encrypted_key_backup: bytes,
+        masterkey: MasterKey,
     ) -> None:
-        """Add an encrypted masterkey and attempt decryption if possible.
+        """Add a masterkey (encrypted or plaintext).
 
         Args:
-            guid: Unique identifier for the masterkey (the masterkey GUID)
-            encrypted_key_usercred: Masterkey data encrypted with the user's cred
-            encrypted_key_backup: Masterkey data encrypted with the domain backup key
-        """
-
-        if not self._initialized:
-            await self._initialize_storage()
-
-        masterkey = MasterKey(
-            guid=guid,
-            encrypted_key_usercred=encrypted_key_usercred,
-            encrypted_key_backup=encrypted_key_backup,
-        )
-        await self._masterkey_repo.add_masterkey(masterkey)
-
-        self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=guid))
-
-    async def add_decrypted_masterkey(
-        self, guid: UUID, plaintext_key: bytes | None, plaintext_key_sha1: bytes | None
-    ) -> None:
-        """Add an decrypted masterkey
-
-        Args:
-            guid: Unique identifier for the masterkey (the masterkey GUID)
-            plaintext_key: Decrypted masterkey data
+            masterkey: MasterKey object to add
         """
         if not self._initialized:
             await self._initialize_storage()
 
-        if plaintext_key:
-            masterkey = MasterKey(
-                guid=guid,
-                plaintext_key=plaintext_key,
-                plaintext_key_sha1=SHA1.new(plaintext_key).digest(),
+        calculated_sha1 = None
+        if masterkey.plaintext_key and not masterkey.plaintext_key_sha1:
+            calculated_sha1 = SHA1.new(masterkey.plaintext_key).digest()
+            new_masterkey = masterkey.model_copy(
+                update={"plaintext_key_sha1": calculated_sha1},
             )
-            await self._masterkey_repo.add_masterkey(masterkey)
-            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=guid))
-        elif plaintext_key_sha1:
-            masterkey = MasterKey(
-                guid=guid,
-                plaintext_key_sha1=SHA1.new(plaintext_key).digest(),
-            )
-            await self._masterkey_repo.add_masterkey(masterkey)
-            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=guid))
+        else:
+            new_masterkey = masterkey
+
+        await self._masterkey_repo.add_masterkey(new_masterkey)
+
+        # Publish appropriate event based on what was added
+        if new_masterkey.plaintext_key or new_masterkey.plaintext_key_sha1:
+            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+        elif new_masterkey.encrypted_key_usercred or new_masterkey.encrypted_key_backup:
+            self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
 
     async def add_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add a domain backup key and decrypt all compatible masterkeys.
@@ -145,6 +120,14 @@ class DpapiManager(Publisher):
 
         self.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
+    async def add_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add a domain backup key and decrypt all compatible masterkeys.
+
+        Args:
+            backup_key: Domain backup key to add
+        """
+        raise NotImplementedError("Adding DPAPI system credentials is not implemented yet.")
+
     async def decrypt_blob(self, blob: Blob) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
 
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index fa1fab8..2198949 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -317,8 +317,10 @@ class TestDomainBackupKey:
 
         manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
         await manager.add_domain_backup_key(backup_key)
-        await manager.add_decrypted_masterkey(
-            decrypted_masterkey.guid, decrypted_masterkey.plaintext_key, decrypted_masterkey.plaintext_key_sha1
+        await manager.add_masterkey(
+            decrypted_masterkey.guid,
+            plaintext_key=decrypted_masterkey.plaintext_key,
+            plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1
         )
 
         assert blob.masterkey_guid == masterkey_file.masterkey_guid
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index 784f7cb..d598542 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -5,6 +5,7 @@ from uuid import UUID
 import pytest
 from nemesis_dpapi.core import Blob
 from nemesis_dpapi.crypto import (
+    BlobDecryptionError,
     CredKey,
     CredKeyHashType,
     DpapiCrypto,
@@ -14,6 +15,7 @@ from nemesis_dpapi.crypto import (
     Password,
     Pbkdf2Hash,
     Sha1Hash,
+    _derive_secure_cred_key,
 )
 from nemesis_dpapi.dpapi_blob import DPAPI_BLOB
 
@@ -261,6 +263,30 @@ class TestCredKey:
         expected_hash = "775ec403415b49002386ea8e477346cd"
         assert cred_key.key.value.hex() == expected_hash
 
+    def test_from_password_md4_explicit(self):
+        """Test creating CredKey from password with explicit MD4 hash type."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.MD4)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.owf == CredKeyHashType.MD4
+
+        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_secure_cred_key(self):
+        """Test creating CredKey from password with SECURE_CRED_KEY alias."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.SECURE_CRED_KEY, user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
     def test_from_password_unsupported_type(self):
         """Test creating CredKey from password with unsupported type."""
         password = "TestPassword123"
@@ -278,6 +304,15 @@ class TestCredKey:
         assert cred_key.key.value == ntlm_bytes
         assert cred_key.owf == CredKeyHashType.NTLM
 
+    def test_from_ntlm_md4(self):
+        """Test creating CredKey from NTLM hash with explicit MD4 type."""
+        ntlm_bytes = b"a" * 16
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.MD4)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == ntlm_bytes
+        assert cred_key.owf == CredKeyHashType.MD4
+
     def test_from_ntlm_pbkdf2(self):
         """Test creating CredKey from NTLM hash with PBKDF2 derivation."""
         ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"  # Qwerty12345
@@ -356,6 +391,40 @@ class TestMasterKeyEncryptionKey:
         assert len(mk_key.key.value) == 20  # SHA1 digest length
         assert mk_key.key.value.hex() == "d3205d40d3df002fba1936ce075c0b2805fab06d"
 
+    def test_from_dpapi_system_cred(self):
+        """Test creating MasterKeyEncryptionKey from DPAPI_SYSTEM credential."""
+        dpapi_system_key = b"a" * 20  # 20 bytes for SHA1
+
+        mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert mk_key.key.value == dpapi_system_key
+
+    def test_derive_mk_key_with_different_digests(self):
+        """Test _derive_mk_key with different digest algorithms."""
+        pwdhash = b"a" * 16
+        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+
+        # Test with sha256
+        sha256_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha256")
+        assert len(sha256_key) == 32  # SHA256 digest length
+
+        # Test with md4
+        md4_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="md4")
+        assert len(md4_key) == 16  # MD4 digest length
+
+        # Test with sha1 (default)
+        sha1_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha1")
+        assert len(sha1_key) == 20  # SHA1 digest length
+
+    def test_derive_mk_key_with_unsupported_digest(self):
+        """Test _derive_mk_key with unsupported digest algorithm."""
+        pwdhash = b"a" * 16
+        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+
+        with pytest.raises(ValueError, match="Unsupported digest algorithm"):
+            MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
+
 
 class TestDPAPICrypto:
     """Test DPAPICrypto class."""
@@ -368,6 +437,16 @@ class TestDPAPICrypto:
         with pytest.raises(InvalidBlobDataError, match="Invalid DPAPI blob data"):
             crypto.decrypt_blob(b"invalid_blob_data", b"a" * 20)
 
+    def test_decrypt_blob_with_wrong_masterkey(self, blob_without_entropy: bytes):
+        """Test DPAPI blob decryption with wrong masterkey."""
+        crypto = DpapiCrypto()
+
+        # Use wrong masterkey - should raise BlobDecryptionError
+        wrong_masterkey = b"wrong_key" * 3  # 27 bytes
+
+        with pytest.raises(BlobDecryptionError, match="Failed to decrypt DPAPI blob"):
+            crypto.decrypt_blob(blob_without_entropy, wrong_masterkey)
+
     def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
         blob = Blob.parse(blob_with_entropy)
         assert blob.masterkey_guid == masterkey_uuid
@@ -439,3 +518,47 @@ class TestBlobParse:
         # Data
         assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
         assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
+
+
+class TestCryptoHelperFunctions:
+    """Test crypto helper functions."""
+
+    def test_derive_secure_cred_key(self):
+        """Test _derive_secure_cred_key function directly."""
+        ntlm_hash = bytes.fromhex("abd9ffb762c86b26ef4ce5c81b0dd37f")  # Qwerty12345
+        user_sid_bytes = "S-1-5-21-3821320868-1508310791-3575676346-1103".encode("utf-16le")
+
+        derived_key = _derive_secure_cred_key(ntlm_hash, user_sid_bytes)
+
+        assert len(derived_key) == 16  # PBKDF2 returns 16 bytes
+        assert derived_key == bytes.fromhex("775ec403415b49002386ea8e477346cd")
+
+
+class TestExceptions:
+    """Test custom exceptions."""
+
+    def test_blob_decryption_error_inheritance(self):
+        """Test BlobDecryptionError inherits from DpapiCryptoError."""
+        from nemesis_dpapi.exceptions import DpapiCryptoError
+
+        error = BlobDecryptionError("test message")
+        assert isinstance(error, DpapiCryptoError)
+        assert str(error) == "test message"
+
+    def test_invalid_blob_data_error_inheritance(self):
+        """Test InvalidBlobDataError inherits from DpapiCryptoError."""
+        from nemesis_dpapi.exceptions import DpapiCryptoError
+
+        error = InvalidBlobDataError("test message")
+        assert isinstance(error, DpapiCryptoError)
+        assert str(error) == "test message"
+
+
+class TestPasswordValidation:
+    """Additional tests for Password validation."""
+
+    def test_password_with_none_value_direct(self):
+        """Test Password with None value raises validation error."""
+        with pytest.raises(ValueError):
+            # This should trigger pydantic's validation before our custom validator
+            Password(value=None)  # type: ignore
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 1860af0..8655a20 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -12,13 +12,14 @@ from common.models2.dpapi import (
     DecryptedMasterKeyCredential,
     DomainBackupKeyCredential,
     DpapiCredentialRequest,
-    DpapiSystemCredential,
+    DpapiSystemCredentialRequest,
     NtlmHashCredential,
     PasswordCredential,
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
+from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential, MasterKeyEncryptionKey, MasterKeyFilter
+from nemesis_dpapi.exceptions import MasterKeyDecryptionError
 
 from .masterkey_decryptor import MasterKeyDecryptor
 
@@ -165,32 +166,38 @@ async def _handle_decrypted_master_key_credential(
     }
 
 
-async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request: DpapiSystemCredential) -> dict:
+async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request: DpapiSystemCredentialRequest) -> dict:
     """Handle DPAPI_SYSTEM LSA secret credential submission."""
-    from nemesis_dpapi import DpapiSystemCredential
 
-    # Convert hex string to bytes
     dpapi_system_bytes = bytes.fromhex(request.value)
-
-    # Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret
     dpapi_system_key = DpapiSystemCredential.from_bytes(dpapi_system_bytes)
+    await dpapi_manager.add_dpapi_system_credential(dpapi_system_key)
 
-    # Get all encrypted masterkeys that can be decrypted with machine credentials
+    # Now decrypt masterkeys that may have been encrypted with the DPAPI_SYSTEM key
+    # TODO: Move this into the auto-decrypt logic of DpapiManager
     encrypted_masterkeys = await dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
     decrypted_count = 0
     for encrypted_mk in encrypted_masterkeys:
-        if not encrypted_mk.encrypted_key_usercred:
-            continue
-
         try:
-            # Try to decrypt the masterkey using the DPAPI_SYSTEM key
+            if not encrypted_mk.encrypted_key_usercred:
+                continue
+
             mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key.machine_key)
-            plaintext_mk = encrypted_mk.decrypt(mk_key)
-            await dpapi_manager._masterkey_repo.add_masterkey(plaintext_mk)
-            decrypted_count += 1
+
+            try:
+                # Try to decrypt the masterkey using the DPAPI_SYSTEM key
+                plaintext_mk = encrypted_mk.decrypt(mk_key)
+                decrypted_count += 1
+            except MasterKeyDecryptionError as e:
+                logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
+                continue
+
+            await dpapi_manager.add_masterkey(plaintext_mk)
         except Exception as e:
-            logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
+            logger.error(
+                f"Error decrypting masterkey with DPAPI_SYSTEM credential. MasterKey UUID: {encrypted_mk.guid}: {e}"
+            )
             continue
 
     return {"status": "success", "type": "dpapi_system", "decrypted_masterkeys": decrypted_count}
diff --git a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
index e8f5c6d..63295fa 100644
--- a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
+++ b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
@@ -2,8 +2,8 @@ import asyncio
 from typing import Union
 
 from common.logger import get_logger
-from common.models2.dpapi import CredKeyCredential, DpapiSystemCredential, NtlmHashCredential, PasswordCredential
-from nemesis_dpapi import CredKey, CredKeyHashType, DpapiCrypto, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
+from common.models2.dpapi import CredKeyCredential, NtlmHashCredential, PasswordCredential
+from nemesis_dpapi import CredKey, CredKeyHashType, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
 
 logger = get_logger(__name__)
 
@@ -15,16 +15,6 @@ class MasterKeyDecryptor:
         self.dpapi_manager = dpapi_manager
         self._background_tasks = set()
 
-    async def process_dpapi_system_credential(self, request: DpapiSystemCredential) -> dict:
-        """Handle DPAPI_SYSTEM credential submissions."""
-
-        from nemesis_dpapi.core import DpapiSystemCredential as NemesisDpapiSystemCredential
-
-        NemesisDpapiSystemCredential.from_bytes(bytes.fromhex(request.value))
-        MasterKeyEncryptionKey.from_dpapi_system_cred(request.value)
-
-        return {"status": "success", "type": "dpapi_system", "message": "DPAPI_SYSTEM credential processing started"}
-
     async def process_password_based_credential(
         self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
     ) -> dict:
@@ -45,7 +35,6 @@ class MasterKeyDecryptor:
         try:
             logger.info(f"Starting background decryption for credential type: {credential_type}")
 
-            # Get encrypted master keys
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
             decrypted_count = 0
@@ -55,8 +44,8 @@ class MasterKeyDecryptor:
 
                 for mk_key in mk_keys_to_try:
                     try:
-                        mk = DpapiCrypto.decrypt_masterkey_with_mk_key(masterkey.encrypted_key_usercred, mk_key)
-                        await self.dpapi_manager._masterkey_repo.add_masterkey(mk)
+                        plaintext_mk = masterkey.decrypt(mk_key)
+                        await self.dpapi_manager._masterkey_repo.add_masterkey(plaintext_mk)
                         decrypted_count += 1
                         logger.info(f"Successfully decrypted master key with {credential_type}")
                     except Exception as e:
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index aca2656..1bdcd1f 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -868,7 +868,7 @@ async def initialize_workflow_runtime():
     for module in workflow_runtime.modules.values():
         if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
             logger.debug(f"Setting 'dpapi_manager' for '{module}'")
-            module.dpapi_manager = dpapi_manager
+            module.dpapi_manager = dpapi_manager  # type: ignore
         elif hasattr(workflow_runtime, "dpapi_manager"):
             logger.debug(f"'dpapi_manager' already set for for '{module}'")
 

From 27fe8d7ceae522a25f401f01fc08cf59d5f049f3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 16:01:44 -0700
Subject: [PATCH 050/279] file-enrichment linting/formatting, update
 clean_dev_docker.sh

---
 .../base64_decoder/analyzer.py                |   1 -
 .../chromium_cookies/analyzer.py              |   5 +-
 .../chromium_localstate/analyzer.py           |   6 +-
 .../chromium_logins/analyzer.py               |   7 +-
 .../container/analyzer.py                     |   1 -
 .../container_contents/analyzer.py            |   1 -
 .../dotnet/analyzer.py                        |   1 -
 .../file_enrichment_modules/dpapi/analyzer.py |   1 -
 .../dpapi/dpapi_helpers.py                    |   5 +-
 .../filename/analyzer.py                      |   1 -
 .../filezilla/analyzer.py                     |   1 -
 .../gitcredentials/analyzer.py                |   1 -
 .../file_enrichment_modules/kdbx/analyzer.py  |   1 -
 .../kdbx/keepass2john.py                      | 137 ++++---
 .../file_enrichment_modules/lnk/analyzer.py   |   1 -
 .../lsass_dump/analyzer.py                    |   5 +-
 .../file_enrichment_modules/module_loader.py  |   3 +-
 .../office_doc/analyzer.py                    |   3 +-
 .../office_doc/office2john.py                 | 351 +++++++++++++++---
 .../parquet/analyzer.py                       |   1 -
 .../file_enrichment_modules/pdf/analyzer.py   |   3 +-
 .../file_enrichment_modules/pe/analyzer.py    |   1 -
 .../file_enrichment_modules/pii/analyzer.py   |   1 -
 .../putty_reg/analyzer.py                     |   1 -
 .../file_enrichment_modules/slack/analyzer.py |   1 -
 .../sqlite/analyzer.py                        |   1 -
 .../sysprep/analyzer.py                       |   1 -
 .../unattend_xml/analyzer.py                  |   1 -
 .../vnc_ini/analyzer.py                       |   1 -
 .../file_enrichment_modules/yara/analyzer.py  |   1 -
 .../yara/yara_manager.py                      |   7 +-
 tools/clean_dev_docker.sh                     |   3 +-
 32 files changed, 398 insertions(+), 157 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
index 40be9f3..9c22ecb 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
@@ -11,7 +11,6 @@ from common.models import EnrichmentResult, File, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index b8f2b03..f7d9d38 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -3,6 +3,7 @@ import csv
 import sqlite3
 import tempfile
 from datetime import UTC, datetime
+from typing import TYPE_CHECKING
 
 import structlog
 import yara_x
@@ -11,7 +12,9 @@ from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager
+
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 9408351..78f51a3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -1,5 +1,7 @@
 # enrichment_modules/chromium_logins/analyzer.py
 
+from typing import TYPE_CHECKING
+
 import structlog
 import yara_x
 from chromium import process_chromium_local_state
@@ -7,7 +9,9 @@ from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager
+
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 2676f50..c9fe3c3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -2,6 +2,7 @@
 import csv
 import sqlite3
 import tempfile
+from typing import TYPE_CHECKING
 
 import structlog
 import yara_x
@@ -10,7 +11,9 @@ from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager
+
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -23,7 +26,7 @@ class ChromeLoginsParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager
 
         # Yara rule to check for Chrome Login Data tables
         self.yara_rule = yara_x.compile("""
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
index bea1ee2..02b5eb6 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
@@ -10,7 +10,6 @@ from common.helpers import is_container
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
index a1b57d9..e478f56 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
@@ -8,7 +8,6 @@ from common.models import EnrichmentResult, File, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-
 from file_enrichment_modules.container_contents.containers import ContainerExtractor
 from file_enrichment_modules.module_loader import EnrichmentModule
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
index e0683c3..08cfa8d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
@@ -13,7 +13,6 @@ from common.models import (
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
index a07e69a..0c80a69 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
@@ -7,7 +7,6 @@ from common.models import EnrichmentResult, FileObject, Finding, FindingCategory
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
-
 from file_enrichment_modules.dpapi.dpapi_helpers import carve_dpapi_blobs_from_file
 from file_enrichment_modules.module_loader import EnrichmentModule
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
index e719bae..b4f76ec 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
@@ -1,5 +1,4 @@
 import base64
-from typing import Optional
 
 import structlog
 from impacket.dpapi import DPAPI_BLOB
@@ -10,8 +9,8 @@ logger = structlog.get_logger(module=__name__)
 
 
 class ParsedDpapiBlob(BaseModel):
-    dpapi_master_key_guid: Optional[str] = str
-    dpapi_data_b64: Optional[str] = None
+    dpapi_master_key_guid: str | None = str
+    dpapi_data_b64: str | None = None
     success: bool = False  # true/false if parsing was successful or not
 
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
index 38be640..c1b8a60 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
@@ -1,7 +1,6 @@
 import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
index f26d52b..6102bb6 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
@@ -9,7 +9,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
index 804de8d..8e7690d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
@@ -8,7 +8,6 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
index 3b6540f..27785cb 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
@@ -8,7 +8,6 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.kdbx.keepass2john import process_database
 from file_enrichment_modules.module_loader import EnrichmentModule
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
index d531633..97452c7 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
@@ -7,12 +7,12 @@ Original C version by Dhiru Kholia and contributors (https://github.com/openwall
     GPL license
 """
 
-import sys
-import os
-import struct
-import hashlib
 import argparse
 import base64
+import hashlib
+import os
+import struct
+import sys
 import xml.etree.ElementTree as ET
 from pathlib import Path
 
@@ -29,6 +29,7 @@ FILE_VERSION_32 = 0x00040001
 FILE_VERSION_32_4 = 0x00040000
 FILE_VERSION_32_4_1 = 0x00040001
 
+
 # Header field IDs for KDBX 3/4
 class HeaderFieldID:
     END_OF_HEADER = 0
@@ -45,6 +46,7 @@ class HeaderFieldID:
     KDF_PARAMETERS = 11
     PUBLIC_CUSTOM_DATA = 12
 
+
 # Inner header field IDs for KDBX 4
 class InnerHeaderFieldID:
     END_OF_HEADER = 0
@@ -52,50 +54,58 @@ class InnerHeaderFieldID:
     INNER_RANDOM_STREAM_KEY = 2
     BINARY = 3
 
+
 # Cipher UUIDs
-CIPHER_AES = b'\x31\xc1\xf2\xe6\xbf\x71\x43\x50\xbe\x58\x05\x21\x6a\xfc\x5a\xff'
-CIPHER_TWOFISH = b'\xad\x68\xf2\x9f\x57\x6f\x4b\xb9\xa3\x6a\xd4\x7a\xf9\x65\x34\x6c'
-CIPHER_CHACHA20 = b'\xd6\x03\x8a\x2b\x8b\x6f\x4c\xb5\xa5\x24\x33\x9a\x31\xdb\xb5\x9a'
+CIPHER_AES = b"\x31\xc1\xf2\xe6\xbf\x71\x43\x50\xbe\x58\x05\x21\x6a\xfc\x5a\xff"
+CIPHER_TWOFISH = b"\xad\x68\xf2\x9f\x57\x6f\x4b\xb9\xa3\x6a\xd4\x7a\xf9\x65\x34\x6c"
+CIPHER_CHACHA20 = b"\xd6\x03\x8a\x2b\x8b\x6f\x4c\xb5\xa5\x24\x33\x9a\x31\xdb\xb5\x9a"
 
 # KDF UUIDs
-KDF_AES = 0xc9d9f39a
-KDF_ARGON2D = 0xef636ddf
-KDF_ARGON2ID = 0x9e298b19
+KDF_AES = 0xC9D9F39A
+KDF_ARGON2D = 0xEF636DDF
+KDF_ARGON2ID = 0x9E298B19
 
 DEBUG = False
 
+
 def read_uint32_le(fp):
     """Read a 32-bit little-endian unsigned integer."""
     data = fp.read(4)
     if len(data) != 4:
         raise EOFError("Unexpected end of file")
-    return struct.unpack('<I', data)[0]
+    return struct.unpack("<I", data)[0]
+
 
 def read_uint16_le(fp):
     """Read a 16-bit little-endian unsigned integer."""
     data = fp.read(2)
     if len(data) != 2:
         raise EOFError("Unexpected end of file")
-    return struct.unpack('<H', data)[0]
+    return struct.unpack("<H", data)[0]
+
 
 def read_uint64_le(data, size=8):
     """Convert bytes to 64-bit little-endian integer."""
     if len(data) < size:
-        data = data + b'\x00' * (size - len(data))
-    return struct.unpack('<Q', data[:8])[0]
+        data = data + b"\x00" * (size - len(data))
+    return struct.unpack("<Q", data[:8])[0]
+
 
 def bytes_to_hex(data):
     """Convert bytes to hex string."""
     return data.hex()
 
+
 def get_basename_without_ext(filepath):
     """Get filename without extension."""
     return Path(filepath).stem
 
+
 def warn(message):
     """Print warning message."""
     print(f"! {message}", file=sys.stderr)
 
+
 def process_kdbx2_database(fp, filename, keyfile=None):
     """Process KeePass 1.x databases."""
     try:
@@ -175,10 +185,11 @@ def process_kdbx2_database(fp, filename, keyfile=None):
         warn(f"{filename}: Error processing KDBX2 database: {e}")
         return None
 
+
 def process_keyfile_v1(keyfile_path):
     """Process keyfile for KeePass 1.x."""
     try:
-        with open(keyfile_path, 'rb') as kf:
+        with open(keyfile_path, "rb") as kf:
             keyfile_data = kf.read()
 
         result = "*1*64*"
@@ -186,7 +197,7 @@ def process_keyfile_v1(keyfile_path):
         if len(keyfile_data) == 32:
             result += bytes_to_hex(keyfile_data)
         elif len(keyfile_data) == 64:
-            result += keyfile_data.decode('ascii', errors='ignore')
+            result += keyfile_data.decode("ascii", errors="ignore")
         else:
             # Hash the keyfile content
             sha256_hash = hashlib.sha256(keyfile_data).digest()
@@ -198,19 +209,20 @@ def process_keyfile_v1(keyfile_path):
         warn(f"Error processing keyfile {keyfile_path}: {e}")
         return None
 
+
 def process_keyfile_v2(keyfile_path):
     """Process keyfile for KeePass 2.x."""
     try:
-        with open(keyfile_path, 'rb') as kf:
+        with open(keyfile_path, "rb") as kf:
             keyfile_data = kf.read()
 
         result = "*1*64*"
 
         # Check if it's an XML keyfile
-        if keyfile_data.startswith(b'<?xml'):
+        if keyfile_data.startswith(b"<?xml"):
             try:
-                root = ET.fromstring(keyfile_data.decode('utf-8'))
-                data_elem = root.find('.//Data')
+                root = ET.fromstring(keyfile_data.decode("utf-8"))
+                data_elem = root.find(".//Data")
                 if data_elem is not None and data_elem.text:
                     # Decode base64 data and convert to hex
                     decoded = base64.b64decode(data_elem.text)
@@ -222,7 +234,7 @@ def process_keyfile_v2(keyfile_path):
         if len(keyfile_data) == 32:
             result += bytes_to_hex(keyfile_data)
         elif len(keyfile_data) == 64:
-            result += keyfile_data.decode('ascii', errors='ignore')
+            result += keyfile_data.decode("ascii", errors="ignore")
         else:
             # Hash the keyfile content
             sha256_hash = hashlib.sha256(keyfile_data).digest()
@@ -234,14 +246,15 @@ def process_keyfile_v2(keyfile_path):
         warn(f"Error processing keyfile {keyfile_path}: {e}")
         return None
 
+
 def parse_variant_dictionary(data):
     """Parse KDBX 4 VariantDictionary."""
     pos = 0
-    version = struct.unpack('<H', data[pos:pos+2])[0]
+    version = struct.unpack("<H", data[pos : pos + 2])[0]
     pos += 2
 
     if DEBUG:
-        print(f"VariantDictionary version {version >> 8}.{version & 0xff}", file=sys.stderr)
+        print(f"VariantDictionary version {version >> 8}.{version & 0xFF}", file=sys.stderr)
 
     if (version >> 8) != 1:
         raise ValueError(f"Unsupported VariantDictionary version ({version:04x})")
@@ -258,33 +271,33 @@ def parse_variant_dictionary(data):
         pos += 1
 
         # Read key name length
-        key_len = struct.unpack('<I', data[pos:pos+4])[0]
+        key_len = struct.unpack("<I", data[pos : pos + 4])[0]
         pos += 4
 
         # Read key name
-        key_name = data[pos:pos+key_len].decode('utf-8')
+        key_name = data[pos : pos + key_len].decode("utf-8")
         pos += key_len
 
         # Read value length
-        value_len = struct.unpack('<I', data[pos:pos+4])[0]
+        value_len = struct.unpack("<I", data[pos : pos + 4])[0]
         pos += 4
 
         # Read value based on type
-        value_data = data[pos:pos+value_len]
+        value_data = data[pos : pos + value_len]
         pos += value_len
 
         if type_byte == 0x04:  # UInt32
-            value = struct.unpack('<I', value_data)[0]
+            value = struct.unpack("<I", value_data)[0]
         elif type_byte == 0x05:  # UInt64
-            value = struct.unpack('<Q', value_data)[0]
+            value = struct.unpack("<Q", value_data)[0]
         elif type_byte == 0x08:  # Bool
             value = value_data[0] != 0
         elif type_byte == 0x0C:  # Int32
-            value = struct.unpack('<i', value_data)[0]
+            value = struct.unpack("<i", value_data)[0]
         elif type_byte == 0x0D:  # Int64
-            value = struct.unpack('<q', value_data)[0]
+            value = struct.unpack("<q", value_data)[0]
         elif type_byte == 0x18:  # String
-            value = value_data.decode('utf-8')
+            value = value_data.decode("utf-8")
         elif type_byte == 0x42:  # Byte array
             value = value_data
         else:
@@ -299,10 +312,11 @@ def parse_variant_dictionary(data):
 
     return result
 
+
 def process_database(filename, keyfile=None):
     """Process KeePass database file."""
     try:
-        with open(filename, 'rb') as fp:
+        with open(filename, "rb") as fp:
             # Read signatures
             sig1 = read_uint32_le(fp)
             sig2 = read_uint32_le(fp)
@@ -312,8 +326,10 @@ def process_database(filename, keyfile=None):
                 return process_kdbx2_database(fp, filename, keyfile)
 
             # Check for KeePass 2.x
-            if not ((sig1 == FILE_SIGNATURE_1 and sig2 == FILE_SIGNATURE_2) or
-                    (sig1 == FILE_SIGNATURE_PRERELEASE_1 and sig2 == FILE_SIGNATURE_PRERELEASE_2)):
+            if not (
+                (sig1 == FILE_SIGNATURE_1 and sig2 == FILE_SIGNATURE_2)
+                or (sig1 == FILE_SIGNATURE_PRERELEASE_1 and sig2 == FILE_SIGNATURE_PRERELEASE_2)
+            ):
                 warn(f"{filename}: Unknown format: File signature invalid")
                 return None
 
@@ -350,7 +366,7 @@ def process_database(filename, keyfile=None):
                 else:
                     size = read_uint32_le(fp)
 
-                data = fp.read(size) if size > 0 else b''
+                data = fp.read(size) if size > 0 else b""
 
                 if field_id == HeaderFieldID.END_OF_HEADER:
                     end_reached = True
@@ -360,7 +376,7 @@ def process_database(filename, keyfile=None):
                     transform_seed = data
                 elif field_id == HeaderFieldID.TRANSFORM_ROUNDS:
                     if len(data) >= 4:
-                        transform_rounds = struct.unpack('<I', data[:4])[0]
+                        transform_rounds = struct.unpack("<I", data[:4])[0]
                 elif field_id == HeaderFieldID.ENCRYPTION_IV:
                     initialization_vectors = data
                 elif field_id == HeaderFieldID.STREAM_START_BYTES:
@@ -377,20 +393,20 @@ def process_database(filename, keyfile=None):
                 elif field_id == HeaderFieldID.KDF_PARAMETERS:
                     try:
                         params = parse_variant_dictionary(data)
-                        if 'R' in params or 'I' in params:
-                            transform_rounds = int(params.get('R', params.get('I', 0)))
-                        if 'P' in params:
-                            argon2_p = int(params['P'])
-                        if 'V' in params:
-                            argon2_v = int(params['V'])
-                        if 'M' in params:
-                            argon2_m = int(params['M'])
-                        if 'S' in params:
-                            transform_seed = params['S']
-                        if '$UUID' in params:
-                            uuid_bytes = params['$UUID']
+                        if "R" in params or "I" in params:
+                            transform_rounds = int(params.get("R", params.get("I", 0)))
+                        if "P" in params:
+                            argon2_p = int(params["P"])
+                        if "V" in params:
+                            argon2_v = int(params["V"])
+                        if "M" in params:
+                            argon2_m = int(params["M"])
+                        if "S" in params:
+                            transform_seed = params["S"]
+                        if "$UUID" in params:
+                            uuid_bytes = params["$UUID"]
                             if len(uuid_bytes) >= 4:
-                                kdf_uuid = struct.unpack('>I', uuid_bytes[:4])[0]  # Big-endian for UUID
+                                kdf_uuid = struct.unpack(">I", uuid_bytes[:4])[0]  # Big-endian for UUID
                     except Exception as e:
                         if DEBUG:
                             print(f"Error parsing KDF parameters: {e}", file=sys.stderr)
@@ -401,8 +417,9 @@ def process_database(filename, keyfile=None):
                 warn(f"{filename}: transformRounds can't be 0")
                 return None
 
-            if (version < FILE_VERSION_32_4 and
-                (not master_seed or not transform_seed or not initialization_vectors or not expected_start_bytes)):
+            if version < FILE_VERSION_32_4 and (
+                not master_seed or not transform_seed or not initialization_vectors or not expected_start_bytes
+            ):
                 warn(f"{filename}: parsing failed, missing required fields")
                 return None
 
@@ -448,7 +465,9 @@ def process_database(filename, keyfile=None):
                     warn(f"{filename}: error reading header HMAC!")
                     return None
 
-                result = f"{dbname}:$keepass$*{kdbx_ver}*{transform_rounds}*{kdf_uuid:08x}*{argon2_m}*{argon2_v}*{argon2_p}*"
+                result = (
+                    f"{dbname}:$keepass$*{kdbx_ver}*{transform_rounds}*{kdf_uuid:08x}*{argon2_m}*{argon2_v}*{argon2_p}*"
+                )
                 result += bytes_to_hex(master_seed) + "*"
                 result += bytes_to_hex(transform_seed) + "*"
                 result += bytes_to_hex(header_data) + "*"
@@ -466,11 +485,12 @@ def process_database(filename, keyfile=None):
         warn(f"{filename}: Error processing database: {e}")
         return None
 
+
 def main():
     """Main entry point."""
-    parser = argparse.ArgumentParser(description='Extract hash from KeePass database files for John the Ripper')
-    parser.add_argument('-k', '--keyfile', help='Path to keyfile')
-    parser.add_argument('databases', nargs='+', help='KeePass database files (.kdbx)')
+    parser = argparse.ArgumentParser(description="Extract hash from KeePass database files for John the Ripper")
+    parser.add_argument("-k", "--keyfile", help="Path to keyfile")
+    parser.add_argument("databases", nargs="+", help="KeePass database files (.kdbx)")
 
     args = parser.parse_args()
 
@@ -481,5 +501,6 @@ def main():
 
         print(process_database(database, args.keyfile))
 
-if __name__ == '__main__':
-    main()
\ No newline at end of file
+
+if __name__ == "__main__":
+    main()
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
index 0c1e0c3..812ab1e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
@@ -10,7 +10,6 @@ import yaml
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 7ffe26e..ae0d5e2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -3,6 +3,7 @@ import asyncio
 import tempfile
 import textwrap
 from datetime import datetime
+from typing import TYPE_CHECKING
 from uuid import UUID
 
 import structlog
@@ -10,10 +11,12 @@ from common.models import EnrichmentResult, FileObject, Finding, FindingCategory
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager
 from nemesis_dpapi.core import MasterKey
 from pypykatz.pypykatz import pypykatz
 
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
+
 logger = structlog.get_logger(module=__name__)
 
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
index 9d1b923..395e4de 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
@@ -2,7 +2,6 @@ import asyncio
 import importlib.util
 import sys
 from pathlib import Path
-from typing import Optional
 
 import structlog
 from common.models import EnrichmentResult
@@ -25,7 +24,7 @@ class EnrichmentModule:
 
 
 class ModuleLoader:
-    def __init__(self, modules_dir: Optional[str] = None):
+    def __init__(self, modules_dir: str | None = None):
         if modules_dir is None:
             self.modules_dir = Path(__file__).parent
         else:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
index b1564e1..a039efa 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
@@ -11,10 +11,9 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from oletools.olevba import VBA_Parser
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.office_doc.office2john import extract_file_encryption_hash
+from oletools.olevba import VBA_Parser
 
 logger = structlog.get_logger(module=__name__)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
index 0e58e6c..83bc92a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
@@ -368,7 +368,7 @@ def set_debug_mode(debug_mode):
 # === CONSTANTS ===============================================================
 
 # magic bytes that should be at the beginning of every OLE file:
-MAGIC = b"\xD0\xCF\x11\xE0\xA1\xB1\x1A\xE1"
+MAGIC = b"\xd0\xcf\x11\xe0\xa1\xb1\x1a\xe1"
 
 # [PL]: added constants for Sector IDs (from AAF specifications)
 MAXREGSECT = 0xFFFFFFFA  # (-6) maximum SECT
@@ -552,7 +552,9 @@ def _clsid(clsid):
     # (PL: why not simply return the string with zeroes?)
     if not clsid.strip(b"\0"):
         return ""
-    return ("%08X-%04X-%04X-%02X%02X-" + "%02X" * 6) % ((i32(clsid, 0), i16(clsid, 4), i16(clsid, 6)) + tuple(map(i8, clsid[8:16])))
+    return ("%08X-%04X-%04X-%02X%02X-" + "%02X" * 6) % (
+        (i32(clsid, 0), i16(clsid, 4), i16(clsid, 6)) + tuple(map(i8, clsid[8:16]))
+    )
 
 
 def filetime2datetime(filetime):
@@ -796,7 +798,10 @@ class _OleStream(io.BytesIO):
         :returns: a BytesIO instance containing the OLE stream
         """
         debug("_OleStream.__init__:")
-        debug("  sect=%d (%X), size=%d, offset=%d, sectorsize=%d, len(fat)=%d, fp=%s" % (sect, sect, size, offset, sectorsize, len(fat), repr(fp)))
+        debug(
+            "  sect=%d (%X), size=%d, offset=%d, sectorsize=%d, len(fat)=%d, fp=%s"
+            % (sect, sect, size, offset, sectorsize, len(fat), repr(fp))
+        )
         # [PL] To detect malformed documents with FAT loops, we compute the
         # expected number of sectors in the stream:
         unknown_size = False
@@ -813,7 +818,7 @@ class _OleStream(io.BytesIO):
         # This number should (at least) be less than the total number of
         # sectors in the given FAT:
         if nb_sectors > len(fat):
-            raise IOError("malformed OLE document, stream too large")
+            raise OSError("malformed OLE document, stream too large")
         # optimization(?): data is first a list of strings, and join() is called
         # at the end to concatenate all in one string.
         # (this may not be really useful with recent Python versions)
@@ -821,7 +826,7 @@ class _OleStream(io.BytesIO):
         # if size is zero, then first sector index should be ENDOFCHAIN:
         if size == 0 and sect != ENDOFCHAIN:
             debug("size == 0 and sect != ENDOFCHAIN:")
-            raise IOError("incorrect OLE sector index for empty stream")
+            raise OSError("incorrect OLE sector index for empty stream")
         # [PL] A fixed-length for loop is used instead of an undefined while
         # loop to avoid DoS attacks:
         for i in range(nb_sectors):
@@ -832,7 +837,7 @@ class _OleStream(io.BytesIO):
                 else:
                     # else this means that the stream is smaller than declared:
                     debug("sect=ENDOFCHAIN before expected size")
-                    raise IOError("incomplete OLE stream")
+                    raise OSError("incomplete OLE stream")
             # sector index should be within FAT:
             if sect < 0 or sect >= len(fat):
                 debug("sect=%d (%X) / len(fat)=%d" % (sect, sect, len(fat)))
@@ -842,33 +847,36 @@ class _OleStream(io.BytesIO):
                 #                f.write(tmp_data)
                 #                f.close()
                 #                debug('data read so far: %d bytes' % len(tmp_data))
-                raise IOError("incorrect OLE FAT, sector index out of range")
+                raise OSError("incorrect OLE FAT, sector index out of range")
             # TODO: merge this code with OleFileIO.getsect() ?
             # TODO: check if this works with 4K sectors:
             try:
                 fp.seek(offset + sectorsize * sect)
             except:
                 debug("sect=%d, seek=%d, filesize=%d" % (sect, offset + sectorsize * sect, filesize))
-                raise IOError("OLE sector index out of range")
+                raise OSError("OLE sector index out of range")
             sector_data = fp.read(sectorsize)
             # [PL] check if there was enough data:
             # Note: if sector is the last of the file, sometimes it is not a
             # complete sector (of 512 or 4K), so we may read less than
             # sectorsize.
             if len(sector_data) != sectorsize and sect != (len(fat) - 1):
-                debug("sect=%d / len(fat)=%d, seek=%d / filesize=%d, len read=%d" % (sect, len(fat), offset + sectorsize * sect, filesize, len(sector_data)))
+                debug(
+                    "sect=%d / len(fat)=%d, seek=%d / filesize=%d, len read=%d"
+                    % (sect, len(fat), offset + sectorsize * sect, filesize, len(sector_data))
+                )
                 debug("seek+len(read)=%d" % (offset + sectorsize * sect + len(sector_data)))
-                raise IOError("incomplete OLE sector")
+                raise OSError("incomplete OLE sector")
             data.append(sector_data)
             # jump to next sector in the FAT:
             try:
                 sect = fat[sect] & 0xFFFFFFFF  # JYTHON-WORKAROUND
             except IndexError:
                 # [PL] if pointer is out of the FAT an exception is raised
-                raise IOError("incorrect OLE FAT, sector index out of range")
+                raise OSError("incorrect OLE FAT, sector index out of range")
         # [PL] Last sector should be a "end of chain" marker:
         if sect != ENDOFCHAIN:
-            raise IOError("incorrect last sector index in OLE stream")
+            raise OSError("incorrect last sector index in OLE stream")
         data = b"".join(data)
         # Data is truncated to the actual stream size:
         if len(data) >= size:
@@ -882,7 +890,7 @@ class _OleStream(io.BytesIO):
         else:
             # read data is less than expected:
             debug("len(data)=%d, size=%d" % (len(data), size))
-            raise IOError("OLE stream size is less than declared")
+            raise OSError("OLE stream size is less than declared")
         # when all data is read in memory, BytesIO constructor is called
         io.BytesIO.__init__(self, data)
         # Then the _OleStream object can be used as a read-only file object.
@@ -892,7 +900,6 @@ class _OleStream(io.BytesIO):
 
 
 class _OleDirectoryEntry:
-
     """
     OLE2 Directory Entry
     """
@@ -945,9 +952,22 @@ class _OleDirectoryEntry:
         # directory:
         self.used = False
         # decode DirEntry
-        (name, namelength, self.entry_type, self.color, self.sid_left, self.sid_right, self.sid_child, clsid, self.dwUserFlags, self.createTime, self.modifyTime, self.isectStart, sizeLow, sizeHigh) = struct.unpack(
-            _OleDirectoryEntry.STRUCT_DIRENTRY, entry
-        )
+        (
+            name,
+            namelength,
+            self.entry_type,
+            self.color,
+            self.sid_left,
+            self.sid_right,
+            self.sid_child,
+            clsid,
+            self.dwUserFlags,
+            self.createTime,
+            self.modifyTime,
+            self.isectStart,
+            sizeLow,
+            sizeHigh,
+        ) = struct.unpack(_OleDirectoryEntry.STRUCT_DIRENTRY, entry)
         if self.entry_type not in [STGTY_ROOT, STGTY_STORAGE, STGTY_STREAM, STGTY_EMPTY]:
             olefile._raise_defect(DEFECT_INCORRECT, "unhandled OLE storage type")
         # only first directory entry can (and should) be root:
@@ -994,7 +1014,9 @@ class _OleDirectoryEntry:
             olefile._raise_defect(DEFECT_POTENTIAL, "OLE storage with size>0")
         # check if stream is not already referenced elsewhere:
         if self.entry_type in (STGTY_ROOT, STGTY_STREAM) and self.size > 0:
-            if self.size < olefile.minisectorcutoff and self.entry_type == STGTY_STREAM:  # only streams can be in MiniFAT
+            if (
+                self.size < olefile.minisectorcutoff and self.entry_type == STGTY_STREAM
+            ):  # only streams can be in MiniFAT
                 # ministream object
                 minifat = True
             else:
@@ -1041,7 +1063,10 @@ class _OleDirectoryEntry:
             self.olefile._raise_defect(DEFECT_FATAL, "OLE DirEntry index out of range")
         # get child direntry:
         child = self.olefile._load_direntry(child_sid)  # direntries[child_sid]
-        debug("append_kids: child_sid=%d - %s - sid_left=%d, sid_right=%d, sid_child=%d" % (child.sid, repr(child.name), child.sid_left, child.sid_right, child.sid_child))
+        debug(
+            "append_kids: child_sid=%d - %s - sid_left=%d, sid_right=%d, sid_child=%d"
+            % (child.sid, repr(child.name), child.sid_left, child.sid_right, child.sid_child)
+        )
         # the directory entries are organized as a red-black tree.
         # (cf. Wikipedia for details)
         # First walk through left side of the tree:
@@ -1154,7 +1179,14 @@ class OleFileIO:
     TIFF files).
     """
 
-    def __init__(self, filename=None, raise_defects=DEFECT_FATAL, write_mode=False, debug=False, path_encoding=DEFAULT_PATH_ENCODING):
+    def __init__(
+        self,
+        filename=None,
+        raise_defects=DEFECT_FATAL,
+        write_mode=False,
+        debug=False,
+        path_encoding=DEFAULT_PATH_ENCODING,
+    ):
         """
         Constructor for the OleFileIO class.
 
@@ -1625,7 +1657,7 @@ class OleFileIO:
             nb_difat = (self.csectFat - 109 + nb_difat_sectors - 1) // nb_difat_sectors
             debug("nb_difat = %d" % nb_difat)
             if self.csectDif != nb_difat:
-                raise IOError("incorrect DIFAT")
+                raise OSError("incorrect DIFAT")
             isect_difat = self.sectDifStart
             for i in iterrange(nb_difat):
                 debug("DIFAT block %d, sector %X" % (i, isect_difat))
@@ -1640,7 +1672,7 @@ class OleFileIO:
             # checks:
             if isect_difat not in [ENDOFCHAIN, FREESECT]:
                 # last DIFAT pointer value must be ENDOFCHAIN or FREESECT
-                raise IOError("incorrect end of DIFAT")
+                raise OSError("incorrect end of DIFAT")
         #          if len(self.fat) != self.csectFat:
         #              # FAT should contain csectFat blocks
         #              print("FAT length: %d instead of %d" % (len(self.fat), self.csectFat))
@@ -1671,7 +1703,10 @@ class OleFileIO:
         #    32 bits indexes:
         nb_minisectors = (self.root.size + self.MiniSectorSize - 1) // self.MiniSectorSize
         used_size = nb_minisectors * 4
-        debug("loadminifat(): minifatsect=%d, nb FAT sectors=%d, used_size=%d, stream_size=%d, nb MiniSectors=%d" % (self.minifatsect, self.csectMiniFat, used_size, stream_size, nb_minisectors))
+        debug(
+            "loadminifat(): minifatsect=%d, nb FAT sectors=%d, used_size=%d, stream_size=%d, nb MiniSectors=%d"
+            % (self.minifatsect, self.csectMiniFat, used_size, stream_size, nb_minisectors)
+        )
         if used_size > stream_size:
             # This is not really a problem, but may indicate a wrong implementation:
             self._raise_defect(DEFECT_INCORRECT, "OLE MiniStream is larger than MiniFAT")
@@ -1827,10 +1862,26 @@ class OleFileIO:
                 size_ministream = self.root.size
                 debug("Opening MiniStream: sect=%d, size=%d" % (self.root.isectStart, size_ministream))
                 self.ministream = self._open(self.root.isectStart, size_ministream, force_FAT=True)
-            return _OleStream(fp=self.ministream, sect=start, size=size, offset=0, sectorsize=self.minisectorsize, fat=self.minifat, filesize=self.ministream.size)
+            return _OleStream(
+                fp=self.ministream,
+                sect=start,
+                size=size,
+                offset=0,
+                sectorsize=self.minisectorsize,
+                fat=self.minifat,
+                filesize=self.ministream.size,
+            )
         else:
             # standard stream
-            return _OleStream(fp=self.fp, sect=start, size=size, offset=self.sectorsize, sectorsize=self.sectorsize, fat=self.fat, filesize=self._filesize)
+            return _OleStream(
+                fp=self.fp,
+                sect=start,
+                size=size,
+                offset=self.sectorsize,
+                sectorsize=self.sectorsize,
+                fat=self.fat,
+                filesize=self._filesize,
+            )
 
     def _list(self, files, prefix, node, streams=True, storages=False):
         """
@@ -1858,7 +1909,9 @@ class OleFileIO:
                     # add it to the list
                     files.append(prefix[1:] + [entry.name])
             else:
-                self._raise_defect(DEFECT_INCORRECT, "The directory tree contains an entry which is not a stream nor a storage.")
+                self._raise_defect(
+                    DEFECT_INCORRECT, "The directory tree contains an entry which is not a stream nor a storage."
+                )
 
     def listdir(self, streams=True, storages=False):
         """
@@ -1900,7 +1953,7 @@ class OleFileIO:
                 if kid.name.lower() == name.lower():
                     break
             else:
-                raise IOError("file not found")
+                raise OSError("file not found")
             node = kid
         return node.sid
 
@@ -1922,7 +1975,7 @@ class OleFileIO:
         sid = self._find(filename)
         entry = self.direntries[sid]
         if entry.entry_type != STGTY_STREAM:
-            raise IOError("this file is not a stream")
+            raise OSError("this file is not a stream")
         return self._open(entry.isectStart, entry.size)
 
     def write_stream(self, stream_name, data):
@@ -1945,7 +1998,7 @@ class OleFileIO:
         sid = self._find(stream_name)
         entry = self.direntries[sid]
         if entry.entry_type != STGTY_STREAM:
-            raise IOError("this is not a stream")
+            raise OSError("this is not a stream")
         size = entry.size
         if size != len(data):
             raise ValueError("write_stream: data must be the same size as the existing stream")
@@ -1970,7 +2023,10 @@ class OleFileIO:
             else:
                 data_sector = data[i * self.sectorsize :]
                 # TODO: comment this if it works
-                debug("write_stream: size=%d sectorsize=%d data_sector=%d size%%sectorsize=%d" % (size, self.sectorsize, len(data_sector), size % self.sectorsize))
+                debug(
+                    "write_stream: size=%d sectorsize=%d data_sector=%d size%%sectorsize=%d"
+                    % (size, self.sectorsize, len(data_sector), size % self.sectorsize)
+                )
                 assert len(data_sector) % self.sectorsize == size % self.sectorsize
             self.write_sect(sect, data_sector)
             #            self.fp.write(data_sector)
@@ -1979,10 +2035,10 @@ class OleFileIO:
                 sect = self.fat[sect]
             except IndexError:
                 # [PL] if pointer is out of the FAT an exception is raised
-                raise IOError("incorrect OLE FAT, sector index out of range")
+                raise OSError("incorrect OLE FAT, sector index out of range")
         # [PL] Last sector should be a "end of chain" marker:
         if sect != ENDOFCHAIN:
-            raise IOError("incorrect last sector index in OLE stream")
+            raise OSError("incorrect last sector index in OLE stream")
 
     def get_type(self, filename):
         """
@@ -2168,7 +2224,10 @@ class OleFileIO:
                     # FILETIME is a 64-bit int: "number of 100ns periods
                     # since Jan 1,1601".
                     if convert_time and id not in no_conversion:
-                        debug("Converting property #%d to python datetime, value=%d=%fs" % (id, value, float(value) / 10000000))
+                        debug(
+                            "Converting property #%d to python datetime, value=%d=%fs"
+                            % (id, value, float(value) / 10000000)
+                        )
                         # convert FILETIME to Python datetime.datetime
                         # inspired from http://code.activestate.com/recipes/511425-filetime-to-datetime/
                         _FILETIME_null_date = datetime.datetime(1601, 1, 1, 0, 0, 0)
@@ -2236,7 +2295,6 @@ class OleFileIO:
 # storage file.
 
 if __name__ == "__main__disabled":
-
     # Standard Libraries
     import sys
 
@@ -2288,7 +2346,35 @@ For more information, see http://www.decalage.info/olefile
                             v = v[:50]
                     if isinstance(v, bytes):
                         # quick and dirty binary check:
-                        for c in (1, 2, 3, 4, 5, 6, 7, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31):
+                        for c in (
+                            1,
+                            2,
+                            3,
+                            4,
+                            5,
+                            6,
+                            7,
+                            11,
+                            12,
+                            14,
+                            15,
+                            16,
+                            17,
+                            18,
+                            19,
+                            20,
+                            21,
+                            22,
+                            23,
+                            24,
+                            25,
+                            26,
+                            27,
+                            28,
+                            29,
+                            30,
+                            31,
+                        ):
                             if c in bytearray(v):
                                 v = "(binary data)"
                                 break
@@ -2392,9 +2478,15 @@ def find_rc4_passinfo_xls(filename, stream, hashcat_format=True):
 
         if type == 0x2F:  # FILEPASS
             if length == 4:  # Excel 95 XOR obfuscation
-                sys.stderr.write("%s : Excel 95 XOR obfuscation detected, key : %s, hash : %s\n" % (filename, binascii.hexlify(data[0:2]), binascii.hexlify(data[2:4])))
+                sys.stderr.write(
+                    "%s : Excel 95 XOR obfuscation detected, key : %s, hash : %s\n"
+                    % (filename, binascii.hexlify(data[0:2]), binascii.hexlify(data[2:4]))
+                )
             elif data[0:2] == b"\x00\x00":  # XOR obfuscation
-                sys.stderr.write("%s : XOR obfuscation detected, key : %s, hash : %s\n" % (filename, binascii.hexlify(data[2:4]), binascii.hexlify(data[4:6])))
+                sys.stderr.write(
+                    "%s : XOR obfuscation detected, key : %s, hash : %s\n"
+                    % (filename, binascii.hexlify(data[2:4]), binascii.hexlify(data[4:6]))
+                )
             elif data[0:6] == b"\x01\x00\x01\x00\x01\x00":
                 # RC4 encryption header structure
                 data = data[6:]
@@ -2402,7 +2494,9 @@ def find_rc4_passinfo_xls(filename, stream, hashcat_format=True):
                 verifier = data[16:32]
                 verifierHash = data[32:48]
                 return (salt, verifier, verifierHash)
-            elif data[0:4] == b"\x01\x00\x02\x00" or data[0:4] == b"\x01\x00\x03\x00" or data[0:4] == b"\x01\x00\x04\x00":
+            elif (
+                data[0:4] == b"\x01\x00\x02\x00" or data[0:4] == b"\x01\x00\x03\x00" or data[0:4] == b"\x01\x00\x04\x00"
+            ):
                 # If RC4 CryptoAPI encryption is used, certain storages and streams are stored in Encryption Stream
                 stm = StringIO(data)
                 stm.read(2)  # unused
@@ -2455,12 +2549,26 @@ def find_rc4_passinfo_xls(filename, stream, hashcat_format=True):
 
                 if hashcat_format:
                     sys.stdout.write(
-                        "$oldoffice$%s*%s*%s*%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra)
+                        "$oldoffice$%s*%s*%s*%s%s\n"
+                        % (
+                            typ,
+                            binascii.hexlify(salt).decode("ascii"),
+                            binascii.hexlify(encryptedVerifier).decode("ascii"),
+                            binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                            second_block_extra,
+                        )
                     )
                 else:
                     sys.stdout.write(
                         "%s:$oldoffice$%s*%s*%s*%s%s\n"
-                        % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra)
+                        % (
+                            os.path.basename(filename),
+                            typ,
+                            binascii.hexlify(salt).decode("ascii"),
+                            binascii.hexlify(encryptedVerifier).decode("ascii"),
+                            binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                            second_block_extra,
+                        )
                     )
 
     return None
@@ -2486,7 +2594,9 @@ def find_table(filename, stream):
     if F == 1 and M == 1:
         stream.read(2)  # unused
         i_key = stream.read(4)
-        sys.stderr.write("%s : XOR obfuscation detected, Password Verifier : %s\n" % (filename, binascii.hexlify(i_key)))
+        sys.stderr.write(
+            "%s : XOR obfuscation detected, Password Verifier : %s\n" % (filename, binascii.hexlify(i_key))
+        )
         return "none"
     if F == 0:
         sys.stderr.write("%s : Document is not encrypted!\n" % (filename))
@@ -2576,12 +2686,28 @@ def find_rc4_passinfo_doc(filename, stream, hashcat_format=True):
 
         if hashcat_format:
             sys.stdout.write(
-                "$oldoffice$%s*%s*%s*%s%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra, summary_extra)
+                "$oldoffice$%s*%s*%s*%s%s%s\n"
+                % (
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                    summary_extra,
+                )
             )
         else:
             sys.stdout.write(
                 "%s:$oldoffice$%s*%s*%s*%s%s%s\n"
-                % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra, summary_extra)
+                % (
+                    os.path.basename(filename),
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                    summary_extra,
+                )
             )
 
     else:
@@ -2689,11 +2815,27 @@ def find_rc4_passinfo_ppt(filename, stream, offset, hashcat_format=True):
             stream.seek(offset_cur)  # to be safe, seek back to old pos (not really needed)
 
         if hashcat_format:
-            sys.stdout.write("$oldoffice$%s*%s*%s*%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra))
+            sys.stdout.write(
+                "$oldoffice$%s*%s*%s*%s%s\n"
+                % (
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
+            )
         else:
             sys.stdout.write(
                 "%s:$oldoffice$%s*%s*%s*%s%s\n"
-                % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra)
+                % (
+                    os.path.basename(filename),
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
             )
         return True
     else:
@@ -2774,11 +2916,27 @@ def find_rc4_passinfo_ppt_bf(filename, stream, offset, hashcat_format=True):
 
         found = True
         if hashcat_format:
-            sys.stdout.write("$oldoffice$%s*%s*%s*%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra))
+            sys.stdout.write(
+                "$oldoffice$%s*%s*%s*%s%s\n"
+                % (
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
+            )
         else:
             sys.stdout.write(
                 "%s:$oldoffice$%s*%s*%s*%s%s\n"
-                % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra)
+                % (
+                    os.path.basename(filename),
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
             )
 
     if not found:
@@ -2863,11 +3021,27 @@ def process_access_2007_older_crypto(filename, hashcat_format=True):
             second_block_extra = "*%s" % binascii.hexlify(second_block_bytes).decode("ascii")
 
         if hashcat_format:
-            sys.stdout.write("$oldoffice$%s*%s*%s*%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra))
+            sys.stdout.write(
+                "$oldoffice$%s*%s*%s*%s%s\n"
+                % (
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
+            )
         else:
             sys.stdout.write(
                 "%s:$oldoffice$%s*%s*%s*%s%s\n"
-                % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash).decode("ascii"), second_block_extra)
+                % (
+                    os.path.basename(filename),
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash).decode("ascii"),
+                    second_block_extra,
+                )
             )
         break
 
@@ -2930,7 +3104,15 @@ def process_new_office(filename, hashcat_format=True):
         if hashcat_format:
             sys.stdout.write(
                 "$office$*%d*%d*%d*%d*%s*%s*%s\n"
-                % (2007, verifierHashSize, keySize, saltSize, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(encryptedVerifier).decode("ascii"), binascii.hexlify(encryptedVerifierHash)[0:64].decode("ascii"))
+                % (
+                    2007,
+                    verifierHashSize,
+                    keySize,
+                    saltSize,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(encryptedVerifier).decode("ascii"),
+                    binascii.hexlify(encryptedVerifierHash)[0:64].decode("ascii"),
+                )
             )
         else:
             sys.stdout.write(
@@ -2969,11 +3151,15 @@ def xml_metadata_parser(data, filename, hashcat_format=True):
         elif hashAlgorithm == "SHA512":
             version = 2013
         else:
-            sys.stderr.write("%s uses un-supported hashing algorithm %s, please file a bug! \n" % (filename, hashAlgorithm))
+            sys.stderr.write(
+                "%s uses un-supported hashing algorithm %s, please file a bug! \n" % (filename, hashAlgorithm)
+            )
             return -3
         cipherAlgorithm = node.attrib.get("cipherAlgorithm")
         if not cipherAlgorithm.find("AES") > -1:
-            sys.stderr.write("%s uses un-supported cipher algorithm %s, please file a bug! \n" % (filename, cipherAlgorithm))
+            sys.stderr.write(
+                "%s uses un-supported cipher algorithm %s, please file a bug! \n" % (filename, cipherAlgorithm)
+            )
             return -4
 
         saltValue = node.attrib.get("saltValue")
@@ -2987,15 +3173,42 @@ def xml_metadata_parser(data, filename, hashcat_format=True):
 
         if PY3:
             saltAscii = binascii.hexlify(base64.decodebytes(saltValue.encode())).decode("ascii")
-            encryptedVerifierHashAscii = binascii.hexlify(base64.decodebytes(encryptedVerifierHashInput.encode())).decode("ascii")
+            encryptedVerifierHashAscii = binascii.hexlify(
+                base64.decodebytes(encryptedVerifierHashInput.encode())
+            ).decode("ascii")
         else:
             saltAscii = binascii.hexlify(base64.decodestring(saltValue.encode())).decode("ascii")
-            encryptedVerifierHashAscii = binascii.hexlify(base64.decodestring(encryptedVerifierHashInput.encode())).decode("ascii")
+            encryptedVerifierHashAscii = binascii.hexlify(
+                base64.decodestring(encryptedVerifierHashInput.encode())
+            ).decode("ascii")
 
         if hashcat_format:
-            sys.stdout.write("$office$*%d*%d*%d*%d*%s*%s*%s\n" % (version, int(spinCount), int(keyBits), int(saltSize), saltAscii, encryptedVerifierHashAscii, encryptedVerifierHashValue[0:64].decode("ascii")))
+            sys.stdout.write(
+                "$office$*%d*%d*%d*%d*%s*%s*%s\n"
+                % (
+                    version,
+                    int(spinCount),
+                    int(keyBits),
+                    int(saltSize),
+                    saltAscii,
+                    encryptedVerifierHashAscii,
+                    encryptedVerifierHashValue[0:64].decode("ascii"),
+                )
+            )
         else:
-            sys.stdout.write("%s:$office$*%d*%d*%d*%d*%s*%s*%s\n" % (os.path.basename(filename), version, int(spinCount), int(keyBits), int(saltSize), saltAscii, encryptedVerifierHashAscii, encryptedVerifierHashValue[0:64].decode("ascii")))
+            sys.stdout.write(
+                "%s:$office$*%d*%d*%d*%d*%s*%s*%s\n"
+                % (
+                    os.path.basename(filename),
+                    version,
+                    int(spinCount),
+                    int(keyBits),
+                    int(saltSize),
+                    saltAscii,
+                    encryptedVerifierHashAscii,
+                    encryptedVerifierHashValue[0:64].decode("ascii"),
+                )
+            )
         return 0
 
 
@@ -3162,9 +3375,28 @@ def process_file(filename, hashcat_format=True):
     #     summary_extra = ":::%s::%s" % (summary, filename)
 
     if hashcat_format:
-        sys.stdout.write("$oldoffice$%s*%s*%s*%s%s\n" % (typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(verifier).decode("ascii"), binascii.hexlify(verifierHash).decode("ascii"), summary_extra))
+        sys.stdout.write(
+            "$oldoffice$%s*%s*%s*%s%s\n"
+            % (
+                typ,
+                binascii.hexlify(salt).decode("ascii"),
+                binascii.hexlify(verifier).decode("ascii"),
+                binascii.hexlify(verifierHash).decode("ascii"),
+                summary_extra,
+            )
+        )
     else:
-        sys.stdout.write("%s:$oldoffice$%s*%s*%s*%s%s\n" % (os.path.basename(filename), typ, binascii.hexlify(salt).decode("ascii"), binascii.hexlify(verifier).decode("ascii"), binascii.hexlify(verifierHash).decode("ascii"), summary_extra))
+        sys.stdout.write(
+            "%s:$oldoffice$%s*%s*%s*%s%s\n"
+            % (
+                os.path.basename(filename),
+                typ,
+                binascii.hexlify(salt).decode("ascii"),
+                binascii.hexlify(verifier).decode("ascii"),
+                binascii.hexlify(verifierHash).decode("ascii"),
+                summary_extra,
+            )
+        )
 
     workbookStream.close()
     ole.close()
@@ -3173,7 +3405,6 @@ def process_file(filename, hashcat_format=True):
 
 
 def extract_file_encryption_hash(filename, hashcat_format=True):
-
     with io.StringIO() as buf, redirect_stdout(buf):
         process_file(filename, hashcat_format)
         return buf.getvalue().strip()
@@ -3190,4 +3421,4 @@ def extract_file_encryption_hash(filename, hashcat_format=True):
 #         if not PY3:
 #             ret = process_file_string(sys.argv[i].decode("utf8"))
 #         else:
-#             ret = process_file_string(sys.argv[i])
\ No newline at end of file
+#             ret = process_file_string(sys.argv[i])
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
index bc04ae5..93425fa 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
@@ -7,7 +7,6 @@ import structlog
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
index e2c4b89..67bf373 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
@@ -6,10 +6,9 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from pypdf import PdfReader
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.pdf.pdf2john import PdfParser
+from pypdf import PdfReader
 
 logger = structlog.get_logger(module=__name__)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
index d9d2469..cdfaf9a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
@@ -8,7 +8,6 @@ import yara_x
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
index 2fb97c5..f9029b4 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
@@ -8,7 +8,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
index b7bbc15..3273b01 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
@@ -9,7 +9,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
index 3627a49..1f129d4 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
@@ -9,7 +9,6 @@ import yara_x
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
index 8d4d1dd..b877bac 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
@@ -8,7 +8,6 @@ import structlog
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
index 2292629..c72c150 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
@@ -8,7 +8,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
index ebf0edf..fec5cae 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
@@ -9,7 +9,6 @@ import yara_x
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
index cffce2d..8f9b675 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
@@ -8,7 +8,6 @@ from common.models import EnrichmentResult, FileObject, Finding, FindingCategory
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from Crypto.Cipher import DES
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 logger = structlog.get_logger(module=__name__)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
index f51e6b1..d8b460f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
@@ -5,7 +5,6 @@ import structlog
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.yara.yara_manager import YaraRuleManager
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
index 639e1a3..36a07d7 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
@@ -2,7 +2,6 @@ import glob
 import os
 import threading
 from datetime import UTC, datetime
-from typing import Optional
 
 import plyara
 import psycopg
@@ -25,7 +24,7 @@ class YaraRuleManager:
     def __init__(self):
         self.parser = plyara.Plyara()
         self._compiler = yara_x.Compiler()
-        self._compiled_rules: Optional[yara_x.Rules] = None
+        self._compiled_rules: yara_x.Rules | None = None
 
         with DaprClient() as client:
             secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
@@ -39,7 +38,7 @@ class YaraRuleManager:
         # Then load enabled rules from database
         self.load_rules()
 
-    def _get_scanner(self) -> Optional[yara_x.Scanner]:
+    def _get_scanner(self) -> yara_x.Scanner | None:
         """Get or create thread-local scanner instance."""
         if not hasattr(self._thread_local, "scanner"):
             if self._compiled_rules:
@@ -132,7 +131,7 @@ class YaraRuleManager:
             logger.exception(e, message="Error processing disk rules")
             raise
 
-    def get_rule_content(self, rule_name: str) -> Optional[str]:
+    def get_rule_content(self, rule_name: str) -> str | None:
         """
         Retrieve the content of a Yara rule by name.
 
diff --git a/tools/clean_dev_docker.sh b/tools/clean_dev_docker.sh
index 867f324..fae83a3 100755
--- a/tools/clean_dev_docker.sh
+++ b/tools/clean_dev_docker.sh
@@ -1,5 +1,6 @@
 docker ps -a --filter "name=nemesis-*" --format '{{.Names}}' | xargs -r docker rm -v -f
-docker images ghcr.io/specterops/nemesis/* --format '{{.Repository}}' 2>&1 | grep -Ev "base|inspect-ass" | xargs -r docker rmi -f
+docker images ghcr.io/specterops/nemesis/* --format '{{.Repository}}' 2>&1 | grep -Ev "base" | xargs -r docker rmi -f
+docker images 'nemesis-*' --format '{{.Repository}}' 2>&1 | grep -Ev "base" | xargs -r docker rmi -f
 docker network ls --filter "name=nemesis*" --format '{{.Name}}' | grep -Ev "base" | xargs -r docker network rm
 docker volume ls --filter "name=nemesis*" --format '{{.Name}}' | grep -v "base" | xargs -r docker volume rm
 docker builder prune -af

From 77a10a75fb66fc388d68dc54a59c3500bdea396c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 8 Sep 2025 16:38:23 -0700
Subject: [PATCH 051/279] add repositories

---
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |  2 +
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 13 ++---
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  | 11 +++-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 53 +++++++++++++++----
 .../nemesis_dpapi/repositories.py             | 18 ++++++-
 .../nemesis_dpapi/storage_in_memory.py        | 21 +++++++-
 .../nemesis_dpapi/storage_postgres.py         | 37 ++++++++++++-
 libs/nemesis_dpapi/tests/test_core.py         |  9 ++--
 .../routes/masterkey_decryptor.py             | 27 ++++++++--
 tools/clean_dev_docker.sh                     |  6 +++
 10 files changed, 167 insertions(+), 30 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 9f7a285..8c35cf5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -5,6 +5,7 @@ from .crypto import CredKey, CredKeyHashType, DpapiCrypto, MasterKeyEncryptionKe
 from .exceptions import (
     DpapiBlobDecryptionError,
     DpapiError,
+    MasterKeyDecryptionError,
     MasterKeyNotDecryptedError,
     MasterKeyNotFoundError,
     StorageError,
@@ -22,6 +23,7 @@ __all__ = [
     "DpapiManager",
     "DpapiSystemCredential",
     "MasterKey",
+    "MasterKeyDecryptionError",
     "MasterKeyEncryptionKey",
     "MasterKeyFile",
     "MasterKeyFilter",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 08e4777..a3ea1be 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -8,12 +8,7 @@ from uuid import UUID
 
 from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
-from impacket.dpapi import (
-    DPAPI_DOMAIN_RSA_MASTER_KEY,
-    PRIVATE_KEY_BLOB,
-    PVK_FILE_HDR,
-    privatekeyblob_to_pkcs1,
-)
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
 from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
@@ -89,8 +84,8 @@ class MasterKey(BaseModel):
             A new MasterKey instance with decrypted plaintext_key and plaintext_key_sha1
 
         Raises:
-            ValueError: If encrypted_key_usercred is None or decryption fails
-            MasterKeyDecryptionError: If master key decryption fails
+            ValueError: If encrypted_key_usercred is None
+            MasterKeyDecryptionError: If decryption fails
         """
         if self.encrypted_key_usercred is None:
             raise ValueError("No encrypted user credential key available for decryption")
@@ -103,7 +98,6 @@ class MasterKey(BaseModel):
 
         plaintext_key_sha1 = SHA1.new(plaintext_mk).digest()
 
-        # Return a new MasterKey instance with decrypted data
         return self.model_copy(
             update={
                 "plaintext_key": plaintext_mk,
@@ -409,6 +403,7 @@ class DomainBackupKey(BaseModel):
 
         return MasterKey(
             guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
             encrypted_key_backup=masterkey_file.domain_backup_key,
             plaintext_key=plaintext_key,
             plaintext_key_sha1=plaintext_key_sha1,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index 1ec91f8..2e09235 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -30,7 +30,16 @@ class NewDomainBackupKeyEvent:
     timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
 
 
-type DpapiEvent = NewEncryptedMasterKeyEvent | NewPlaintextMasterKeyEvent | NewDomainBackupKeyEvent
+@dataclass
+class NewDpapiSystemCredentialEvent:
+    """Event emitted when a new DPAPI system credential is added"""
+
+    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+
+
+type DpapiEvent = (
+    NewEncryptedMasterKeyEvent | NewPlaintextMasterKeyEvent | NewDomainBackupKeyEvent | NewDpapiSystemCredentialEvent
+)
 
 
 class DpapiObserver:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 62204ad..0ced714 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -9,13 +9,36 @@ from Crypto.Hash import SHA1
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
 from .crypto import DpapiCrypto
-from .eventing import NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent, NewPlaintextMasterKeyEvent, Publisher
-from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
-from .storage_in_memory import InMemoryDomainBackupKeyRepository, InMemoryMasterKeyRepository
-from .storage_postgres import PostgresDomainBackupKeyRepository, PostgresMasterKeyRepository, create_tables
+from .eventing import (
+    NewDomainBackupKeyEvent,
+    NewDpapiSystemCredentialEvent,
+    NewEncryptedMasterKeyEvent,
+    NewPlaintextMasterKeyEvent,
+    Publisher,
+)
+from .exceptions import (
+    DpapiBlobDecryptionError,
+    MasterKeyNotDecryptedError,
+    MasterKeyNotFoundError,
+)
+from .storage_in_memory import (
+    InMemoryDomainBackupKeyRepository,
+    InMemoryDpapiSystemCredentialRepository,
+    InMemoryMasterKeyRepository,
+)
+from .storage_postgres import (
+    PostgresDomainBackupKeyRepository,
+    PostgresDpapiSystemCredentialRepository,
+    PostgresMasterKeyRepository,
+    create_tables,
+)
 
 if TYPE_CHECKING:
-    from .repositories import DomainBackupKeyRepository, MasterKeyRepository
+    from .repositories import (
+        DomainBackupKeyRepository,
+        DpapiSystemCredentialRepository,
+        MasterKeyRepository,
+    )
 
 from .repositories import MasterKeyFilter
 
@@ -24,7 +47,9 @@ from .repositories import MasterKeyFilter
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
+    def __init__(
+        self, storage_backend: str = "memory", auto_decrypt: bool = True
+    ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -41,6 +66,7 @@ class DpapiManager(Publisher):
         # Storage-related fields
         self._masterkey_repo: MasterKeyRepository
         self._backup_key_repo: DomainBackupKeyRepository
+        self._dpapi_system_cred_repo: DpapiSystemCredentialRepository
         self._pg_pool: asyncpg.Pool | None = None
 
         # Set up auto-decryption if enabled
@@ -53,6 +79,7 @@ class DpapiManager(Publisher):
         if self._storage_backend == "memory":
             self._masterkey_repo = InMemoryMasterKeyRepository()
             self._backup_key_repo = InMemoryDomainBackupKeyRepository()
+            self._dpapi_system_cred_repo = InMemoryDpapiSystemCredentialRepository()
         elif self._storage_backend.startswith("postgres://"):
             # Initialize PostgreSQL connection pool
             pool = await asyncpg.create_pool(self._storage_backend)
@@ -63,6 +90,9 @@ class DpapiManager(Publisher):
 
             self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
             self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
+            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(
+                self._pg_pool
+            )
         else:
             raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
 
@@ -121,12 +151,17 @@ class DpapiManager(Publisher):
         self.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
     async def add_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add a domain backup key and decrypt all compatible masterkeys.
+        """Add a DPAPI system credential.
 
         Args:
-            backup_key: Domain backup key to add
+            cred: DPAPI system credential to add
         """
-        raise NotImplementedError("Adding DPAPI system credentials is not implemented yet.")
+        if not self._initialized:
+            await self._initialize_storage()
+
+        await self._dpapi_system_cred_repo.add_credential(cred)
+
+        self.publish(NewDpapiSystemCredentialEvent())
 
     async def decrypt_blob(self, blob: Blob) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 6035873..d768c34 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -4,7 +4,7 @@ from enum import Enum
 from typing import Protocol
 from uuid import UUID
 
-from .core import DomainBackupKey, MasterKey
+from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
 
 
 class MasterKeyFilter(Enum):
@@ -64,3 +64,19 @@ class DomainBackupKeyRepository(Protocol):
     async def delete_backup_key(self, guid: UUID) -> None:
         """Delete a backup key by GUID."""
         ...
+
+
+class DpapiSystemCredentialRepository(Protocol):
+    """Protocol for DPAPI system credential storage operations."""
+
+    async def add_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add a DPAPI system credential to storage."""
+        ...
+
+    async def get_all_credentials(self) -> list[DpapiSystemCredential]:
+        """Retrieve all DPAPI system credentials."""
+        ...
+
+    async def delete_all_credentials(self) -> None:
+        """Delete all DPAPI system credentials."""
+        ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 8dd8ccf..03bff25 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -2,7 +2,7 @@
 
 from uuid import UUID
 
-from .core import DomainBackupKey, MasterKey
+from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
 from .exceptions import StorageError
 from .repositories import MasterKeyFilter
 
@@ -79,3 +79,22 @@ class InMemoryDomainBackupKeyRepository:
         if guid not in self._backup_keys:
             raise StorageError(f"Domain backup key {guid} not found")
         del self._backup_keys[guid]
+
+
+class InMemoryDpapiSystemCredentialRepository:
+    """In-memory storage for DPAPI system credentials."""
+
+    def __init__(self) -> None:
+        self._credentials: list[DpapiSystemCredential] = []
+
+    async def add_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add a DPAPI system credential to storage."""
+        self._credentials.append(cred)
+
+    async def get_all_credentials(self) -> list[DpapiSystemCredential]:
+        """Retrieve all DPAPI system credentials."""
+        return list(self._credentials)
+
+    async def delete_all_credentials(self) -> None:
+        """Delete all DPAPI system credentials."""
+        self._credentials.clear()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 212a14b..43fe649 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -4,7 +4,7 @@ from uuid import UUID
 
 import asyncpg
 
-from .core import DomainBackupKey, MasterKey
+from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
 from .exceptions import StorageError
 from .repositories import MasterKeyFilter
 
@@ -150,6 +150,33 @@ class PostgresDomainBackupKeyRepository:
                 raise StorageError(f"Domain backup key {guid} not found")
 
 
+class PostgresDpapiSystemCredentialRepository:
+    """PostgreSQL storage for DPAPI system credentials."""
+
+    def __init__(self, connection_pool: asyncpg.Pool) -> None:
+        self.pool = connection_pool
+
+    async def add_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add a DPAPI system credential to storage."""
+        async with self.pool.acquire() as conn:
+            await conn.execute(
+                "INSERT INTO dpapi_system_credentials (user_key, machine_key) VALUES ($1, $2)",
+                cred.user_key,
+                cred.machine_key,
+            )
+
+    async def get_all_credentials(self) -> list[DpapiSystemCredential]:
+        """Retrieve all DPAPI system credentials."""
+        async with self.pool.acquire() as conn:
+            rows = await conn.fetch("SELECT * FROM dpapi_system_credentials")
+            return [DpapiSystemCredential(user_key=row["user_key"], machine_key=row["machine_key"]) for row in rows]
+
+    async def delete_all_credentials(self) -> None:
+        """Delete all DPAPI system credentials."""
+        async with self.pool.acquire() as conn:
+            await conn.execute("DELETE FROM dpapi_system_credentials")
+
+
 async def create_tables(connection_pool: asyncpg.Pool) -> None:
     """Create database tables for DPAPI storage."""
     async with connection_pool.acquire() as conn:
@@ -171,3 +198,11 @@ async def create_tables(connection_pool: asyncpg.Pool) -> None:
                 domain_controller TEXT
             )
         """)
+
+        await conn.execute("""
+            CREATE TABLE IF NOT EXISTS dpapi_system_credentials (
+                id SERIAL PRIMARY KEY,
+                user_key BYTEA NOT NULL,
+                machine_key BYTEA NOT NULL
+            )
+        """)
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 2198949..7bcd47b 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -317,10 +317,13 @@ class TestDomainBackupKey:
 
         manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
         await manager.add_domain_backup_key(backup_key)
+
         await manager.add_masterkey(
-            decrypted_masterkey.guid,
-            plaintext_key=decrypted_masterkey.plaintext_key,
-            plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1
+            MasterKey(
+                guid=decrypted_masterkey.guid,
+                plaintext_key=decrypted_masterkey.plaintext_key,
+                plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1,
+            )
         )
 
         assert blob.masterkey_guid == masterkey_file.masterkey_guid
diff --git a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
index 63295fa..a34ed19 100644
--- a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
+++ b/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
@@ -2,8 +2,16 @@ import asyncio
 from typing import Union
 
 from common.logger import get_logger
-from common.models2.dpapi import CredKeyCredential, NtlmHashCredential, PasswordCredential
-from nemesis_dpapi import CredKey, CredKeyHashType, DpapiManager, MasterKeyEncryptionKey, MasterKeyFilter
+from common.models2.dpapi import CredKeyCredential, DpapiSystemCredentialRequest, NtlmHashCredential, PasswordCredential
+from nemesis_dpapi import (
+    CredKey,
+    CredKeyHashType,
+    DpapiManager,
+    MasterKeyDecryptionError,
+    MasterKeyEncryptionKey,
+    MasterKeyFilter,
+)
+from nemesis_dpapi.core import DpapiSystemCredential
 
 logger = get_logger(__name__)
 
@@ -15,6 +23,14 @@ class MasterKeyDecryptor:
         self.dpapi_manager = dpapi_manager
         self._background_tasks = set()
 
+    async def process_dpapi_system_credential(self, request: DpapiSystemCredentialRequest) -> dict:
+        """Handle DPAPI_SYSTEM credential submissions."""
+
+        cred = DpapiSystemCredential.from_bytes(bytes.fromhex(request))
+        MasterKeyEncryptionKey.from_dpapi_system_cred(request.value)
+
+        return {"status": "success", "type": "dpapi_system", "message": "DPAPI_SYSTEM credential processing started"}
+
     async def process_password_based_credential(
         self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
     ) -> dict:
@@ -35,6 +51,7 @@ class MasterKeyDecryptor:
         try:
             logger.info(f"Starting background decryption for credential type: {credential_type}")
 
+            # Get encrypted master keys
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
             decrypted_count = 0
@@ -45,10 +62,10 @@ class MasterKeyDecryptor:
                 for mk_key in mk_keys_to_try:
                     try:
                         plaintext_mk = masterkey.decrypt(mk_key)
-                        await self.dpapi_manager._masterkey_repo.add_masterkey(plaintext_mk)
+                        await self.dpapi_manager.add_masterkey(plaintext_mk)
                         decrypted_count += 1
                         logger.info(f"Successfully decrypted master key with {credential_type}")
-                    except Exception as e:
+                    except MasterKeyDecryptionError as e:
                         # Continue trying other credentials on failure
                         logger.debug(f"Failed to decrypt master key: {e}")
                         continue
@@ -57,7 +74,7 @@ class MasterKeyDecryptor:
             logger.info(f"Background decryption completed. Decrypted {decrypted_count} master keys")
 
         except Exception as e:
-            logger.error(f"Error in background decryption task: {e}")
+            logger.error(f"Error in background masterkey decryption task. Cred type: {credential_type}. Error: {e}")
 
     def _generate_mk_encryption_keys(
         self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
diff --git a/tools/clean_dev_docker.sh b/tools/clean_dev_docker.sh
index fae83a3..9cfdbb1 100755
--- a/tools/clean_dev_docker.sh
+++ b/tools/clean_dev_docker.sh
@@ -1,3 +1,9 @@
+# For Nemesis-related docker components (i.e. it won't do this for any non-Nemesis stuff):)
+# - Stops/removes the containers
+# - Deletes/prunes the images
+# - Deletes networks, and volumes
+# - Cleans the builder cache
+
 docker ps -a --filter "name=nemesis-*" --format '{{.Names}}' | xargs -r docker rm -v -f
 docker images ghcr.io/specterops/nemesis/* --format '{{.Repository}}' 2>&1 | grep -Ev "base" | xargs -r docker rmi -f
 docker images 'nemesis-*' --format '{{.Repository}}' 2>&1 | grep -Ev "base" | xargs -r docker rmi -f

From 9beacde568fd3982280b4487688919b59fd7a7da Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 9 Sep 2025 01:30:21 -0700
Subject: [PATCH 052/279] DPAPI system auto-decryption, fix routes

- Wired in auto-decryption using the DPAPI_SYSTEM key
- fixed up the web-api/file-enrichment DPAPI routes
- Added all cred key variants to UI
- Added description text in DPAPI UI
- Fixup examples+tests
---
 libs/common/common/models2/dpapi.py           | 102 +++++++++++++++---
 libs/nemesis_dpapi/examples/example.py        |  44 ++++----
 .../examples/masterkey_auto_decrypt.py        |  94 +++++++++-------
 .../examples/masterkey_decrypt.py             |  85 ---------------
 .../nemesis_dpapi/auto_decrypt.py             |  46 +++++++-
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  45 ++++++--
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |   3 +
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  17 +--
 .../nemesis_dpapi}/masterkey_decryptor.py     |  87 ++++++++-------
 .../file_enrichment/routes/dpapi.py           |  66 ++++++------
 .../Dpapi/DpapiSubmitCredential.jsx           |  48 ++++++---
 11 files changed, 358 insertions(+), 279 deletions(-)
 delete mode 100644 libs/nemesis_dpapi/examples/masterkey_decrypt.py
 rename {projects/file_enrichment/file_enrichment/routes => libs/nemesis_dpapi/nemesis_dpapi}/masterkey_decryptor.py (52%)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 8d63163..d01169a 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -4,37 +4,100 @@ import re
 from typing import Literal
 from uuid import UUID
 
+from common.logger import get_logger
 from nemesis_dpapi.types import Sid
 from pydantic import BaseModel, Field, field_serializer, field_validator
 
+logger = get_logger(__name__)
 
-class PasswordCredential(BaseModel):
-    """Plain text password credential requiring user SID."""
+
+class PasswordCredentialKey(BaseModel):
+    """Use a plaintext password to derive a DPAPI credential key."""
+
+    model_config = {"frozen": True, "extra": "forbid"}
 
     type: Literal["password"]
     value: str  # Plain text password
-    user_sid: Sid  # Required for password-based credentials
+    user_sid: Sid  # Required for to derive MK encryption keys
 
 
-class NtlmHashCredential(BaseModel):
-    """NTLM hash credential requiring user SID."""
+class NtlmHashCredentialKey(BaseModel):
+    """Use an NTLM hash to derive a DPAPI credential key."""
 
-    type: Literal["ntlm_hash"]
-    value: str  # Hex string representation of NTLM hash
-    user_sid: Sid  # Required for NTLM hash credentials
+    model_config = {"frozen": True, "extra": "forbid"}
+
+    type: Literal["cred_key_ntlm"]
+    value: str  # Hex string representation of NTLM hash (16 bytes)
+    user_sid: Sid  # Required for to derive MK encryption keys
+
+    @field_validator("value")
+    @classmethod
+    def validate_ntlm_hash_length(cls, v):
+        """Validate that value is exactly 32 hex characters (16 bytes)."""
+        if len(v) != 32:
+            raise ValueError(
+                f"NTLM hash value must be exactly 32 hex characters (16 bytes), got {len(v)} characters"
+            )
+        if not re.match(r"^[0-9a-fA-F]+$", v):
+            raise ValueError(
+                "NTLM hash value must contain only hex characters (0-9, a-f, A-F)"
+            )
+        return v
 
 
-class CredKeyCredential(BaseModel):
-    """Credential key requiring user SID."""
+class Sha1CredentialKey(BaseModel):
+    """Use a SHA1 hash to derive a DPAPI credential key."""
 
-    type: Literal["cred_key"]
-    value: str  # Hex string representation of credential key
-    user_sid: Sid  # Required for credential key
+    model_config = {"frozen": True, "extra": "forbid"}
+
+    type: Literal["cred_key_sha1"]
+    value: str  # Hex string representation of credential key (20 bytes)
+    user_sid: Sid  # Required for to derive MK encryption keys
+
+    @field_validator("value")
+    @classmethod
+    def validate_cred_key_length(cls, v):
+        """Validate that value is either 40 hex characters (20 bytes)."""
+        if len(v) == 40:
+            raise ValueError(
+                f"SHA1 credential key value must be 40 hex characters (20 bytes), got {len(v)} characters"
+            )
+        if not re.match(r"^[0-9a-fA-F]+$", v):
+            raise ValueError(
+                "SHA1 Credential key value must contain only hex characters (0-9, a-f, A-F)"
+            )
+        return v
+
+
+class Pbkdf2StrongCredentialKey(BaseModel):
+    """Credential key object."""
+
+    model_config = {"frozen": True, "extra": "forbid"}
+
+    type: Literal["cred_key_pbkdf2"]
+    value: str  # Hex string representation of credential key (either 16)
+    user_sid: Sid  # Required for to derive MK encryption keys
+
+    @field_validator("value")
+    @classmethod
+    def validate_cred_key_length(cls, v):
+        """Validate that value is either 32 hex characters (16 bytes)."""
+        if len(v) != 32:
+            raise ValueError(
+                f"Secure credential key (PBKDF2) value must be exactly 32 hex characters (16 bytes), got {len(v)} characters"
+            )
+        if not re.match(r"^[0-9a-fA-F]+$", v):
+            raise ValueError(
+                "Secure credential key (PBKDF2) value must contain only hex characters (0-9, a-f, A-F)"
+            )
+        return v
 
 
 class DomainBackupKeyCredential(BaseModel):
     """Domain backup key credential (PVK format)."""
 
+    model_config = {"frozen": True, "extra": "forbid"}
+
     type: Literal["domain_backup_key"]
     value: str  # Base64 encoded PVK data
     guid: str  # Domain backup key GUID (UUID format)
@@ -54,6 +117,8 @@ class DomainBackupKeyCredential(BaseModel):
 class MasterKeyData(BaseModel):
     """Strongly typed master key data."""
 
+    model_config = {"frozen": True, "extra": "forbid"}
+
     guid: UUID = Field(description="Master key GUID")
     key_hex: str = Field(
         description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$"
@@ -67,6 +132,8 @@ class MasterKeyData(BaseModel):
 class DecryptedMasterKeyCredential(BaseModel):
     """Pre-decrypted master key with strongly typed data."""
 
+    model_config = {"frozen": True, "extra": "forbid"}
+
     type: Literal["dec_master_key"]
     value: list[MasterKeyData]
 
@@ -74,7 +141,7 @@ class DecryptedMasterKeyCredential(BaseModel):
 class DpapiSystemCredentialRequest(BaseModel):
     """DPAPI_SYSTEM LSA Secret credential sent in an API request."""
 
-    # TODO: Make this use DpapiSystemCredential from nemesis_dpapi core
+    model_config = {"frozen": True, "extra": "forbid"}
 
     type: Literal["dpapi_system"]
     value: str = Field(
@@ -98,9 +165,10 @@ class DpapiSystemCredentialRequest(BaseModel):
 
 
 type DpapiCredentialRequest = (
-    PasswordCredential
-    | NtlmHashCredential
-    | CredKeyCredential
+    PasswordCredentialKey
+    | NtlmHashCredentialKey
+    | Sha1CredentialKey
+    | Pbkdf2StrongCredentialKey
     | DomainBackupKeyCredential
     | DecryptedMasterKeyCredential
     | DpapiSystemCredentialRequest
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 38bf49e..d8a2e67 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -6,7 +6,7 @@ import json
 from pathlib import Path
 from uuid import UUID
 
-from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
+from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
 from nemesis_dpapi.eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -14,7 +14,6 @@ from nemesis_dpapi.eventing import (
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
-from nemesis_dpapi.repositories import MasterKeyFilter
 
 
 class MyDpapiEventMonitor(DpapiObserver):
@@ -60,24 +59,30 @@ async def main() -> None:
 
         # Add masterkeys
         domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
-        await dpapi.add_encrypted_masterkey(
-            guid=domain_mk_guid,
-            encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
-            encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
+        await dpapi.add_masterkey(
+            MasterKey(
+                guid=domain_mk_guid,
+                encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
+                encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
+            )
         )
 
         cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
-        await dpapi.add_encrypted_masterkey(
-            guid=cred_mk_guid1,
-            encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
-            encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
+        await dpapi.add_masterkey(
+            MasterKey(
+                guid=cred_mk_guid1,
+                encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
+                encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
+            )
         )
 
         cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
-        await dpapi.add_encrypted_masterkey(
-            guid=cred_mk_guid2,
-            encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
-            encrypted_key_backup=b"fake_encrypted_backup_data_2",
+        await dpapi.add_masterkey(
+            MasterKey(
+                guid=cred_mk_guid2,
+                encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
+                encrypted_key_backup=b"fake_encrypted_backup_data_2",
+            )
         )
 
         print("Added 3 masterkeys")
@@ -97,10 +102,12 @@ async def main() -> None:
         if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
             raise ValueError("Invalid masterkey file")
 
-        await dpapi.add_encrypted_masterkey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,
-            encrypted_key_backup=masterkey_file.domain_backup_key,
+        await dpapi.add_masterkey(
+            MasterKey(
+                guid=masterkey_file.masterkey_guid,
+                encrypted_key_usercred=masterkey_file.master_key,
+                encrypted_key_backup=masterkey_file.domain_backup_key,
+            )
         )
 
         # Add real backup key
@@ -133,7 +140,6 @@ async def main() -> None:
             blob_data = f.read()
 
         # Parse blob to get its structure and masterkey GUID
-        from nemesis_dpapi import Blob
 
         blob = Blob.parse(blob_data)
         print(f"Blob masterkey GUID: {blob.masterkey_guid}")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 9f92156..aaf9091 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -6,29 +6,10 @@ import json
 from pathlib import Path
 from uuid import UUID
 
-from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.repositories import MasterKeyFilter
+from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
 
 
-async def main():
-    """Demonstrate built-in auto-decryption feature with test data."""
-    print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
-
-    # Load test data fixtures
-    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-
-    # Load backup key from fixtures
-    with open(fixtures_path / "backupkey.json") as f:
-        backup_key_data = json.load(f)
-
-    # Load masterkey files
-    mk_domain_file = fixtures_path / "masterkey_domain.bin"
-    mk_local_file = fixtures_path / "masterkey_local.bin"
-
-    mk_domain = MasterKeyFile.parse(mk_domain_file)
-    mk_local = MasterKeyFile.parse(mk_local_file)
-
-    # Scenario 1: Add masterkeys first, then backup key
+async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
     print("\n📋 Scenario 1: masterkeys added first, then backup key")
     async with DpapiManager(storage_backend="memory") as dpapi:
         # Add encrypted masterkeys first
@@ -36,10 +17,12 @@ async def main():
 
         # Domain masterkey (ed93694f-5a6d-46e2-b821-219f2c0ecd4d)
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
+            await dpapi.add_masterkey(
+                MasterKey(
+                    guid=mk_domain.masterkey_guid,
+                    encrypted_key_usercred=mk_domain.master_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key,
+                )
             )
 
         # Check initial state
@@ -71,7 +54,8 @@ async def main():
         else:
             print("✗ No masterkeys were auto-decrypted")
 
-    # Scenario 2: Add backup key first, then masterkeys
+
+async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data):
     print("\n📋 Scenario 2: backup key added first, then masterkeys")
     async with DpapiManager(storage_backend="memory") as dpapi2:
         # Add domain backup key first
@@ -93,18 +77,22 @@ async def main():
 
         # Domain masterkey
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi2.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
+            await dpapi2.add_masterkey(
+                MasterKey(
+                    guid=mk_domain.masterkey_guid,
+                    encrypted_key_usercred=mk_domain.master_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key,
+                )
             )
 
         # Local masterkey (won't be decrypted by domain backup key)
         if mk_local.master_key and mk_local.backup_key:
-            await dpapi2.add_encrypted_masterkey(
-                guid=mk_local.masterkey_guid,
-                encrypted_key_usercred=mk_local.master_key,
-                encrypted_key_backup=mk_local.backup_key,
+            await dpapi2.add_masterkey(
+                MasterKey(
+                    guid=mk_local.masterkey_guid,
+                    encrypted_key_usercred=mk_local.master_key,
+                    encrypted_key_backup=mk_local.backup_key,
+                )
             )
 
         # Give the background auto-decryption task a moment to complete
@@ -122,17 +110,21 @@ async def main():
         else:
             print("✗ No masterkeys were auto-decrypted")
 
-    print("\n=== Comparison: Auto-decryption Disabled ===")
+
+async def auto_decryption_disabled(mk_domain, backup_key_data):
+    print("\n=== Scenario 3: Auto-decryption Disabled ===")
 
     # Now demonstrate with auto-decryption disabled using data
     async with DpapiManager(storage_backend="memory", auto_decrypt=False) as dpapi_no_auto:
         print("\n5. Adding masterkeys with auto-decryption disabled...")
 
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi_no_auto.add_encrypted_masterkey(
-                guid=mk_domain.masterkey_guid,
-                encrypted_key_usercred=mk_domain.master_key,
-                encrypted_key_backup=mk_domain.domain_backup_key,
+            await dpapi_no_auto.add_masterkey(
+                MasterKey(
+                    guid=mk_domain.masterkey_guid,
+                    encrypted_key_usercred=mk_domain.master_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key,
+                )
             )
 
         # Check state before backup key
@@ -157,6 +149,30 @@ async def main():
         if len(decrypted_keys_after) == len(decrypted_keys_before):
             print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
 
+
+async def main():
+    """Demonstrate built-in auto-decryption feature with test data."""
+    print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
+
+    # Load test data fixtures
+    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
+
+    # Load backup key from fixtures
+    with open(fixtures_path / "backupkey.json") as f:
+        backup_key_data = json.load(f)
+
+    # Load masterkey files
+    mk_domain_file = fixtures_path / "masterkey_domain.bin"
+    mk_local_file = fixtures_path / "masterkey_local.bin"
+
+    mk_domain = MasterKeyFile.parse(mk_domain_file)
+    mk_local = MasterKeyFile.parse(mk_local_file)
+
+    # Run all scenarios
+    await masterkeys_first_then_backup_key(mk_domain, backup_key_data)
+    await backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
+    await auto_decryption_disabled(mk_domain, backup_key_data)
+
     print("DONE!")
 
 
diff --git a/libs/nemesis_dpapi/examples/masterkey_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_decrypt.py
deleted file mode 100644
index 95f5920..0000000
--- a/libs/nemesis_dpapi/examples/masterkey_decrypt.py
+++ /dev/null
@@ -1,85 +0,0 @@
-"""Test auto-decryption with DPAPI data."""
-
-import asyncio
-import base64
-import json
-from pathlib import Path
-from uuid import UUID
-
-from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.repositories import MasterKeyFilter
-
-
-async def main():
-    """Test auto-decryption with fixtures."""
-    print("=== Testing Auto-Decryption ===")
-
-    # Load test data that's in the project
-    fixtures_path = Path(__file__).parent.parent / "tests" / "fixtures"
-    backup_key_path = fixtures_path / "backupkey.json"
-    masterkey_path = fixtures_path / "masterkey_domain.bin"
-
-    # Load backup key from JSON
-    with open(backup_key_path) as f:
-        backup_key_data = json.load(f)
-
-    # Parse the masterkey file
-    masterkey_file = MasterKeyFile.parse(masterkey_path)
-
-    async with DpapiManager(storage_backend="memory") as dpapi:
-        print("1. Adding encrypted masterkey...")
-
-        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
-            print("✗ Failed to load masterkey file")
-            return
-
-        # Add the masterkey with domain backup encryption
-        await dpapi.add_encrypted_masterkey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,  # Won't decrypt without user creds
-            encrypted_key_backup=masterkey_file.domain_backup_key,  # Should decrypt with backup key
-        )
-
-        # Check initial state
-        all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
-
-        print("2. Adding domain backup key...")
-
-        # Create DomainBackupKey from fixture
-        backup_key = DomainBackupKey(
-            guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
-            domain_controller=backup_key_data["dc"],
-        )
-
-        # Add the backup key - should trigger auto-decryption
-        await dpapi.add_domain_backup_key(backup_key)
-
-        # Give auto-decryption a moment to work
-        await asyncio.sleep(0.1)
-
-        # Check final state
-        all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
-
-        if len(decrypted_keys_final) > 0:
-            print("✓ Auto-decryption successfully decrypted masterkey!")
-
-            # Verify the decrypted key
-            decrypted_mk = decrypted_keys_final[0]
-            print(f"Decrypted masterkey GUID: {decrypted_mk.guid}")
-            print(f"Plaintext key length: {len(decrypted_mk.plaintext_key) if decrypted_mk.plaintext_key else 0}")
-            print(f"SHA1 key length: {len(decrypted_mk.plaintext_key_sha1) if decrypted_mk.plaintext_key_sha1 else 0}")
-            print(f"Backup key GUID: {decrypted_mk.backup_key_guid}")
-
-            if decrypted_mk.plaintext_key_sha1:
-                print(f"Plaintext: {decrypted_mk.plaintext_key_sha1.hex()}")
-        else:
-            print("✗ Auto-decryption failed to decrypt masterkey")
-
-
-if __name__ == "__main__":
-    asyncio.run(main())
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 03d525b..b31b04e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -5,10 +5,18 @@ from logging import getLogger
 from typing import TYPE_CHECKING
 from uuid import UUID
 
+from nemesis_dpapi.crypto import MasterKeyEncryptionKey
 from nemesis_dpapi.exceptions import MasterKeyDecryptionError
+from nemesis_dpapi.repositories import MasterKeyFilter
 
-from .core import MasterKey, MasterKeyFile, MasterKeyPolicy
-from .eventing import DpapiEvent, DpapiObserver, NewDomainBackupKeyEvent, NewEncryptedMasterKeyEvent
+from .core import DpapiSystemCredential, MasterKey, MasterKeyFile, MasterKeyPolicy
+from .eventing import (
+    DpapiEvent,
+    DpapiObserver,
+    NewDomainBackupKeyEvent,
+    NewDpapiSystemCredentialEvent,
+    NewEncryptedMasterKeyEvent,
+)
 
 if TYPE_CHECKING:
     from .manager import DpapiManager
@@ -37,16 +45,47 @@ class AutoDecryptionObserver(DpapiObserver):
             self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
         elif isinstance(event, NewEncryptedMasterKeyEvent):
             self._create_task(self._attempt_masterkey_decryption(event.masterkey_guid))
+        elif isinstance(event, NewDpapiSystemCredentialEvent):
+            self._create_task(self._attempt_masterkey_decryption_with_system_credential(event.credential))
 
     def _create_task(self, coroutine) -> None:
         """Creates a background task and maintains a reference until its completion
 
         The purpose of this is to maintain reference to the task so that the garbage collector
-        does not prematurely collect and destroy it."""
+        does not prematurely collect and destroy it.
+        """
         task = asyncio.create_task(coroutine)
         self._background_tasks.add(task)
         task.add_done_callback(self._background_tasks.discard)
 
+    async def _attempt_masterkey_decryption_with_system_credential(self, credential: DpapiSystemCredential) -> None:
+        """Attempt to decrypt all encrypted masterkeys using the new DPAPI system credentials."""
+
+        encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+
+        decrypted_count = 0
+        for encrypted_mk in encrypted_masterkeys:
+            try:
+                if not encrypted_mk.encrypted_key_usercred:
+                    continue
+
+                mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(credential.machine_key)
+
+                try:
+                    # Try to decrypt the masterkey using the DPAPI_SYSTEM key
+                    plaintext_mk = encrypted_mk.decrypt(mk_key)
+                    decrypted_count += 1
+                except MasterKeyDecryptionError as e:
+                    logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
+                    continue
+
+                await self.dpapi_manager.add_masterkey(plaintext_mk)
+            except Exception as e:
+                logger.error(
+                    f"Error decrypting masterkey with DPAPI_SYSTEM credential. MasterKey UUID: {encrypted_mk.guid}: {e}"
+                )
+                continue
+
     async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
         """Attempt to decrypt all masterkeys using the new backup key."""
         try:
@@ -69,7 +108,6 @@ class AutoDecryptionObserver(DpapiObserver):
                     continue
 
                 if masterkey.encrypted_key_backup is None:
-                    # No backup key data to use
                     continue
 
                 masterkey_file = MasterKeyFile(
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 81fba82..d4d1f5d 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -112,18 +112,22 @@ class Pbkdf2Hash(BaseModel):
 
 def _derive_secure_cred_key(ntlm_hash: bytes, user_sid_bytes: bytes) -> bytes:
     """Compute PBKDF2 hash using two-step derivation process."""
-    derived_key = PBKDF2(ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256)  # type: ignore
-    derived_key = PBKDF2(derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256)  # type: ignore
+    derived_key = PBKDF2(
+        ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256
+    )  # type: ignore
+    derived_key = PBKDF2(
+        derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256
+    )  # type: ignore
     return derived_key
 
 
 class CredKeyHashType(Enum):
     """Type of one-way function (OWF) hashes used in credential key derivation."""
 
-    MD4 = "md4"
+    MD4 = "md4"  # MD4 hash (16 bytes)
     NTLM = "md4"  # Alias for MD4
-    SHA1 = "sha1"
-    PBKDF2 = "pbkdf2"
+    SHA1 = "sha1"  # SHA1 hash (20 bytes)
+    PBKDF2 = "pbkdf2"  # "Secure" Cred Key, 16 bytes derived from PBKDF2
     SECURE_CRED_KEY = "pbkdf2"  # Alias for PBKDF2
 
 
@@ -145,10 +149,24 @@ class CredKey(BaseModel):
             raise ValueError(f"Cannot infer OWF type from key type: {type(self.key)}")
 
     @classmethod
-    def from_password(cls, password: str, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
+    def from_password(
+        cls, password: str, hash_type: CredKeyHashType, user_sid: Sid | None = None
+    ) -> CredKey:
         """Create CredKey from password by calculating the specified hash type.
 
-        Derived from SharpDPAPI's CalculateKeys function: https://github.com/GhostPack/SharpDPAPI/blob/master/SharpDPAPI/lib/Dpapi.cs#L1755
+        Args:
+            password: The user's password
+            hash_type: The type of hash to compute (NTLM, SHA1, PBKDF2)
+            user_sid: (Optional) The user's SID. Only required for PBKDF2 derivation.
+
+        Returns:
+            CredKey object with the computed hash
+
+        Raises:
+            ValueError: If parameters are invalid or unsupported hash type
+
+        Note:
+            Derived from SharpDPAPI's CalculateKeys function: https://github.com/GhostPack/SharpDPAPI/blob/master/SharpDPAPI/lib/Dpapi.cs#L1755
         """
 
         if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
@@ -171,7 +189,9 @@ class CredKey(BaseModel):
             raise ValueError(f"Unsupported hash type: {hash_type}")
 
     @classmethod
-    def from_ntlm(cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
+    def from_ntlm(
+        cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: Sid | None = None
+    ) -> CredKey:
         """Create CredKey from NTLM hash."""
 
         if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
@@ -192,6 +212,11 @@ class CredKey(BaseModel):
         """Create CredKey from SHA1 hash."""
         return cls(key=Sha1Hash(value=sha1_hash))
 
+    @classmethod
+    def from_pbkdf2(cls, pbkdf2_hash: bytes) -> CredKey:
+        """Create CredKey from PBKDF2 hash."""
+        return cls(key=Pbkdf2Hash(value=pbkdf2_hash))
+
 
 class MasterKeyEncryptionKey(BaseModel):
     """Symmetric encryption key derived from credential key."""
@@ -255,7 +280,9 @@ class DpapiCrypto:
     """DPAPI cryptographic operations handler."""
 
     @staticmethod
-    def decrypt_blob(blob_data: bytes, masterkey: bytes, entropy: bytes | None = None) -> bytes:
+    def decrypt_blob(
+        blob_data: bytes, masterkey: bytes, entropy: bytes | None = None
+    ) -> bytes:
         """Decrypt a DPAPI blob using the provided masterkey SHA1.
 
         Args:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index 2e09235..19156e0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -5,6 +5,8 @@ from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from uuid import UUID
 
+from nemesis_dpapi.core import DpapiSystemCredential
+
 
 @dataclass
 class NewEncryptedMasterKeyEvent:
@@ -34,6 +36,7 @@ class NewDomainBackupKeyEvent:
 class NewDpapiSystemCredentialEvent:
     """Event emitted when a new DPAPI system credential is added"""
 
+    credential: DpapiSystemCredential
     timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 0ced714..cfe8651 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -16,11 +16,7 @@ from .eventing import (
     NewPlaintextMasterKeyEvent,
     Publisher,
 )
-from .exceptions import (
-    DpapiBlobDecryptionError,
-    MasterKeyNotDecryptedError,
-    MasterKeyNotFoundError,
-)
+from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 from .storage_in_memory import (
     InMemoryDomainBackupKeyRepository,
     InMemoryDpapiSystemCredentialRepository,
@@ -47,9 +43,7 @@ from .repositories import MasterKeyFilter
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(
-        self, storage_backend: str = "memory", auto_decrypt: bool = True
-    ) -> None:
+    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -90,9 +84,7 @@ class DpapiManager(Publisher):
 
             self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
             self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
-            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(
-                self._pg_pool
-            )
+            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(self._pg_pool)
         else:
             raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
 
@@ -160,8 +152,7 @@ class DpapiManager(Publisher):
             await self._initialize_storage()
 
         await self._dpapi_system_cred_repo.add_credential(cred)
-
-        self.publish(NewDpapiSystemCredentialEvent())
+        self.publish(NewDpapiSystemCredentialEvent(credential=cred))
 
     async def decrypt_blob(self, blob: Blob) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
diff --git a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
similarity index 52%
rename from projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
rename to libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index a34ed19..31262c5 100644
--- a/projects/file_enrichment/file_enrichment/routes/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -1,57 +1,51 @@
 import asyncio
-from typing import Union
 
 from common.logger import get_logger
-from common.models2.dpapi import CredKeyCredential, DpapiSystemCredentialRequest, NtlmHashCredential, PasswordCredential
-from nemesis_dpapi import (
-    CredKey,
-    CredKeyHashType,
-    DpapiManager,
-    MasterKeyDecryptionError,
-    MasterKeyEncryptionKey,
-    MasterKeyFilter,
-)
-from nemesis_dpapi.core import DpapiSystemCredential
+
+from .crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
+from .exceptions import MasterKeyDecryptionError
+from .manager import DpapiManager, MasterKeyFilter
+from .types import Sid
 
 logger = get_logger(__name__)
 
 
-class MasterKeyDecryptor:
+# TODO: Use Dapr workflows for the background tasks
+
+
+class MasterKeyDecryptorService:
     """Handles DPAPI master key decryption with background task processing."""
 
     def __init__(self, dpapi_manager: DpapiManager):
         self.dpapi_manager = dpapi_manager
         self._background_tasks = set()
 
-    async def process_dpapi_system_credential(self, request: DpapiSystemCredentialRequest) -> dict:
-        """Handle DPAPI_SYSTEM credential submissions."""
-
-        cred = DpapiSystemCredential.from_bytes(bytes.fromhex(request))
-        MasterKeyEncryptionKey.from_dpapi_system_cred(request.value)
-
-        return {"status": "success", "type": "dpapi_system", "message": "DPAPI_SYSTEM credential processing started"}
-
     async def process_password_based_credential(
-        self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
+        self,
+        credential: Password | NtlmHash | Sha1Hash | Pbkdf2Hash,
+        account_sid: Sid,
     ) -> dict:
         """Handle password, NTLM hash, and cred key credential submissions."""
 
-        mk_keys_to_try = self._generate_mk_encryption_keys(request)
+        mk_keys_to_try = self._generate_mk_encryption_keys(credential, account_sid)
 
-        task = asyncio.create_task(self._decrypt_masterkeys_background(mk_keys_to_try, request.type))
+        task = asyncio.create_task(self._decrypt_masterkeys_background(mk_keys_to_try, type(credential)))
         self._background_tasks.add(task)
         task.add_done_callback(self._background_tasks.discard)
 
-        return {"status": "success", "type": request.type, "message": "Decryption task started"}
+        return {
+            "status": "success",
+            "type": type(credential).__name__,
+            "message": "Decryption task started",
+        }
 
     async def _decrypt_masterkeys_background(
-        self, mk_keys_to_try: list[MasterKeyEncryptionKey], credential_type: str
+        self, mk_keys_to_try: list[MasterKeyEncryptionKey], credential_type: type
     ) -> None:
         """Perform master key decryption attempts in background."""
         try:
-            logger.info(f"Starting background decryption for credential type: {credential_type}")
+            logger.info(f"Starting background decryption for credential type: {credential_type.__name__}")
 
-            # Get encrypted master keys
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
             decrypted_count = 0
@@ -64,9 +58,8 @@ class MasterKeyDecryptor:
                         plaintext_mk = masterkey.decrypt(mk_key)
                         await self.dpapi_manager.add_masterkey(plaintext_mk)
                         decrypted_count += 1
-                        logger.info(f"Successfully decrypted master key with {credential_type}")
+                        logger.info(f"Successfully decrypted master key with {credential_type.__name__}")
                     except MasterKeyDecryptionError as e:
-                        # Continue trying other credentials on failure
                         logger.debug(f"Failed to decrypt master key: {e}")
                         continue
 
@@ -74,35 +67,41 @@ class MasterKeyDecryptor:
             logger.info(f"Background decryption completed. Decrypted {decrypted_count} master keys")
 
         except Exception as e:
-            logger.error(f"Error in background masterkey decryption task. Cred type: {credential_type}. Error: {e}")
+            logger.error(
+                f"Error in background masterkey decryption task. Cred type: {credential_type.__name__}. Error: {e}"
+            )
 
     def _generate_mk_encryption_keys(
-        self, request: Union[PasswordCredential, NtlmHashCredential, CredKeyCredential]
+        self,
+        cred: Password | NtlmHash | Sha1Hash | Pbkdf2Hash,
+        account_sid: Sid,
     ) -> list[MasterKeyEncryptionKey]:
         """Generate MasterKeyEncryptionKey objects based on the credential type."""
         cred_keys = []
 
-        if isinstance(request, PasswordCredential):
+        if isinstance(cred, Password):
             cred_keys = [
-                CredKey.from_password(request.value, CredKeyHashType.PBKDF2, request.user_sid),
-                CredKey.from_password(request.value, CredKeyHashType.SHA1),
-                CredKey.from_password(request.value, CredKeyHashType.NTLM),
+                CredKey.from_password(cred.value, CredKeyHashType.PBKDF2, account_sid),
+                CredKey.from_password(cred.value, CredKeyHashType.SHA1),
+                CredKey.from_password(cred.value, CredKeyHashType.NTLM),
             ]
-        elif isinstance(request, NtlmHashCredential):
-            hash_bytes = bytes.fromhex(request.value)
+        elif isinstance(cred, NtlmHash):
             cred_keys = [
-                CredKey.from_ntlm(hash_bytes, CredKeyHashType.PBKDF2, request.user_sid),
-                CredKey.from_ntlm(hash_bytes, CredKeyHashType.NTLM),
+                CredKey.from_ntlm(cred.value, CredKeyHashType.PBKDF2, account_sid),
+                CredKey.from_ntlm(cred.value, CredKeyHashType.NTLM),
             ]
-        elif isinstance(request, CredKeyCredential):
-            hash_bytes = bytes.fromhex(request.value)
+        elif isinstance(cred, Sha1Hash):
             cred_keys = [
-                CredKey.from_sha1(hash_bytes),
+                CredKey.from_sha1(cred.value),
+            ]
+        elif isinstance(cred, Pbkdf2Hash):
+            cred_keys = [
+                CredKey.from_pbkdf2(cred.value),
             ]
         else:
-            raise ValueError(f"Unsupported credential type: {request.type}")
+            raise ValueError(f"Unsupported credential type: {cred.type}")
 
-        return [MasterKeyEncryptionKey.from_cred_key(cred, request.user_sid) for cred in cred_keys]
+        return [MasterKeyEncryptionKey.from_cred_key(cred, account_sid) for cred in cred_keys]
 
     async def shutdown(self):
         """Cancel all background tasks on shutdown."""
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 8655a20..a3924b2 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -1,6 +1,7 @@
 """DPAPI credential submission routes."""
 
 import asyncio
+import base64
 import urllib.parse
 from functools import lru_cache
 from typing import Annotated
@@ -8,20 +9,19 @@ from uuid import UUID
 
 from common.logger import get_logger
 from common.models2.dpapi import (
-    CredKeyCredential,
     DecryptedMasterKeyCredential,
     DomainBackupKeyCredential,
     DpapiCredentialRequest,
     DpapiSystemCredentialRequest,
-    NtlmHashCredential,
-    PasswordCredential,
+    NtlmHashCredentialKey,
+    PasswordCredentialKey,
+    Pbkdf2StrongCredentialKey,
+    Sha1CredentialKey,
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential, MasterKeyEncryptionKey, MasterKeyFilter
-from nemesis_dpapi.exceptions import MasterKeyDecryptionError
-
-from .masterkey_decryptor import MasterKeyDecryptor
+from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential
+from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
 
@@ -78,11 +78,12 @@ async def submit_dpapi_credential(
                 result = await _handle_domain_backup_key_credential(dpapi_manager, request)
             elif isinstance(request, DecryptedMasterKeyCredential):
                 result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
-            elif isinstance(request, DpapiSystemCredential):
+            elif isinstance(request, DpapiSystemCredentialRequest):
                 result = await _handle_dpapi_system_credential(dpapi_manager, request)
-            elif isinstance(request, (PasswordCredential, NtlmHashCredential, CredKeyCredential)):
-                decryptor = MasterKeyDecryptor(dpapi_manager)
-                result = await decryptor.process_password_based_credential(request)
+            elif isinstance(
+                request, (PasswordCredentialKey, NtlmHashCredentialKey, Sha1CredentialKey, Pbkdf2StrongCredentialKey)
+            ):
+                result = await _handle_password_based_credential(dpapi_manager, request)
             else:
                 raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
@@ -111,7 +112,6 @@ async def submit_dpapi_credential(
 
 async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, request: DomainBackupKeyCredential) -> dict:
     """Handle domain backup key credential submission."""
-    import base64
 
     # Decode URL encoded value for string-based credentials
     credential_value = urllib.parse.unquote(request.value)
@@ -173,31 +173,27 @@ async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request:
     dpapi_system_key = DpapiSystemCredential.from_bytes(dpapi_system_bytes)
     await dpapi_manager.add_dpapi_system_credential(dpapi_system_key)
 
-    # Now decrypt masterkeys that may have been encrypted with the DPAPI_SYSTEM key
-    # TODO: Move this into the auto-decrypt logic of DpapiManager
-    encrypted_masterkeys = await dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+    return {"status": "success", "type": "decrypted_masterkeys"}
 
-    decrypted_count = 0
-    for encrypted_mk in encrypted_masterkeys:
-        try:
-            if not encrypted_mk.encrypted_key_usercred:
-                continue
 
-            mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key.machine_key)
+async def _handle_password_based_credential(
+    dpapi_manager: DpapiManager,
+    request: PasswordCredentialKey | NtlmHashCredentialKey | Sha1CredentialKey | Pbkdf2StrongCredentialKey,
+):
+    from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 
-            try:
-                # Try to decrypt the masterkey using the DPAPI_SYSTEM key
-                plaintext_mk = encrypted_mk.decrypt(mk_key)
-                decrypted_count += 1
-            except MasterKeyDecryptionError as e:
-                logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
-                continue
+    decryptor = MasterKeyDecryptorService(dpapi_manager)
 
-            await dpapi_manager.add_masterkey(plaintext_mk)
-        except Exception as e:
-            logger.error(
-                f"Error decrypting masterkey with DPAPI_SYSTEM credential. MasterKey UUID: {encrypted_mk.guid}: {e}"
-            )
-            continue
+    if isinstance(request, PasswordCredentialKey):
+        c = Password(value=request.value)
+    elif isinstance(request, NtlmHashCredentialKey):
+        c = NtlmHash(value=bytes.fromhex(request.value))
+    elif isinstance(request, Sha1CredentialKey):
+        c = Sha1Hash(value=bytes.fromhex(request.value))
+    elif isinstance(request, Pbkdf2StrongCredentialKey):
+        c = Pbkdf2Hash(value=bytes.fromhex(request.value))
+    else:
+        raise ValueError(f"Unsupported password-based credential type: {type(request)}")
 
-    return {"status": "success", "type": "dpapi_system", "decrypted_masterkeys": decrypted_count}
+    result = await decryptor.process_password_based_credential(c, request.user_sid)
+    return result
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index a2944b2..777ac44 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -17,19 +17,29 @@ const DpapiSubmitCredential = () => {
       value: 'password',
       label: 'Password',
       placeholder: 'Password123!',
-      apiType: 'password'
+      apiType: 'password',
+      description: 'Specify a SID and password to decrypt master keys associated with a user account. Collect it potentially from users (ask them), LSASS memory dumps (if the user is logged in and the OS supports stores it), keylogging, password managers, files (e.g. on disk, in shares, source code repositories), etc.'
     },
     {
-      value: 'ntlm_hash',
-      label: 'NTLM hash',
-      placeholder: '2B576ACBE6BCFDA7294D6BD18041B8FE',
-      apiType: 'ntlm_hash'
+      value: 'cred_key_ntlm',
+      label: 'NTLM Hash',
+      placeholder: 'ABD9FFB762C86B26EF4CE5C81B0DD37F (16 bytes)',
+      apiType: 'cred_key_ntlm',
+      description: 'Specify a SID and NTLM hash to decrypt master keys associated with a user account. Generate it by taking the MD4 hash of the password. Collect it from LSASS memory dumps (if the user is logged in and the OS supports stores it), by obtaining and/or cracking an NTLMv1 hash (e.g., using Internal-Monologue or coercing authentication on a machine with NTLMv1 enabled), by extracting it from the SAM & SYSTEM registry hives (for local accounts only), and from NTDS databases(ntds.dit+SYSTEM hive, dcsync, DSInternals, etc).'
     },
     {
-      value: 'cred_key',
-      label: 'Cred Key (SHA1)',
+      value: 'cred_key_sha1',
+      label: 'SHA1',
       placeholder: 'ABCDEF1234567890ABCDEF1234567890ABCDEF12 (20 bytes)',
-      apiType: 'cred_key'
+      apiType: 'cred_key_sha1',
+      description: 'Specify a SID and SHA1 credential key (a 20-byte key) to decrypt master keys associated with a user account. Generate it by taking the SHA1 hash of an NTLM hash. If the user is logged in, collect it from LSASS memory dumps or from the msv1_0 authentication package using LSA Whisperer\'s msv1_0!GetCredentialKey or msv1_0!GetStrongCredentialKey commands.'
+    },
+    {
+      value: 'cred_key_pbkdf2',
+      label: 'Secure Credential Key (PBKDF2)',
+      placeholder: 'ABCDEF1234567890ABCDEF1234567890ABCDEF12 (16 bytes)',
+      apiType: 'cred_key_pbkdf2',
+      description: 'Specify a SID and secure credential key (a 16-byte key derived using PBKDF2) to decrypt master keys associated with a user account.  If the user is logged in, collect it from LSASS memory dumps or from the msv1_0 authentication package using LSA Whisperer\'s msv1_0!GetCredentialKey or msv1_0!GetStrongCredentialKey commands.'
     },
     {
       value: 'domain_backup_key',
@@ -37,25 +47,28 @@ const DpapiSubmitCredential = () => {
       placeholder: 'AgAAAAAAAAAAAAAANgBjADIAYg... (base64(pvk))',
       apiType: 'domain_backup_key',
       requiresGuid: true,
-      supportsDomainController: true
+      supportsDomainController: true,
+      description: 'Domain controller DPAPI backup key in base64 PVK format. Extract from domain controllers using tools like mimikatz\'s lsadump::backupkeys, SharpDPAPI\s backupkey command, or by accessing the DPAPI_SYSTEM LSA secret on a host.'
     },
     {
       value: 'dec_master_key',
-      label: 'Decrypted Master Key',
+      label: 'Master Keys GUID:SHA1 Pairs',
       placeholder: 'Enter master key data (one per line)\n{guid}:{sha1}\n{guid}:{sha1}',
       apiType: 'dec_master_key',
-      structuredValue: true
+      structuredValue: true,
+      description: 'Plaintext DPAPI master keys as GUID:SHA1 pairs.'
     },
     {
       value: 'dpapi_system',
-      label: 'DPAPI_SYSTEM LSA Secret',
+      label: 'DPAPI_SYSTEM Secret',
       placeholder: 'ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890ABCDEF1234567890',
-      apiType: 'dpapi_system'
+      apiType: 'dpapi_system',
+      description: 'System DPAPI credential used for machine-wide encryption. Collect from the DPAPI_SYSTEM LSA secret (e.g., via the SYSTEM and SECURITY registry hives) or using the LSA APIs (e.g. using mimikatz\s lsadump::secrets command).'
     }
   ];
 
   const selectedType = credentialTypes.find(type => type.value === credentialType);
-  const requiresUserSid = ['password', 'ntlm_hash', 'cred_key'].includes(credentialType);
+  const requiresUserSid = ['password', 'cred_key_ntlm', 'cred_key_sha1', 'cred_key_pbkdf2'].includes(credentialType);
   const requiresGuid = selectedType?.requiresGuid || false;
   const supportsDomainController = selectedType?.supportsDomainController || false;
   const isStructuredValue = selectedType?.structuredValue || false;
@@ -243,6 +256,13 @@ const DpapiSubmitCredential = () => {
             </div>
           </div>
 
+          {/* Credential Type Description */}
+          {selectedType?.description && (
+            <p className="text-sm text-gray-600 dark:text-gray-400 -mt-1 mb-4">
+              {selectedType.description}
+            </p>
+          )}
+
           {/* User SID Input - Only for password, ntlm_hash, cred_key */}
           {requiresUserSid && (
             <div>

From af1de56a721a8a0ed3fa08de7cb18427d065f3ad Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 9 Sep 2025 03:17:10 -0700
Subject: [PATCH 053/279] repositories upsert, fix DPAPI system decryption

---
 libs/common/common/models2/dpapi.py           | 62 +++++++++----------
 .../lsass_dump/analyzer.py                    |  2 +-
 libs/nemesis_dpapi/examples/example.py        |  8 +--
 .../examples/masterkey_auto_decrypt.py        |  8 +--
 .../nemesis_dpapi/auto_decrypt.py             | 21 ++++---
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  6 +-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 39 +++++++-----
 .../nemesis_dpapi/masterkey_decryptor.py      |  6 +-
 .../nemesis_dpapi/repositories.py             | 16 ++---
 .../nemesis_dpapi/storage_in_memory.py        | 20 +++---
 .../nemesis_dpapi/storage_postgres.py         | 33 +++++++---
 libs/nemesis_dpapi/tests/test_core.py         |  6 +-
 .../file_enrichment/routes/dpapi.py           | 40 +++++++++---
 .../Dpapi/DpapiSubmitCredential.jsx           | 12 +++-
 14 files changed, 170 insertions(+), 109 deletions(-)

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index d01169a..124ac58 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -1,12 +1,12 @@
 """DPAPI credential models for API requests."""
 
 import re
-from typing import Literal
+from typing import Annotated, Literal, Union
 from uuid import UUID
 
 from common.logger import get_logger
 from nemesis_dpapi.types import Sid
-from pydantic import BaseModel, Field, field_serializer, field_validator
+from pydantic import BaseModel, Discriminator, Field, Tag, field_serializer, field_validator
 
 logger = get_logger(__name__)
 
@@ -35,13 +35,9 @@ class NtlmHashCredentialKey(BaseModel):
     def validate_ntlm_hash_length(cls, v):
         """Validate that value is exactly 32 hex characters (16 bytes)."""
         if len(v) != 32:
-            raise ValueError(
-                f"NTLM hash value must be exactly 32 hex characters (16 bytes), got {len(v)} characters"
-            )
+            raise ValueError(f"NTLM hash value must be exactly 32 hex characters (16 bytes), got {len(v)} characters")
         if not re.match(r"^[0-9a-fA-F]+$", v):
-            raise ValueError(
-                "NTLM hash value must contain only hex characters (0-9, a-f, A-F)"
-            )
+            raise ValueError("NTLM hash value must contain only hex characters (0-9, a-f, A-F)")
         return v
 
 
@@ -58,14 +54,10 @@ class Sha1CredentialKey(BaseModel):
     @classmethod
     def validate_cred_key_length(cls, v):
         """Validate that value is either 40 hex characters (20 bytes)."""
-        if len(v) == 40:
-            raise ValueError(
-                f"SHA1 credential key value must be 40 hex characters (20 bytes), got {len(v)} characters"
-            )
+        if len(v) != 40:
+            raise ValueError(f"SHA1 credential key value must be 40 hex characters (20 bytes), got {len(v)} characters")
         if not re.match(r"^[0-9a-fA-F]+$", v):
-            raise ValueError(
-                "SHA1 Credential key value must contain only hex characters (0-9, a-f, A-F)"
-            )
+            raise ValueError("SHA1 Credential key value must contain only hex characters (0-9, a-f, A-F)")
         return v
 
 
@@ -87,9 +79,7 @@ class Pbkdf2StrongCredentialKey(BaseModel):
                 f"Secure credential key (PBKDF2) value must be exactly 32 hex characters (16 bytes), got {len(v)} characters"
             )
         if not re.match(r"^[0-9a-fA-F]+$", v):
-            raise ValueError(
-                "Secure credential key (PBKDF2) value must contain only hex characters (0-9, a-f, A-F)"
-            )
+            raise ValueError("Secure credential key (PBKDF2) value must contain only hex characters (0-9, a-f, A-F)")
         return v
 
 
@@ -120,9 +110,7 @@ class MasterKeyData(BaseModel):
     model_config = {"frozen": True, "extra": "forbid"}
 
     guid: UUID = Field(description="Master key GUID")
-    key_hex: str = Field(
-        description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$"
-    )
+    key_hex: str = Field(description="Hex-encoded master key bytes", pattern=r"^[0-9a-fA-F]+$")
 
     @field_serializer("guid")
     def serialize_guid(self, value: UUID) -> str:
@@ -158,18 +146,26 @@ class DpapiSystemCredentialRequest(BaseModel):
                 f"DPAPI_SYSTEM value must be exactly 80 hex characters (40 bytes), got {len(v)} characters"
             )
         if not re.match(r"^[0-9a-fA-F]+$", v):
-            raise ValueError(
-                "DPAPI_SYSTEM value must contain only hex characters (0-9, a-f, A-F)"
-            )
+            raise ValueError("DPAPI_SYSTEM value must contain only hex characters (0-9, a-f, A-F)")
         return v
 
 
-type DpapiCredentialRequest = (
-    PasswordCredentialKey
-    | NtlmHashCredentialKey
-    | Sha1CredentialKey
-    | Pbkdf2StrongCredentialKey
-    | DomainBackupKeyCredential
-    | DecryptedMasterKeyCredential
-    | DpapiSystemCredentialRequest
-)
+def get_credential_type(v):
+    """Discriminator function to determine credential type from 'type' field."""
+    if isinstance(v, dict):
+        return v.get("type")
+    return getattr(v, "type", None)
+
+
+type DpapiCredentialRequest = Annotated[
+    Union[
+        Annotated[PasswordCredentialKey, Tag("password")],
+        Annotated[NtlmHashCredentialKey, Tag("cred_key_ntlm")],
+        Annotated[Sha1CredentialKey, Tag("cred_key_sha1")],
+        Annotated[Pbkdf2StrongCredentialKey, Tag("cred_key_pbkdf2")],
+        Annotated[DomainBackupKeyCredential, Tag("domain_backup_key")],
+        Annotated[DecryptedMasterKeyCredential, Tag("dec_master_key")],
+        Annotated[DpapiSystemCredentialRequest, Tag("dpapi_system")],
+    ],
+    Field(discriminator=Discriminator(get_credential_type)),
+]
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index ae0d5e2..06a79ed 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -240,7 +240,7 @@ class LsassDumpParser(EnrichmentModule):
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
                             # add this masterkey to the DPAPI cache
-                            asyncio.run(self.dpapi_manager.add_masterkey(mk))
+                            asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
 
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index d8a2e67..c6441d9 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -59,7 +59,7 @@ async def main() -> None:
 
         # Add masterkeys
         domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
-        await dpapi.add_masterkey(
+        await dpapi.upsert_masterkey(
             MasterKey(
                 guid=domain_mk_guid,
                 encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
@@ -68,7 +68,7 @@ async def main() -> None:
         )
 
         cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
-        await dpapi.add_masterkey(
+        await dpapi.upsert_masterkey(
             MasterKey(
                 guid=cred_mk_guid1,
                 encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
@@ -77,7 +77,7 @@ async def main() -> None:
         )
 
         cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
-        await dpapi.add_masterkey(
+        await dpapi.upsert_masterkey(
             MasterKey(
                 guid=cred_mk_guid2,
                 encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
@@ -102,7 +102,7 @@ async def main() -> None:
         if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
             raise ValueError("Invalid masterkey file")
 
-        await dpapi.add_masterkey(
+        await dpapi.upsert_masterkey(
             MasterKey(
                 guid=masterkey_file.masterkey_guid,
                 encrypted_key_usercred=masterkey_file.master_key,
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index aaf9091..28a1591 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -17,7 +17,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
 
         # Domain masterkey (ed93694f-5a6d-46e2-b821-219f2c0ecd4d)
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi.add_masterkey(
+            await dpapi.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
@@ -77,7 +77,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
 
         # Domain masterkey
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi2.add_masterkey(
+            await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
@@ -87,7 +87,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
 
         # Local masterkey (won't be decrypted by domain backup key)
         if mk_local.master_key and mk_local.backup_key:
-            await dpapi2.add_masterkey(
+            await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_local.masterkey_guid,
                     encrypted_key_usercred=mk_local.master_key,
@@ -119,7 +119,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
         print("\n5. Adding masterkeys with auto-decryption disabled...")
 
         if mk_domain.master_key and mk_domain.domain_backup_key:
-            await dpapi_no_auto.add_masterkey(
+            await dpapi_no_auto.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index b31b04e..0bf393d 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -61,6 +61,7 @@ class AutoDecryptionObserver(DpapiObserver):
     async def _attempt_masterkey_decryption_with_system_credential(self, credential: DpapiSystemCredential) -> None:
         """Attempt to decrypt all encrypted masterkeys using the new DPAPI system credentials."""
 
+        print("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
         encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
         decrypted_count = 0
@@ -69,17 +70,19 @@ class AutoDecryptionObserver(DpapiObserver):
                 if not encrypted_mk.encrypted_key_usercred:
                     continue
 
-                mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(credential.machine_key)
+                for i in range(2):
+                    if i == 0:
+                        mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(credential.machine_key)
+                    else:
+                        mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(credential.user_key)
 
-                try:
-                    # Try to decrypt the masterkey using the DPAPI_SYSTEM key
-                    plaintext_mk = encrypted_mk.decrypt(mk_key)
-                    decrypted_count += 1
-                except MasterKeyDecryptionError as e:
-                    logger.debug(f"Failed to decrypt masterkey {encrypted_mk.guid} with DPAPI_SYSTEM key: {e}")
-                    continue
+                    try:
+                        plaintext_mk = encrypted_mk.decrypt(mk_key)
+                        decrypted_count += 1
+                    except MasterKeyDecryptionError:
+                        continue
 
-                await self.dpapi_manager.add_masterkey(plaintext_mk)
+                    await self.dpapi_manager.upsert_masterkey(plaintext_mk)
             except Exception as e:
                 logger.error(
                     f"Error decrypting masterkey with DPAPI_SYSTEM credential. MasterKey UUID: {encrypted_mk.guid}: {e}"
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index a3ea1be..900e68c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -450,9 +450,9 @@ class DpapiSystemCredential(BaseModel):
         if len(dpapi_system_bytes) != 40:
             raise ValueError(f"DPAPI_SYSTEM must be exactly 40 bytes, got {len(dpapi_system_bytes)}")
 
-        # Split into user (first 20 bytes) and machine (last 20 bytes) components
-        user_key_bytes = dpapi_system_bytes[:20]
-        machine_key_bytes = dpapi_system_bytes[20:]
+        # Split into machine (first 20 bytes) and user (last 20 bytes) components
+        machine_key_bytes = dpapi_system_bytes[:20]
+        user_key_bytes = dpapi_system_bytes[20:]
 
         return cls(user_key=user_key_bytes, machine_key=machine_key_bytes)
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index cfe8651..cd1ef06 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -16,7 +16,11 @@ from .eventing import (
     NewPlaintextMasterKeyEvent,
     Publisher,
 )
-from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .exceptions import (
+    DpapiBlobDecryptionError,
+    MasterKeyNotDecryptedError,
+    MasterKeyNotFoundError,
+)
 from .storage_in_memory import (
     InMemoryDomainBackupKeyRepository,
     InMemoryDpapiSystemCredentialRepository,
@@ -43,7 +47,9 @@ from .repositories import MasterKeyFilter
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
+    def __init__(
+        self, storage_backend: str = "memory", auto_decrypt: bool = True
+    ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -84,7 +90,9 @@ class DpapiManager(Publisher):
 
             self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
             self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
-            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(self._pg_pool)
+            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(
+                self._pg_pool
+            )
         else:
             raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
 
@@ -100,14 +108,14 @@ class DpapiManager(Publisher):
         if self._pg_pool:
             await self._pg_pool.close()
 
-    async def add_masterkey(
+    async def upsert_masterkey(
         self,
         masterkey: MasterKey,
     ) -> None:
-        """Add a masterkey (encrypted or plaintext).
+        """Add or update a masterkey (encrypted or plaintext).
 
         Args:
-            masterkey: MasterKey object to add
+            masterkey: MasterKey object to add or update
         """
         if not self._initialized:
             await self._initialize_storage()
@@ -121,7 +129,7 @@ class DpapiManager(Publisher):
         else:
             new_masterkey = masterkey
 
-        await self._masterkey_repo.add_masterkey(new_masterkey)
+        await self._masterkey_repo.upsert_masterkey(new_masterkey)
 
         # Publish appropriate event based on what was added
         if new_masterkey.plaintext_key or new_masterkey.plaintext_key_sha1:
@@ -129,29 +137,30 @@ class DpapiManager(Publisher):
         elif new_masterkey.encrypted_key_usercred or new_masterkey.encrypted_key_backup:
             self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
 
-    async def add_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
-        """Add a domain backup key and decrypt all compatible masterkeys.
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+        """Add or update a domain backup key and decrypt all compatible masterkeys.
 
         Args:
-            backup_key: Domain backup key to add
+            backup_key: Domain backup key to add or update
         """
+
         if not self._initialized:
             await self._initialize_storage()
 
-        await self._backup_key_repo.add_backup_key(backup_key)
+        await self._backup_key_repo.upsert_backup_key(backup_key)
 
         self.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
-    async def add_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add a DPAPI system credential.
+    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential.
 
         Args:
-            cred: DPAPI system credential to add
+            cred: DPAPI system credential to add or update
         """
         if not self._initialized:
             await self._initialize_storage()
 
-        await self._dpapi_system_cred_repo.add_credential(cred)
+        await self._dpapi_system_cred_repo.upsert_credential(cred)
         self.publish(NewDpapiSystemCredentialEvent(credential=cred))
 
     async def decrypt_blob(self, blob: Blob) -> bytes:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 31262c5..95dbfb3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -56,9 +56,11 @@ class MasterKeyDecryptorService:
                 for mk_key in mk_keys_to_try:
                     try:
                         plaintext_mk = masterkey.decrypt(mk_key)
-                        await self.dpapi_manager.add_masterkey(plaintext_mk)
+                        await self.dpapi_manager.upsert_masterkey(plaintext_mk)
                         decrypted_count += 1
-                        logger.info(f"Successfully decrypted master key with {credential_type.__name__}")
+                        logger.info(
+                            f"Successfully decrypted master key {masterkey.guid} with {credential_type.__name__}"
+                        )
                     except MasterKeyDecryptionError as e:
                         logger.debug(f"Failed to decrypt master key: {e}")
                         continue
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index d768c34..9f199c9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -18,8 +18,8 @@ class MasterKeyFilter(Enum):
 class MasterKeyRepository(Protocol):
     """Protocol for masterkey storage operations."""
 
-    async def add_masterkey(self, masterkey: MasterKey) -> None:
-        """Add a masterkey to storage."""
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey in storage."""
         ...
 
     async def get_masterkey(self, guid: UUID) -> MasterKey | None:
@@ -27,7 +27,9 @@ class MasterKeyRepository(Protocol):
         ...
 
     async def get_all_masterkeys(
-        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
@@ -49,8 +51,8 @@ class MasterKeyRepository(Protocol):
 class DomainBackupKeyRepository(Protocol):
     """Protocol for domain backup key storage operations."""
 
-    async def add_backup_key(self, key: DomainBackupKey) -> None:
-        """Add a domain backup key to storage."""
+    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+        """Add or update a domain backup key in storage."""
         ...
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
@@ -69,8 +71,8 @@ class DomainBackupKeyRepository(Protocol):
 class DpapiSystemCredentialRepository(Protocol):
     """Protocol for DPAPI system credential storage operations."""
 
-    async def add_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add a DPAPI system credential to storage."""
+    async def upsert_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential in storage."""
         ...
 
     async def get_all_credentials(self) -> list[DpapiSystemCredential]:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 03bff25..55bf228 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -13,10 +13,8 @@ class InMemoryMasterKeyRepository:
     def __init__(self) -> None:
         self._masterkeys: dict[UUID, MasterKey] = {}
 
-    async def add_masterkey(self, masterkey: MasterKey) -> None:
-        """Add a masterkey to storage."""
-        if masterkey.guid in self._masterkeys:
-            raise StorageError(f"Masterkey {masterkey.guid} already exists")
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey in storage."""
         self._masterkeys[masterkey.guid] = masterkey
 
     async def get_masterkey(self, guid: UUID) -> MasterKey | None:
@@ -60,10 +58,8 @@ class InMemoryDomainBackupKeyRepository:
     def __init__(self) -> None:
         self._backup_keys: dict[UUID, DomainBackupKey] = {}
 
-    async def add_backup_key(self, key: DomainBackupKey) -> None:
-        """Add a domain backup key to storage."""
-        if key.guid in self._backup_keys:
-            raise StorageError(f"Domain backup key {key.guid} already exists")
+    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+        """Add or update a domain backup key in storage."""
         self._backup_keys[key.guid] = key
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
@@ -87,8 +83,12 @@ class InMemoryDpapiSystemCredentialRepository:
     def __init__(self) -> None:
         self._credentials: list[DpapiSystemCredential] = []
 
-    async def add_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add a DPAPI system credential to storage."""
+    async def upsert_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential in storage."""
+        for i, existing_cred in enumerate(self._credentials):
+            if existing_cred.user_key == cred.user_key and existing_cred.machine_key == cred.machine_key:
+                self._credentials[i] = cred
+                return
         self._credentials.append(cred)
 
     async def get_all_credentials(self) -> list[DpapiSystemCredential]:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 43fe649..246ca84 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -15,14 +15,20 @@ class PostgresMasterKeyRepository:
     def __init__(self, connection_pool: asyncpg.Pool) -> None:
         self.pool = connection_pool
 
-    async def add_masterkey(self, masterkey: MasterKey) -> None:
-        """Add a masterkey to storage."""
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
                 """
                 INSERT INTO masterkeys (guid, encrypted_key_usercred, encrypted_key_backup,
                                       plaintext_key, plaintext_key_sha1, backup_key_guid)
                 VALUES ($1, $2, $3, $4, $5, $6)
+                ON CONFLICT (guid) DO UPDATE SET
+                    encrypted_key_usercred = EXCLUDED.encrypted_key_usercred,
+                    encrypted_key_backup = EXCLUDED.encrypted_key_backup,
+                    plaintext_key = EXCLUDED.plaintext_key,
+                    plaintext_key_sha1 = EXCLUDED.plaintext_key_sha1,
+                    backup_key_guid = EXCLUDED.backup_key_guid
                 """,
                 str(masterkey.guid),
                 masterkey.encrypted_key_usercred,
@@ -120,11 +126,18 @@ class PostgresDomainBackupKeyRepository:
     def __init__(self, connection_pool: asyncpg.Pool) -> None:
         self.pool = connection_pool
 
-    async def add_backup_key(self, key: DomainBackupKey) -> None:
-        """Add a domain backup key to storage."""
+    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+        """Add or update a domain backup key in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
-                "INSERT INTO domain_backup_keys (guid, key_data) VALUES ($1, $2)", str(key.guid), key.key_data
+                """
+                INSERT INTO domain_backup_keys (guid, key_data)
+                VALUES ($1, $2)
+                ON CONFLICT (guid) DO UPDATE SET
+                    key_data = EXCLUDED.key_data
+                """,
+                str(key.guid),
+                key.key_data
             )
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
@@ -156,11 +169,15 @@ class PostgresDpapiSystemCredentialRepository:
     def __init__(self, connection_pool: asyncpg.Pool) -> None:
         self.pool = connection_pool
 
-    async def add_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add a DPAPI system credential to storage."""
+    async def upsert_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
-                "INSERT INTO dpapi_system_credentials (user_key, machine_key) VALUES ($1, $2)",
+                """
+                INSERT INTO dpapi_system_credentials (user_key, machine_key)
+                VALUES ($1, $2)
+                ON CONFLICT (user_key, machine_key) DO NOTHING
+                """,
                 cred.user_key,
                 cred.machine_key,
             )
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 7bcd47b..3370deb 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -316,9 +316,9 @@ class TestDomainBackupKey:
         )
 
         manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
-        await manager.add_domain_backup_key(backup_key)
+        await manager.upsert_domain_backup_key(backup_key)
 
-        await manager.add_masterkey(
+        await manager.upsert_masterkey(
             MasterKey(
                 guid=decrypted_masterkey.guid,
                 plaintext_key=decrypted_masterkey.plaintext_key,
@@ -354,7 +354,7 @@ class TestDpapiSystemSecret:
         # Create test data: 20 bytes user key + 20 bytes machine key
         user_key_data = b"user_key_12345678901"  # 20 bytes
         machine_key_data = b"mach_key_12345678901"  # 20 bytes
-        dpapi_system_data = user_key_data + machine_key_data
+        dpapi_system_data = machine_key_data + user_key_data  # 40 bytes total, machine key first
 
         secret = DpapiSystemCredential.from_bytes(dpapi_system_data)
 
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index a3924b2..908ed81 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -20,7 +20,7 @@ from common.models2.dpapi import (
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential
+from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential, MasterKey
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
@@ -37,16 +37,40 @@ DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
 
 async def dpapi_background_monitor() -> None:
     dpapi_manager = get_dpapi_manager()
+
+    await dpapi_manager.upsert_masterkey(
+        MasterKey(
+            guid=UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d"),
+            encrypted_key_usercred=bytes.fromhex(
+                "02000000978d9c959a6a9685a55270cb4fc103d7401f00000e800000106600004b7ee6c2475c4519f48a68c7bc81acb70c63aa1ded8014fd313a4787cd7e1306191d004f6a61e85524222a18ba71f97e1bd83c12ca4ce95054394f7c33c42bc6fddd26f2109e4afb404ca9fb96c6212cf5fda0243eafda0eabbd28002264f9d707e00996a682c30ca6749fb251c8a4c4182157aed0407560cd5b7d3368b59541a0bc13dc8ee141625961edde82bf693a"
+            ),
+            encrypted_key_backup=bytes.fromhex(
+                "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"
+            ),
+        )
+    )
+
+    await dpapi_manager.upsert_masterkey(
+        MasterKey(
+            guid=UUID("dd26f81a-4ed9-49fd-8b45-42723d8ae006"),
+            encrypted_key_usercred=b'\x02\x00\x00\x00\xbd*N\x8a\x1ff\xc1\xc2\x9d\x97*\xd3%4\xa8\x01@\x1f\x00\x00\x0e\x80\x00\x00\x10f\x00\x00\xa6\xfd\xdb\xe7N+\x89u\xfe\x89l\x07[\xeea\xc5\xae\xe3\x11+5\xab\xc3\x9f\x96\xd8"\x9b<:\xfe\x92\xf9\xc1\xdb\x12B\xed\xcb\x84\xffa\xbc<p\xf9U\xe7=\x99\xb6\xc1\xad\xbc\x1c\x8d%\x8a*\xfdU\xd5S\xc4\x85\xee\xaeu\x15U,\xe7\x80Z\xf7\x84\xb9\xc0.|\xc3\xdc}\xacV\xfa\x8f\xa5\x9fa\xeb\xb7\xf4\xad\x03x\xad\xe2\xf6\xe4V\xdbf+\xa2\xba8D\x1eT,\x07\x1a*`\xaa\x17\x985\xa9\x0e\xb1\xf1o\xa2\x05x\x08s\x197\xb2\xc4\xeb0\xdb+\x1c\xee\x02\xff\xf0R)',
+        )
+    )
+
     while True:
         try:
             num_masterkeys = await dpapi_manager.get_all_masterkeys()
             num_dec_masterkeys = len([mk for mk in num_masterkeys if mk.is_decrypted])
+            num_enc_masterkeys = len([mk for mk in num_masterkeys if not mk.is_decrypted])
             backupkeys = await dpapi_manager._backup_key_repo.get_all_backup_keys()
+            num_system_creds = await dpapi_manager._dpapi_system_cred_repo.get_all_credentials()
             logger.info(
                 "Background DPAPI manager loop tick",
-                num_masterkeys=len(num_masterkeys),
-                num_dec_masterkeys=num_dec_masterkeys,
+                total_mks=len(num_masterkeys),
+                num_enc_mks=num_enc_masterkeys,
+                num_dec_mks=num_dec_masterkeys,
                 num_backup_keys=len(backupkeys),
+                num_system_creds=len(num_system_creds),
             )
         except Exception as e:
             logger.exception("Error in DPAPI background monitor", error=str(e))
@@ -120,7 +144,7 @@ async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, requ
         guid=UUID(request.guid),  # Use the provided GUID
         key_data=pvk_data,
     )
-    await dpapi_manager.add_domain_backup_key(backup_key)
+    await dpapi_manager.upsert_domain_backup_key(backup_key)
     return {"status": "success", "type": "domain_backup_key"}
 
 
@@ -142,7 +166,7 @@ async def _handle_decrypted_master_key_credential(
 
         # Check if masterkey already exists
         existing_masterkey = await dpapi_manager._masterkey_repo.get_masterkey(masterkey_guid)
-        if existing_masterkey is not None:
+        if existing_masterkey is not None and existing_masterkey.is_decrypted:
             logger.info(f"Master key {masterkey_guid} already exists, skipping")
             existing_guids.append(str(masterkey_guid))
             continue
@@ -155,7 +179,7 @@ async def _handle_decrypted_master_key_credential(
         )
 
         # Add directly to the repository
-        await dpapi_manager._masterkey_repo.add_masterkey(masterkey)
+        await dpapi_manager._masterkey_repo.upsert_masterkey(masterkey)
         processed_guids.append(str(masterkey_guid))
 
     return {
@@ -171,9 +195,9 @@ async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request:
 
     dpapi_system_bytes = bytes.fromhex(request.value)
     dpapi_system_key = DpapiSystemCredential.from_bytes(dpapi_system_bytes)
-    await dpapi_manager.add_dpapi_system_credential(dpapi_system_key)
+    await dpapi_manager.upsert_dpapi_system_credential(dpapi_system_key)
 
-    return {"status": "success", "type": "decrypted_masterkeys"}
+    return {"status": "success", "type": "dpapi_system"}
 
 
 async def _handle_password_based_credential(
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 777ac44..b647fcc 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -180,12 +180,19 @@ const DpapiSubmitCredential = () => {
         setMasterKeyData('');
       } else {
         let errorMessage = `HTTP ${response.status}`;
+        let errorDetails = null;
         try {
           const errorData = await response.json();
           if (errorData.message) {
             errorMessage = errorData.message;
           } else if (errorData.detail) {
-            errorMessage = errorData.detail;
+            // Handle validation errors (array of error objects)
+            if (Array.isArray(errorData.detail)) {
+              errorMessage = 'Validation error';
+              errorDetails = errorData.detail;
+            } else {
+              errorMessage = errorData.detail;
+            }
           } else if (errorData.error) {
             errorMessage = errorData.error;
           } else {
@@ -197,7 +204,8 @@ const DpapiSubmitCredential = () => {
         }
         setMessage({
           type: 'error',
-          text: `Failed to submit credential: ${errorMessage}`
+          text: `Failed to submit credential: ${errorMessage}`,
+          details: errorDetails
         });
       }
     } catch (error) {

From 264acb2c66515dfab6cd6d9ce8a6546ab657b853 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 9 Sep 2025 03:21:56 -0700
Subject: [PATCH 054/279] fix examples

---
 libs/nemesis_dpapi/examples/example.py                   | 4 ++--
 libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py    | 6 +++---
 projects/file_enrichment/file_enrichment/routes/dpapi.py | 2 +-
 3 files changed, 6 insertions(+), 6 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index c6441d9..e5d8132 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -92,7 +92,7 @@ async def main() -> None:
             guid=UUID("aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"),
             key_data=fake_backup_key_bytes,
         )
-        await dpapi.add_domain_backup_key(backup_key)
+        await dpapi.upsert_domain_backup_key(backup_key)
 
         # Check results after fake backup key
         all_keys = await dpapi.get_all_masterkeys()
@@ -116,7 +116,7 @@ async def main() -> None:
             key_data=base64.b64decode(backup_key_data["key"]),
             domain_controller=backup_key_data["dc"],
         )
-        await dpapi.add_domain_backup_key(real_backup_key)
+        await dpapi.upsert_domain_backup_key(real_backup_key)
 
         # Give auto-decryption time to work
         await asyncio.sleep(1)
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 28a1591..cb3ff5c 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -37,7 +37,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
             key_data=base64.b64decode(backup_key_data["key"]),
             domain_controller=backup_key_data["dc"],
         )
-        await dpapi.add_domain_backup_key(backup_key)
+        await dpapi.upsert_domain_backup_key(backup_key)
 
         # Give the background auto-decryption task a moment to complete
         await asyncio.sleep(0.1)
@@ -65,7 +65,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             key_data=base64.b64decode(backup_key_data["key"]),
             domain_controller=backup_key_data["dc"],
         )
-        await dpapi2.add_domain_backup_key(backup_key)
+        await dpapi2.upsert_domain_backup_key(backup_key)
 
         # Check initial state (should have backup key but no masterkeys)
         backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
@@ -138,7 +138,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
             key_data=base64.b64decode(backup_key_data["key"]),
             domain_controller=backup_key_data["dc"],
         )
-        await dpapi_no_auto.add_domain_backup_key(backup_key_disabled)
+        await dpapi_no_auto.upsert_domain_backup_key(backup_key_disabled)
         await asyncio.sleep(0.1)
 
         # Check state after backup key
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 908ed81..96346e5 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -65,7 +65,7 @@ async def dpapi_background_monitor() -> None:
             backupkeys = await dpapi_manager._backup_key_repo.get_all_backup_keys()
             num_system_creds = await dpapi_manager._dpapi_system_cred_repo.get_all_credentials()
             logger.info(
-                "Background DPAPI manager loop tick",
+                "Background DPAPI loop tick",
                 total_mks=len(num_masterkeys),
                 num_enc_mks=num_enc_masterkeys,
                 num_dec_mks=num_dec_masterkeys,

From f56c11d5f267b65f1c989e185b47d8c23c114f81 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 9 Sep 2025 09:38:19 -0700
Subject: [PATCH 055/279] remove testing code

---
 .../file_enrichment/routes/dpapi.py           | 21 +------------------
 1 file changed, 1 insertion(+), 20 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 96346e5..5ea1692 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -20,7 +20,7 @@ from common.models2.dpapi import (
 )
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential, MasterKey
+from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
@@ -38,25 +38,6 @@ DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
 async def dpapi_background_monitor() -> None:
     dpapi_manager = get_dpapi_manager()
 
-    await dpapi_manager.upsert_masterkey(
-        MasterKey(
-            guid=UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d"),
-            encrypted_key_usercred=bytes.fromhex(
-                "02000000978d9c959a6a9685a55270cb4fc103d7401f00000e800000106600004b7ee6c2475c4519f48a68c7bc81acb70c63aa1ded8014fd313a4787cd7e1306191d004f6a61e85524222a18ba71f97e1bd83c12ca4ce95054394f7c33c42bc6fddd26f2109e4afb404ca9fb96c6212cf5fda0243eafda0eabbd28002264f9d707e00996a682c30ca6749fb251c8a4c4182157aed0407560cd5b7d3368b59541a0bc13dc8ee141625961edde82bf693a"
-            ),
-            encrypted_key_backup=bytes.fromhex(
-                "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"
-            ),
-        )
-    )
-
-    await dpapi_manager.upsert_masterkey(
-        MasterKey(
-            guid=UUID("dd26f81a-4ed9-49fd-8b45-42723d8ae006"),
-            encrypted_key_usercred=b'\x02\x00\x00\x00\xbd*N\x8a\x1ff\xc1\xc2\x9d\x97*\xd3%4\xa8\x01@\x1f\x00\x00\x0e\x80\x00\x00\x10f\x00\x00\xa6\xfd\xdb\xe7N+\x89u\xfe\x89l\x07[\xeea\xc5\xae\xe3\x11+5\xab\xc3\x9f\x96\xd8"\x9b<:\xfe\x92\xf9\xc1\xdb\x12B\xed\xcb\x84\xffa\xbc<p\xf9U\xe7=\x99\xb6\xc1\xad\xbc\x1c\x8d%\x8a*\xfdU\xd5S\xc4\x85\xee\xaeu\x15U,\xe7\x80Z\xf7\x84\xb9\xc0.|\xc3\xdc}\xacV\xfa\x8f\xa5\x9fa\xeb\xb7\xf4\xad\x03x\xad\xe2\xf6\xe4V\xdbf+\xa2\xba8D\x1eT,\x07\x1a*`\xaa\x17\x985\xa9\x0e\xb1\xf1o\xa2\x05x\x08s\x197\xb2\xc4\xeb0\xdb+\x1c\xee\x02\xff\xf0R)',
-        )
-    )
-
     while True:
         try:
             num_masterkeys = await dpapi_manager.get_all_masterkeys()

From 1b48db7603a54ac241db75d5b359ce82ec5aac1e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 17 Sep 2025 12:19:04 +0300
Subject: [PATCH 056/279] Updated `agents.md` documentation

-Updated `agents.md` documentation
---
 docs/agents.md                                |  17 +++++++++++++++--
 docs/images/agent_dotnet_analysis.png         | Bin 0 -> 356685 bytes
 docs/images/agent_dotnet_analysis_results.png | Bin 0 -> 396013 bytes
 3 files changed, 15 insertions(+), 2 deletions(-)
 create mode 100644 docs/images/agent_dotnet_analysis.png
 create mode 100644 docs/images/agent_dotnet_analysis_results.png

diff --git a/docs/agents.md b/docs/agents.md
index 531b65f..96ffd3a 100644
--- a/docs/agents.md
+++ b/docs/agents.md
@@ -10,6 +10,7 @@ Nemesis currently has the following agents:
 | --------------------- | ---------- | ------------------ | -------------------------------------------------------------------------------------------------- |
 | `validate`            | LLM-based  | true               | Validates security findings by triaging them as true positives, false positives, or needing review |
 | `credential_analyzer` | LLM-based  | false              | Extracts credentials and passwords from text content using LLM analysis                            |
+| `dotnet_analyzer`     | LLM-based  | false              | Adapted .NET vulnerability analyzer from @Dreadnode.                                               |
 | `summarizer`          | LLM-based  | false              | Creates concise summaries of text content using LLM analysis                                       |
 | `jwt`                 | Rule-based | true               | Rule-based JWT analysis that checks expiry status and identifies sample data                       |
 
@@ -35,7 +36,7 @@ This agent will run/triage all findings that come in except for the following ca
 
 ### Credential Analyzer
 
-The `credential_analyzer` agent is an LLM-powered agent that will examine a text file for any credentials that might be present. It does **not** run automatically, but is triggered manually from a file details interace:
+The `credential_analyzer` agent is an LLM-powered agent that will examine a text file for any credentials that might be present. It does **not** run automatically, but is triggered manually from a file details interface:
 
 ![Agent Credential Extraction](images/agent_credential_extraction.png)
 
@@ -43,9 +44,21 @@ Once processing is complete, a markdown file will appear with any results in the
 
 ![Agent Credential Extraction Results](images/agent_credential_extraction_results.png)
 
+### .NET Analyzer
+
+The `dotnet_analyzer` agent is an LLM-powered agent directly adapted from [@Dreadnode](https://x.com/dreadnode)'s [example-agents](https://github.com/dreadnode/example-agents) repo. It will analyze a .NET binary using a number of callable tools, searching for security issues.
+
+It does **not** run automatically, but is triggered manually from a file details interface. A confirmation dialog will confirm running the agent, as it may take a bit of time and tokens.
+
+![.NET Analysis](images/agent_dotnet_analysis.png)
+
+Once processing is complete, a markdown file will appear with any results in the transforms tab under ".NET Assembly Analysis":
+
+![.NET Analysis Results](images/agent_dotnet_analysis_results.png)
+
 ### Text Summarizer
 
-The text `summarizer` agent is an LLM-powered agent that will summarize. Like the credential analizer, it does **not** run automatically, but is triggered manually from a file details interace. After processing, it will display the markdown-formatted text summary:
+The text `summarizer` agent is an LLM-powered agent that will summarize. Like the credential analizer, it does **not** run automatically, but is triggered manually from a file details interface. After processing, it will display the markdown-formatted text summary:
 
 ![Agent Text Summarizer](images/agent_text_summarizer.png)
 
diff --git a/docs/images/agent_dotnet_analysis.png b/docs/images/agent_dotnet_analysis.png
new file mode 100644
index 0000000000000000000000000000000000000000..27772b50e52fab349ed12eff98d86fe9c301cb68
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HcmV?d00001


From 65c4156a7cd40f357fe1c021da63c50763cca564 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 23 Sep 2025 12:10:43 -0700
Subject: [PATCH 057/279] group imports, fix example warnings

---
 libs/nemesis_dpapi/examples/example.py                   | 6 +++---
 projects/file_enrichment/file_enrichment/routes/dpapi.py | 7 +++----
 2 files changed, 6 insertions(+), 7 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index e5d8132..26f8601 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -49,6 +49,9 @@ async def main() -> None:
     backup_key_bytes = base64.b64decode(backup_key_data["key"])
     fake_backup_key_bytes = backup_key_bytes[0:499] + b"\x00" + backup_key_bytes[500:]
 
+    if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
+        raise ValueError("Invalid masterkey file")
+
     print("\n=== Adding Real DPAPI Data ===")
 
     print("=== DPAPI Library Usage with Events ===")
@@ -99,9 +102,6 @@ async def main() -> None:
         decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
 
-        if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
-            raise ValueError("Invalid masterkey file")
-
         await dpapi.upsert_masterkey(
             MasterKey(
                 guid=masterkey_file.masterkey_guid,
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 5ea1692..4e32567 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -18,9 +18,12 @@ from common.models2.dpapi import (
     Pbkdf2StrongCredentialKey,
     Sha1CredentialKey,
 )
+from Crypto.Hash import SHA1
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
 from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential
+from nemesis_dpapi.core import MasterKey
+from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
@@ -133,8 +136,6 @@ async def _handle_decrypted_master_key_credential(
     dpapi_manager: DpapiManager, request: DecryptedMasterKeyCredential
 ) -> dict:
     """Handle decrypted master key credential submission."""
-    from Crypto.Hash import SHA1
-    from nemesis_dpapi.core import MasterKey
 
     processed_guids = []
     existing_guids = []
@@ -185,8 +186,6 @@ async def _handle_password_based_credential(
     dpapi_manager: DpapiManager,
     request: PasswordCredentialKey | NtlmHashCredentialKey | Sha1CredentialKey | Pbkdf2StrongCredentialKey,
 ):
-    from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
-
     decryptor = MasterKeyDecryptorService(dpapi_manager)
 
     if isinstance(request, PasswordCredentialKey):

From c62e983d5c949b6b404e142ffc24adec46fbf353 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 23 Sep 2025 12:21:47 -0700
Subject: [PATCH 058/279] add comments that explain examples

---
 libs/nemesis_dpapi/examples/example.py        | 27 ++++++++++++++++++-
 .../examples/masterkey_auto_decrypt.py        | 22 ++++++++++++++-
 2 files changed, 47 insertions(+), 2 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 26f8601..6b33737 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -1,4 +1,29 @@
-"""Updated example showing DPAPI manager usage with eventing."""
+"""Example showing DPAPI usage with eventing.
+
+This example demonstrates the complete DPAPI workflow including:
+
+1. Event monitoring setup
+   - Creates a custom DpapiObserver to monitor library events
+   - Subscribes to events for encrypted masterkeys, domain backup keys, and plaintext masterkeys
+   - Shows how to track DPAPI operations in real-time
+
+2. Masterkey management
+   - Loads masterkey files and domain backup key
+   - Adds multiple encrypted masterkeys to the DpapiManager
+   - Demonstrates both fake and real backup key scenarios
+
+3. Domain backup key operations
+   - First adds a fake/invalid backup key (shows failed decryption)
+   - Then adds the domain backup key
+   - Shows automatic decryption of masterkeys when valid backup key is added
+
+4. DPAPI blob decryption
+   - Loads an encrypted DPAPI blob
+   - Parses the blob to extract its masterkey GUID
+   - Decrypts the blob using the previously loaded masterkeys
+   - Displays the decrypted plaintext content
+
+"""
 
 import asyncio
 import base64
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index cb3ff5c..c5629f7 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -1,4 +1,24 @@
-"""Demo showing built-in auto-decryption functionality using test data."""
+"""Demo showing built-in auto-decryption functionality using test data.
+
+This example demonstrates the automatic decryption of DPAPI masterkeys when
+domain backup keys are added to the DpapiManager. It runs three scenarios:
+
+1. Add encrypted masterkeys first, then add domain backup key
+   - Loads encrypted masterkeys into the manager
+   - Adds domain backup key which triggers automatic decryption of existing keys
+   - Shows how auto-decryption works on previously stored encrypted keys
+
+2. Add domain backup key first, then add masterkeys
+   - Adds domain backup key to the manager first
+   - Loads encrypted masterkeys which are automatically decrypted upon insertion
+   - Demonstrates auto-decryption of newly added keys
+
+3. Auto-decryption disabled
+   - Shows the same operations with auto_decrypt=False
+   - Proves that no automatic decryption occurs when the feature is disabled
+   - Validates that the auto-decryption is controllable
+
+"""
 
 import asyncio
 import base64

From 91cc2b40283d599f57c3a254c1d73b24551c3c66 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 23 Sep 2025 15:45:32 -0700
Subject: [PATCH 059/279] dpapi postgres hookups, backup key validation

---
 compose.override.yaml                         |  7 +-
 compose.yaml                                  | 10 +--
 infra/postgres/01-schema.sql                  | 24 +++++++
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 46 ++++++++++++-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 16 +----
 .../nemesis_dpapi/masterkey_decryptor.py      | 10 ++-
 .../nemesis_dpapi/storage_postgres.py         | 69 ++++++-------------
 libs/nemesis_dpapi/tests/test_core.py         | 46 ++++++++++---
 .../file_enrichment/routes/dpapi.py           | 34 ++++++++-
 9 files changed, 179 insertions(+), 83 deletions(-)

diff --git a/compose.override.yaml b/compose.override.yaml
index 0bfed43..33f5a36 100644
--- a/compose.override.yaml
+++ b/compose.override.yaml
@@ -129,4 +129,9 @@ services:
       - ./projects/document_conversion/document_conversion:/src/projects/document_conversion/document_conversion
       - /src/projects/document_conversion/.venv
     environment:
-      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
\ No newline at end of file
+      - LOG_LEVEL=${LOG_LEVEL:-DEBUG}
+
+  postgres:
+    # expose the port locally
+    ports:
+      - "5432:5432"
\ No newline at end of file
diff --git a/compose.yaml b/compose.yaml
index 2746135..56fa1ec 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -81,7 +81,7 @@ services:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_PASSWORD=${RABBITMQ_PASSWORD:?}
       - RABBITMQ_USER=${RABBITMQ_USER:?}
     depends_on:
@@ -265,7 +265,7 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
@@ -438,7 +438,7 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - POSTGRES_CONNECTION_URL=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
       - HASURA_ADMIN_SECRET=${HASURA_ADMIN_SECRET:-pass456}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
@@ -494,7 +494,7 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
     depends_on:
       housekeeping: { condition: service_started }
       placement: { condition: service_started }
@@ -555,7 +555,7 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=host=postgres user=${POSTGRES_USER} password=${POSTGRES_PASSWORD} dbname=enrichment port=5432 sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
     depends_on:
       document-conversion: { condition: service_started }
diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 9244482..b3493d2 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -739,3 +739,27 @@ CREATE TABLE IF NOT EXISTS chromium.cookies (
     FOREIGN KEY (state_key_id) REFERENCES chromium.state_keys(id) ON DELETE SET NULL,
     UNIQUE (source, username, browser, host_key, name, path)
 );
+
+-- DPAPI tables
+CREATE SCHEMA dpapi;
+
+CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
+    guid TEXT PRIMARY KEY,
+    encrypted_key_usercred BYTEA,
+    encrypted_key_backup BYTEA,
+    plaintext_key BYTEA,
+    plaintext_key_sha1 BYTEA,
+    backup_key_guid TEXT
+);
+
+CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
+    guid TEXT PRIMARY KEY,
+    key_data BYTEA NOT NULL,
+    domain_controller TEXT
+);
+
+CREATE TABLE IF NOT EXISTS dpapi.system_credentials (
+    id SERIAL PRIMARY KEY,
+    user_key BYTEA NOT NULL,
+    machine_key BYTEA NOT NULL
+);
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 900e68c..71570bf 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -12,7 +12,7 @@ from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FI
 from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
-from pydantic import ConfigDict
+from pydantic import ConfigDict, field_validator
 
 from .crypto import MasterKeyEncryptionKey
 from .dpapi_blob import DPAPI_BLOB
@@ -350,6 +350,50 @@ class DomainBackupKey(BaseModel):
     key_data: bytes
     domain_controller: str | None = None
 
+    @field_validator("key_data")
+    @classmethod
+    def validate_key_data(cls, v: bytes) -> bytes:
+        """Validate that key_data contains a correctly formatted domain backup key.
+
+        A valid domain backup key should:
+        1. Be at least large enough to contain a PVK file header
+        2. Have a valid PVK file header structure
+        3. Have a valid PRIVATE_KEY_BLOB structure following the header
+
+        Args:
+            v: The key_data bytes to validate
+
+        Returns:
+            The validated key_data bytes
+
+        Raises:
+            ValueError: If the key_data is not a valid domain backup key
+        """
+        if not isinstance(v, bytes):
+            raise ValueError("key_data must be bytes")
+
+        # Check minimum size - PVK header is at least 20 bytes
+        pvk_header_size = len(PVK_FILE_HDR())
+        if len(v) < pvk_header_size:
+            raise ValueError(f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header")
+
+        try:
+            # Validate PVK header can be parsed
+            PVK_FILE_HDR(v[:pvk_header_size])
+        except Exception as e:
+            raise ValueError(f"Invalid PVK file header: {e}") from e
+
+        try:
+            # Validate PRIVATE_KEY_BLOB can be parsed from the remaining data
+            private_key_data = v[pvk_header_size:]
+            if len(private_key_data) == 0:
+                raise ValueError("No private key data found after PVK header")
+            PRIVATE_KEY_BLOB(private_key_data)
+        except Exception as e:
+            raise ValueError(f"Invalid private key blob: {e}") from e
+
+        return v
+
     def decrypt_masterkey_file(self, masterkey_file: MasterKeyFile) -> MasterKey:
         """Decrypt a masterkey file using this domain backup key.
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index cd1ef06..047c79e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -16,11 +16,7 @@ from .eventing import (
     NewPlaintextMasterKeyEvent,
     Publisher,
 )
-from .exceptions import (
-    DpapiBlobDecryptionError,
-    MasterKeyNotDecryptedError,
-    MasterKeyNotFoundError,
-)
+from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 from .storage_in_memory import (
     InMemoryDomainBackupKeyRepository,
     InMemoryDpapiSystemCredentialRepository,
@@ -30,7 +26,6 @@ from .storage_postgres import (
     PostgresDomainBackupKeyRepository,
     PostgresDpapiSystemCredentialRepository,
     PostgresMasterKeyRepository,
-    create_tables,
 )
 
 if TYPE_CHECKING:
@@ -47,9 +42,7 @@ from .repositories import MasterKeyFilter
 class DpapiManager(Publisher):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(
-        self, storage_backend: str = "memory", auto_decrypt: bool = True
-    ) -> None:
+    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -86,13 +79,10 @@ class DpapiManager(Publisher):
             if pool is None:
                 raise ValueError("Failed to create PostgreSQL connection pool")
             self._pg_pool = pool
-            await create_tables(self._pg_pool)
 
             self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
             self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
-            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(
-                self._pg_pool
-            )
+            self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(self._pg_pool)
         else:
             raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 95dbfb3..f694d72 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -1,4 +1,5 @@
 import asyncio
+from time import perf_counter
 
 from common.logger import get_logger
 
@@ -43,6 +44,7 @@ class MasterKeyDecryptorService:
         self, mk_keys_to_try: list[MasterKeyEncryptionKey], credential_type: type
     ) -> None:
         """Perform master key decryption attempts in background."""
+        start_time = perf_counter()
         try:
             logger.info(f"Starting background decryption for credential type: {credential_type.__name__}")
 
@@ -66,11 +68,15 @@ class MasterKeyDecryptorService:
                         continue
 
             # TODO: Notify the user that new master keys have been decrypted
-            logger.info(f"Background decryption completed. Decrypted {decrypted_count} master keys")
+            elapsed_time = perf_counter() - start_time
+            logger.info(
+                f"Background decryption completed. Decrypted {decrypted_count}/({len(encrypted_masterkeys)}) master keys in {elapsed_time:.2f} seconds"
+            )
 
         except Exception as e:
+            elapsed_time = perf_counter() - start_time
             logger.error(
-                f"Error in background masterkey decryption task. Cred type: {credential_type.__name__}. Error: {e}"
+                f"Error in background masterkey decryption task. Cred type: {credential_type.__name__}. Error: {e}. Elapsed time: {elapsed_time:.2f} seconds"
             )
 
     def _generate_mk_encryption_keys(
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 246ca84..925d14d 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -8,6 +8,10 @@ from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
 from .exceptions import StorageError
 from .repositories import MasterKeyFilter
 
+MASTKEYS_TABLE = "dpapi.masterkeys"
+BACKUPKEYS_TABLE = "dpapi.domain_backup_keys"
+SYSTEMCREDS_TABLE = "dpapi.system_credentials"
+
 
 class PostgresMasterKeyRepository:
     """PostgreSQL storage for masterkeys."""
@@ -19,8 +23,8 @@ class PostgresMasterKeyRepository:
         """Add or update a masterkey in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
-                """
-                INSERT INTO masterkeys (guid, encrypted_key_usercred, encrypted_key_backup,
+                f"""
+                INSERT INTO {MASTKEYS_TABLE} (guid, encrypted_key_usercred, encrypted_key_backup,
                                       plaintext_key, plaintext_key_sha1, backup_key_guid)
                 VALUES ($1, $2, $3, $4, $5, $6)
                 ON CONFLICT (guid) DO UPDATE SET
@@ -41,7 +45,7 @@ class PostgresMasterKeyRepository:
     async def get_masterkey(self, guid: UUID) -> MasterKey | None:
         """Retrieve a masterkey by GUID."""
         async with self.pool.acquire() as conn:
-            row = await conn.fetchrow("SELECT * FROM masterkeys WHERE guid = $1", str(guid))
+            row = await conn.fetchrow(f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1", str(guid))
             if not row:
                 return None
 
@@ -60,7 +64,7 @@ class PostgresMasterKeyRepository:
         """Retrieve masterkeys with optional filtering."""
         async with self.pool.acquire() as conn:
             # Build query based on filters
-            query = "SELECT * FROM masterkeys"
+            query = f"SELECT * FROM {MASTKEYS_TABLE}"
             params = []
             conditions = []
 
@@ -96,8 +100,8 @@ class PostgresMasterKeyRepository:
         """Update an existing masterkey."""
         async with self.pool.acquire() as conn:
             result = await conn.execute(
-                """
-                UPDATE masterkeys
+                f"""
+                UPDATE {MASTKEYS_TABLE}
                 SET encrypted_key_usercred = $2, encrypted_key_backup = $3,
                     plaintext_key = $4, plaintext_key_sha1 = $5, backup_key_guid = $6
                 WHERE guid = $1
@@ -115,7 +119,7 @@ class PostgresMasterKeyRepository:
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute("DELETE FROM masterkeys WHERE guid = $1", str(guid))
+            result = await conn.execute(f"DELETE FROM {MASTKEYS_TABLE} WHERE guid = $1", str(guid))
             if result == "DELETE 0":
                 raise StorageError(f"Masterkey {guid} not found")
 
@@ -130,20 +134,20 @@ class PostgresDomainBackupKeyRepository:
         """Add or update a domain backup key in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
-                """
-                INSERT INTO domain_backup_keys (guid, key_data)
+                f"""
+                INSERT INTO {BACKUPKEYS_TABLE} (guid, key_data)
                 VALUES ($1, $2)
                 ON CONFLICT (guid) DO UPDATE SET
                     key_data = EXCLUDED.key_data
                 """,
                 str(key.guid),
-                key.key_data
+                key.key_data,
             )
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
         """Retrieve a backup key by GUID."""
         async with self.pool.acquire() as conn:
-            row = await conn.fetchrow("SELECT * FROM domain_backup_keys WHERE guid = $1", str(guid))
+            row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
             if not row:
                 return None
 
@@ -152,13 +156,13 @@ class PostgresDomainBackupKeyRepository:
     async def get_all_backup_keys(self) -> list[DomainBackupKey]:
         """Retrieve all backup keys."""
         async with self.pool.acquire() as conn:
-            rows = await conn.fetch("SELECT * FROM domain_backup_keys")
+            rows = await conn.fetch(f"SELECT * FROM {BACKUPKEYS_TABLE}")
             return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
 
     async def delete_backup_key(self, guid: UUID) -> None:
         """Delete a backup key by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute("DELETE FROM domain_backup_keys WHERE guid = $1", str(guid))
+            result = await conn.execute(f"DELETE FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
             if result == "DELETE 0":
                 raise StorageError(f"Domain backup key {guid} not found")
 
@@ -173,8 +177,8 @@ class PostgresDpapiSystemCredentialRepository:
         """Add or update a DPAPI system credential in storage."""
         async with self.pool.acquire() as conn:
             await conn.execute(
-                """
-                INSERT INTO dpapi_system_credentials (user_key, machine_key)
+                f"""
+                INSERT INTO {SYSTEMCREDS_TABLE} (user_key, machine_key)
                 VALUES ($1, $2)
                 ON CONFLICT (user_key, machine_key) DO NOTHING
                 """,
@@ -185,41 +189,10 @@ class PostgresDpapiSystemCredentialRepository:
     async def get_all_credentials(self) -> list[DpapiSystemCredential]:
         """Retrieve all DPAPI system credentials."""
         async with self.pool.acquire() as conn:
-            rows = await conn.fetch("SELECT * FROM dpapi_system_credentials")
+            rows = await conn.fetch(f"SELECT * FROM {SYSTEMCREDS_TABLE}")
             return [DpapiSystemCredential(user_key=row["user_key"], machine_key=row["machine_key"]) for row in rows]
 
     async def delete_all_credentials(self) -> None:
         """Delete all DPAPI system credentials."""
         async with self.pool.acquire() as conn:
-            await conn.execute("DELETE FROM dpapi_system_credentials")
-
-
-async def create_tables(connection_pool: asyncpg.Pool) -> None:
-    """Create database tables for DPAPI storage."""
-    async with connection_pool.acquire() as conn:
-        await conn.execute("""
-            CREATE TABLE IF NOT EXISTS masterkeys (
-                guid TEXT PRIMARY KEY,
-                encrypted_key_usercred BYTEA,
-                encrypted_key_backup BYTEA,
-                plaintext_key BYTEA,
-                plaintext_key_sha1 BYTEA,
-                backup_key_guid TEXT
-            )
-        """)
-
-        await conn.execute("""
-            CREATE TABLE IF NOT EXISTS domain_backup_keys (
-                guid TEXT PRIMARY KEY,
-                key_data BYTEA NOT NULL,
-                domain_controller TEXT
-            )
-        """)
-
-        await conn.execute("""
-            CREATE TABLE IF NOT EXISTS dpapi_system_credentials (
-                id SERIAL PRIMARY KEY,
-                user_key BYTEA NOT NULL,
-                machine_key BYTEA NOT NULL
-            )
-        """)
+            await conn.execute(f"DELETE FROM {SYSTEMCREDS_TABLE}")
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 3370deb..6ae6600 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -215,13 +215,16 @@ class TestBlob:
 class TestDomainBackupKey:
     """Test DomainBackupKey dataclass."""
 
-    def test_create_domain_backup_key(self):
+    def test_create_domain_backup_key(self, get_file_path):
         """Test creating DomainBackupKey."""
-        from uuid import uuid4
+        # Load valid backup key data from fixtures
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
 
-        guid = uuid4()
-        key_data = b"backup_key_data_here"
-        domain_controller = "DC01.example.com"
+        guid = UUID(backupkey_data["backup_key_guid"])
+        key_data = base64.b64decode(backupkey_data["key"])
+        domain_controller = backupkey_data["dc"]
 
         backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
 
@@ -229,12 +232,15 @@ class TestDomainBackupKey:
         assert backup_key.key_data == key_data
         assert backup_key.domain_controller == domain_controller
 
-    def test_create_domain_backup_key_no_dc(self):
+    def test_create_domain_backup_key_no_dc(self, get_file_path):
         """Test creating DomainBackupKey without domain controller."""
-        from uuid import uuid4
+        # Load valid backup key data from fixtures
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
 
-        guid = uuid4()
-        key_data = b"backup_key_data_here"
+        guid = UUID(backupkey_data["backup_key_guid"])
+        key_data = base64.b64decode(backupkey_data["key"])
 
         backup_key = DomainBackupKey(guid=guid, key_data=key_data)
 
@@ -335,8 +341,8 @@ class TestDomainBackupKey:
         """Test decrypting a masterkey file without domain backup key raises exception."""
         from uuid import uuid4
 
-        # Create a backup key
-        backup_key = DomainBackupKey(guid=uuid4(), key_data=b"fake_key_data")
+        # Create a backup key with fake data (bypassing validation using model_construct)
+        backup_key = DomainBackupKey.model_construct(guid=uuid4(), key_data=b"fake_key_data")
 
         # Load the local masterkey file (no domain backup key)
         masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
@@ -345,6 +351,24 @@ class TestDomainBackupKey:
         with pytest.raises(ValueError, match="contains no domain backup key"):
             backup_key.decrypt_masterkey_file(masterkey_file)
 
+    def test_domain_backup_key_validation(self):
+        """Test that DomainBackupKey validates key_data format."""
+        from uuid import uuid4
+
+        guid = uuid4()
+
+        # Test with invalid key data (too short)
+        with pytest.raises(ValueError, match="key_data too short"):
+            DomainBackupKey(guid=guid, key_data=b"too_short")
+
+        # Test with empty key data
+        with pytest.raises(ValueError, match="key_data too short"):
+            DomainBackupKey(guid=guid, key_data=b"")
+
+        # Test with non-bytes key data should be caught by Pydantic
+        with pytest.raises(ValueError):
+            DomainBackupKey(guid=guid, key_data="not_bytes")
+
 
 class TestDpapiSystemSecret:
     """Tests for DpapiSystemSecret class."""
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 4e32567..0ed21d7 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -28,19 +28,49 @@ from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
 
+with DaprClient() as client:
+    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
 
 # Using lru_cache to create a singleton instance of DpapiManager
 @lru_cache
 def get_dpapi_manager() -> DpapiManager:
-    return DpapiManager(storage_backend="memory")
+    return DpapiManager(storage_backend=postgres_connection_string)
 
 
 DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
 
 
 async def dpapi_background_monitor() -> None:
+    logger.info("Starting DPAPI background monitor task")
     dpapi_manager = get_dpapi_manager()
 
+    # Add 100 keys, but slightlight modify the GUIDs to avoid conflicts
+    for i in range(64):
+        logger.info(f"Adding sample masterkey {i + 1}/64")
+
+        try:
+            await dpapi_manager.upsert_masterkey(
+                MasterKey(
+                    guid=UUID(f"ed93694f-5a6d-46e2-b821-219f2c0ecd{i:02x}"),
+                    encrypted_key_usercred=bytes.fromhex(
+                        "02000000978d9c959a6a9685a55270cb4fc103d7401f00000e800000106600004b7ee6c2475c4519f48a68c7bc81acb70c63aa1ded8014fd313a4787cd7e1306191d004f6a61e85524222a18ba71f97e1bd83c12ca4ce95054394f7c33c42bc6fddd26f2109e4afb404ca9fb96c6212cf5fda0243eafda0eabbd28002264f9d707e00996a682c30ca6749fb251c8a4c4182157aed0407560cd5b7d3368b59541a0bc13dc8ee141625961edde82bf693a"
+                    ),
+                    encrypted_key_backup=bytes.fromhex(
+                        "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"
+                    ),
+                )
+            )
+
+            await dpapi_manager.upsert_masterkey(
+                MasterKey(
+                    guid=UUID(f"dd26f81a-4ed9-49fd-8b45-42723d8ae0{i:02x}"),
+                    encrypted_key_usercred=b'\x02\x00\x00\x00\xbd*N\x8a\x1ff\xc1\xc2\x9d\x97*\xd3%4\xa8\x01@\x1f\x00\x00\x0e\x80\x00\x00\x10f\x00\x00\xa6\xfd\xdb\xe7N+\x89u\xfe\x89l\x07[\xeea\xc5\xae\xe3\x11+5\xab\xc3\x9f\x96\xd8"\x9b<:\xfe\x92\xf9\xc1\xdb\x12B\xed\xcb\x84\xffa\xbc<p\xf9U\xe7=\x99\xb6\xc1\xad\xbc\x1c\x8d%\x8a*\xfdU\xd5S\xc4\x85\xee\xaeu\x15U,\xe7\x80Z\xf7\x84\xb9\xc0.|\xc3\xdc}\xacV\xfa\x8f\xa5\x9fa\xeb\xb7\xf4\xad\x03x\xad\xe2\xf6\xe4V\xdbf+\xa2\xba8D\x1eT,\x07\x1a*`\xaa\x17\x985\xa9\x0e\xb1\xf1o\xa2\x05x\x08s\x197\xb2\xc4\xeb0\xdb+\x1c\xee\x02\xff\xf0R)',
+                )
+            )
+        except Exception as e:
+            logger.error(f"Error adding sample masterkey {i + 1}/256: {e}")
     while True:
         try:
             num_masterkeys = await dpapi_manager.get_all_masterkeys()
@@ -123,7 +153,7 @@ async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, requ
 
     # Decode URL encoded value for string-based credentials
     credential_value = urllib.parse.unquote(request.value)
-    pvk_data = base64.b64decode(credential_value)
+    pvk_data = base64.b64decode(credential_value, validate=True)
     backup_key = DomainBackupKey(
         guid=UUID(request.guid),  # Use the provided GUID
         key_data=pvk_data,

From 113f197b8866b28b8ea20841e1047375eedc5fb9 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 23 Sep 2025 23:15:32 -0700
Subject: [PATCH 060/279] add decryption benchmarks

---
 libs/nemesis_dpapi/README.md                  |  18 ++
 libs/nemesis_dpapi/poetry.lock                |  35 +++-
 libs/nemesis_dpapi/pyproject.toml             |  12 ++
 libs/nemesis_dpapi/tests/README.md            |   2 +-
 .../tests/benchmarks/__init__.py              |   1 +
 .../benchmarks/bench_backupkey_decryption.py  | 106 ++++++++++
 .../bench_masterkey_password_decryption.py    | 194 ++++++++++++++++++
 7 files changed, 366 insertions(+), 2 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/benchmarks/__init__.py
 create mode 100644 libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
 create mode 100644 libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py

diff --git a/libs/nemesis_dpapi/README.md b/libs/nemesis_dpapi/README.md
index e69de29..41dec1f 100644
--- a/libs/nemesis_dpapi/README.md
+++ b/libs/nemesis_dpapi/README.md
@@ -0,0 +1,18 @@
+# Tests
+Run all unit tests:
+```bash
+poetry run pytest
+```
+
+
+
+# Benchmarks
+Run only benchmark tests:
+```bash
+poetry run pytest  --benchmark-only -v
+```
+
+Run benchmarks in a file:
+```bash
+poetry run pytest tests/benchmarks/bench_backupkey_decryption.py::TestMasterkeyDecryptionBenchmarks::test_single_masterkey_decryption --benchmark-only -v
+```
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 3c9e43f..1f1566d 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -712,6 +712,18 @@ files = [
 dev = ["pre-commit", "tox"]
 testing = ["coverage", "pytest", "pytest-benchmark"]
 
+[[package]]
+name = "py-cpuinfo"
+version = "9.0.0"
+description = "Get CPU info with pure Python"
+optional = false
+python-versions = "*"
+groups = ["dev"]
+files = [
+    {file = "py-cpuinfo-9.0.0.tar.gz", hash = "sha256:3cdbbf3fac90dc6f118bfd64384f309edeadd902d7c8fb17f02ffa1fc3f49690"},
+    {file = "py_cpuinfo-9.0.0-py3-none-any.whl", hash = "sha256:859625bc251f64e21f077d099d4162689c762b5d6a4c3c97553d56241c9674d5"},
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
@@ -1079,6 +1091,27 @@ pytest = ">=8.2,<9"
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
 testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
 
+[[package]]
+name = "pytest-benchmark"
+version = "5.1.0"
+description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-benchmark-5.1.0.tar.gz", hash = "sha256:9ea661cdc292e8231f7cd4c10b0319e56a2118e2c09d9f50e1b3d150d2aca105"},
+    {file = "pytest_benchmark-5.1.0-py3-none-any.whl", hash = "sha256:922de2dfa3033c227c96da942d1878191afa135a29485fb942e85dff1c592c89"},
+]
+
+[package.dependencies]
+py-cpuinfo = "*"
+pytest = ">=8.1"
+
+[package.extras]
+aspect = ["aspectlib"]
+elasticsearch = ["elasticsearch"]
+histogram = ["pygal", "pygaljs", "setuptools"]
+
 [[package]]
 name = "pytest-cov"
 version = "6.3.0"
@@ -1237,4 +1270,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "d0efd0275e7e6dad08459a34c2db1d2581df02809430e88abf0f2312cccd9327"
+content-hash = "804a08e8e1ce420b3d060b4731baf50c90b02be834394344264896897c4f60d3"
diff --git a/libs/nemesis_dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
index 65d28bd..f008f72 100644
--- a/libs/nemesis_dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -23,3 +23,15 @@ pytest = "^8.4.1"
 pytest-asyncio = "^0.25.0"
 dpapick3 = "^0.7.1"
 pytest-cov = "^6.3.0"
+pytest-benchmark = "^5.1.0"
+
+[tool.pytest.ini_options]
+markers = [
+    "benchmark: performance benchmark tests"
+]
+# Skip benchmarks by default (use --benchmark-only to run them)
+addopts = "--benchmark-skip"
+# Test discovery patterns
+testpaths = ["tests"]
+python_files = ["test_*.py", "bench_*.py"]
+
diff --git a/libs/nemesis_dpapi/tests/README.md b/libs/nemesis_dpapi/tests/README.md
index 80bbaa2..6ab0ffd 100644
--- a/libs/nemesis_dpapi/tests/README.md
+++ b/libs/nemesis_dpapi/tests/README.md
@@ -3,7 +3,7 @@
 
 # DPAPI Blobs
 Test blobs were created with PowerShell:
-```
+```powershell
 Add-Type -AssemblyName System.Security
 $data    = [Text.Encoding]::ASCII.GetBytes("test")
 $encrypted_no_entropy = [Security.Cryptography.ProtectedData]::Protect($data, $null, 'CurrentUser')
diff --git a/libs/nemesis_dpapi/tests/benchmarks/__init__.py b/libs/nemesis_dpapi/tests/benchmarks/__init__.py
new file mode 100644
index 0000000..48d2403
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/benchmarks/__init__.py
@@ -0,0 +1 @@
+# Benchmark tests for DPAPI operations
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
new file mode 100644
index 0000000..8dfde91
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
@@ -0,0 +1,106 @@
+"""Benchmarks for DPAPI masterkey decryption operations."""
+
+import base64
+import json
+from uuid import UUID
+
+import pytest
+from nemesis_dpapi import DomainBackupKey, MasterKeyFile
+
+
+class TestMasterkeyDecryptionBenchmarks:
+    """Benchmark tests for masterkey decryption operations."""
+
+    def test_single_masterkey_decryption(self, benchmark, get_file_path):
+        """Benchmark decrypting a single masterkey using domain backup key."""
+        # Load domain backup key
+        backup_key_path = get_file_path("backupkey.json")
+        with open(backup_key_path) as f:
+            backup_key_data = json.load(f)
+
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        # Load masterkey file
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Verify setup works
+        test_result = backup_key.decrypt_masterkey_file(masterkey_file)
+        assert test_result.is_decrypted, "Test decryption failed - benchmark cannot proceed"
+
+        # Run benchmark
+        result = benchmark(backup_key.decrypt_masterkey_file, masterkey_file)
+
+        # Verify result
+        assert result.is_decrypted
+        assert result.plaintext_key_sha1 is not None
+        assert result.plaintext_key_sha1.hex() == "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
+
+    def test_masterkey_decryption_with_warmup(self, benchmark, get_file_path):
+        """Benchmark masterkey decryption with warmup runs."""
+        # Setup
+        backup_key_path = get_file_path("backupkey.json")
+        with open(backup_key_path) as f:
+            backup_key_data = json.load(f)
+
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Warmup
+        for _ in range(5):
+            backup_key.decrypt_masterkey_file(masterkey_file)
+
+        # Benchmark
+        result = benchmark(backup_key.decrypt_masterkey_file, masterkey_file)
+
+        # Verify
+        assert result.is_decrypted
+        assert result.plaintext_key_sha1 is not None
+        assert result.plaintext_key_sha1.hex() == "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
+
+    @pytest.mark.parametrize("iterations", [1, 10, 100])
+    def test_batch_masterkey_decryption(self, benchmark, get_file_path, iterations):
+        """Benchmark multiple consecutive masterkey decryptions."""
+        # Setup
+        backup_key_path = get_file_path("backupkey.json")
+        with open(backup_key_path) as f:
+            backup_key_data = json.load(f)
+
+        backup_key = DomainBackupKey(
+            guid=UUID(backup_key_data["backup_key_guid"]),
+            key_data=base64.b64decode(backup_key_data["key"]),
+            domain_controller=backup_key_data["dc"],
+        )
+
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        def batch_decrypt():
+            results = []
+            for _ in range(iterations):
+                result = backup_key.decrypt_masterkey_file(masterkey_file)
+                results.append(result)
+            return results
+
+        # Add context info
+        benchmark.extra_info["iterations"] = iterations
+
+        # Benchmark
+        results = benchmark(batch_decrypt)
+
+        # Verify all successful
+        assert len(results) == iterations
+        for result in results:
+            assert result.is_decrypted
+            assert result.plaintext_key_sha1 is not None
+            assert result.plaintext_key_sha1.hex() == "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
new file mode 100644
index 0000000..f357fdc
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
@@ -0,0 +1,194 @@
+"""Benchmarks for DPAPI masterkey decryption using password credentials."""
+
+import pytest
+from nemesis_dpapi import MasterKey, MasterKeyFile
+from nemesis_dpapi.crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
+
+
+class TestMasterkeyPasswordDecryptionBenchmarks:
+    """Benchmark tests for masterkey decryption using password credentials."""
+
+    def test_single_password_masterkey_decryption(self, benchmark, get_file_path):
+        """Benchmark decrypting a single masterkey using password."""
+        # Load masterkey file that can be decrypted with password
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Create MasterKey object from the file
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        # Test password and SID from the test fixtures
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        # Create encryption key from password using PBKDF2 (most secure method)
+        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+        mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        # Verify setup works
+        test_result = masterkey.decrypt(mk_encryption_key)
+        assert test_result.is_decrypted, "Test decryption failed - benchmark cannot proceed"
+
+        # Run benchmark
+        result = benchmark(masterkey.decrypt, mk_encryption_key)
+
+        # Verify result
+        assert result.is_decrypted
+        assert result.plaintext_key is not None
+
+    def test_password_multiple_hash_types(self, benchmark, get_file_path):
+        """Benchmark trying multiple hash types for password-based decryption."""
+        # Load masterkey file
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Create MasterKey object from the file
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        def try_multiple_hash_types():
+            """Try decrypting with different hash types until successful."""
+            hash_types = [CredKeyHashType.PBKDF2, CredKeyHashType.SHA1, CredKeyHashType.NTLM]
+
+            for hash_type in hash_types:
+                try:
+                    if hash_type == CredKeyHashType.PBKDF2:
+                        cred_key = CredKey.from_password(password, hash_type, user_sid)
+                    else:
+                        cred_key = CredKey.from_password(password, hash_type)
+
+                    mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+                    result = masterkey.decrypt(mk_encryption_key)
+
+                    if result.is_decrypted:
+                        return result
+                except Exception:
+                    continue
+
+            return None
+
+        # Verify setup works
+        test_result = try_multiple_hash_types()
+        assert test_result is not None and test_result.is_decrypted, "Test decryption failed - benchmark cannot proceed"
+
+        # Run benchmark
+        result = benchmark(try_multiple_hash_types)
+
+        # Verify result
+        assert result is not None
+        assert result.is_decrypted
+        assert result.plaintext_key is not None
+
+    @pytest.mark.parametrize("hash_type", [CredKeyHashType.PBKDF2, CredKeyHashType.SHA1, CredKeyHashType.NTLM])
+    def test_password_by_hash_type(self, benchmark, get_file_path, hash_type):
+        """Benchmark password decryption for specific hash types."""
+        # Load masterkey file
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Create MasterKey object from the file
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        # Create encryption key with specific hash type
+        if hash_type == CredKeyHashType.PBKDF2:
+            cred_key = CredKey.from_password(password, hash_type, user_sid)
+        else:
+            cred_key = CredKey.from_password(password, hash_type)
+
+        mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        # Add context info
+        benchmark.extra_info["hash_type"] = hash_type.value
+
+        # Try to decrypt - some hash types might not work for this specific masterkey
+        try:
+            test_result = masterkey.decrypt(mk_encryption_key)
+            if not test_result.is_decrypted:
+                pytest.skip(f"Hash type {hash_type.value} does not decrypt this masterkey")
+        except Exception:
+            pytest.skip(f"Hash type {hash_type.value} does not decrypt this masterkey")
+
+        # Run benchmark
+        result = benchmark(masterkey.decrypt, mk_encryption_key)
+
+        # Verify result
+        assert result.is_decrypted
+        assert result.plaintext_key is not None
+
+    @pytest.mark.parametrize("iterations", [1, 10, 20])
+    def test_batch_password_decryption(self, benchmark, get_file_path, iterations):
+        """Benchmark multiple consecutive password-based masterkey decryptions."""
+        # Load masterkey file
+        masterkey_file_path = get_file_path("masterkey_domain.bin")
+        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+
+        # Create MasterKey object from the file
+        masterkey = MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+        )
+
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        # Create encryption key
+        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+        mk_encryption_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        def batch_decrypt():
+            results = []
+            for _ in range(iterations):
+                result = masterkey.decrypt(mk_encryption_key)
+                results.append(result)
+            return results
+
+        # Verify setup works
+        test_result = masterkey.decrypt(mk_encryption_key)
+        assert test_result.is_decrypted, "Test decryption failed - benchmark cannot proceed"
+
+        # Add context info
+        benchmark.extra_info["iterations"] = iterations
+
+        # Benchmark
+        results = benchmark(batch_decrypt)
+
+        # Verify all successful
+        assert len(results) == iterations
+        for result in results:
+            assert result.is_decrypted
+            assert result.plaintext_key is not None
+
+    def test_password_key_derivation_benchmark(self, benchmark, get_file_path):
+        """Benchmark just the password-to-key derivation process."""
+        password = "Qwerty12345"
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+
+        def derive_encryption_key():
+            """Create encryption key from password."""
+            cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+            return MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        # Verify setup works
+        test_key = derive_encryption_key()
+        assert test_key is not None
+
+        # Run benchmark
+        result = benchmark(derive_encryption_key)
+
+        # Verify result
+        assert result is not None
+        assert result.key is not None

From e31239a8b30c7cbb5cafeedcc2e56decb58ad82a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 00:00:28 -0700
Subject: [PATCH 061/279] fix constrain problem, decryption perf logging

---
 infra/postgres/01-schema.sql                  |  3 +-
 .../nemesis_dpapi/auto_decrypt.py             | 15 +++++-
 .../file_enrichment/routes/dpapi.py           | 47 ++++++++++---------
 3 files changed, 40 insertions(+), 25 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index b3493d2..86c5572 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -761,5 +761,6 @@ CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
 CREATE TABLE IF NOT EXISTS dpapi.system_credentials (
     id SERIAL PRIMARY KEY,
     user_key BYTEA NOT NULL,
-    machine_key BYTEA NOT NULL
+    machine_key BYTEA NOT NULL,
+    UNIQUE (user_key, machine_key)
 );
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 0bf393d..843ca98 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -1,6 +1,7 @@
 """Auto-decryption observer for DPAPI manager."""
 
 import asyncio
+import time
 from logging import getLogger
 from typing import TYPE_CHECKING
 from uuid import UUID
@@ -60,6 +61,7 @@ class AutoDecryptionObserver(DpapiObserver):
 
     async def _attempt_masterkey_decryption_with_system_credential(self, credential: DpapiSystemCredential) -> None:
         """Attempt to decrypt all encrypted masterkeys using the new DPAPI system credentials."""
+        start_time = time.perf_counter()
 
         print("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
         encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
@@ -89,8 +91,12 @@ class AutoDecryptionObserver(DpapiObserver):
                 )
                 continue
 
+        end_time = time.perf_counter()
+        print(f"_attempt_masterkey_decryption_with_system_credential took {end_time - start_time:.4f} seconds")
+
     async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
         """Attempt to decrypt all masterkeys using the new backup key."""
+        start_time = time.perf_counter()
         try:
             masterkeys = await self.dpapi_manager.get_all_masterkeys()
             encrypted_count = len([mk for mk in masterkeys if not mk.is_decrypted])
@@ -141,9 +147,13 @@ class AutoDecryptionObserver(DpapiObserver):
 
         except Exception as e:
             logger.error(f"Auto-decrypt error: {e}")
+        finally:
+            end_time = time.perf_counter()
+            print(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
 
     async def _attempt_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
+        start_time = time.perf_counter()
 
         masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
         if not masterkey or masterkey.is_decrypted:
@@ -183,4 +193,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     backup_key_guid=result.backup_key_guid,
                 )
                 await self.dpapi_manager._masterkey_repo.update_masterkey(new_mk)
-                return
+                break
+
+        end_time = time.perf_counter()
+        print(f"_attempt_masterkey_decryption took {end_time - start_time:.4f} seconds")
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 0ed21d7..27e8e70 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -46,31 +46,32 @@ async def dpapi_background_monitor() -> None:
     logger.info("Starting DPAPI background monitor task")
     dpapi_manager = get_dpapi_manager()
 
-    # Add 100 keys, but slightlight modify the GUIDs to avoid conflicts
-    for i in range(64):
-        logger.info(f"Adding sample masterkey {i + 1}/64")
+    # Add some sample masterkeys for testing
+    # for i in range(64):
+    #     logger.info(f"Adding sample masterkey {i + 1}/64")
 
-        try:
-            await dpapi_manager.upsert_masterkey(
-                MasterKey(
-                    guid=UUID(f"ed93694f-5a6d-46e2-b821-219f2c0ecd{i:02x}"),
-                    encrypted_key_usercred=bytes.fromhex(
-                        "02000000978d9c959a6a9685a55270cb4fc103d7401f00000e800000106600004b7ee6c2475c4519f48a68c7bc81acb70c63aa1ded8014fd313a4787cd7e1306191d004f6a61e85524222a18ba71f97e1bd83c12ca4ce95054394f7c33c42bc6fddd26f2109e4afb404ca9fb96c6212cf5fda0243eafda0eabbd28002264f9d707e00996a682c30ca6749fb251c8a4c4182157aed0407560cd5b7d3368b59541a0bc13dc8ee141625961edde82bf693a"
-                    ),
-                    encrypted_key_backup=bytes.fromhex(
-                        "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"
-                    ),
-                )
-            )
+    #     try:
+    #         await dpapi_manager.upsert_masterkey(
+    #             MasterKey(
+    #                 guid=UUID(f"ed93694f-5a6d-46e2-b821-219f2c0ecd{i:02x}"),
+    #                 encrypted_key_usercred=bytes.fromhex(
+    #                     "02000000978d9c959a6a9685a55270cb4fc103d7401f00000e800000106600004b7ee6c2475c4519f48a68c7bc81acb70c63aa1ded8014fd313a4787cd7e1306191d004f6a61e85524222a18ba71f97e1bd83c12ca4ce95054394f7c33c42bc6fddd26f2109e4afb404ca9fb96c6212cf5fda0243eafda0eabbd28002264f9d707e00996a682c30ca6749fb251c8a4c4182157aed0407560cd5b7d3368b59541a0bc13dc8ee141625961edde82bf693a"
+    #                 ),
+    #                 encrypted_key_backup=bytes.fromhex(
+    #                     "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"
+    #                 ),
+    #             )
+    #         )
+
+    #         await dpapi_manager.upsert_masterkey(
+    #             MasterKey(
+    #                 guid=UUID(f"dd26f81a-4ed9-49fd-8b45-42723d8ae0{i:02x}"),
+    #                 encrypted_key_usercred=b'\x02\x00\x00\x00\xbd*N\x8a\x1ff\xc1\xc2\x9d\x97*\xd3%4\xa8\x01@\x1f\x00\x00\x0e\x80\x00\x00\x10f\x00\x00\xa6\xfd\xdb\xe7N+\x89u\xfe\x89l\x07[\xeea\xc5\xae\xe3\x11+5\xab\xc3\x9f\x96\xd8"\x9b<:\xfe\x92\xf9\xc1\xdb\x12B\xed\xcb\x84\xffa\xbc<p\xf9U\xe7=\x99\xb6\xc1\xad\xbc\x1c\x8d%\x8a*\xfdU\xd5S\xc4\x85\xee\xaeu\x15U,\xe7\x80Z\xf7\x84\xb9\xc0.|\xc3\xdc}\xacV\xfa\x8f\xa5\x9fa\xeb\xb7\xf4\xad\x03x\xad\xe2\xf6\xe4V\xdbf+\xa2\xba8D\x1eT,\x07\x1a*`\xaa\x17\x985\xa9\x0e\xb1\xf1o\xa2\x05x\x08s\x197\xb2\xc4\xeb0\xdb+\x1c\xee\x02\xff\xf0R)',
+    #             )
+    #         )
+    #     except Exception as e:
+    #         logger.error(f"Error adding sample masterkey {i + 1}/256: {e}")
 
-            await dpapi_manager.upsert_masterkey(
-                MasterKey(
-                    guid=UUID(f"dd26f81a-4ed9-49fd-8b45-42723d8ae0{i:02x}"),
-                    encrypted_key_usercred=b'\x02\x00\x00\x00\xbd*N\x8a\x1ff\xc1\xc2\x9d\x97*\xd3%4\xa8\x01@\x1f\x00\x00\x0e\x80\x00\x00\x10f\x00\x00\xa6\xfd\xdb\xe7N+\x89u\xfe\x89l\x07[\xeea\xc5\xae\xe3\x11+5\xab\xc3\x9f\x96\xd8"\x9b<:\xfe\x92\xf9\xc1\xdb\x12B\xed\xcb\x84\xffa\xbc<p\xf9U\xe7=\x99\xb6\xc1\xad\xbc\x1c\x8d%\x8a*\xfdU\xd5S\xc4\x85\xee\xaeu\x15U,\xe7\x80Z\xf7\x84\xb9\xc0.|\xc3\xdc}\xacV\xfa\x8f\xa5\x9fa\xeb\xb7\xf4\xad\x03x\xad\xe2\xf6\xe4V\xdbf+\xa2\xba8D\x1eT,\x07\x1a*`\xaa\x17\x985\xa9\x0e\xb1\xf1o\xa2\x05x\x08s\x197\xb2\xc4\xeb0\xdb+\x1c\xee\x02\xff\xf0R)',
-                )
-            )
-        except Exception as e:
-            logger.error(f"Error adding sample masterkey {i + 1}/256: {e}")
     while True:
         try:
             num_masterkeys = await dpapi_manager.get_all_masterkeys()

From a27414fba8a3d475dd314859c7360304ad661329 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 15:34:17 -0700
Subject: [PATCH 062/279] use dpapick3 for blobs, actually use entropy, fix
 entroyp test

---
 libs/common/common/models2/dpapi.py           |  16 ++--
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |   3 +-
 .../nemesis_dpapi/auto_decrypt.py             |  22 +++--
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  43 ++++++++-
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  33 -------
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |  54 ++++++++---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |   7 +-
 .../nemesis_dpapi/repositories.py             |   4 -
 .../nemesis_dpapi/storage_in_memory.py        |   6 --
 .../nemesis_dpapi/storage_postgres.py         |  20 ----
 libs/nemesis_dpapi/poetry.lock                |  14 +--
 libs/nemesis_dpapi/pyproject.toml             |   2 +-
 libs/nemesis_dpapi/tests/README.md            |   4 +-
 .../tests/fixtures/blob_app_bound_enc_key.txt |   1 +
 .../tests/fixtures/blob_with_entropy.bin      | Bin 230 -> 230 bytes
 libs/nemesis_dpapi/tests/test_crypto.py       |  86 +++++++++++++-----
 .../file_enrichment/routes/dpapi.py           |  16 ++--
 .../Dpapi/DpapiSubmitCredential.jsx           |   4 +-
 18 files changed, 183 insertions(+), 152 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/blob_app_bound_enc_key.txt

diff --git a/libs/common/common/models2/dpapi.py b/libs/common/common/models2/dpapi.py
index 124ac58..98518a6 100644
--- a/libs/common/common/models2/dpapi.py
+++ b/libs/common/common/models2/dpapi.py
@@ -67,8 +67,8 @@ class Pbkdf2StrongCredentialKey(BaseModel):
     model_config = {"frozen": True, "extra": "forbid"}
 
     type: Literal["cred_key_pbkdf2"]
-    value: str  # Hex string representation of credential key (either 16)
-    user_sid: Sid  # Required for to derive MK encryption keys
+    value: str  # Hex string representation of credential key (16 bytes)
+    user_sid: Sid  # Required to derive MK encryption keys
 
     @field_validator("value")
     @classmethod
@@ -104,7 +104,7 @@ class DomainBackupKeyCredential(BaseModel):
             raise ValueError(f"guid must be a valid UUID format, got: {v}") from e
 
 
-class MasterKeyData(BaseModel):
+class MasterKeyGuidPair(BaseModel):
     """Strongly typed master key data."""
 
     model_config = {"frozen": True, "extra": "forbid"}
@@ -117,13 +117,13 @@ class MasterKeyData(BaseModel):
         return str(value)
 
 
-class DecryptedMasterKeyCredential(BaseModel):
-    """Pre-decrypted master key with strongly typed data."""
+class MasterKeyGuidPairList(BaseModel):
+    """Decrypted master key/GUID pairs."""
 
     model_config = {"frozen": True, "extra": "forbid"}
 
-    type: Literal["dec_master_key"]
-    value: list[MasterKeyData]
+    type: Literal["master_key_guid_pair"]
+    value: list[MasterKeyGuidPair]
 
 
 class DpapiSystemCredentialRequest(BaseModel):
@@ -164,7 +164,7 @@ type DpapiCredentialRequest = Annotated[
         Annotated[Sha1CredentialKey, Tag("cred_key_sha1")],
         Annotated[Pbkdf2StrongCredentialKey, Tag("cred_key_pbkdf2")],
         Annotated[DomainBackupKeyCredential, Tag("domain_backup_key")],
-        Annotated[DecryptedMasterKeyCredential, Tag("dec_master_key")],
+        Annotated[MasterKeyGuidPairList, Tag("master_key_guid_pair")],
         Annotated[DpapiSystemCredentialRequest, Tag("dpapi_system")],
     ],
     Field(discriminator=Discriminator(get_credential_type)),
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 8c35cf5..d9a5ba4 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,7 +1,7 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
 from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey, MasterKeyFile
-from .crypto import CredKey, CredKeyHashType, DpapiCrypto, MasterKeyEncryptionKey
+from .crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 from .exceptions import (
     DpapiBlobDecryptionError,
     DpapiError,
@@ -19,7 +19,6 @@ __all__ = [
     "CredKey",
     "CredKeyHashType",
     "DomainBackupKey",
-    "DpapiCrypto",
     "DpapiManager",
     "DpapiSystemCredential",
     "MasterKey",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 843ca98..1eb8568 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -41,11 +41,11 @@ class AutoDecryptionObserver(DpapiObserver):
         self._background_tasks: set[asyncio.Task] = set()
 
     def update(self, event: DpapiEvent) -> None:
-        """Handle DPAPI events, specifically new domain backup keys and encrypted masterkeys."""
+        """Handle DPAPI events, specifically new domain backup keys, encrypted masterkeys, and new credentials."""
         if isinstance(event, NewDomainBackupKeyEvent):
             self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
         elif isinstance(event, NewEncryptedMasterKeyEvent):
-            self._create_task(self._attempt_masterkey_decryption(event.masterkey_guid))
+            self._create_task(self._attempt_new_masterkey_decryption(event.masterkey_guid))
         elif isinstance(event, NewDpapiSystemCredentialEvent):
             self._create_task(self._attempt_masterkey_decryption_with_system_credential(event.credential))
 
@@ -72,6 +72,7 @@ class AutoDecryptionObserver(DpapiObserver):
                 if not encrypted_mk.encrypted_key_usercred:
                     continue
 
+                # Try the machine key first, then the user key
                 for i in range(2):
                     if i == 0:
                         mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(credential.machine_key)
@@ -85,6 +86,7 @@ class AutoDecryptionObserver(DpapiObserver):
                         continue
 
                     await self.dpapi_manager.upsert_masterkey(plaintext_mk)
+                    break  # Decrypted successfully, no need to try other key
             except Exception as e:
                 logger.error(
                     f"Error decrypting masterkey with DPAPI_SYSTEM credential. MasterKey UUID: {encrypted_mk.guid}: {e}"
@@ -143,7 +145,7 @@ class AutoDecryptionObserver(DpapiObserver):
                         backup_key_guid=result.backup_key_guid,
                     )
 
-                    await self.dpapi_manager._masterkey_repo.update_masterkey(new_mk)
+                    await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
 
         except Exception as e:
             logger.error(f"Auto-decrypt error: {e}")
@@ -151,16 +153,20 @@ class AutoDecryptionObserver(DpapiObserver):
             end_time = time.perf_counter()
             print(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
 
-    async def _attempt_masterkey_decryption(self, masterkey_guid: UUID) -> None:
+    async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
         start_time = time.perf_counter()
 
         masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
-        if not masterkey or masterkey.is_decrypted:
-            return  # Masterkey not found or already decrypted
+
+        if not masterkey:
+            raise ValueError(f"New masterkey {masterkey_guid} not found in the DB!")
+
+        if masterkey.is_decrypted:
+            return  # Already decrypted
 
         if masterkey.encrypted_key_backup is None:
-            return  # Cannot decrypt without backup key data
+            return  # Cannot decrypt if there's backup key data
 
         backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
         if not backup_keys:
@@ -192,7 +198,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     plaintext_key_sha1=result.plaintext_key_sha1,
                     backup_key_guid=result.backup_key_guid,
                 )
-                await self.dpapi_manager._masterkey_repo.update_masterkey(new_mk)
+                await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
                 break
 
         end_time = time.perf_counter()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 71570bf..4e1f0f8 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -8,14 +8,20 @@ from uuid import UUID
 
 from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from dpapick3 import blob as dpapick3_blob
+from impacket.dpapi import (
+    DPAPI_BLOB,
+    DPAPI_DOMAIN_RSA_MASTER_KEY,
+    PRIVATE_KEY_BLOB,
+    PVK_FILE_HDR,
+    privatekeyblob_to_pkcs1,
+)
 from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict, field_validator
 
 from .crypto import MasterKeyEncryptionKey
-from .dpapi_blob import DPAPI_BLOB
 from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
@@ -214,6 +220,35 @@ class Blob(BaseModel):
             raw_bytes=data,
         )
 
+    def decrypt(self, masterkey: "MasterKey", entropy: bytes | None = None) -> bytes:
+        """Decrypt the blob using the provided master key.
+
+        Args:
+            masterkey: The decrypted MasterKey instance to use for decryption
+            entropy: Optional entropy data used during encryption/decryption
+
+        Returns:
+            Decrypted blob data as bytes
+
+        Raises:
+            ValueError: If masterkey is not decrypted or decryption fails
+        """
+        if not masterkey.is_decrypted:
+            raise ValueError("Master key must be decrypted before use")
+
+        if masterkey.plaintext_key_sha1 is None:
+            raise ValueError("Master key SHA1 hash is required for decryption")
+
+        blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
+
+        if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):
+            raise ValueError("Failed to decrypt blob with provided master key")
+
+        if not blob_dpapick.cleartext:
+            raise Exception("Decryption succeeded but no cleartext available")
+
+        return blob_dpapick.cleartext
+
 
 class MasterKeyFile(BaseModel):
     """Represents a DPAPI masterkey file structure.
@@ -375,7 +410,9 @@ class DomainBackupKey(BaseModel):
         # Check minimum size - PVK header is at least 20 bytes
         pvk_header_size = len(PVK_FILE_HDR())
         if len(v) < pvk_header_size:
-            raise ValueError(f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header")
+            raise ValueError(
+                f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header"
+            )
 
         try:
             # Validate PVK header can be parsed
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index d4d1f5d..90c3fb0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -9,7 +9,6 @@ from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
 from pydantic import BaseModel, field_validator
 
-from .dpapi_blob import DPAPI_BLOB
 from .exceptions import DpapiCryptoError
 
 if TYPE_CHECKING:
@@ -276,35 +275,3 @@ class MasterKeyEncryptionKey(BaseModel):
         return cls(key=Sha1Hash(value=dpapi_system_key))
 
 
-class DpapiCrypto:
-    """DPAPI cryptographic operations handler."""
-
-    @staticmethod
-    def decrypt_blob(
-        blob_data: bytes, masterkey: bytes, entropy: bytes | None = None
-    ) -> bytes:
-        """Decrypt a DPAPI blob using the provided masterkey SHA1.
-
-        Args:
-            blob_data: The encrypted DPAPI blob's bytes
-            masterkey: Bytes of the plaintext masterkey
-            entropy: Optional entropy data used in blob encryption
-
-        Returns:
-            Decrypted blob data
-
-        Raises:
-            InvalidBlobDataError: If blob data is invalid or malformed
-            BlobDecryptionError: If decryption fails
-        """
-        try:
-            dpapi_blob = DPAPI_BLOB(blob_data)
-        except Exception as e:
-            raise InvalidBlobDataError(f"Invalid DPAPI blob data: {e}") from e
-
-        decrypted_data = dpapi_blob.decrypt(masterkey)
-
-        if not decrypted_data:
-            raise BlobDecryptionError("Failed to decrypt DPAPI blob")
-
-        return decrypted_data
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index 19156e0..aceb544 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -1,47 +1,71 @@
 """Main DPAPI manager class."""
 
 from abc import abstractmethod
-from dataclasses import dataclass, field
 from datetime import UTC, datetime
 from uuid import UUID
 
-from nemesis_dpapi.core import DpapiSystemCredential
+from pydantic import Field, field_validator
+
+from nemesis_dpapi.core import BaseModel, DpapiSystemCredential
+from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
+from nemesis_dpapi.types import Sid
 
 
-@dataclass
-class NewEncryptedMasterKeyEvent:
+class NewEncryptedMasterKeyEvent(BaseModel):
     """Event emitted when a new encrypted master key is added"""
 
     masterkey_guid: UUID
-    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC))
 
 
-@dataclass
-class NewPlaintextMasterKeyEvent:
+class NewPlaintextMasterKeyEvent(BaseModel):
     """Event emitted when a new plaintext master key is added"""
 
     masterkey_guid: UUID
-    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC))
 
 
-@dataclass
-class NewDomainBackupKeyEvent:
+class NewDomainBackupKeyEvent(BaseModel):
     """Event emitted when a new domain backup key is added"""
 
     backup_key_guid: UUID
-    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC))
 
 
-@dataclass
-class NewDpapiSystemCredentialEvent:
+class NewDpapiSystemCredentialEvent(BaseModel):
     """Event emitted when a new DPAPI system credential is added"""
 
     credential: DpapiSystemCredential
-    timestamp: datetime = field(default_factory=lambda: datetime.now(UTC))
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC))
+
+
+class NewPasswordDerivedCredentialEvent(BaseModel):
+    """Event emitted when a new password-derived credential is added. This includes
+    Password, NTLM hash, SHA1 hash, and PBKDF2 hash credentials."""
+
+    type: str
+    credential: Password | NtlmHash | Sha1Hash | Pbkdf2Hash
+    user_sid: Sid | None = None
+    timestamp: datetime = Field(default_factory=lambda: datetime.now(UTC))
+
+    @field_validator("type")
+    @classmethod
+    def validate_type_matches_credential(cls, v, info):
+        """Validate that the type field matches the credential class name."""
+        if "credential" in info.data:
+            credential = info.data["credential"]
+            expected_type = credential.__class__.__name__
+            if v != expected_type:
+                raise ValueError(f"Type '{v}' does not match credential class name '{expected_type}'")
+        return v
 
 
 type DpapiEvent = (
-    NewEncryptedMasterKeyEvent | NewPlaintextMasterKeyEvent | NewDomainBackupKeyEvent | NewDpapiSystemCredentialEvent
+    NewEncryptedMasterKeyEvent
+    | NewPlaintextMasterKeyEvent
+    | NewDomainBackupKeyEvent
+    | NewDpapiSystemCredentialEvent
+    | NewPasswordDerivedCredentialEvent
 )
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 047c79e..87d8f5a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -8,7 +8,6 @@ from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
-from .crypto import DpapiCrypto
 from .eventing import (
     NewDomainBackupKeyEvent,
     NewDpapiSystemCredentialEvent,
@@ -52,7 +51,6 @@ class DpapiManager(Publisher):
         """
         super().__init__()
         self._storage_backend = storage_backend
-        self._crypto = DpapiCrypto()
         self._initialized = False
         self._auto_decrypt = auto_decrypt
 
@@ -180,10 +178,7 @@ class DpapiManager(Publisher):
 
         # Decrypt the blob
         try:
-            if masterkey.plaintext_key is None:
-                raise MasterKeyNotDecryptedError(blob.masterkey_guid)
-
-            return self._crypto.decrypt_blob(blob.raw_bytes, masterkey.plaintext_key)
+            return blob.decrypt(masterkey)
         except Exception as e:
             raise DpapiBlobDecryptionError(str(e)) from e
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 9f199c9..a9da205 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -39,10 +39,6 @@ class MasterKeyRepository(Protocol):
         """
         ...
 
-    async def update_masterkey(self, masterkey: MasterKey) -> None:
-        """Update an existing masterkey."""
-        ...
-
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 55bf228..2569243 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -39,12 +39,6 @@ class InMemoryMasterKeyRepository:
 
         return masterkeys
 
-    async def update_masterkey(self, masterkey: MasterKey) -> None:
-        """Update an existing masterkey."""
-        if masterkey.guid not in self._masterkeys:
-            raise StorageError(f"Masterkey {masterkey.guid} not found")
-        self._masterkeys[masterkey.guid] = masterkey
-
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         if guid not in self._masterkeys:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 925d14d..532e816 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -96,26 +96,6 @@ class PostgresMasterKeyRepository:
 
             return masterkeys
 
-    async def update_masterkey(self, masterkey: MasterKey) -> None:
-        """Update an existing masterkey."""
-        async with self.pool.acquire() as conn:
-            result = await conn.execute(
-                f"""
-                UPDATE {MASTKEYS_TABLE}
-                SET encrypted_key_usercred = $2, encrypted_key_backup = $3,
-                    plaintext_key = $4, plaintext_key_sha1 = $5, backup_key_guid = $6
-                WHERE guid = $1
-                """,
-                str(masterkey.guid),
-                masterkey.encrypted_key_usercred,
-                masterkey.encrypted_key_backup,
-                masterkey.plaintext_key,
-                masterkey.plaintext_key_sha1,
-                str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
-            )
-            if result == "UPDATE 0":
-                raise StorageError(f"Masterkey {masterkey.guid} not found")
-
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         async with self.pool.acquire() as conn:
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 1f1566d..1ff2774 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -469,7 +469,7 @@ version = "0.7.1"
 description = "A native implementation of DPAPI"
 optional = false
 python-versions = ">=3.2"
-groups = ["dev"]
+groups = ["main"]
 files = [
     {file = "dpapick3-0.7.1-py3-none-any.whl", hash = "sha256:61999f6d4d08231799d3d62e3a48502476fcc0c4d29f12bb8ed064e3352f5da9"},
     {file = "dpapick3-0.7.1.tar.gz", hash = "sha256:3449366800d5bb313dd6d8d9d259d1b94498881ac74ced163749617a431921cb"},
@@ -486,7 +486,7 @@ version = "0.0.3"
 description = "enum/enum34 compatibility package"
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["main"]
 files = [
     {file = "enum-compat-0.0.3.tar.gz", hash = "sha256:3677daabed56a6f724451d585662253d8fb4e5569845aafa8bb0da36b1a8751e"},
     {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
@@ -730,7 +730,7 @@ version = "0.6.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "pyasn1-0.6.1-py3-none-any.whl", hash = "sha256:0d632f46f2ba09143da3a8afe9e33fb6f92fa2320ab7e886e2d0f7672af84629"},
     {file = "pyasn1-0.6.1.tar.gz", hash = "sha256:6f580d2bdd84365380830acf45550f2511469f673cb4a5ae3857a3170128b034"},
@@ -770,7 +770,7 @@ version = "3.23.0"
 description = "Cryptographic library for Python"
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main", "dev"]
+groups = ["main"]
 files = [
     {file = "pycryptodome-3.23.0-cp27-cp27m-macosx_10_9_x86_64.whl", hash = "sha256:a176b79c49af27d7f6c12e4b178b0824626f40a7b9fed08f712291b6d54bf566"},
     {file = "pycryptodome-3.23.0-cp27-cp27m-manylinux2010_i686.whl", hash = "sha256:573a0b3017e06f2cffd27d92ef22e46aa3be87a2d317a5abf7cc0e84e321bd75"},
@@ -1138,7 +1138,7 @@ version = "1.3.1"
 description = "Read access to Windows Registry files."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["main"]
 files = [
     {file = "python-registry-1.3.1.tar.gz", hash = "sha256:99185f67d5601be3e7843e55902d5769aea1740869b0882f34ff1bd4b43b1eb2"},
     {file = "python_registry-1.3.1-py2-none-any.whl", hash = "sha256:59d3b00c04bca0c4e1a12be0404da6ccf76b87537ee3a3ad2d8fc1bccf6f63ca"},
@@ -1244,7 +1244,7 @@ version = "0.14.1"
 description = "Python2's stdlib csv module is nice, but it doesn't support unicode. This module is a drop-in replacement which *does*."
 optional = false
 python-versions = "*"
-groups = ["dev"]
+groups = ["main"]
 files = [
     {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
 ]
@@ -1270,4 +1270,4 @@ watchdog = ["watchdog (>=2.3)"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "804a08e8e1ce420b3d060b4731baf50c90b02be834394344264896897c4f60d3"
+content-hash = "dc6cde9fe10f703424e9c366286a8983e6045f644f6d2ed06455271dd5d168a2"
diff --git a/libs/nemesis_dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
index f008f72..617db47 100644
--- a/libs/nemesis_dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -10,6 +10,7 @@ dependencies = [
     "cryptography (>=42.0.0,<43.0.0)",
     "pydantic (>=2.0.0,<3.0.0)",
     "pycryptodome (>=3.23.0,<4.0.0)",
+    "dpapick3 (>=0.7.1,<0.8.0)",
 ]
 
 
@@ -21,7 +22,6 @@ build-backend = "poetry.core.masonry.api"
 ruff = "^0.12.10"
 pytest = "^8.4.1"
 pytest-asyncio = "^0.25.0"
-dpapick3 = "^0.7.1"
 pytest-cov = "^6.3.0"
 pytest-benchmark = "^5.1.0"
 
diff --git a/libs/nemesis_dpapi/tests/README.md b/libs/nemesis_dpapi/tests/README.md
index 6ab0ffd..0723e43 100644
--- a/libs/nemesis_dpapi/tests/README.md
+++ b/libs/nemesis_dpapi/tests/README.md
@@ -10,6 +10,6 @@ $encrypted_no_entropy = [Security.Cryptography.ProtectedData]::Protect($data, $n
 
 $encrypted_with_entropy = [Security.Cryptography.ProtectedData]::Protect($data, [byte[]](1,2,3,4,5), 'CurrentUser')
 
-Write-Host ("no entropy:`n" + [Convert]::ToBase64String($encrypted_no_entropy))
-Write-Host ("`nwith entropy:`n" + [Convert]::ToBase64String($encrypted_no_entropy))
+Write-Host ("no entropy:`n" + [Convert]::ToBase64String($encrypted_with_entropy))
+Write-Host ("`nwith entropy:`n" + [Convert]::ToBase64String($encrypted_with_entropy))
 ```
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/tests/fixtures/blob_app_bound_enc_key.txt b/libs/nemesis_dpapi/tests/fixtures/blob_app_bound_enc_key.txt
new file mode 100644
index 0000000..434163c
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/fixtures/blob_app_bound_enc_key.txt
@@ -0,0 +1 @@
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
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/tests/fixtures/blob_with_entropy.bin b/libs/nemesis_dpapi/tests/fixtures/blob_with_entropy.bin
index aa268da90005a6470509b6b4ab6f10477fd760f4..32fb66501ed1d6a5c4d21cd881704b1b03194952 100644
GIT binary patch
delta 176
zcmV;h08jts0p<aaK7Sh)hHwDv5H`sNLcjoVpm2tluGSy&_iLmIqRR1hhJFA5000hv
z00002001BW00768F}7fQj73nbc#G%i<fSa;?%91yw7{pfi;MB*lX?&U007r6mrl~k
zl0~c4EKq8r3@1PU008$+o+1!FQWUs5d(wOhiVD;}U@N2NHYp!I#BdATyOgqqO;4bz
eJ0um-N|g-Nrys1LBBEf=;o7|R*UB+c-6Z3ch)uBo

delta 176
zcmaFH_>6IaUHzrWQQfy6t(zx&=-d~9q;>i$JfEpt4e+tKVDqc6rqo)10SNdSfCLi*
zg94Dc#GWSg`d3#OL-UFc`pP;g)BNwxuH4tW=;Qk26E~V|ia;8qZd;V89eUWGcl5by
zMf!<L4nQ#uyZmXt*08gmJa{?lUBH}Zv7;sr+RRin#s02tHJjhK;?8Q@aFzc`WlgV7
cFL-yTFX{e=^Di2Dmv1+JX?p6!)O?1+076YsF8}}l

diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index d598542..ef7bd0a 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -1,14 +1,14 @@
 """Tests for DPAPI cryptographic operations."""
 
+import base64
 from uuid import UUID
 
 import pytest
-from nemesis_dpapi.core import Blob
+from nemesis_dpapi.core import Blob, MasterKey
 from nemesis_dpapi.crypto import (
     BlobDecryptionError,
     CredKey,
     CredKeyHashType,
-    DpapiCrypto,
     InvalidBlobDataError,
     MasterKeyEncryptionKey,
     NtlmHash,
@@ -426,38 +426,42 @@ class TestMasterKeyEncryptionKey:
             MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
 
 
-class TestDPAPICrypto:
-    """Test DPAPICrypto class."""
+class TestBlobDecrypt:
+    """Test Blob.decrypt() method."""
 
-    def test_decrypt_blob_with_invalid_data(self):
-        """Test DPAPI blob decryption with invalid blob data."""
-        crypto = DpapiCrypto()
+    def test_decrypt_blob_with_unencrypted_masterkey(self, blob_without_entropy: bytes):
+        """Test DPAPI blob decryption with unencrypted master key."""
+        blob = Blob.parse(blob_without_entropy)
+        # Create an unencrypted master key
+        masterkey = MasterKey(guid=blob.masterkey_guid)
 
-        # Test with invalid blob data - should raise InvalidBlobDataError
-        with pytest.raises(InvalidBlobDataError, match="Invalid DPAPI blob data"):
-            crypto.decrypt_blob(b"invalid_blob_data", b"a" * 20)
+        with pytest.raises(ValueError, match="Master key must be decrypted before use"):
+            blob.decrypt(masterkey)
 
     def test_decrypt_blob_with_wrong_masterkey(self, blob_without_entropy: bytes):
         """Test DPAPI blob decryption with wrong masterkey."""
-        crypto = DpapiCrypto()
+        blob = Blob.parse(blob_without_entropy)
+        # Create a master key with wrong SHA1 hash
+        wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=b"dummy_key" * 8, plaintext_key_sha1=wrong_masterkey_sha1
+        )
 
-        # Use wrong masterkey - should raise BlobDecryptionError
-        wrong_masterkey = b"wrong_key" * 3  # 27 bytes
-
-        with pytest.raises(BlobDecryptionError, match="Failed to decrypt DPAPI blob"):
-            crypto.decrypt_blob(blob_without_entropy, wrong_masterkey)
+        with pytest.raises(ValueError, match="Failed to decrypt blob with provided master key"):
+            blob.decrypt(masterkey)
 
     def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
         blob = Blob.parse(blob_with_entropy)
         assert blob.masterkey_guid == masterkey_uuid
 
-        masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
-
-        decrypted_data = DpapiCrypto.decrypt_blob(
-            blob.raw_bytes,
-            masterkey_bytes,
+        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
         )
 
+        entropy = bytes([1, 2, 3, 4, 5])
+        decrypted_data = blob.decrypt(masterkey, entropy=entropy)
+
         assert isinstance(decrypted_data, bytes)
         assert len(decrypted_data) > 0
         assert decrypted_data.decode("utf-8") == "test"
@@ -467,16 +471,48 @@ class TestDPAPICrypto:
 
         assert blob.masterkey_guid == masterkey_uuid
 
-        masterkey_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
-        decrypted_data = DpapiCrypto.decrypt_blob(
-            blob_without_entropy,
-            masterkey_bytes,
+        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
         )
 
+        decrypted_data = blob.decrypt(masterkey)
+
         assert isinstance(decrypted_data, bytes)
         assert len(decrypted_data) > 0
         assert decrypted_data.decode("utf-8") == "test"
 
+    def test_decrypt_blob_app_bound_enc_key(self, read_file_text):
+        """Test DPAPI blob decryption with app-bound encrypted key from fixture."""
+        blob_b64 = read_file_text("blob_app_bound_enc_key.txt").strip()
+        blob_data = base64.b64decode(blob_b64)[4:]
+        blob = Blob.parse(blob_data)
+
+        assert blob.description == "Google Chrome"
+        assert str(blob.masterkey_guid).lower() == "f752e2e1-1726-454b-a632-0718d94ca677"
+        masterkey_sha1_bytes = bytes.fromhex("9DED7C56C3FE577B84780908ADAC346F38F1D114")
+
+        # Create a proper master key object
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid,
+            plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
+            plaintext_key_sha1=masterkey_sha1_bytes,
+        )
+
+        # Test our new Blob.decrypt method
+        try:
+            decrypted_data = blob.decrypt(masterkey)
+            assert isinstance(decrypted_data, bytes)
+            assert len(decrypted_data) > 0
+        except ValueError:
+            pytest.skip("Unable to decrypt app-bound encrypted key blob with provided masterkey")
+
+        # Also verify against dpapick3 reference implementation
+        from dpapick3 import blob as dpapick3_blob
+
+        blob_dpapick = dpapick3_blob.DPAPIBlob(blob.raw_bytes)
+        assert blob_dpapick.decrypt(masterkey_sha1_bytes)
+
 
 class TestBlobParse:
     """Test Blob.parse() method."""
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 27e8e70..6932e69 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -9,10 +9,10 @@ from uuid import UUID
 
 from common.logger import get_logger
 from common.models2.dpapi import (
-    DecryptedMasterKeyCredential,
     DomainBackupKeyCredential,
     DpapiCredentialRequest,
     DpapiSystemCredentialRequest,
+    MasterKeyGuidPairList,
     NtlmHashCredentialKey,
     PasswordCredentialKey,
     Pbkdf2StrongCredentialKey,
@@ -115,8 +115,8 @@ async def submit_dpapi_credential(
         try:
             if isinstance(request, DomainBackupKeyCredential):
                 result = await _handle_domain_backup_key_credential(dpapi_manager, request)
-            elif isinstance(request, DecryptedMasterKeyCredential):
-                result = await _handle_decrypted_master_key_credential(dpapi_manager, request)
+            elif isinstance(request, MasterKeyGuidPairList):
+                result = await _handle_master_key_guid_pairs(dpapi_manager, request)
             elif isinstance(request, DpapiSystemCredentialRequest):
                 result = await _handle_dpapi_system_credential(dpapi_manager, request)
             elif isinstance(
@@ -163,9 +163,7 @@ async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, requ
     return {"status": "success", "type": "domain_backup_key"}
 
 
-async def _handle_decrypted_master_key_credential(
-    dpapi_manager: DpapiManager, request: DecryptedMasterKeyCredential
-) -> dict:
+async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: MasterKeyGuidPairList) -> dict:
     """Handle decrypted master key credential submission."""
 
     processed_guids = []
@@ -178,21 +176,19 @@ async def _handle_decrypted_master_key_credential(
         masterkey_data = bytes.fromhex(master_key_data.key_hex)
 
         # Check if masterkey already exists
-        existing_masterkey = await dpapi_manager._masterkey_repo.get_masterkey(masterkey_guid)
+        existing_masterkey = await dpapi_manager.get_masterkey(masterkey_guid)
         if existing_masterkey is not None and existing_masterkey.is_decrypted:
             logger.info(f"Master key {masterkey_guid} already exists, skipping")
             existing_guids.append(str(masterkey_guid))
             continue
 
-        # Create a MasterKey with the decrypted data and add it
         masterkey = MasterKey(
             guid=masterkey_guid,
             plaintext_key=masterkey_data,
             plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
         )
 
-        # Add directly to the repository
-        await dpapi_manager._masterkey_repo.upsert_masterkey(masterkey)
+        await dpapi_manager.upsert_masterkey(masterkey)
         processed_guids.append(str(masterkey_guid))
 
     return {
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index b647fcc..30c2dc6 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -51,10 +51,10 @@ const DpapiSubmitCredential = () => {
       description: 'Domain controller DPAPI backup key in base64 PVK format. Extract from domain controllers using tools like mimikatz\'s lsadump::backupkeys, SharpDPAPI\s backupkey command, or by accessing the DPAPI_SYSTEM LSA secret on a host.'
     },
     {
-      value: 'dec_master_key',
+      value: 'master_key_guid_pair',
       label: 'Master Keys GUID:SHA1 Pairs',
       placeholder: 'Enter master key data (one per line)\n{guid}:{sha1}\n{guid}:{sha1}',
-      apiType: 'dec_master_key',
+      apiType: 'master_key_guid_pair',
       structuredValue: true,
       description: 'Plaintext DPAPI master keys as GUID:SHA1 pairs.'
     },

From f22b0da27bb838edc0376ae87b0cecdcd5ee8eee Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 15:39:00 -0700
Subject: [PATCH 063/279] update deps

---
 projects/file_enrichment/poetry.lock | 1536 +++++++++++++-------------
 projects/web_api/poetry.lock         |  521 +++++----
 2 files changed, 1043 insertions(+), 1014 deletions(-)

diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index 49fe100..d7a416b 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -207,14 +207,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.10.0"
+version = "4.11.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
-    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -223,7 +223,7 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argon2-cffi"
@@ -284,14 +284,14 @@ cffi = [
 
 [[package]]
 name = "asgiref"
-version = "3.9.1"
+version = "3.9.2"
 description = "ASGI specs, helper code, and adapters"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "asgiref-3.9.1-py3-none-any.whl", hash = "sha256:f3bba7092a48005b5f5bacd747d36ee4a5a61f4a269a6df590b43144355ebd2c"},
-    {file = "asgiref-3.9.1.tar.gz", hash = "sha256:a5ab6582236218e5ef1648f242fd9f10626cfd4de8dc377db215d5d5098e3142"},
+    {file = "asgiref-3.9.2-py3-none-any.whl", hash = "sha256:0b61526596219d70396548fc003635056856dba5d0d086f86476f10b33c75960"},
+    {file = "asgiref-3.9.2.tar.gz", hash = "sha256:a0249afacb66688ef258ffe503528360443e2b9a8d8c4581b6ebefa58c841ef1"},
 ]
 
 [package.extras]
@@ -327,6 +327,18 @@ asysocks = ">=0.2.17"
 minikerberos = ">=0.4.7"
 unicrypto = ">=0.0.10"
 
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
+    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -457,34 +469,34 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.40.24"
+version = "1.40.38"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.40.24-py3-none-any.whl", hash = "sha256:24a19e275d33e918afc22a78c6a1e20c14d02cc00e2f786b05e2a4a32191457e"},
-    {file = "boto3-1.40.24.tar.gz", hash = "sha256:cc147ad13e8edf7ec69cbb4df8fe60f187f8b2c9ab8befa0fd1fbcfa4fc80b1f"},
+    {file = "boto3-1.40.38-py3-none-any.whl", hash = "sha256:fac337b4f0615e4d6ceee44686e662f51d8e57916ed2bc763468e3e8c611a658"},
+    {file = "boto3-1.40.38.tar.gz", hash = "sha256:932ebdd8dbf8ab5694d233df86d5d0950291e0b146c27cb46da8adb4f00f6ca4"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.24,<1.41.0"
+botocore = ">=1.40.38,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.13.0,<0.14.0"
+s3transfer = ">=0.14.0,<0.15.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.40.24"
-description = "Type annotations for boto3 1.40.24 generated with mypy-boto3-builder 8.11.0"
+version = "1.40.38"
+description = "Type annotations for boto3 1.40.38 generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
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+    {file = "cffi-2.0.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:89472c9762729b5ae1ad974b777416bfda4ac5642423fa93bd57a09204712322"},
+    {file = "cffi-2.0.0-cp39-cp39-win32.whl", hash = "sha256:2081580ebb843f759b9f617314a24ed5738c51d2aee65d31e02f6f7a2b97707a"},
+    {file = "cffi-2.0.0-cp39-cp39-win_amd64.whl", hash = "sha256:b882b3df248017dba09d6b16defe9b5c407fe32fc7c65a9c69798e6175601be9"},
+    {file = "cffi-2.0.0.tar.gz", hash = "sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529"},
 ]
 
 [package.dependencies]
@@ -1442,14 +1371,14 @@ url = "../../libs/chromium"
 
 [[package]]
 name = "click"
-version = "8.2.1"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
-    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+    {file = "click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc"},
+    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
 ]
 
 [package.dependencies]
@@ -1576,14 +1505,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1596,36 +1525,36 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
-    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
 [[package]]
 name = "dapr-ext-workflow"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK Workflow Authoring Extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-workflow-1.15.0.tar.gz", hash = "sha256:c05508005a7bbd54968a4b626a3e2034e5c841b85e7a67be7f2b80b3d006345b"},
-    {file = "dapr_ext_workflow-1.15.0-py3-none-any.whl", hash = "sha256:2c2d2c63a8fed92e01417328a54e140775b170d3994b1f0fb54346bb50ad17dd"},
+    {file = "dapr-ext-workflow-1.16.0.tar.gz", hash = "sha256:7487d174394d305e668784f4bac2dcecc757a1e0a8ddf6e5e1cb32c0a887be78"},
+    {file = "dapr_ext_workflow-1.16.0-py3-none-any.whl", hash = "sha256:028f6b3a340a5a8f0b061eacdef60de1ce52de2340f9636f517f799f73437ee8"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
-durabletask-dapr = ">=0.2.0a7"
+dapr = ">=1.16.0"
+durabletask-dapr = ">=0.2.0a8"
 
 [[package]]
 name = "deprecated"
@@ -1674,39 +1603,58 @@ pefile = ">=2019.4.18"
 
 [[package]]
 name = "dnspython"
-version = "2.7.0"
+version = "2.8.0"
 description = "DNS toolkit"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "dnspython-2.7.0-py3-none-any.whl", hash = "sha256:b4c34b7d10b51bcc3a5071e7b8dee77939f1e878477eeecc965e9835f63c6c86"},
-    {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
+    {file = "dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af"},
+    {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
 ]
 
 [package.extras]
-dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
-dnssec = ["cryptography (>=43)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=1.0.0)"]
-idna = ["idna (>=3.7)"]
-trio = ["trio (>=0.23)"]
+dev = ["black (>=25.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.17.0)", "mypy (>=1.17)", "pylint (>=3)", "pytest (>=8.4)", "pytest-cov (>=6.2.0)", "quart-trio (>=0.12.0)", "sphinx (>=8.2.0)", "sphinx-rtd-theme (>=3.0.0)", "twine (>=6.1.0)", "wheel (>=0.45.0)"]
+dnssec = ["cryptography (>=45)"]
+doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
+doq = ["aioquic (>=1.2.0)"]
+idna = ["idna (>=3.10)"]
+trio = ["trio (>=0.30)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dpapick3"
+version = "0.7.1"
+description = "A native implementation of DPAPI"
+optional = false
+python-versions = ">=3.2"
+groups = ["main"]
+files = [
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+    {file = "dpapick3-0.7.1.tar.gz", hash = "sha256:3449366800d5bb313dd6d8d9d259d1b94498881ac74ced163749617a431921cb"},
+]
+
+[package.dependencies]
+pyasn1 = "*"
+pycryptodome = "*"
+python-registry = "*"
+
 [[package]]
 name = "durabletask-dapr"
-version = "0.2.0a7"
+version = "0.2.0a9"
 description = "A Durable Task Client SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "durabletask_dapr-0.2.0a7-py3-none-any.whl", hash = "sha256:a13b410ee8404882984d8e442a27d06570face32ca2d3c60c73b7377013ea1e9"},
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+    {file = "durabletask_dapr-0.2.0a9-py3-none-any.whl", hash = "sha256:48c401c30c05a6122bdd1ee245e9b65c56dabb2dde3dfe6fe1d4ee47085e4a2e"},
+    {file = "durabletask_dapr-0.2.0a9.tar.gz", hash = "sha256:ec481840a043a9d15f67628386b0694e60a04de8015f8f56883f55e490ebbb56"},
 ]
 
 [package.dependencies]
+asyncio = "*"
 grpcio = "*"
+protobuf = "*"
 
 [[package]]
 name = "easygui"
@@ -1741,14 +1689,14 @@ develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk",
 
 [[package]]
 name = "elasticsearch"
-version = "8.19.0"
+version = "8.19.1"
 description = "Python client for Elasticsearch"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "elasticsearch-8.19.0.tar.gz", hash = "sha256:66fe755e55127afc47c68eca6858006932d9d128b68834a15e7e9894517cfb67"},
+    {file = "elasticsearch-8.19.1-py3-none-any.whl", hash = "sha256:b511dd4cc26aef1fc02c1b5c1eefe9f16d76127d8f133b0f6900fd052c48d2a4"},
+    {file = "elasticsearch-8.19.1.tar.gz", hash = "sha256:7192cd6eff2d6ab48f2858265dea717d15ab42f04cfdc4f571a811bcfcbc7a3a"},
 ]
 
 [package.dependencies]
@@ -1758,13 +1706,25 @@ typing-extensions = "*"
 
 [package.extras]
 async = ["aiohttp (>=3,<4)"]
-dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "mypy", "nltk", "nox", "numpy", "orjson", "pandas", "pyarrow", "pyright", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "sentence-transformers", "simsimd", "tqdm", "twine", "types-python-dateutil", "types-tqdm", "unasync"]
+dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "mypy", "nox", "numpy", "orjson", "pandas", "pyarrow", "pyright", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "simsimd", "tqdm", "twine", "types-python-dateutil", "types-tqdm", "unasync"]
 docs = ["sphinx", "sphinx-autodoc-typehints", "sphinx-rtd-theme (>=2.0)"]
 orjson = ["orjson (>=3)"]
 pyarrow = ["pyarrow (>=1)"]
 requests = ["requests (>=2.4.0,!=2.32.2,<3.0.0)"]
 vectorstore-mmr = ["numpy (>=1)", "simsimd (>=3)"]
 
+[[package]]
+name = "enum-compat"
+version = "0.0.3"
+description = "enum/enum34 compatibility package"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "enum-compat-0.0.3.tar.gz", hash = "sha256:3677daabed56a6f724451d585662253d8fb4e5569845aafa8bb0da36b1a8751e"},
+    {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
+]
+
 [[package]]
 name = "eval-type-backport"
 version = "0.2.2"
@@ -2092,67 +2052,70 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.74.0"
+version = "1.75.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+protobuf = ["grpcio-tools (>=1.75.0)"]
 
 [[package]]
 name = "grpcio-status"
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@@ -2722,14 +2680,14 @@ files = [
 
 [[package]]
 name = "litellm"
-version = "1.76.2"
+version = "1.77.4"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = "!=2.7.*,!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,!=3.7.*,>=3.8"
 groups = ["main"]
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 [package.dependencies]
@@ -2741,6 +2699,7 @@ importlib-metadata = ">=6.8.0"
 jinja2 = ">=3.1.2,<4.0.0"
 jsonschema = ">=4.22.0,<5.0.0"
 openai = ">=1.99.5"
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 pydantic = ">=2.5.0,<3.0.0"
 python-dotenv = ">=0.2.0"
 tiktoken = ">=0.7.0"
@@ -2750,7 +2709,7 @@ tokenizers = "*"
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 semantic-router = ["semantic-router"]
 utils = ["numpydoc"]
 
@@ -2800,6 +2759,18 @@ win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
 [package.extras]
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+[[package]]
+name = "madoka"
+version = "0.7.1"
+description = "Memory-efficient CountMin Sketch key-value structure (based on Madoka C++ library)"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
 [[package]]
 name = "markupsafe"
 version = "3.0.2"
@@ -3100,14 +3071,14 @@ type = ["mypy", "mypy-extensions"]
 
 [[package]]
 name = "mypy-boto3-s3"
-version = "1.40.0"
-description = "Type annotations for boto3 S3 1.40.0 service generated with mypy-boto3-builder 8.11.0"
+version = "1.40.26"
+description = "Type annotations for boto3 S3 1.40.26 service generated with mypy-boto3-builder 8.11.0"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
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 ]
 
 [[package]]
@@ -3123,6 +3094,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
 pydantic = ">=2.0.0,<3.0.0"
@@ -3133,86 +3105,86 @@ url = "../../libs/nemesis_dpapi"
 
 [[package]]
 name = "numpy"
-version = "2.3.2"
+version = "2.3.3"
 description = "Fundamental package for array computing in Python"
 optional = false
 python-versions = ">=3.11"
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 [[package]]
@@ -3255,14 +3227,14 @@ full = ["XLMMacroDeobfuscator"]
 
 [[package]]
 name = "openai"
-version = "1.106.1"
+version = "1.109.1"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [[package]]
 name = "opentelemetry-exporter-zipkin-json"
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+version = "1.37.0"
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 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -3653,6 +3625,21 @@ files = [
 [package.extras]
 tests = ["coverage", "pycodestyle", "pydocstyle", "pyflakes"]
 
+[[package]]
+name = "pondpond"
+version = "1.4.1"
+description = "Pond is a high performance object-pooling library for Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+madoka = ">=0.7.1"
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.52"
@@ -3799,50 +3786,49 @@ files = [
 
 [[package]]
 name = "psutil"
-version = "7.0.0"
-description = "Cross-platform lib for process and system monitoring in Python.  NOTE: the syntax of this script MUST be kept compatible with Python 2.7."
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+description = "Cross-platform lib for process and system monitoring."
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 markers = "sys_platform != \"cygwin\""
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 [package.extras]
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-test = ["pytest", "pytest-xdist", "setuptools"]
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+test = ["pytest", "pytest-instafail", "pytest-subtests", "pytest-xdist", "pywin32", "setuptools", "wheel", "wmi"]
 
 [[package]]
 name = "psycopg"
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+version = "3.2.10"
 description = "PostgreSQL database adapter for Python"
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 python-versions = ">=3.8"
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 [package.dependencies]
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 psycopg-pool = {version = "*", optional = true, markers = "extra == \"pool\""}
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 [package.extras]
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-c = ["psycopg-c (==3.2.9)"]
+binary = ["psycopg-binary (==3.2.10)"]
+c = ["psycopg-c (==3.2.10)"]
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 pool = ["psycopg-pool"]
@@ -3850,78 +3836,75 @@ test = ["anyio (>=4.0)", "mypy (>=1.14)", "pproxy (>=2.7)", "pytest (>=6.2.5)",
 
 [[package]]
 name = "psycopg-binary"
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 python-versions = ">=3.8"
 groups = ["main"]
 markers = "implementation_name != \"pypy\""
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 [[package]]
@@ -4114,15 +4097,15 @@ test = ["coverage[toml] (>=5.2)", "hypothesis", "pytest (>=6.0)", "pytest-cov"]
 
 [[package]]
 name = "pycparser"
-version = "2.22"
+version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "python_version < \"3.14\" or implementation_name != \"PyPy\""
+markers = "implementation_name != \"PyPy\""
 files = [
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 ]
 
 [[package]]
@@ -4229,14 +4212,14 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.11.7"
+version = "2.11.9"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -4417,14 +4400,14 @@ test = ["flaky", "pretend", "pytest (>=3.0.1)"]
 
 [[package]]
 name = "pyparsing"
-version = "3.2.3"
-description = "pyparsing module - Classes and methods to define and execute parsing grammars"
+version = "3.2.5"
+description = "pyparsing - Classes and methods to define and execute parsing grammars"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -4584,18 +4567,19 @@ dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests
 
 [[package]]
 name = "pytest-asyncio"
-version = "1.1.0"
+version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
 groups = ["dev"]
 files = [
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 ]
 
 [package.dependencies]
 pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
 
 [package.extras]
 docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
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 ]
 
+[[package]]
+name = "python-registry"
+version = "1.3.1"
+description = "Read access to Windows Registry files."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+enum-compat = "*"
+unicodecsv = "*"
+
 [[package]]
 name = "pytz"
 version = "2025.2"
@@ -4856,99 +4857,127 @@ typing-extensions = {version = ">=4.4.0", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "regex"
-version = "2025.9.1"
+version = "2025.9.18"
 description = "Alternative regular expression module, to replace re."
 optional = false
 python-versions = ">=3.9"
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+    {file = "ruamel.yaml.clib-0.2.14.tar.gz", hash = "sha256:803f5044b13602d58ea378576dd75aa759f52116a0232608e8fdada4da33752e"},
 ]
 
 [[package]]
@@ -5277,14 +5315,14 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.13.1"
+version = "0.14.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "s3transfer-0.13.1-py3-none-any.whl", hash = "sha256:a981aa7429be23fe6dfc13e80e4020057cbab622b08c0315288758d67cabc724"},
-    {file = "s3transfer-0.13.1.tar.gz", hash = "sha256:c3fdba22ba1bd367922f27ec8032d6a1cf5f10c934fb5d68cf60fd5a23d936cf"},
+    {file = "s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456"},
+    {file = "s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"},
 ]
 
 [package.dependencies]
@@ -5445,31 +5483,31 @@ blobfile = ["blobfile (>=2)"]
 
 [[package]]
 name = "tokenizers"
-version = "0.22.0"
+version = "0.22.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "tokenizers-0.22.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:eaa9620122a3fb99b943f864af95ed14c8dfc0f47afa3b404ac8c16b3f2bb484"},
-    {file = "tokenizers-0.22.0-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:71784b9ab5bf0ff3075bceeb198149d2c5e068549c0d18fe32d06ba0deb63f79"},
-    {file = "tokenizers-0.22.0-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:ec5b71f668a8076802b0241a42387d48289f25435b86b769ae1837cad4172a17"},
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-    {file = "tokenizers-0.22.0-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:4136e1558a9ef2e2f1de1555dcd573e1cbc4a320c1a06c4107a3d46dc8ac6e4b"},
-    {file = "tokenizers-0.22.0-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:cdf5954de3962a5fd9781dc12048d24a1a6f1f5df038c6e95db328cd22964206"},
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-    {file = "tokenizers-0.22.0-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:a89264e26f63c449d8cded9061adea7b5de53ba2346fc7e87311f7e4117c1cc8"},
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-    {file = "tokenizers-0.22.0-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:1626cb186e143720c62c6c6b5371e62bbc10af60481388c0da89bc903f37ea0c"},
-    {file = "tokenizers-0.22.0-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:da589a61cbfea18ae267723d6b029b84598dc8ca78db9951d8f5beff72d8507c"},
-    {file = "tokenizers-0.22.0-cp39-abi3-win32.whl", hash = "sha256:dbf9d6851bddae3e046fedfb166f47743c1c7bd11c640f0691dd35ef0bcad3be"},
-    {file = "tokenizers-0.22.0-cp39-abi3-win_amd64.whl", hash = "sha256:c78174859eeaee96021f248a56c801e36bfb6bd5b067f2e95aa82445ca324f00"},
-    {file = "tokenizers-0.22.0.tar.gz", hash = "sha256:2e33b98525be8453f355927f3cab312c36cd3e44f4d7e9e97da2fa94d0a49dcb"},
+    {file = "tokenizers-0.22.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73"},
+    {file = "tokenizers-0.22.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f"},
+    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4"},
+    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879"},
+    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446"},
+    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a"},
+    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390"},
+    {file = "tokenizers-0.22.1-cp39-abi3-win32.whl", hash = "sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82"},
+    {file = "tokenizers-0.22.1-cp39-abi3-win_amd64.whl", hash = "sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138"},
+    {file = "tokenizers-0.22.1.tar.gz", hash = "sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9"},
 ]
 
 [package.dependencies]
-huggingface-hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<2.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
@@ -5528,11 +5566,12 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "typing-inspection"
@@ -5561,6 +5600,17 @@ files = [
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
+[[package]]
+name = "unicodecsv"
+version = "0.14.1"
+description = "Python2's stdlib csv module is nice, but it doesn't support unicode. This module is a drop-in replacement which *does*."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
+]
+
 [[package]]
 name = "unicrypto"
 version = "0.0.11"
@@ -5596,14 +5646,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.35.0"
+version = "0.37.0"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "uvicorn-0.35.0-py3-none-any.whl", hash = "sha256:197535216b25ff9b785e29a0b79199f55222193d47f820816e7da751e9bc8d4a"},
-    {file = "uvicorn-0.35.0.tar.gz", hash = "sha256:bc662f087f7cf2ce11a1d7fd70b90c9f98ef2e2831556dd078d131b96cc94a01"},
+    {file = "uvicorn-0.37.0-py3-none-any.whl", hash = "sha256:913b2b88672343739927ce381ff9e2ad62541f9f8289664fa1d1d3803fa2ce6c"},
+    {file = "uvicorn-0.37.0.tar.gz", hash = "sha256:4115c8add6d3fd536c8ee77f0e14a7fd2ebba939fed9b02583a97f80648f9e13"},
 ]
 
 [package.dependencies]
@@ -5615,14 +5665,14 @@ standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "wcwidth"
-version = "0.2.13"
+version = "0.2.14"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "wcwidth-0.2.13-py2.py3-none-any.whl", hash = "sha256:3da69048e4540d84af32131829ff948f1e022c1c6bdb8d6102117aac784f6859"},
-    {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
+    {file = "wcwidth-0.2.14-py2.py3-none-any.whl", hash = "sha256:a7bb560c8aee30f9957e5f9895805edd20602f2d7f720186dfd906e82b4982e1"},
+    {file = "wcwidth-0.2.14.tar.gz", hash = "sha256:4d478375d31bc5395a3c55c40ccdf3354688364cd61c4f6adacaa9215d0b3605"},
 ]
 
 [[package]]
@@ -5791,22 +5841,22 @@ files = [
 
 [[package]]
 name = "yara-x"
-version = "1.5.0"
+version = "1.7.1"
 description = "Python bindings for YARA-X"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "yara_x-1.5.0-cp38-abi3-macosx_14_0_arm64.whl", hash = "sha256:6bd6e0e4263f6bb5ee995168e4c573343cfc8956d2904331deb8b9afd6d863e6"},
-    {file = "yara_x-1.5.0-cp38-abi3-macosx_14_0_x86_64.whl", hash = "sha256:3492d5e397d147d044b6cb7922f67ec5c05b999ff3af8164b232f830029e82a3"},
-    {file = "yara_x-1.5.0-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:1d12faadf61640bbc7a6af58a3fe2b9e2f8e56a3dbab8fe82f75033a25b14d56"},
-    {file = "yara_x-1.5.0-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:63a64b6189d1248f14e0b2a51b197f5152644ae3d48c62944491328f05586c75"},
-    {file = "yara_x-1.5.0-cp38-abi3-win_amd64.whl", hash = "sha256:25750a06d92976194219ebaaf35d53c19167ef95cac7f3e5379d4b65127a9b40"},
-    {file = "yara_x-1.5.0-pp310-pypy310_pp73-macosx_14_0_arm64.whl", hash = "sha256:a52e498c70d2d9387e46282ea64b294ddbbeed860e3546db22b41d03a86e9cde"},
-    {file = "yara_x-1.5.0-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:101650f462b9e7864765ed0def56b89443715901435069202f6ffbdc2d5fc15c"},
-    {file = "yara_x-1.5.0-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:fe2ac71c0d6409ec9db5ac15f9b95fda691ba7df9f28fca5f6a42d34d8618463"},
-    {file = "yara_x-1.5.0-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:505a2b19a2c7ba5cb9fc20b55377d5f1e849c93a5e216fd520f70a96cd379a49"},
-    {file = "yara_x-1.5.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:427006cc7d53938a467951e16a82247a547211d8104fca013817a628be50dfaa"},
+    {file = "yara_x-1.7.1-cp38-abi3-macosx_14_0_arm64.whl", hash = "sha256:007d6239cbe1db837cb3ccd4d7aef4e231a7d50dffecf3b3f803b468bb37d091"},
+    {file = "yara_x-1.7.1-cp38-abi3-macosx_14_0_x86_64.whl", hash = "sha256:faad3b7d6036c429deecd6267789fa94e2eb62c6f0c7543bc126b5c871f8f3c2"},
+    {file = "yara_x-1.7.1-cp38-abi3-manylinux_2_28_aarch64.whl", hash = "sha256:33d87f3dc740f4d464f058f9c43b837c61fcbacd0f076b42392f0e0ff434b70a"},
+    {file = "yara_x-1.7.1-cp38-abi3-manylinux_2_28_x86_64.whl", hash = "sha256:cbd107f0ce5748458a7735c570362a98b744d85f5f459116175588f3a7392a0c"},
+    {file = "yara_x-1.7.1-cp38-abi3-win_amd64.whl", hash = "sha256:033173ae9342e1ac53f97c0b4d6739dd1b5cc52e66f085fab997131f816d33cb"},
+    {file = "yara_x-1.7.1-pp310-pypy310_pp73-macosx_14_0_arm64.whl", hash = "sha256:749e650c1c351cf0da58b1e1695ed3deab460082e9e29793e6fd43f1e4b5e540"},
+    {file = "yara_x-1.7.1-pp310-pypy310_pp73-macosx_14_0_x86_64.whl", hash = "sha256:ca722e3eb4c91c5d629d49a0abb021ecb1eb959bd247ac8a6f4531d264451e09"},
+    {file = "yara_x-1.7.1-pp310-pypy310_pp73-manylinux_2_28_aarch64.whl", hash = "sha256:e26f5905de1d68835b477c5e8951bee53ef803b1a505c8d0466e4376456f5059"},
+    {file = "yara_x-1.7.1-pp310-pypy310_pp73-manylinux_2_28_x86_64.whl", hash = "sha256:2f3bc5dfafc858dec61b8890993b399aec9c81ef99c97924387e50337908fa72"},
+    {file = "yara_x-1.7.1-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:5d8bbb53c40e24ddfa241a6a30d7e12abec3853de6c0815ea3e9fcccddf4036a"},
 ]
 
 [[package]]
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index e2577a1..783bb1b 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -150,14 +150,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.10.0"
+version = "4.11.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
-    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -166,7 +166,7 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argon2-cffi"
@@ -335,178 +335,96 @@ files = [
 
 [[package]]
 name = "cffi"
-version = "1.17.1"
-description = "Foreign Function Interface for Python calling C code."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-markers = "python_version < \"3.14\""
-files = [
-    {file = "cffi-1.17.1-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:df8b1c11f177bc2313ec4b2d46baec87a5f3e71fc8b45dab2ee7cae86d9aba14"},
-    {file = "cffi-1.17.1-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:8f2cdc858323644ab277e9bb925ad72ae0e67f69e804f4898c070998d50b1a67"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_12_i686.manylinux2010_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:edae79245293e15384b51f88b00613ba9f7198016a5948b5dddf4917d4d26382"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:45398b671ac6d70e67da8e4224a065cec6a93541bb7aebe1b198a61b58c7b702"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:ad9413ccdeda48c5afdae7e4fa2192157e991ff761e7ab8fdd8926f40b160cc3"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:5da5719280082ac6bd9aa7becb3938dc9f9cbd57fac7d2871717b1feb0902ab6"},
-    {file = "cffi-1.17.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:2bb1a08b8008b281856e5971307cc386a8e9c5b625ac297e853d36da6efe9c17"},
-    {file = "cffi-1.17.1-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:045d61c734659cc045141be4bae381a41d89b741f795af1dd018bfb532fd0df8"},
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 ]
 
 [package.dependencies]
@@ -603,14 +521,14 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.2.1"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
 ]
 
 [package.dependencies]
@@ -707,14 +625,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -727,18 +645,18 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
@@ -763,6 +681,23 @@ idna = ["idna (>=3.10)"]
 trio = ["trio (>=0.30)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dpapick3"
+version = "0.7.1"
+description = "A native implementation of DPAPI"
+optional = false
+python-versions = ">=3.2"
+groups = ["main"]
+files = [
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+    {file = "dpapick3-0.7.1.tar.gz", hash = "sha256:3449366800d5bb313dd6d8d9d259d1b94498881ac74ced163749617a431921cb"},
+]
+
+[package.dependencies]
+pyasn1 = "*"
+pycryptodome = "*"
+python-registry = "*"
+
 [[package]]
 name = "email-validator"
 version = "2.3.0"
@@ -779,6 +714,18 @@ files = [
 dnspython = ">=2.0.0"
 idna = ">=2.0.0"
 
+[[package]]
+name = "enum-compat"
+version = "0.0.3"
+description = "enum/enum34 compatibility package"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "enum-compat-0.0.3.tar.gz", hash = "sha256:3677daabed56a6f724451d585662253d8fb4e5569845aafa8bb0da36b1a8751e"},
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+]
+
 [[package]]
 name = "fastapi"
 version = "0.115.14"
@@ -814,14 +761,14 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
 [[package]]
 name = "fastapi-cli"
-version = "0.0.10"
+version = "0.0.13"
 description = "Run and manage FastAPI apps from the command line with FastAPI CLI. 🚀"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "fastapi_cli-0.0.13.tar.gz", hash = "sha256:312addf3f57ba7139457cf0d345c03e2170cc5a034057488259c33cd7e494529"},
 ]
 
 [package.dependencies]
@@ -836,14 +783,14 @@ standard-no-fastapi-cloud-cli = ["uvicorn[standard] (>=0.15.0)"]
 
 [[package]]
 name = "fastapi-cloud-cli"
-version = "0.1.5"
+version = "0.2.0"
 description = "Deploy and manage FastAPI Cloud apps from the command line 🚀"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "fastapi_cloud_cli-0.2.0-py3-none-any.whl", hash = "sha256:8dc13f95246d80e625e2789a21760494e855d887f70caae109423d00064772d1"},
+    {file = "fastapi_cloud_cli-0.2.0.tar.gz", hash = "sha256:115d9b1f198b09ecc66f67156d183babb4fc14431414cc2e57a7649624782da6"},
 ]
 
 [package.dependencies]
@@ -1016,83 +963,86 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.74.0"
+version = "1.75.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+
 [package.extras]
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+protobuf = ["grpcio-tools (>=1.75.0)"]
 
 [[package]]
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 description = "Status proto mapping for gRPC"
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 python-versions = ">=3.9"
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 [package.dependencies]
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-grpcio = ">=1.74.0"
+grpcio = ">=1.75.0"
 protobuf = ">=6.31.1,<7.0.0"
 
 [[package]]
@@ -1569,6 +1519,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
 pydantic = ">=2.0.0,<3.0.0"
@@ -1780,21 +1731,21 @@ files = [
 
 [[package]]
 name = "protobuf"
-version = "6.32.0"
+version = "6.32.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "protobuf-6.32.0-cp310-abi3-win32.whl", hash = "sha256:84f9e3c1ff6fb0308dbacb0950d8aa90694b0d0ee68e75719cb044b7078fe741"},
-    {file = "protobuf-6.32.0-cp310-abi3-win_amd64.whl", hash = "sha256:a8bdbb2f009cfc22a36d031f22a625a38b615b5e19e558a7b756b3279723e68e"},
-    {file = "protobuf-6.32.0-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d52691e5bee6c860fff9a1c86ad26a13afbeb4b168cd4445c922b7e2cf85aaf0"},
-    {file = "protobuf-6.32.0-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:501fe6372fd1c8ea2a30b4d9be8f87955a64d6be9c88a973996cef5ef6f0abf1"},
-    {file = "protobuf-6.32.0-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:75a2aab2bd1aeb1f5dc7c5f33bcb11d82ea8c055c9becbb41c26a8c43fd7092c"},
-    {file = "protobuf-6.32.0-cp39-cp39-win32.whl", hash = "sha256:7db8ed09024f115ac877a1427557b838705359f047b2ff2f2b2364892d19dacb"},
-    {file = "protobuf-6.32.0-cp39-cp39-win_amd64.whl", hash = "sha256:15eba1b86f193a407607112ceb9ea0ba9569aed24f93333fe9a497cf2fda37d3"},
-    {file = "protobuf-6.32.0-py3-none-any.whl", hash = "sha256:ba377e5b67b908c8f3072a57b63e2c6a4cbd18aea4ed98d2584350dbf46f2783"},
-    {file = "protobuf-6.32.0.tar.gz", hash = "sha256:a81439049127067fc49ec1d36e25c6ee1d1a2b7be930675f919258d03c04e7d2"},
+    {file = "protobuf-6.32.1-cp310-abi3-win32.whl", hash = "sha256:a8a32a84bc9f2aad712041b8b366190f71dde248926da517bde9e832e4412085"},
+    {file = "protobuf-6.32.1-cp310-abi3-win_amd64.whl", hash = "sha256:b00a7d8c25fa471f16bc8153d0e53d6c9e827f0953f3c09aaa4331c718cae5e1"},
+    {file = "protobuf-6.32.1-cp39-abi3-macosx_10_9_universal2.whl", hash = "sha256:d8c7e6eb619ffdf105ee4ab76af5a68b60a9d0f66da3ea12d1640e6d8dab7281"},
+    {file = "protobuf-6.32.1-cp39-abi3-manylinux2014_aarch64.whl", hash = "sha256:2f5b80a49e1eb7b86d85fcd23fe92df154b9730a725c3b38c4e43b9d77018bf4"},
+    {file = "protobuf-6.32.1-cp39-abi3-manylinux2014_x86_64.whl", hash = "sha256:b1864818300c297265c83a4982fd3169f97122c299f56a56e2445c3698d34710"},
+    {file = "protobuf-6.32.1-cp39-cp39-win32.whl", hash = "sha256:68ff170bac18c8178f130d1ccb94700cf72852298e016a2443bdb9502279e5f1"},
+    {file = "protobuf-6.32.1-cp39-cp39-win_amd64.whl", hash = "sha256:d0975d0b2f3e6957111aa3935d08a0eb7e006b1505d825f862a1fffc8348e122"},
+    {file = "protobuf-6.32.1-py3-none-any.whl", hash = "sha256:2601b779fc7d32a866c6b4404f9d42a3f67c5b9f3f15b4db3cccabe06b95c346"},
+    {file = "protobuf-6.32.1.tar.gz", hash = "sha256:ee2469e4a021474ab9baafea6cd070e5bf27c7d29433504ddea1a4ee5850f68d"},
 ]
 
 [[package]]
@@ -1866,15 +1817,15 @@ pyasn1 = ">=0.6.1,<0.7.0"
 
 [[package]]
 name = "pycparser"
-version = "2.22"
+version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "implementation_name != \"PyPy\" or python_version < \"3.14\""
+markers = "implementation_name != \"PyPy\""
 files = [
-    {file = "pycparser-2.22-py3-none-any.whl", hash = "sha256:c3702b6d3dd8c7abc1afa565d7e63d53a1d0bd86cdc24edd75470f4de499cfcc"},
-    {file = "pycparser-2.22.tar.gz", hash = "sha256:491c8be9c040f5390f5bf44a5b07752bd07f56edf992381b05c701439eec10f6"},
+    {file = "pycparser-2.23-py3-none-any.whl", hash = "sha256:e5c6e8d3fbad53479cab09ac03729e0a9faf2bee3db8208a550daf5af81a5934"},
+    {file = "pycparser-2.23.tar.gz", hash = "sha256:78816d4f24add8f10a06d6f05b4d424ad9e96cfebf68a4ddc99c65c0720d00c2"},
 ]
 
 [[package]]
@@ -1981,14 +1932,14 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.11.7"
+version = "2.11.9"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic-2.11.7-py3-none-any.whl", hash = "sha256:dde5df002701f6de26248661f6835bbe296a47bf73990135c7d07ce741b9623b"},
-    {file = "pydantic-2.11.7.tar.gz", hash = "sha256:d989c3c6cb79469287b1569f7447a17848c998458d49ebe294e975b9baf0f0db"},
+    {file = "pydantic-2.11.9-py3-none-any.whl", hash = "sha256:c42dd626f5cfc1c6950ce6205ea58c93efa406da65f479dcb4029d5934857da2"},
+    {file = "pydantic-2.11.9.tar.gz", hash = "sha256:6b8ffda597a14812a7975c90b82a8a2e777d9257aba3453f973acd3c032a18e2"},
 ]
 
 [package.dependencies]
@@ -2140,14 +2091,14 @@ semver = ["semver (>=3.0.2)"]
 
 [[package]]
 name = "pydantic-settings"
-version = "2.10.1"
+version = "2.11.0"
 description = "Settings management using Pydantic"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "pydantic_settings-2.10.1-py3-none-any.whl", hash = "sha256:a60952460b99cf661dc25c29c0ef171721f98bfcb52ef8d9ea4c943d7c8cc796"},
-    {file = "pydantic_settings-2.10.1.tar.gz", hash = "sha256:06f0062169818d0f5524420a360d632d5857b83cffd4d42fe29597807a1614ee"},
+    {file = "pydantic_settings-2.11.0-py3-none-any.whl", hash = "sha256:fe2cea3413b9530d10f3a5875adffb17ada5c1e1bab0b2885546d7310415207c"},
+    {file = "pydantic_settings-2.11.0.tar.gz", hash = "sha256:d0e87a1c7d33593beb7194adb8470fc426e95ba02af83a0f23474a04c9a08180"},
 ]
 
 [package.dependencies]
@@ -2254,6 +2205,23 @@ files = [
     {file = "python_multipart-0.0.20.tar.gz", hash = "sha256:8dd0cab45b8e23064ae09147625994d090fa46f5b0d1e13af944c331a7fa9d13"},
 ]
 
+[[package]]
+name = "python-registry"
+version = "1.3.1"
+description = "Read access to Windows Registry files."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "python-registry-1.3.1.tar.gz", hash = "sha256:99185f67d5601be3e7843e55902d5769aea1740869b0882f34ff1bd4b43b1eb2"},
+    {file = "python_registry-1.3.1-py2-none-any.whl", hash = "sha256:59d3b00c04bca0c4e1a12be0404da6ccf76b87537ee3a3ad2d8fc1bccf6f63ca"},
+    {file = "python_registry-1.3.1-py3-none-any.whl", hash = "sha256:b5b8ae07c271dce12dacd24e16af8aa8d56167ebdb360112a4f152b6d04a4ca9"},
+]
+
+[package.dependencies]
+enum-compat = "*"
+unicodecsv = "*"
+
 [[package]]
 name = "pytsk3"
 version = "20250312"
@@ -2521,14 +2489,14 @@ files = [
 
 [[package]]
 name = "sentry-sdk"
-version = "2.37.0"
+version = "2.38.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "sentry_sdk-2.37.0-py2.py3-none-any.whl", hash = "sha256:89c1ed205d5c25926558b64a9bed8a5b4fb295b007cecc32c0ec4bf7694da2e1"},
-    {file = "sentry_sdk-2.37.0.tar.gz", hash = "sha256:2c661a482dd5accf3df58464f31733545745bb4d5cf8f5e46e0e1c4eed88479f"},
+    {file = "sentry_sdk-2.38.0-py2.py3-none-any.whl", hash = "sha256:2324aea8573a3fa1576df7fb4d65c4eb8d9929c8fa5939647397a07179eef8d0"},
+    {file = "sentry_sdk-2.38.0.tar.gz", hash = "sha256:792d2af45e167e2f8a3347143f525b9b6bac6f058fb2014720b40b84ccbeb985"},
 ]
 
 [package.dependencies]
@@ -2708,14 +2676,14 @@ files = [
 
 [[package]]
 name = "typer"
-version = "0.17.4"
+version = "0.19.2"
 description = "Typer, build great CLIs. Easy to code. Based on Python type hints."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "typer-0.17.4-py3-none-any.whl", hash = "sha256:015534a6edaa450e7007eba705d5c18c3349dcea50a6ad79a5ed530967575824"},
-    {file = "typer-0.17.4.tar.gz", hash = "sha256:b77dc07d849312fd2bb5e7f20a7af8985c7ec360c45b051ed5412f64d8dc1580"},
+    {file = "typer-0.19.2-py3-none-any.whl", hash = "sha256:755e7e19670ffad8283db353267cb81ef252f595aa6834a0d1ca9312d9326cb9"},
+    {file = "typer-0.19.2.tar.gz", hash = "sha256:9ad824308ded0ad06cc716434705f691d4ee0bfd0fb081839d2e426860e7fdca"},
 ]
 
 [package.dependencies]
@@ -2858,6 +2826,17 @@ files = [
     {file = "ujson-5.11.0.tar.gz", hash = "sha256:e204ae6f909f099ba6b6b942131cee359ddda2b6e4ea39c12eb8b991fe2010e0"},
 ]
 
+[[package]]
+name = "unicodecsv"
+version = "0.14.1"
+description = "Python2's stdlib csv module is nice, but it doesn't support unicode. This module is a drop-in replacement which *does*."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
+]
+
 [[package]]
 name = "urllib3"
 version = "2.5.0"

From 0d3307bf71da4c5beab179dd91ae778ba3b2a292 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 16:03:02 -0700
Subject: [PATCH 064/279] update deps, fixate dapr version

---
 libs/chromium/poetry.lock                   | 62 ++++++++++++++++++++-
 libs/chromium/pyproject.toml                |  2 +-
 libs/common/poetry.lock                     | 10 ++--
 libs/common/pyproject.toml                  |  2 +-
 libs/file_linking/poetry.lock               |  2 +-
 libs/file_linking/pyproject.toml            |  2 +-
 projects/agents/poetry.lock                 |  4 +-
 projects/agents/pyproject.toml              |  6 +-
 projects/alerting/poetry.lock               |  4 +-
 projects/alerting/pyproject.toml            |  4 +-
 projects/document_conversion/poetry.lock    |  4 +-
 projects/document_conversion/pyproject.toml |  6 +-
 projects/file_enrichment/Dockerfile         |  4 +-
 projects/file_enrichment/poetry.lock        | 32 +++++------
 projects/file_enrichment/pyproject.toml     |  6 +-
 projects/housekeeping/poetry.lock           |  4 +-
 projects/housekeeping/pyproject.toml        |  4 +-
 projects/web_api/poetry.lock                | 18 +++---
 projects/web_api/pyproject.toml             |  4 +-
 19 files changed, 119 insertions(+), 61 deletions(-)

diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index 744ee0c..633ec5e 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -538,6 +538,35 @@ idna = ["idna (>=3.7)"]
 trio = ["trio (>=0.23)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dpapick3"
+version = "0.7.1"
+description = "A native implementation of DPAPI"
+optional = false
+python-versions = ">=3.2"
+groups = ["main"]
+files = [
+    {file = "dpapick3-0.7.1-py3-none-any.whl", hash = "sha256:61999f6d4d08231799d3d62e3a48502476fcc0c4d29f12bb8ed064e3352f5da9"},
+    {file = "dpapick3-0.7.1.tar.gz", hash = "sha256:3449366800d5bb313dd6d8d9d259d1b94498881ac74ced163749617a431921cb"},
+]
+
+[package.dependencies]
+pyasn1 = "*"
+pycryptodome = "*"
+python-registry = "*"
+
+[[package]]
+name = "enum-compat"
+version = "0.0.3"
+description = "enum/enum34 compatibility package"
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "enum-compat-0.0.3.tar.gz", hash = "sha256:3677daabed56a6f724451d585662253d8fb4e5569845aafa8bb0da36b1a8751e"},
+    {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
+]
+
 [[package]]
 name = "file-linking"
 version = "0.1.0"
@@ -549,7 +578,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = ">=1.0.0,<2.0.0"
+dapr = "1.15.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1098,6 +1127,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
 pydantic = ">=2.0.0,<3.0.0"
@@ -1660,6 +1690,23 @@ files = [
 [package.dependencies]
 six = ">=1.5"
 
+[[package]]
+name = "python-registry"
+version = "1.3.1"
+description = "Read access to Windows Registry files."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "python-registry-1.3.1.tar.gz", hash = "sha256:99185f67d5601be3e7843e55902d5769aea1740869b0882f34ff1bd4b43b1eb2"},
+    {file = "python_registry-1.3.1-py2-none-any.whl", hash = "sha256:59d3b00c04bca0c4e1a12be0404da6ccf76b87537ee3a3ad2d8fc1bccf6f63ca"},
+    {file = "python_registry-1.3.1-py3-none-any.whl", hash = "sha256:b5b8ae07c271dce12dacd24e16af8aa8d56167ebdb360112a4f152b6d04a4ca9"},
+]
+
+[package.dependencies]
+enum-compat = "*"
+unicodecsv = "*"
+
 [[package]]
 name = "ruff"
 version = "0.9.10"
@@ -1773,6 +1820,17 @@ files = [
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
+[[package]]
+name = "unicodecsv"
+version = "0.14.1"
+description = "Python2's stdlib csv module is nice, but it doesn't support unicode. This module is a drop-in replacement which *does*."
+optional = false
+python-versions = "*"
+groups = ["main"]
+files = [
+    {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
+]
+
 [[package]]
 name = "werkzeug"
 version = "3.1.3"
@@ -1913,4 +1971,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "842ede59e8053d59f8c2daba6d8b4b3b5a7c482bb514167e8ee54b9e4eff6b1f"
+content-hash = "c51722acaea2d9e006b44eed9603b650bcba2ca28b0d80aa90695298e88ed828"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index 43aa0e3..de3358f 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 impacket = ">=0.12.0,<0.13.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
-dapr = ">=1.0.0,<2.0.0"
+dapr = "1.15.0"
 structlog = ">=20.0.0,<30.0.0"
 nemesis-dpapi = { path = "../nemesis_dpapi", develop = true }
 file-linking = { path = "../file_linking", develop = true }
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index c6d1a88..dd48a49 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -355,14 +355,14 @@ files = [
 
 [[package]]
 name = "dapr"
-version = "1.14.0"
+version = "1.15.0"
 description = "The official release of Dapr Python SDK."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.14.0-py3-none-any.whl", hash = "sha256:31bfa9587b58d410a575dd46e568cd731e790e235d7b61b18cb17420977e9c84"},
-    {file = "dapr-1.14.0.tar.gz", hash = "sha256:d901b787a5154f4b4e448e439825693f3352dda374889ef541281dd2727b8d61"},
+    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
+    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
 ]
 
 [package.dependencies]
@@ -1363,4 +1363,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "a943b018720efd72039b4e2c420d653def7a5ef307194ccbfab8a010fcd99430"
+content-hash = "55d7bc7e9b7aba72dd9eab17cb273f2605d11ed63f6ca595b05ba50a4e07874d"
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index 48464f9..34ac487 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 pydantic = "^2.10.5"
 structlog = "^25.1.0"
-dapr = "^1.14.0"
+dapr = "1.15.0"
 minio = "^7.2.14"
 fastapi = "^0.115.6"
 
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index 0f6cb73..cee568f 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -966,4 +966,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "1ce8d0a144b86fe065c0f21c98edf5cf42ce80f143d209e2846018a935752a79"
+content-hash = "5bf7929dd5aa3c956324e09b843d94a0858560e9be0676f42c30dd744332a66b"
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
index 712fbed..1c8baaa 100644
--- a/libs/file_linking/pyproject.toml
+++ b/libs/file_linking/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = ">=3.12,<4.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
-dapr = ">=1.0.0,<2.0.0"
+dapr = "1.15.0"
 structlog = ">=20.0.0,<30.0.0"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/projects/agents/poetry.lock b/projects/agents/poetry.lock
index fb01103..3192130 100644
--- a/projects/agents/poetry.lock
+++ b/projects/agents/poetry.lock
@@ -734,7 +734,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -3880,4 +3880,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.14"
-content-hash = "c559277a995c6cb610d9514651a8ad8bd1dd9e58f3d1baf8e5b77afda023c2fa"
+content-hash = "482e6b0e530d87d97a9ba97ee481914762059ad5441f5bf1969093ee137fc984"
diff --git a/projects/agents/pyproject.toml b/projects/agents/pyproject.toml
index b6ce21a..4aaaefa 100644
--- a/projects/agents/pyproject.toml
+++ b/projects/agents/pyproject.toml
@@ -8,8 +8,8 @@ readme = "README.md"
 python = ">=3.12,<3.14"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
+dapr = "1.15.0"
+dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
@@ -18,7 +18,7 @@ websockets = "^14.2"
 # pydantic-ai-slim = {extras = ["retries"], version = "^0.7.1"}
 common = { path = "../../libs/common", develop = true }
 pydantic-ai = "^0.7.1"
-dapr-ext-workflow = "^1.15.0"
+dapr-ext-workflow = "1.15.0"
 logfire = "^4.3.3"
 colorlog = "^6.9.0"
 opentelemetry-instrumentation-fastapi = "^0.57b0"
diff --git a/projects/alerting/poetry.lock b/projects/alerting/poetry.lock
index 7147c49..3ca20b3 100644
--- a/projects/alerting/poetry.lock
+++ b/projects/alerting/poetry.lock
@@ -513,7 +513,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -1758,4 +1758,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "068fb76877123e63914d534cc0851e4e406bdfecc590098463b6c953f34b37e3"
+content-hash = "18b566b231fd7a41553fef874bd297a022565ac6662e1e53d2d343829a34e074"
diff --git a/projects/alerting/pyproject.toml b/projects/alerting/pyproject.toml
index 26e9520..8a0f071 100644
--- a/projects/alerting/pyproject.toml
+++ b/projects/alerting/pyproject.toml
@@ -8,8 +8,8 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
+dapr = "1.15.0"
+dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index 5de4790..50f7903 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -481,7 +481,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -1746,4 +1746,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "9ef19461f1a4be99ea16a62262693a059f8a87a68e7ee816e9530fb7c768f1fe"
+content-hash = "297a8fe5f0323fe8682bb5608896f3f95cf11f6a4f695bfff837d1e76c7e67cb"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index 82f792c..39d10b3 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -8,9 +8,9 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
-dapr-ext-workflow = "^1.15.0"
+dapr = "1.15.0"
+dapr-ext-fastapi = "1.15.0"
+dapr-ext-workflow = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
diff --git a/projects/file_enrichment/Dockerfile b/projects/file_enrichment/Dockerfile
index 6f59360..ebdebe6 100644
--- a/projects/file_enrichment/Dockerfile
+++ b/projects/file_enrichment/Dockerfile
@@ -8,8 +8,8 @@ FROM ${PYTHON_BASE_DEV_IMAGE} AS base
 # that this project uses
 
 RUN apt-get update && \
-    apt-get install -y libmagic1 libpq5 \
-    gcc libc6-dev curl && \
+    apt-get install -y libmagic1 libpq5 binutils \
+    gcc g++ libc6-dev curl && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index d7a416b..c97de6d 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -1358,7 +1358,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = ">=1.0.0,<2.0.0"
+dapr = "1.15.0"
 file-linking = {path = "../file_linking", develop = true}
 impacket = ">=0.12.0,<0.13.0"
 nemesis-dpapi = {path = "../nemesis_dpapi", develop = true}
@@ -1438,7 +1438,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -1505,14 +1505,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.16.0"
+version = "1.15.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
-    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
+    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
+    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
 ]
 
 [package.dependencies]
@@ -1525,36 +1525,36 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.16.0"
+version = "1.15.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
-    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
+    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
+    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
 ]
 
 [package.dependencies]
-dapr = ">=1.16.0"
+dapr = ">=1.15.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
 [[package]]
 name = "dapr-ext-workflow"
-version = "1.16.0"
+version = "1.15.0"
 description = "The official release of Dapr Python SDK Workflow Authoring Extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-workflow-1.16.0.tar.gz", hash = "sha256:7487d174394d305e668784f4bac2dcecc757a1e0a8ddf6e5e1cb32c0a887be78"},
-    {file = "dapr_ext_workflow-1.16.0-py3-none-any.whl", hash = "sha256:028f6b3a340a5a8f0b061eacdef60de1ce52de2340f9636f517f799f73437ee8"},
+    {file = "dapr-ext-workflow-1.15.0.tar.gz", hash = "sha256:c05508005a7bbd54968a4b626a3e2034e5c841b85e7a67be7f2b80b3d006345b"},
+    {file = "dapr_ext_workflow-1.15.0-py3-none-any.whl", hash = "sha256:2c2d2c63a8fed92e01417328a54e140775b170d3994b1f0fb54346bb50ad17dd"},
 ]
 
 [package.dependencies]
-dapr = ">=1.16.0"
-durabletask-dapr = ">=0.2.0a8"
+dapr = ">=1.15.0"
+durabletask-dapr = ">=0.2.0a7"
 
 [[package]]
 name = "deprecated"
@@ -1834,7 +1834,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = ">=1.0.0,<2.0.0"
+dapr = "1.15.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -6001,4 +6001,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "61f3c9b4a72b8a5e48d0b71e236f63bc97d62a9902b4e15fba6ebcaf42b2a438"
+content-hash = "40a809c593435ffa55cd40f29988a7901b112268b3353c459cddd4305bc081e6"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index fe609b1..14af679 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -7,9 +7,9 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = "^3.12"
 fastapi = "^0.115.6"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
-dapr-ext-workflow = "^1.15.0"
+dapr = "1.15.0"
+dapr-ext-fastapi = "1.15.0"
+dapr-ext-workflow = "1.15.0"
 pydantic = "^2.10.4"
 python-magic = "^0.4.27"
 binaryornot = "^0.4.4"
diff --git a/projects/housekeeping/poetry.lock b/projects/housekeeping/poetry.lock
index d7fc420..b4ad069 100644
--- a/projects/housekeeping/poetry.lock
+++ b/projects/housekeeping/poetry.lock
@@ -407,7 +407,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -1450,4 +1450,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "e1e4e2c2a3d94bbd99fb20fadaccd914ff96f188b0df3c1979ef114ca27cbd8c"
+content-hash = "7b2fef5f4055c6997619467d12628dab1b2185888a6f866f201543c5387b391b"
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index 0d6378f..b9f4613 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -8,8 +8,8 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "^1.15.0"
-dapr-ext-fastapi = "^1.15.0"
+dapr = "1.15.0"
+dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 psycopg = "^3.2.4"
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 783bb1b..ee0ecb2 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -558,7 +558,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.15.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -625,14 +625,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.16.0"
+version = "1.15.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
-    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
+    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
+    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
 ]
 
 [package.dependencies]
@@ -645,18 +645,18 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.16.0"
+version = "1.15.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
-    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
+    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
+    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
 ]
 
 [package.dependencies]
-dapr = ">=1.16.0"
+dapr = ">=1.15.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
@@ -3315,4 +3315,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "d4a93ad64a82349244b029a0a03483d9d96dfc0b36783b2883839dbefbd8b6c9"
+content-hash = "fc50c4dfce54e9608da6f8a514768945e269449a9550b8e03af89921e285fdc1"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index 5341c57..c042809 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = "^3.12"
 fastapi = { extras = ["all"], version = "^0.115.6" }
 structlog = "^25.1.0"
-dapr = "^1.15.0"
+dapr = "1.15.0"
 pydantic = "^2.10.4"
 uvicorn = "^0.34.0"
 python-multipart = "^0.0.20"
@@ -19,7 +19,7 @@ nemesis_dpapi = { path = "../../libs/nemesis_dpapi", develop = true }
 tomli = "^2.2.1"
 asyncpg = "^0.30.0"
 requests = "^2.32.3"
-dapr-ext-fastapi = "^1.15.0"
+dapr-ext-fastapi = "1.15.0"
 psycopg = {extras = ["pool"], version = "^3.2.9"}
 pytsk3 = "^20250312"
 watchdog = "^6.0.0"

From 7c282b415217d9ce37279eab24fcb964bfdc0a7a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 17:08:26 -0700
Subject: [PATCH 065/279] remove old DPAPI_BLOB

---
 libs/nemesis_dpapi/nemesis_dpapi/crypto.py    |  18 +-
 .../nemesis_dpapi/nemesis_dpapi/dpapi_blob.py | 346 ------------------
 libs/nemesis_dpapi/tests/test_core.py         | 144 +++++++-
 libs/nemesis_dpapi/tests/test_crypto.py       | 146 --------
 libs/nemesis_dpapi/tests/test_types.py        |   4 +-
 5 files changed, 149 insertions(+), 509 deletions(-)
 delete mode 100644 libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
index 90c3fb0..bd18252 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
@@ -111,12 +111,8 @@ class Pbkdf2Hash(BaseModel):
 
 def _derive_secure_cred_key(ntlm_hash: bytes, user_sid_bytes: bytes) -> bytes:
     """Compute PBKDF2 hash using two-step derivation process."""
-    derived_key = PBKDF2(
-        ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256
-    )  # type: ignore
-    derived_key = PBKDF2(
-        derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256
-    )  # type: ignore
+    derived_key = PBKDF2(ntlm_hash, user_sid_bytes, dkLen=32, count=10000, hmac_hash_module=SHA256)  # type: ignore
+    derived_key = PBKDF2(derived_key, user_sid_bytes, dkLen=16, count=1, hmac_hash_module=SHA256)  # type: ignore
     return derived_key
 
 
@@ -148,9 +144,7 @@ class CredKey(BaseModel):
             raise ValueError(f"Cannot infer OWF type from key type: {type(self.key)}")
 
     @classmethod
-    def from_password(
-        cls, password: str, hash_type: CredKeyHashType, user_sid: Sid | None = None
-    ) -> CredKey:
+    def from_password(cls, password: str, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
         """Create CredKey from password by calculating the specified hash type.
 
         Args:
@@ -188,9 +182,7 @@ class CredKey(BaseModel):
             raise ValueError(f"Unsupported hash type: {hash_type}")
 
     @classmethod
-    def from_ntlm(
-        cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: Sid | None = None
-    ) -> CredKey:
+    def from_ntlm(cls, ntlm_hash: bytes, hash_type: CredKeyHashType, user_sid: Sid | None = None) -> CredKey:
         """Create CredKey from NTLM hash."""
 
         if hash_type in (CredKeyHashType.MD4, CredKeyHashType.NTLM):
@@ -273,5 +265,3 @@ class MasterKeyEncryptionKey(BaseModel):
             dpapi_system_key: The DPAPI_SYSTEM key bytes
         """
         return cls(key=Sha1Hash(value=dpapi_system_key))
-
-
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py b/libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py
deleted file mode 100644
index b01858f..0000000
--- a/libs/nemesis_dpapi/nemesis_dpapi/dpapi_blob.py
+++ /dev/null
@@ -1,346 +0,0 @@
-# Adapted from https://github.com/fortra/impacket/blob/8799a1a2c42ad74423841d21ed5f4193ea54f3d5/examples/dpapi.py
-#   Apache License Version 1.1
-#   Just contains DPAPI_BLOB
-#   Modifications by @harmj0y: tweaked to allow SHA1 or full keys
-
-# Impacket - Collection of Python classes for working with network protocols.
-#
-# Copyright (C) 2022 Fortra. All rights reserved.
-#
-# This software is provided under a slightly modified version
-# of the Apache Software License. See the accompanying LICENSE file
-# for more information.
-#
-# Description:
-#   DPAPI and Windows Vault parsing structures and manipulation
-#
-# Author:
-#   Alberto Solino (@agsolino)
-#
-# References:
-#   All of the work done by these guys. I just adapted their work to my needs.
-#   - https://www.passcape.com/index.php?section=docsys&cmd=details&id=28
-#   - https://github.com/jordanbtucker/dpapick
-#   - https://github.com/gentilkiwi/mimikatz/wiki/howto-~-credential-manager-saved-credentials (and everything else Ben did)
-#   - http://blog.digital-forensics.it/2016/01/windows-revaulting.html
-#   - https://www.passcape.com/windows_password_recovery_vault_explorer
-#   -  https://www.passcape.com/windows_password_recovery_dpapi_master_key
-#
-
-# Standard Libraries
-from binascii import hexlify
-
-# 3rd Party Libraries
-from Cryptodome.Cipher import AES, DES3
-from Cryptodome.Hash import HMAC, SHA1, SHA512
-from Cryptodome.Util.Padding import unpad
-from impacket.dcerpc.v5.enum import Enum
-from impacket.structure import Structure
-from impacket.uuid import bin_to_string
-
-# Algorithm classes
-ALG_CLASS_ANY = 0
-ALG_CLASS_SIGNATURE = 1 << 13
-ALG_CLASS_MSG_ENCRYPT = 2 << 13
-ALG_CLASS_DATA_ENCRYPT = 3 << 13
-ALG_CLASS_HASH = 4 << 13
-ALG_CLASS_KEY_EXCHANGE = 5 << 13
-ALG_CLASS_ALL = 7 << 13
-
-# Algorithm types
-ALG_TYPE_ANY = 0
-ALG_TYPE_DSS = 1 << 9
-ALG_TYPE_RSA = 2 << 9
-ALG_TYPE_BLOCK = 3 << 9
-ALG_TYPE_STREAM = 4 << 9
-ALG_TYPE_DH = 5 << 9
-ALG_TYPE_SECURECHANNEL = 6 << 9
-ALG_SID_ANY = 0
-ALG_SID_RSA_ANY = 0
-ALG_SID_RSA_PKCS = 1
-ALG_SID_RSA_MSATWORK = 2
-ALG_SID_RSA_ENTRUST = 3
-ALG_SID_RSA_PGP = 4
-ALG_SID_DSS_ANY = 0
-ALG_SID_DSS_PKCS = 1
-ALG_SID_DSS_DMS = 2
-ALG_SID_ECDSA = 3
-
-# Block cipher sub ids
-ALG_SID_DES = 1
-ALG_SID_3DES = 3
-ALG_SID_DESX = 4
-ALG_SID_IDEA = 5
-ALG_SID_CAST = 6
-ALG_SID_SAFERSK64 = 7
-ALG_SID_SAFERSK128 = 8
-ALG_SID_3DES_112 = 9
-ALG_SID_CYLINK_MEK = 12
-ALG_SID_RC5 = 13
-ALG_SID_AES_128 = 14
-ALG_SID_AES_192 = 15
-ALG_SID_AES_256 = 16
-ALG_SID_AES = 17
-ALG_SID_SKIPJACK = 10
-ALG_SID_TEK = 11
-
-CRYPT_MODE_CBCI = 6  # ANSI CBC Interleaved
-CRYPT_MODE_CFBP = 7  # ANSI CFB Pipelined
-CRYPT_MODE_OFBP = 8  # ANSI OFB Pipelined
-CRYPT_MODE_CBCOFM = 9  # ANSI CBC + OF Masking
-CRYPT_MODE_CBCOFMI = 10  # ANSI CBC + OFM Interleaved
-
-ALG_SID_RC2 = 2
-ALG_SID_RC4 = 1
-ALG_SID_SEAL = 2
-
-# Diffie - Hellman sub - ids
-ALG_SID_DH_SANDF = 1
-ALG_SID_DH_EPHEM = 2
-ALG_SID_AGREED_KEY_ANY = 3
-ALG_SID_KEA = 4
-ALG_SID_ECDH = 5
-
-# Hash sub ids
-ALG_SID_MD2 = 1
-ALG_SID_MD4 = 2
-ALG_SID_MD5 = 3
-ALG_SID_SHA = 4
-ALG_SID_SHA1 = 4
-ALG_SID_MAC = 5
-ALG_SID_RIPEMD = 6
-ALG_SID_RIPEMD160 = 7
-ALG_SID_SSL3SHAMD5 = 8
-ALG_SID_HMAC = 9
-ALG_SID_TLS1PRF = 10
-ALG_SID_HASH_REPLACE_OWF = 11
-ALG_SID_SHA_256 = 12
-ALG_SID_SHA_384 = 13
-ALG_SID_SHA_512 = 14
-
-# secure channel sub ids
-ALG_SID_SSL3_MASTER = 1
-ALG_SID_SCHANNEL_MASTER_HASH = 2
-ALG_SID_SCHANNEL_MAC_KEY = 3
-ALG_SID_PCT1_MASTER = 4
-ALG_SID_SSL2_MASTER = 5
-ALG_SID_TLS1_MASTER = 6
-ALG_SID_SCHANNEL_ENC_KEY = 7
-ALG_SID_ECMQV = 1
-
-
-def getFlags(myenum, flags):
-    return "|".join([name for name, member in myenum.__members__.items() if member.value & flags])
-
-
-class FLAGS(Enum):
-    CRYPTPROTECT_UI_FORBIDDEN = 0x1
-    CRYPTPROTECT_LOCAL_MACHINE = 0x4
-    CRYPTPROTECT_CRED_SYNC = 0x8
-    CRYPTPROTECT_AUDIT = 0x10
-    CRYPTPROTECT_VERIFY_PROTECTION = 0x40
-    CRYPTPROTECT_CRED_REGENERATE = 0x80
-    CRYPTPROTECT_SYSTEM = 0x20000000
-
-
-# algorithm identifier definitions
-class ALGORITHMS(Enum):
-    CALG_MD2 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD2
-    CALG_MD4 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD4
-    CALG_MD5 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_MD5
-    CALG_SHA = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA
-    CALG_SHA1 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA1
-    CALG_RSA_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_RSA | ALG_SID_RSA_ANY
-    CALG_DSS_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_DSS | ALG_SID_DSS_ANY
-    CALG_NO_SIGN = ALG_CLASS_SIGNATURE | ALG_TYPE_ANY | ALG_SID_ANY
-    CALG_RSA_KEYX = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_RSA | ALG_SID_RSA_ANY
-    CALG_DES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_DES
-    CALG_3DES_112 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_3DES_112
-    CALG_3DES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_3DES
-    CALG_DESX = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_DESX
-    CALG_RC2 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_RC2
-    CALG_RC4 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_STREAM | ALG_SID_RC4
-    CALG_SEAL = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_STREAM | ALG_SID_SEAL
-    CALG_DH_SF = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_DH_SANDF
-    CALG_DH_EPHEM = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_DH_EPHEM
-    CALG_AGREEDKEY_ANY = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_AGREED_KEY_ANY
-    CALG_KEA_KEYX = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_KEA
-    CALG_HUGHES_MD5 = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_ANY | ALG_SID_MD5
-    CALG_SKIPJACK = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_SKIPJACK
-    CALG_TEK = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_TEK
-    CALG_SSL3_SHAMD5 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SSL3SHAMD5
-    CALG_SSL3_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SSL3_MASTER
-    CALG_SCHANNEL_MASTER_HASH = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_MASTER_HASH
-    CALG_SCHANNEL_MAC_KEY = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_MAC_KEY
-    CALG_SCHANNEL_ENC_KEY = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SCHANNEL_ENC_KEY
-    CALG_PCT1_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_PCT1_MASTER
-    CALG_SSL2_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_SSL2_MASTER
-    CALG_TLS1_MASTER = ALG_CLASS_MSG_ENCRYPT | ALG_TYPE_SECURECHANNEL | ALG_SID_TLS1_MASTER
-    CALG_RC5 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_RC5
-    CALG_HMAC = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_HMAC
-    CALG_TLS1PRF = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_TLS1PRF
-    CALG_HASH_REPLACE_OWF = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_HASH_REPLACE_OWF
-    CALG_AES_128 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_128
-    CALG_AES_192 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_192
-    CALG_AES_256 = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES_256
-    CALG_AES = ALG_CLASS_DATA_ENCRYPT | ALG_TYPE_BLOCK | ALG_SID_AES
-    CALG_SHA_256 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_256
-    CALG_SHA_384 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_384
-    CALG_SHA_512 = ALG_CLASS_HASH | ALG_TYPE_ANY | ALG_SID_SHA_512
-    CALG_ECDH = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_DH | ALG_SID_ECDH
-    CALG_ECMQV = ALG_CLASS_KEY_EXCHANGE | ALG_TYPE_ANY | ALG_SID_ECMQV
-    CALG_ECDSA = ALG_CLASS_SIGNATURE | ALG_TYPE_DSS | ALG_SID_ECDSA
-
-
-ALGORITHMS_DATA = {
-    # Algorithm: key/SaltLen, CryptHashModule, Mode, IVLen, BlockSize
-    ALGORITHMS.CALG_SHA.value: (160 // 8, SHA1, None, None, 512 // 8),
-    ALGORITHMS.CALG_HMAC.value: (160 // 8, SHA512, None, None, 512 // 8),
-    ALGORITHMS.CALG_3DES.value: (192 // 8, DES3, DES3.MODE_CBC, 64 // 8),
-    ALGORITHMS.CALG_SHA_512.value: (128 // 8, SHA512, None, None, 1024 // 8),
-    ALGORITHMS.CALG_AES_256.value: (256 // 8, AES, AES.MODE_CBC, 128 // 8),
-}
-
-
-class DPAPI_BLOB(Structure):
-    structure = (
-        ("Version", "<L=0"),
-        ("GuidCredential", "16s=b"),
-        ("MasterKeyVersion", "<L=0"),
-        ("GuidMasterKey", "16s=b"),
-        ("Flags", "<L=0"),
-        ("DescriptionLen", "<L=0"),
-        ("_Description", "_-Description", 'self["DescriptionLen"]'),
-        ("Description", ":"),
-        ("CryptAlgo", "<L=0"),
-        ("CryptAlgoLen", "<L=0"),
-        ("SaltLen", "<L=0"),
-        ("_Salt", "_-Salt", 'self["SaltLen"]'),
-        ("Salt", ":"),
-        ("HMacKeyLen", "<L=0"),
-        ("_HMacKey", "_-HMacKey", 'self["HMacKeyLen"]'),
-        ("HMacKey", ":"),
-        ("HashAlgo", "<L=0"),
-        ("HashAlgoLen", "<L=0"),
-        ("HMac", "<L=0"),
-        ("_HMac", "_-HMac", 'self["HMac"]'),
-        ("HMac", ":"),
-        ("DataLen", "<L=0"),
-        ("_Data", "_-Data", 'self["DataLen"]'),
-        ("Data", ":"),
-        ("SignLen", "<L=0"),
-        ("_Sign", "_-Sign", 'self["SignLen"]'),
-        ("Sign", ":"),
-    )
-
-    def dump(self):
-        print("[BLOB]")
-        print("Version          : %8x (%d)" % (self["Version"], self["Version"]))
-        print("Guid Credential  : %s" % bin_to_string(self["GuidCredential"]))
-        print("MasterKeyVersion : %8x (%d)" % (self["MasterKeyVersion"], self["MasterKeyVersion"]))
-        print("Guid MasterKey   : %s" % bin_to_string(self["GuidMasterKey"]))
-        print("Flags            : %8x (%s)" % (self["Flags"], getFlags(FLAGS, self["Flags"])))
-        print("Description      : %s" % (self["Description"].decode("utf-16le")))
-        print(
-            "CryptAlgo        : %.8x (%d) (%s)"
-            % (self["CryptAlgo"], self["CryptAlgo"], ALGORITHMS(self["CryptAlgo"]).name)
-        )
-        print("Salt             : %s" % (hexlify(self["Salt"])))
-        print("HMacKey          : %s" % (hexlify(self["HMacKey"])))
-        print(
-            "HashAlgo         : %.8x (%d) (%s)"
-            % (self["HashAlgo"], self["HashAlgo"], ALGORITHMS(self["HashAlgo"]).name)
-        )
-        print("HMac             : %s" % (hexlify(self["HMac"])))
-        print("Data             : %s" % (hexlify(self["Data"])))
-        print("Sign             : %s" % (hexlify(self["Sign"])))
-        print()
-
-    def deriveKey(self, sessionKey):
-        def fixparity(deskey):
-            # 3rd Party Libraries
-            from six import b, indexbytes
-
-            temp = b""
-            for i in range(len(deskey)):
-                t = (bin(indexbytes(deskey, i))[2:]).rjust(8, "0")
-                if t[:7].count("1") % 2 == 0:
-                    temp += b(chr(int(t[:7] + "1", 2)))
-                else:
-                    temp += b(chr(int(t[:7] + "0", 2)))
-            return temp
-
-        if len(sessionKey) > ALGORITHMS_DATA[self["HashAlgo"]][4]:
-            derivedKey = HMAC.new(sessionKey, digestmod=ALGORITHMS_DATA[self["HashAlgo"]][1]).digest()
-        else:
-            derivedKey = sessionKey
-
-        if len(derivedKey) < ALGORITHMS_DATA[self["CryptAlgo"]][0]:
-            # Extend the key
-            derivedKey += b"\x00" * ALGORITHMS_DATA[self["HashAlgo"]][4]
-            ipad = bytearray([i ^ 0x36 for i in bytearray(derivedKey)][: ALGORITHMS_DATA[self["HashAlgo"]][4]])
-            opad = bytearray([i ^ 0x5C for i in bytearray(derivedKey)][: ALGORITHMS_DATA[self["HashAlgo"]][4]])
-            derivedKey = (
-                ALGORITHMS_DATA[self["HashAlgo"]][1].new(ipad).digest()
-                + ALGORITHMS_DATA[self["HashAlgo"]][1].new(opad).digest()
-            )
-            derivedKey = fixparity(derivedKey)
-
-        return derivedKey
-
-    def decrypt(self, key, entropy=None):
-        if len(key) == 64:
-            # full key passed, so calculate the SHA1 of it
-            keyHash = SHA1.new(key).digest()
-        elif len(key) == 20:
-            # SHA1 passed, so just use that
-            keyHash = key
-        else:
-            return None
-
-        sessionKey = HMAC.new(keyHash, self["Salt"], ALGORITHMS_DATA[self["HashAlgo"]][1])
-        if entropy is not None:
-            sessionKey.update(entropy)
-
-        sessionKey = sessionKey.digest()
-
-        # Derive the key
-        derivedKey = self.deriveKey(sessionKey)
-
-        cipher = ALGORITHMS_DATA[self["CryptAlgo"]][1].new(
-            derivedKey[: ALGORITHMS_DATA[self["CryptAlgo"]][0]],
-            mode=ALGORITHMS_DATA[self["CryptAlgo"]][2],
-            iv=b"\x00" * ALGORITHMS_DATA[self["CryptAlgo"]][3],
-        )
-        cleartext = unpad(cipher.decrypt(self["Data"]), ALGORITHMS_DATA[self["CryptAlgo"]][1].block_size)
-
-        # Now check the signature
-
-        # ToDo Fix this, it's just ugly, more testing so we can remove one
-        toSign = self.rawData[20:][: len(self.rawData) - 20 - len(self["Sign"]) - 4]
-
-        # Calculate the different HMACKeys
-        keyHash2 = keyHash + b"\x00" * ALGORITHMS_DATA[self["HashAlgo"]][1].block_size
-        ipad = bytearray([i ^ 0x36 for i in bytearray(keyHash2)][: ALGORITHMS_DATA[self["HashAlgo"]][1].block_size])
-        opad = bytearray([i ^ 0x5C for i in bytearray(keyHash2)][: ALGORITHMS_DATA[self["HashAlgo"]][1].block_size])
-        a = ALGORITHMS_DATA[self["HashAlgo"]][1].new(ipad)
-        a.update(self["HMac"])
-
-        hmacCalculated1 = ALGORITHMS_DATA[self["HashAlgo"]][1].new(opad)
-        hmacCalculated1.update(a.digest())
-
-        if entropy is not None:
-            hmacCalculated1.update(entropy)
-
-        hmacCalculated1.update(toSign)
-
-        hmacCalculated3 = HMAC.new(keyHash, self["HMac"], ALGORITHMS_DATA[self["HashAlgo"]][1])
-        if entropy is not None:
-            hmacCalculated3.update(entropy)
-
-        hmacCalculated3.update(toSign)
-
-        if hmacCalculated1.digest() == self["Sign"] or hmacCalculated3.digest() == self["Sign"]:
-            return cleartext
-        else:
-            return None
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 6ae6600..a06c58f 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -6,10 +6,22 @@ from pathlib import Path
 from uuid import UUID
 
 import pytest
+from impacket.dpapi import DPAPI_BLOB
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
 from nemesis_dpapi.core import DpapiSystemCredential, MasterKey, MasterKeyPolicy
 from nemesis_dpapi.crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
+masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+masterkey_bytes = bytes.fromhex(
+    "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
+)
+masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+masterkey_entry = "{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778"
+masterkey_entries = """
+{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778
+{12345678-1234-1234-1234-123456789012}:ABCDEF1234567890ABCDEF1234567890ABCDEF12
+""".strip()
+
 dpapi_system_secret_hex = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
 dpapi_system_secret_bytes = bytes.fromhex(dpapi_system_secret_hex)
 dpapi_system_machine_key_hex = "dcfd03644f501805c189e15e9367b01415dea75a"
@@ -367,7 +379,7 @@ class TestDomainBackupKey:
 
         # Test with non-bytes key data should be caught by Pydantic
         with pytest.raises(ValueError):
-            DomainBackupKey(guid=guid, key_data="not_bytes")
+            DomainBackupKey(guid=guid, key_data="not_bytes")  # type: ignore
 
 
 class TestDpapiSystemSecret:
@@ -630,3 +642,133 @@ class TestMasterKey:
         # Should raise ValueError
         with pytest.raises(ValueError, match="No encrypted user credential key available for decryption"):
             masterkey.decrypt(mk_encryption_key)
+
+
+class TestBlobDecrypt:
+    """Test Blob.decrypt() method."""
+
+    def test_decrypt_blob_with_unencrypted_masterkey(self, blob_without_entropy: bytes):
+        """Test DPAPI blob decryption with unencrypted master key."""
+        blob = Blob.parse(blob_without_entropy)
+        # Create an unencrypted master key
+        masterkey = MasterKey(guid=blob.masterkey_guid)
+
+        with pytest.raises(ValueError, match="Master key must be decrypted before use"):
+            blob.decrypt(masterkey)
+
+    def test_decrypt_blob_with_wrong_masterkey(self, blob_without_entropy: bytes):
+        """Test DPAPI blob decryption with wrong masterkey."""
+        blob = Blob.parse(blob_without_entropy)
+        # Create a master key with wrong SHA1 hash
+        wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=b"dummy_key" * 8, plaintext_key_sha1=wrong_masterkey_sha1
+        )
+
+        with pytest.raises(ValueError, match="Failed to decrypt blob with provided master key"):
+            blob.decrypt(masterkey)
+
+    def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
+        blob = Blob.parse(blob_with_entropy)
+        assert blob.masterkey_guid == masterkey_uuid
+
+        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
+        )
+
+        entropy = bytes([1, 2, 3, 4, 5])
+        decrypted_data = blob.decrypt(masterkey, entropy=entropy)
+
+        assert isinstance(decrypted_data, bytes)
+        assert len(decrypted_data) > 0
+        assert decrypted_data.decode("utf-8") == "test"
+
+    def test_decrypt_blob_without_entropy(self, blob_without_entropy: bytes):
+        blob = Blob.parse(blob_without_entropy)
+
+        assert blob.masterkey_guid == masterkey_uuid
+
+        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
+        )
+
+        decrypted_data = blob.decrypt(masterkey)
+
+        assert isinstance(decrypted_data, bytes)
+        assert len(decrypted_data) > 0
+        assert decrypted_data.decode("utf-8") == "test"
+
+    def test_decrypt_blob_app_bound_enc_key(self, read_file_text):
+        """Test DPAPI blob decryption with app-bound encrypted key from fixture."""
+        blob_b64 = read_file_text("blob_app_bound_enc_key.txt").strip()
+        blob_data = base64.b64decode(blob_b64)[4:]
+        blob = Blob.parse(blob_data)
+
+        assert blob.description == "Google Chrome"
+        assert str(blob.masterkey_guid).lower() == "f752e2e1-1726-454b-a632-0718d94ca677"
+        masterkey_sha1_bytes = bytes.fromhex("9DED7C56C3FE577B84780908ADAC346F38F1D114")
+
+        # Create a proper master key object
+        masterkey = MasterKey(
+            guid=blob.masterkey_guid,
+            plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
+            plaintext_key_sha1=masterkey_sha1_bytes,
+        )
+
+        # Test our new Blob.decrypt method
+        try:
+            decrypted_data = blob.decrypt(masterkey)
+            assert isinstance(decrypted_data, bytes)
+            assert len(decrypted_data) > 0
+        except ValueError:
+            pytest.skip("Unable to decrypt app-bound encrypted key blob with provided masterkey")
+
+        # Also verify against dpapick3 reference implementation
+        from dpapick3 import blob as dpapick3_blob
+
+        blob_dpapick = dpapick3_blob.DPAPIBlob(blob.raw_bytes)
+        assert blob_dpapick.decrypt(masterkey_sha1_bytes)
+
+
+class TestBlobParse:
+    """Test Blob.parse() method."""
+
+    def test_parse_blob(self, blob_without_entropy):
+        """Test parsing DPAPI blob data against reference implementations."""
+        from dpapick3 import blob as dpapick3_blob
+
+        blob = Blob.parse(blob_without_entropy)
+        blob_impacket = DPAPI_BLOB(blob_without_entropy)
+        blob_dpapick = dpapick3_blob.DPAPIBlob(blob_without_entropy)
+
+        # Basic metadata
+        assert blob.version == blob_impacket["Version"] == blob_dpapick.version
+        assert blob.prompt_flags == blob_impacket["Flags"] == blob_dpapick.flags
+
+        # GUIDs
+        assert blob.provider_guid.bytes_le == blob_impacket["GuidCredential"]
+        assert str(blob.provider_guid).lower() == blob_dpapick.provider.lower()  # type: ignore
+        assert blob.masterkey_guid.bytes_le == blob_impacket["GuidMasterKey"]
+        assert str(blob.masterkey_guid).lower() == blob_dpapick.mkguid.lower()  # type: ignore
+
+        # Description (handle null-terminated UTF-16LE strings)
+        impacket_desc = blob_impacket["Description"].decode("utf-16le").rstrip("\x00")
+        assert blob.description == impacket_desc
+
+        if blob_dpapick.description != b"\x00":
+            dpapick_desc = blob_dpapick.description.decode("utf-16le").rstrip("\x00")  # type: ignore
+            assert blob.description == dpapick_desc
+
+        # Encryption algorithm
+        assert blob.encryption_algorithm_id == blob_impacket["CryptAlgo"] == blob_dpapick.cipherAlgo.algnum  # type: ignore
+        assert blob.encryption_algorithm_key_size == blob_impacket["CryptAlgoLen"]
+
+        # MAC algorithm
+        assert blob.mac_algorithm_id == blob_impacket["HashAlgo"] == blob_dpapick.hashAlgo.algnum  # type: ignore
+        assert blob.mac_algorithm_key_size == blob_impacket["HashAlgoLen"]
+
+        # Data
+        assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
+        assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
index ef7bd0a..aa837e9 100644
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ b/libs/nemesis_dpapi/tests/test_crypto.py
@@ -1,10 +1,6 @@
 """Tests for DPAPI cryptographic operations."""
 
-import base64
-from uuid import UUID
-
 import pytest
-from nemesis_dpapi.core import Blob, MasterKey
 from nemesis_dpapi.crypto import (
     BlobDecryptionError,
     CredKey,
@@ -17,7 +13,6 @@ from nemesis_dpapi.crypto import (
     Sha1Hash,
     _derive_secure_cred_key,
 )
-from nemesis_dpapi.dpapi_blob import DPAPI_BLOB
 
 password = "Qwerty12345"
 ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
@@ -29,17 +24,6 @@ credkey_ntlm_hash = ntlm_hash
 credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
 credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
 
-masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
-masterkey_bytes = bytes.fromhex(
-    "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
-)
-masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
-masterkey_entry = "{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778"
-masterkey_entries = """
-{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778
-{12345678-1234-1234-1234-123456789012}:ABCDEF1234567890ABCDEF1234567890ABCDEF12
-""".strip()
-
 
 class TestPassword:
     """Test Password model."""
@@ -426,136 +410,6 @@ class TestMasterKeyEncryptionKey:
             MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
 
 
-class TestBlobDecrypt:
-    """Test Blob.decrypt() method."""
-
-    def test_decrypt_blob_with_unencrypted_masterkey(self, blob_without_entropy: bytes):
-        """Test DPAPI blob decryption with unencrypted master key."""
-        blob = Blob.parse(blob_without_entropy)
-        # Create an unencrypted master key
-        masterkey = MasterKey(guid=blob.masterkey_guid)
-
-        with pytest.raises(ValueError, match="Master key must be decrypted before use"):
-            blob.decrypt(masterkey)
-
-    def test_decrypt_blob_with_wrong_masterkey(self, blob_without_entropy: bytes):
-        """Test DPAPI blob decryption with wrong masterkey."""
-        blob = Blob.parse(blob_without_entropy)
-        # Create a master key with wrong SHA1 hash
-        wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
-        masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=b"dummy_key" * 8, plaintext_key_sha1=wrong_masterkey_sha1
-        )
-
-        with pytest.raises(ValueError, match="Failed to decrypt blob with provided master key"):
-            blob.decrypt(masterkey)
-
-    def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
-        blob = Blob.parse(blob_with_entropy)
-        assert blob.masterkey_guid == masterkey_uuid
-
-        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
-        masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
-        )
-
-        entropy = bytes([1, 2, 3, 4, 5])
-        decrypted_data = blob.decrypt(masterkey, entropy=entropy)
-
-        assert isinstance(decrypted_data, bytes)
-        assert len(decrypted_data) > 0
-        assert decrypted_data.decode("utf-8") == "test"
-
-    def test_decrypt_blob_without_entropy(self, blob_without_entropy: bytes):
-        blob = Blob.parse(blob_without_entropy)
-
-        assert blob.masterkey_guid == masterkey_uuid
-
-        masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
-        masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
-        )
-
-        decrypted_data = blob.decrypt(masterkey)
-
-        assert isinstance(decrypted_data, bytes)
-        assert len(decrypted_data) > 0
-        assert decrypted_data.decode("utf-8") == "test"
-
-    def test_decrypt_blob_app_bound_enc_key(self, read_file_text):
-        """Test DPAPI blob decryption with app-bound encrypted key from fixture."""
-        blob_b64 = read_file_text("blob_app_bound_enc_key.txt").strip()
-        blob_data = base64.b64decode(blob_b64)[4:]
-        blob = Blob.parse(blob_data)
-
-        assert blob.description == "Google Chrome"
-        assert str(blob.masterkey_guid).lower() == "f752e2e1-1726-454b-a632-0718d94ca677"
-        masterkey_sha1_bytes = bytes.fromhex("9DED7C56C3FE577B84780908ADAC346F38F1D114")
-
-        # Create a proper master key object
-        masterkey = MasterKey(
-            guid=blob.masterkey_guid,
-            plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
-            plaintext_key_sha1=masterkey_sha1_bytes,
-        )
-
-        # Test our new Blob.decrypt method
-        try:
-            decrypted_data = blob.decrypt(masterkey)
-            assert isinstance(decrypted_data, bytes)
-            assert len(decrypted_data) > 0
-        except ValueError:
-            pytest.skip("Unable to decrypt app-bound encrypted key blob with provided masterkey")
-
-        # Also verify against dpapick3 reference implementation
-        from dpapick3 import blob as dpapick3_blob
-
-        blob_dpapick = dpapick3_blob.DPAPIBlob(blob.raw_bytes)
-        assert blob_dpapick.decrypt(masterkey_sha1_bytes)
-
-
-class TestBlobParse:
-    """Test Blob.parse() method."""
-
-    def test_parse_blob(self, blob_without_entropy):
-        """Test parsing DPAPI blob data against reference implementations."""
-        from dpapick3 import blob as dpapick3_blob
-
-        blob = Blob.parse(blob_without_entropy)
-        blob_impacket = DPAPI_BLOB(blob_without_entropy)
-        blob_dpapick = dpapick3_blob.DPAPIBlob(blob_without_entropy)
-
-        # Basic metadata
-        assert blob.version == blob_impacket["Version"] == blob_dpapick.version
-        assert blob.prompt_flags == blob_impacket["Flags"] == blob_dpapick.flags
-
-        # GUIDs
-        assert blob.provider_guid.bytes_le == blob_impacket["GuidCredential"]
-        assert str(blob.provider_guid).lower() == blob_dpapick.provider.lower()  # type: ignore
-        assert blob.masterkey_guid.bytes_le == blob_impacket["GuidMasterKey"]
-        assert str(blob.masterkey_guid).lower() == blob_dpapick.mkguid.lower()  # type: ignore
-
-        # Description (handle null-terminated UTF-16LE strings)
-        impacket_desc = blob_impacket["Description"].decode("utf-16le").rstrip("\x00")
-        assert blob.description == impacket_desc
-
-        if blob_dpapick.description != b"\x00":
-            dpapick_desc = blob_dpapick.description.decode("utf-16le").rstrip("\x00")  # type: ignore
-            assert blob.description == dpapick_desc
-
-        # Encryption algorithm
-        assert blob.encryption_algorithm_id == blob_impacket["CryptAlgo"] == blob_dpapick.cipherAlgo.algnum  # type: ignore
-        assert blob.encryption_algorithm_key_size == blob_impacket["CryptAlgoLen"]
-
-        # MAC algorithm
-        assert blob.mac_algorithm_id == blob_impacket["HashAlgo"] == blob_dpapick.hashAlgo.algnum  # type: ignore
-        assert blob.mac_algorithm_key_size == blob_impacket["HashAlgoLen"]
-
-        # Data
-        assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
-        assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
-
-
 class TestCryptoHelperFunctions:
     """Test crypto helper functions."""
 
diff --git a/libs/nemesis_dpapi/tests/test_types.py b/libs/nemesis_dpapi/tests/test_types.py
index 8ac07f9..5d56bac 100644
--- a/libs/nemesis_dpapi/tests/test_types.py
+++ b/libs/nemesis_dpapi/tests/test_types.py
@@ -76,7 +76,7 @@ class TestSidValidation:
     def test_sid_non_string_input(self):
         """Test that non-string inputs are rejected."""
         with pytest.raises(ValueError, match="SID must be a string"):
-            validate_windows_sid(123)
+            validate_windows_sid(123)  # type: ignore
 
         with pytest.raises(ValueError, match="SID must be a string"):
-            validate_windows_sid(None)
+            validate_windows_sid(None)  # type: ignore

From 1f7f583e5092dec029ad55d81bafc3e5e7725c45 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 24 Sep 2025 18:55:39 -0700
Subject: [PATCH 066/279] pin correct packages for dapr1.15

---
 projects/file_enrichment/poetry.lock    | 22 ++++------------------
 projects/file_enrichment/pyproject.toml |  7 ++++---
 2 files changed, 8 insertions(+), 21 deletions(-)

diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index c97de6d..6050f6b 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -327,18 +327,6 @@ asysocks = ">=0.2.17"
 minikerberos = ">=0.4.7"
 unicrypto = ">=0.0.10"
 
-[[package]]
-name = "asyncio"
-version = "4.0.0"
-description = "Deprecated backport of asyncio; use the stdlib package instead"
-optional = false
-python-versions = ">=3.4"
-groups = ["main"]
-files = [
-    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
-    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
-]
-
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -1641,20 +1629,18 @@ python-registry = "*"
 
 [[package]]
 name = "durabletask-dapr"
-version = "0.2.0a9"
+version = "0.2.0a7"
 description = "A Durable Task Client SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "durabletask_dapr-0.2.0a9-py3-none-any.whl", hash = "sha256:48c401c30c05a6122bdd1ee245e9b65c56dabb2dde3dfe6fe1d4ee47085e4a2e"},
-    {file = "durabletask_dapr-0.2.0a9.tar.gz", hash = "sha256:ec481840a043a9d15f67628386b0694e60a04de8015f8f56883f55e490ebbb56"},
+    {file = "durabletask_dapr-0.2.0a7-py3-none-any.whl", hash = "sha256:a13b410ee8404882984d8e442a27d06570face32ca2d3c60c73b7377013ea1e9"},
+    {file = "durabletask_dapr-0.2.0a7.tar.gz", hash = "sha256:72fdb1055dbf47be3c9f24812fb41902e14ed27f19ccbd7af1372c4bad74963f"},
 ]
 
 [package.dependencies]
-asyncio = "*"
 grpcio = "*"
-protobuf = "*"
 
 [[package]]
 name = "easygui"
@@ -6001,4 +5987,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "40a809c593435ffa55cd40f29988a7901b112268b3353c459cddd4305bc081e6"
+content-hash = "ebbc28e743dae98d67f21500258fdac9ef156cdbe2a06adf6f62c8e23d0fd82b"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 14af679..edd4f82 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -7,9 +7,6 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = "^3.12"
 fastapi = "^0.115.6"
-dapr = "1.15.0"
-dapr-ext-fastapi = "1.15.0"
-dapr-ext-workflow = "1.15.0"
 pydantic = "^2.10.4"
 python-magic = "^0.4.27"
 binaryornot = "^0.4.4"
@@ -42,6 +39,10 @@ msoffcrypto-tool = "^5.4.2"
 oletools = "^0.60.2"
 pypykatz = "^0.6.11"
 cryptography = "^42.0.8"
+dapr-ext-workflow = "1.15.0"
+uvicorn = "^0.37.0"
+dapr-ext-fastapi = "1.15.0"
+durabletask-dapr = "0.2.0a7"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"

From a7126cdd9d7ebdf039da59da6eb51f455d3aca82 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 25 Sep 2025 12:02:33 -0700
Subject: [PATCH 067/279] Chromium DPAPI work

- Fixed various bugs in testing the ABE dec
- Added `dpapi_masterkey` file enrichment module
- DPAPI_SYSTEM key pulled from registry parsing is now registered with the backend
- "local_state" enrichment module now returns basic parsed data
---
 libs/chromium/chromium/cookies.py             |   56 +-
 libs/chromium/chromium/helpers.py             |  158 ++
 libs/chromium/chromium/local_state.py         |   97 +-
 libs/chromium/chromium/logins.py              |  118 +-
 .../chromium_localstate/analyzer.py           |   10 +-
 .../file_enrichment_modules/dpapi/analyzer.py |   28 +-
 .../dpapi/dpapi_helpers.py                    |   23 +-
 .../dpapi_masterkey/analyzer.py               |  132 ++
 .../lsass_dump/analyzer.py                    |  176 +-
 .../registry_hive/analyzer.py                 |  198 +-
 .../file_enrichment/workflow.py               |    2 +-
 projects/file_enrichment/poetry.lock          | 1889 +----------------
 projects/file_enrichment/pyproject.toml       |    2 +-
 13 files changed, 858 insertions(+), 2031 deletions(-)
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py

diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index 50df2e1..f474ebe 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -1,16 +1,20 @@
 """Chromium Cookies file parsing and database operations."""
 
 import sqlite3
+import asyncio
 
 import psycopg
 import structlog
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from nemesis_dpapi import Blob, DpapiManager
 
 from .helpers import (
     convert_chromium_timestamp,
+    decrypt_chrome_string,
     detect_encryption_type,
     get_postgres_connection_str,
+    get_state_key_bytes,
     get_state_key_id,
     parse_chromium_file_path,
 )
@@ -18,7 +22,9 @@ from .helpers import (
 logger = structlog.get_logger(module=__name__)
 
 
-def process_chromium_cookies(object_id: str, file_path: str | None = None) -> None:
+def process_chromium_cookies(
+    object_id: str, file_path: str | None = None, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Process Chromium Cookies file and insert cookies into database.
 
     Args:
@@ -43,7 +49,7 @@ def process_chromium_cookies(object_id: str, file_path: str | None = None) -> No
 
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
-        _insert_cookies(file_enriched, username, browser, db_path, pg_conn)
+        _insert_cookies(file_enriched, username, browser, db_path, pg_conn, dpapi_manager)
 
     logger.debug("Completed processing Chromium Cookies", object_id=object_id)
 
@@ -61,7 +67,9 @@ def _translate_samesite(samesite_int: int) -> str:
     return samesite_map.get(samesite_int, "Unknown")
 
 
-def _insert_cookies(file_enriched, username: str | None, browser: str, db_path: str, pg_conn) -> None:
+def _insert_cookies(
+    file_enriched, username: str | None, browser: str, db_path: str, pg_conn, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Extract cookies from Cookies database and insert into chromium.cookies table."""
     try:
         # Read from SQLite
@@ -106,16 +114,52 @@ def _insert_cookies(file_enriched, username: str | None, browser: str, db_path:
             path = path.decode("utf-8", errors="replace") if path else None
 
             # encrypted_value is already binary (what we want)
+
             if encrypted_value is None:
                 encrypted_value = b""
 
-            # Detect encryption type and get masterkey GUID
+            # Detect encryption type and get masterkey GUID (if applicable)
             encryption_type, masterkey_guid = detect_encryption_type(encrypted_value)
+            is_decrypted = False
+            value_dec = None
+            if masterkey_guid and dpapi_manager:
+                try:
+                    value_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(encrypted_value)))
+                    if value_dec_bytes:
+                        value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                        is_decrypted = True
+                except:
+                    pass
 
             # Get state key ID for key/abe encryption
             state_key_id = None
             if encryption_type in ["key", "abe"]:
                 state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+                if state_key_id:
+                    # Retrieve the pre-processed state key for decryption
+                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                    if state_key_bytes:
+                        try:
+                            value_dec_bytes = decrypt_chrome_string(encrypted_value, state_key_bytes, encryption_type)
+                            if value_dec_bytes:
+                                # For cookies, may need to strip offset bytes depending on version
+                                if encryption_type == "abe" and len(value_dec_bytes) > 32:
+                                    # v20 cookies typically have 32-byte offset
+                                    value_dec_bytes = value_dec_bytes[32:]
+                                elif encryption_type == "key" and len(value_dec_bytes) > 48:
+                                    # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
+                                    value_dec_bytes = value_dec_bytes[32:-16]
+                                elif encryption_type == "key" and len(value_dec_bytes) > 16:
+                                    # Or just 16-byte suffix
+                                    value_dec_bytes = value_dec_bytes[:-16]
+
+                                value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                                is_decrypted = True
+                        except Exception as e:
+                            logger.warning("Failed to decrypt cookie with state key",
+                                       state_key_id=state_key_id,
+                                       encryption_type=encryption_type,
+                                       error=str(e))
 
             cookie_data = {
                 "originating_object_id": file_enriched.object_id,
@@ -139,9 +183,9 @@ def _insert_cookies(file_enriched, username: str | None, browser: str, db_path:
                 "encryption_type": encryption_type,
                 "masterkey_guid": masterkey_guid,
                 "state_key_id": state_key_id,
-                "is_decrypted": False,
+                "is_decrypted": is_decrypted,
                 "value_enc": encrypted_value,
-                "value_dec": None,
+                "value_dec": value_dec,
             }
             cookies_data.append(cookie_data)
 
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index bb184e3..724431f 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -1,10 +1,12 @@
 """Helper functions for Chromium data processing."""
 
 import re
+import struct
 from datetime import UTC, datetime, timedelta
 
 import psycopg
 import structlog
+from Crypto.Cipher import AES, ChaCha20_Poly1305
 from dapr.clients import DaprClient
 from impacket.dpapi import DPAPI_BLOB
 from impacket.uuid import bin_to_string
@@ -162,3 +164,159 @@ def get_state_key_id(source: str, username: str | None, browser: str, pg_conn=No
         except Exception as e:
             logger.warning("Failed to lookup state key ID", error=str(e))
             return None
+
+
+def get_state_key_bytes(state_key_id: int, encryption_type: str, pg_conn=None) -> bytes | None:
+    """Get decrypted state key bytes for key/abe encryption types.
+
+    Args:
+        state_key_id: State key ID
+        encryption_type: Either 'key' or 'abe'
+        pg_conn: existing Postgres connection
+
+    Returns:
+        Decrypted key bytes if found and decrypted, None otherwise
+    """
+    if encryption_type not in ["key", "abe"]:
+        return None
+        
+    column_name = "key_bytes_dec" if encryption_type == "key" else "app_bound_key_dec"
+    is_decrypted_col = "key_is_decrypted" if encryption_type == "key" else "app_bound_key_is_decrypted"
+    
+    if pg_conn:
+        try:
+            with pg_conn.cursor() as cur:
+                cur.execute(
+                    f"SELECT {column_name}, {is_decrypted_col} FROM chromium.state_keys WHERE id = %s",
+                    (state_key_id,),
+                )
+                result = cur.fetchone()
+                if result and result[1]:  # Check if is_decrypted is True
+                    return result[0]
+                return None
+        except Exception as e:
+            logger.warning("Failed to lookup state key bytes", error=str(e))
+            return None
+    else:
+        try:
+            conn_str = get_postgres_connection_str()
+            with psycopg.connect(conn_str) as pg_conn:
+                with pg_conn.cursor() as cur:
+                    cur.execute(
+                        f"SELECT {column_name}, {is_decrypted_col} FROM chromium.state_keys WHERE id = %s",
+                        (state_key_id,),
+                    )
+                    result = cur.fetchone()
+                    if result and result[1]:  # Check if is_decrypted is True
+                        return result[0]
+                    return None
+        except Exception as e:
+            logger.warning("Failed to lookup state key bytes", error=str(e))
+            return None
+
+
+def parse_abe_blob(abe_data: bytes) -> dict | None:
+    """Parse ABE (App-Bound Encryption) blob data.
+
+    Args:
+        abe_data: Raw ABE blob bytes
+
+    Returns:
+        Dictionary containing parsed ABE data, None if parsing fails
+    """
+    try:
+        abe_parsed = {}
+        header_len = struct.unpack('<I', abe_data[:4])[0]
+        abe_parsed['header'] = abe_data[4:4+header_len].strip(b'\x02').decode(errors='ignore')
+        content_len = struct.unpack('<I', abe_data[4+header_len:4+header_len+4])[0]
+        content = abe_data[8+header_len:8+header_len+content_len]
+
+        abe_parsed['version'] = int(content[0])
+        content = content[1:]
+        if abe_parsed['version'] <= 2:  # Versions 1 and 2
+            # Version|IV|ciphertext|tag, 1|12|32|16 bytes
+            abe_parsed['iv'] = content[:12]
+            abe_parsed['cipherdata'] = content[12:12+32]
+            abe_parsed['tag'] = content[12+32:12+32+16]
+        else:  # Version 3
+            # Version|encAES|IV|ciphertext|tag, 1|32|12|32|16 bytes
+            abe_parsed['encrAES'] = content[:32]
+            abe_parsed['iv'] = content[32:32+12]
+            abe_parsed['cipherdata'] = content[32+12:32+12+32]
+            abe_parsed['tag'] = content[32+12+32:32+12+32+16]
+        return abe_parsed
+    except Exception as e:
+        logger.warning("Failed to parse ABE blob", error=str(e))
+        return None
+
+
+def derive_abe_key(abe_data: dict) -> bytes | None:
+    """Derive ABE key from parsed ABE data.
+
+    Args:
+        abe_data: Parsed ABE data dictionary
+
+    Returns:
+        Derived ABE key bytes, None if derivation fails
+    """
+    try:
+        if abe_data['version'] == 1:
+            cipher = AES.new(bytes.fromhex('B31C6E241AC846728DA9C1FAC4936651CFFB944D143AB816276BCC6DA0284787'), 
+                           AES.MODE_GCM, nonce=abe_data['iv'])
+        elif abe_data['version'] == 2:
+            cipher = ChaCha20_Poly1305.new(key=bytes.fromhex('E98F37D7F4E1FA433D19304DC2258042090E2D1D7EEA7670D41F738D08729660'), 
+                                         nonce=abe_data['iv'])
+        elif abe_data['version'] == 3:
+            # TODO: Version 3 requires CNG decryption of encrypted AES key
+            logger.warning("ABE version 3 not yet supported - requires CNG decryption")
+            return None
+        else:
+            logger.warning("Unknown ABE version", version=abe_data['version'])
+            return None
+
+        return cipher.decrypt_and_verify(abe_data['cipherdata'], abe_data['tag'])
+    except Exception as e:
+        logger.warning("Failed to derive ABE key", error=str(e))
+        return None
+
+
+def decrypt_chrome_string(encrypted_data: bytes, key_bytes: bytes, encryption_type: str) -> bytes | None:
+    """Decrypt Chrome encrypted string using key or ABE encryption.
+
+    Args:
+        encrypted_data: Raw encrypted data bytes
+        key_bytes: Decrypted key bytes (BME key for 'key', ABE key for 'abe')
+        encryption_type: Either 'key' or 'abe'
+
+    Returns:
+        Decrypted bytes, None if decryption fails
+    """
+    if not encrypted_data or len(encrypted_data) < 3:
+        return None
+
+    try:
+        if encryption_type == "key" and encrypted_data[:3] in [b'v10', b'v11']:
+            # Version|IV|ciphertext, 4|12|<var>
+            iv = encrypted_data[3:3+12]
+            ciphertext = encrypted_data[15:]
+            cipher = AES.new(key_bytes, AES.MODE_GCM, iv)
+            return cipher.decrypt(ciphertext)
+            
+        elif encryption_type == "abe" and encrypted_data[:3] == b'v20':
+            # Version|IV|ciphertext|tag, 3|12|<var>|16 bytes
+            iv = encrypted_data[3:3+12]
+            ciphertext = encrypted_data[15:-16]
+            tag = encrypted_data[-16:]
+            cipher = AES.new(key_bytes, AES.MODE_GCM, iv)
+            decrypted = cipher.decrypt_and_verify(ciphertext, tag)
+            # v20 cookies have 32-byte offset, but this varies by data type
+            return decrypted
+        else:
+            logger.warning("Unsupported encryption format", 
+                         prefix=encrypted_data[:3], 
+                         encryption_type=encryption_type)
+            return None
+            
+    except Exception as e:
+        logger.warning("Failed to decrypt Chrome string", error=str(e))
+        return None
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 7deda37..8583613 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -3,6 +3,7 @@
 import base64
 import json
 import ntpath
+import asyncio
 
 import psycopg
 import structlog
@@ -14,8 +15,10 @@ from impacket.uuid import bin_to_string
 from nemesis_dpapi import Blob, DpapiManager
 
 from .helpers import (
+    derive_abe_key,
     detect_encryption_type,
     get_postgres_connection_str,
+    parse_abe_blob,
     parse_chromium_file_path,
 )
 
@@ -23,8 +26,10 @@ logger = structlog.get_logger(module=__name__)
 
 
 def process_chromium_local_state(
-    object_id: str, file_path: str | None = None, dpapi_manager: DpapiManager | None = None
-) -> None:
+    object_id: str,
+    file_path: str | None = None,
+    dpapi_manager: DpapiManager | None = None,
+) -> dict:
     """Process Chromium Local State file and insert state keys into database.
 
     Args:
@@ -37,7 +42,7 @@ def process_chromium_local_state(
 
     # Extract username and browser from file path
     username, browser = parse_chromium_file_path(file_enriched.path or "")
-    logger.debug("[process_chromium_local_state]", username=username, browser=browser)
+    logger.debug("[process_chromium_local_state()]", username=username, browser=browser)
 
     # Get file content
     if file_path:
@@ -51,9 +56,10 @@ def process_chromium_local_state(
 
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
-        _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
+        state_key_data = _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
 
-    logger.debug("Completed processing Chromium Local State", object_id=object_id)
+    logger.warning("Completed processing Chromium Local State", object_id=object_id)
+    return state_key_data
 
 
 def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
@@ -92,8 +98,13 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
 
 
 def _insert_state_keys(
-    file_enriched, username: str | None, browser: str, content: str, pg_conn, dpapi_manager: DpapiManager | None = None
-) -> None:
+    file_enriched,
+    username: str | None,
+    browser: str,
+    content: str,
+    pg_conn,
+    dpapi_manager: DpapiManager | None = None,
+) -> dict:
     """Parse Local State JSON and insert state keys into chromium.state_keys table."""
     try:
         # Parse JSON content
@@ -103,8 +114,10 @@ def _insert_state_keys(
         os_crypt = data.get("os_crypt", {})
 
         key_bytes_dec = b""
+        key_is_decrypted = False
         app_bound_key_dec_inter = b""
         app_bound_key_dec = b""
+        app_bound_key_is_decrypted = False
 
         # Get encrypted_key (pre v127)
         encrypted_key_b64 = os_crypt.get("encrypted_key")
@@ -115,16 +128,22 @@ def _insert_state_keys(
             key_bytes_enc = base64.b64decode(encrypted_key_b64)
 
             if len(key_bytes_enc) < 5 or key_bytes_enc[:5] != b"DPAPI":
-                raise ValueError("App-bound key does not have DPAPI header")
+                raise ValueError("Encrypted key does not have DPAPI header")
 
-            # Remove APPB header and parse remaining as DPAPI blob
+            # Remove DPAPI header and parse remaining as DPAPI blob
             dpapi_bytes = key_bytes_enc[5:]
 
             encryption_type, masterkey_guid = detect_encryption_type(dpapi_bytes)
             if encryption_type == "dpapi":
                 key_masterkey_guid = masterkey_guid
                 try:
-                    key_bytes_dec = dpapi_manager.decrypt_blob(Blob(dpapi_bytes))
+                    key_bytes_dec = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(dpapi_bytes)))
+                    if key_bytes_dec:
+                        key_is_decrypted = True
+                        logger.debug(
+                            "Successfully decrypted regular key",
+                            masterkey_guid=key_masterkey_guid,
+                        )
                 except Exception:
                     logger.warning(f"Unable to decrypt DPAPI blob: {key_masterkey_guid}")
 
@@ -135,6 +154,7 @@ def _insert_state_keys(
 
         if app_bound_key_b64:
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
+            logger.warning(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
             drive, parts = ntpath.splitdrive(file_enriched.path)
             masterkey_path = (
@@ -145,20 +165,47 @@ def _insert_state_keys(
             add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
 
             try:
-                app_bound_key_dec_inter = dpapi_manager.decrypt_blob(Blob(app_bound_key_enc))
+                # Parse only the DPAPI portion (after APPB header)
+                if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
+                    dpapi_portion = app_bound_key_enc[4:]
+                    app_bound_key_dec_inter = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(dpapi_portion)))
+                else:
+                    logger.warning("App-bound key missing APPB header, cannot decrypt")
+                    app_bound_key_dec_inter = b""
+
                 if app_bound_key_dec_inter:
                     try:
-                        # TODO: parse app_bound_key_user_masterkey_guid
-                        app_bound_key_dec = dpapi_manager.decrypt_blob(Blob(app_bound_key_dec_inter))
-                    except Exception:
-                        logger.warning(f"Unable to decrypt final app bound key blob: {key_masterkey_guid}")
-            except Exception:
-                logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {key_masterkey_guid}")
+                        user_blob = Blob.parse(app_bound_key_dec_inter)
+                        app_bound_key_user_masterkey_guid = user_blob.masterkey_guid
+
+                        abe_blob_bytes = asyncio.run(dpapi_manager.decrypt_blob(user_blob))
+                        if abe_blob_bytes:
+                            # Parse and derive the final ABE key
+                            abe_parsed = parse_abe_blob(abe_blob_bytes)
+                            if abe_parsed:
+                                app_bound_key_dec = derive_abe_key(abe_parsed)
+                                if app_bound_key_dec:
+                                    app_bound_key_is_decrypted = True
+                                    logger.warning(
+                                        "Successfully derived ABE key",
+                                        version=abe_parsed.get("version"),
+                                        system_masterkey_guid=app_bound_key_system_masterkey_guid,
+                                    )
+                                else:
+                                    logger.warning("Failed to derive ABE key")
+                            else:
+                                logger.warning("Failed to parse ABE blob")
+                        else:
+                            logger.warning("Failed to decrypt ABE blob with user masterkey")
+                    except Exception as e:
+                        logger.warning(f"Unable to decrypt/process final app bound key blob: {e}")
+            except Exception as e:
+                logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {e}")
 
         # Skip if no keys are present
         if not key_bytes_enc and not app_bound_key_enc:
             logger.warning("No encryption keys found in Local State file")
-            return
+            return {}
 
         # Prepare data for PostgreSQL
         state_key_data = {
@@ -171,15 +218,21 @@ def _insert_state_keys(
             "key_masterkey_guid": key_masterkey_guid,
             "key_bytes_enc": key_bytes_enc,
             "key_bytes_dec": key_bytes_dec,
-            "key_is_decrypted": False,
+            "key_is_decrypted": key_is_decrypted,
             "app_bound_key_enc": app_bound_key_enc,
             "app_bound_key_system_masterkey_guid": app_bound_key_system_masterkey_guid,
-            "app_bound_key_user_masterkey_guid": None,  # Will be populated later
+            "app_bound_key_user_masterkey_guid": app_bound_key_user_masterkey_guid,
             "app_bound_key_dec_inter": app_bound_key_dec_inter,
             "app_bound_key_dec": app_bound_key_dec,
-            "app_bound_key_is_decrypted": False,
+            "app_bound_key_is_decrypted": app_bound_key_is_decrypted,
         }
 
+        # Create a serializable copy for return (hex encode binary data)
+        serializable_data = state_key_data.copy()
+        for key, value in serializable_data.items():
+            if isinstance(value, bytes):
+                serializable_data[key] = value.hex()
+
         # Insert into PostgreSQL
         with pg_conn.cursor() as cur:
             insert_sql = """
@@ -257,6 +310,8 @@ def _insert_state_keys(
             has_app_bound_key=bool(app_bound_key_enc),
         )
 
+        return serializable_data
+
     except json.JSONDecodeError as e:
         logger.exception("Failed to parse Local State JSON", error=str(e))
         raise
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
index 1717e16..a9c069f 100644
--- a/libs/chromium/chromium/logins.py
+++ b/libs/chromium/chromium/logins.py
@@ -1,16 +1,20 @@
 """Chromium Login Data file parsing and database operations."""
 
 import sqlite3
+import asyncio
 
 import psycopg
 import structlog
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from nemesis_dpapi import Blob, DpapiManager
 
 from .helpers import (
     convert_chromium_timestamp,
+    decrypt_chrome_string,
     detect_encryption_type,
     get_postgres_connection_str,
+    get_state_key_bytes,
     get_state_key_id,
     parse_chromium_file_path,
 )
@@ -18,12 +22,15 @@ from .helpers import (
 logger = structlog.get_logger(module=__name__)
 
 
-def process_chromium_logins(object_id: str, file_path: str | None = None) -> None:
+def process_chromium_logins(
+    object_id: str, file_path: str | None = None, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Process Chromium Login Data file and insert logins into database.
 
     Args:
         object_id: The object ID of the Login Data file
         file_path: Optional path to already downloaded file
+        dpapi_manager: DPAPI manager for decryption
     """
     logger.info("Processing Chromium Login Data file", object_id=object_id)
 
@@ -43,12 +50,14 @@ def process_chromium_logins(object_id: str, file_path: str | None = None) -> Non
 
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
-        _insert_logins(file_enriched, username, browser, db_path, pg_conn)
+        _insert_logins(file_enriched, username, browser, db_path, pg_conn, dpapi_manager)
 
     logger.debug("Completed processing Chromium Login Data", object_id=object_id)
 
 
-def _insert_logins(file_enriched, username: str | None, browser: str, db_path: str, pg_conn) -> None:
+def _insert_logins(
+    file_enriched, username: str | None, browser: str, db_path: str, pg_conn, dpapi_manager: DpapiManager | None = None
+) -> None:
     """Extract logins from Login Data database and insert into chromium.logins table."""
     try:
         # Read from SQLite
@@ -92,11 +101,46 @@ def _insert_logins(file_enriched, username: str | None, browser: str, db_path: s
 
             # Detect encryption type and get masterkey GUID
             encryption_type, masterkey_guid = detect_encryption_type(password_value)
+            is_decrypted = False
+            password_value_dec = None
+
+            # Try DPAPI decryption first
+            if masterkey_guid and dpapi_manager:
+                try:
+                    password_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(password_value)))
+                    if password_dec_bytes:
+                        password_value_dec = password_dec_bytes.decode('utf-8', errors='replace')
+                        is_decrypted = True
+                except:
+                    pass
 
             # Get state key ID for key/abe encryption
             state_key_id = None
             if encryption_type in ["key", "abe"]:
                 state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+                if state_key_id:
+                    # Retrieve the pre-processed state key for decryption
+                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                    if state_key_bytes:
+                        try:
+                            password_dec_bytes = decrypt_chrome_string(password_value, state_key_bytes, encryption_type)
+                            if password_dec_bytes:
+                                # For passwords, may need to strip offset bytes depending on version
+                                if encryption_type == "key" and len(password_dec_bytes) > 32:
+                                    # v10/v11 passwords may have 32-byte prefix + 16-byte suffix
+                                    password_dec_bytes = password_dec_bytes[32:-16]
+                                elif encryption_type == "key" and len(password_dec_bytes) > 16:
+                                    # Or just 16-byte suffix
+                                    password_dec_bytes = password_dec_bytes[:-16]
+                                # v20 passwords typically don't have offset like cookies
+
+                                password_value_dec = password_dec_bytes.decode('utf-8', errors='replace')
+                                is_decrypted = True
+                        except Exception as e:
+                            logger.debug("Failed to decrypt password with state key",
+                                       state_key_id=state_key_id,
+                                       encryption_type=encryption_type,
+                                       error=str(e))
 
             login_data = {
                 "originating_object_id": file_enriched.object_id,
@@ -115,47 +159,45 @@ def _insert_logins(file_enriched, username: str | None, browser: str, db_path: s
                 "encryption_type": encryption_type,
                 "masterkey_guid": masterkey_guid,
                 "state_key_id": state_key_id,
-                "is_decrypted": False,
+                "is_decrypted": is_decrypted,
                 "password_value_enc": password_value,
-                "password_value_dec": None,
+                "password_value_dec": password_value_dec,
             }
             logins_data.append(login_data)
 
         # Insert into PostgreSQL
-        conn_str = get_postgres_connection_str()
-        with psycopg.connect(conn_str) as pg_conn:
-            with pg_conn.cursor() as cur:
-                insert_sql = """
-                    INSERT INTO chromium.logins
-                    (originating_object_id, agent_id, source, project, username, browser,
-                     origin_url, username_value, signon_realm, date_created, date_last_used,
-                     date_password_modified, times_used, encryption_type, masterkey_guid,
-                     state_key_id, is_decrypted, password_value_enc, password_value_dec)
-                    VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
-                            %(username)s, %(browser)s, %(origin_url)s, %(username_value)s,
-                            %(signon_realm)s, %(date_created)s, %(date_last_used)s,
-                            %(date_password_modified)s, %(times_used)s, %(encryption_type)s,
-                            %(masterkey_guid)s, %(state_key_id)s, %(is_decrypted)s,
-                            %(password_value_enc)s, %(password_value_dec)s)
-                    ON CONFLICT (source, username, browser, origin_url, username_value)
-                    DO UPDATE SET
-                        origin_url = EXCLUDED.origin_url,
-                        username_value = EXCLUDED.username_value,
-                        signon_realm = EXCLUDED.signon_realm,
-                        date_created = EXCLUDED.date_created,
-                        date_last_used = EXCLUDED.date_last_used,
-                        date_password_modified = EXCLUDED.date_password_modified,
-                        times_used = EXCLUDED.times_used,
-                        encryption_type = EXCLUDED.encryption_type,
-                        masterkey_guid = EXCLUDED.masterkey_guid,
-                        state_key_id = EXCLUDED.state_key_id,
-                        is_decrypted = EXCLUDED.is_decrypted,
-                        password_value_enc = EXCLUDED.password_value_enc,
-                        password_value_dec = EXCLUDED.password_value_dec
-                """
+        with pg_conn.cursor() as cur:
+            insert_sql = """
+                INSERT INTO chromium.logins
+                (originating_object_id, agent_id, source, project, username, browser,
+                 origin_url, username_value, signon_realm, date_created, date_last_used,
+                 date_password_modified, times_used, encryption_type, masterkey_guid,
+                 state_key_id, is_decrypted, password_value_enc, password_value_dec)
+                VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
+                        %(username)s, %(browser)s, %(origin_url)s, %(username_value)s,
+                        %(signon_realm)s, %(date_created)s, %(date_last_used)s,
+                        %(date_password_modified)s, %(times_used)s, %(encryption_type)s,
+                        %(masterkey_guid)s, %(state_key_id)s, %(is_decrypted)s,
+                        %(password_value_enc)s, %(password_value_dec)s)
+                ON CONFLICT (source, username, browser, origin_url, username_value)
+                DO UPDATE SET
+                    origin_url = EXCLUDED.origin_url,
+                    username_value = EXCLUDED.username_value,
+                    signon_realm = EXCLUDED.signon_realm,
+                    date_created = EXCLUDED.date_created,
+                    date_last_used = EXCLUDED.date_last_used,
+                    date_password_modified = EXCLUDED.date_password_modified,
+                    times_used = EXCLUDED.times_used,
+                    encryption_type = EXCLUDED.encryption_type,
+                    masterkey_guid = EXCLUDED.masterkey_guid,
+                    state_key_id = EXCLUDED.state_key_id,
+                    is_decrypted = EXCLUDED.is_decrypted,
+                    password_value_enc = EXCLUDED.password_value_enc,
+                    password_value_dec = EXCLUDED.password_value_dec
+            """
 
-                cur.executemany(insert_sql, logins_data)
-                pg_conn.commit()
+            cur.executemany(insert_sql, logins_data)
+            pg_conn.commit()
 
         logger.info("Inserted logins into database", count=len(logins_data))
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 78f51a3..831d7e9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -79,10 +79,16 @@ rule Chrome_Local_State
         """
         try:
             # Use the chromium library to process and insert into database
-            process_chromium_local_state(object_id, file_path, self.dpapi_manager)
+            state_key_data = process_chromium_local_state(object_id, file_path, self.dpapi_manager)
+
+            # Create enrichment result with parsed data
+            enrichment = EnrichmentResult(module_name=self.name)
+            enrichment.results = {"parsed": state_key_data}
+
+            return enrichment
 
         except Exception as e:
-            logger.exception(e, message="Error processing Chrome Login Data database")
+            logger.exception(e, message="Error processing Chrome Local State file")
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
index 0c80a69..19db87b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
@@ -9,6 +9,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.dpapi.dpapi_helpers import carve_dpapi_blobs_from_file
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import Blob, DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -20,6 +21,7 @@ class DPAPIAnalyzer(EnrichmentModule):
         self.dapr_client = DaprClient()
         self.size_limit = 50000000  # only check the first 50 megs for DPAPI blobs, for performance
         self.max_blobs = 100
+        self.dpapi_manager: DpapiManager | None = None
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
@@ -79,26 +81,40 @@ rule has_dpapi_blob
 
             if file_path:
                 # Use provided file path (if file already downloaded)
-                blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
+                carved_blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
             else:
                 # Fallback to downloading the file itself
                 with self.storage.download(file_enriched.object_id) as temp_file:
-                    blobs = asyncio.run(
+                    carved_blobs = asyncio.run(
                         carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
                     )
 
-            masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in blobs if blob["success"]})
+            for carved_blob in carved_blobs:
+                try:
+                    dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
+                    del carved_blob["dpapi_blob_raw"]  # because of result serialization
+                    carved_blob_dec = asyncio.run(self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw)))
 
-            if blobs:
+                    if carved_blob_dec:
+                        logger.warning(
+                            "Successfully decrypted blob", masterkey_guid=carved_blob["dpapi_master_key_guid"]
+                        )
+                        # TODO: handle this?
+                except Exception:
+                    logger.warning(f"Unable to decrypt DPAPI blob: {carved_blob['dpapi_master_key_guid']}")
+
+            masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
+
+            if carved_blobs:
                 summary_markdown = f"""
-# DPAPI Blobs Found : {len(blobs)}
+# DPAPI Blobs Found : {len(carved_blobs)}
 # Masterkey GUIDs
 List of unique masterkey GUIDs associated with the found blobs:
 ```text
 {"\n".join(masterkey_guids)}
 ```
 """
-                enrichment_result.results = {"blobs": blobs}
+                enrichment_result.results = {"blobs": carved_blobs}
 
                 display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
index b4f76ec..55dbfa2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
@@ -11,6 +11,7 @@ logger = structlog.get_logger(module=__name__)
 class ParsedDpapiBlob(BaseModel):
     dpapi_master_key_guid: str | None = str
     dpapi_data_b64: str | None = None
+    dpapi_blob_raw: bytes | None = None
     success: bool = False  # true/false if parsing was successful or not
 
 
@@ -25,6 +26,7 @@ async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
         blob.rawData = blob.rawData[: len(blob.getData())]
         parsed_blob.dpapi_master_key_guid = bin_to_string(blob["GuidMasterKey"]).lower()
         parsed_blob.dpapi_data_b64 = base64.b64encode(blob.rawData).decode("utf-8")
+        parsed_blob.dpapi_blob_raw = blob.rawData
         parsed_blob.success = True
 
     return parsed_blob
@@ -54,10 +56,14 @@ async def carve_dpapi_blobs_from_bytes(
             if not blob.success:
                 if file_name != "" and object_id != "":
                     await logger.awarning(
-                        "carve_dpapi_blobs_from_bytes: blob.rawData is None", file_name=file_name, object_id=object_id
+                        "carve_dpapi_blobs_from_bytes: blob.rawData is None",
+                        file_name=file_name,
+                        object_id=object_id,
                     )
                 else:
-                    await logger.awarning("carve_dpapi_blobs_from_bytes: blob.rawData is None")
+                    await logger.awarning(
+                        "carve_dpapi_blobs_from_bytes: blob.rawData is None"
+                    )
                 current_pos += 1
             elif blob.dpapi_data_b64:
                 current_pos += len(base64.b64decode(blob.dpapi_data_b64))
@@ -77,7 +83,10 @@ async def carve_dpapi_blobs_from_bytes(
             end_loc = loc
             # try to check for the end of the base64 string
             for i in range(loc, len(raw_bytes)):
-                if raw_bytes[i] not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/=":
+                if (
+                    raw_bytes[i]
+                    not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/="
+                ):
                     end_loc = i
                     break
             if end_loc != loc:
@@ -87,7 +96,9 @@ async def carve_dpapi_blobs_from_bytes(
                     current_pos += end_loc - loc
                     if not blob.success:
                         await logger.awarning(
-                            "carve_dpapi_blobs: blob.rawData is None", file_name=file_name, object_id=object_id
+                            "carve_dpapi_blobs: blob.rawData is None",
+                            file_name=file_name,
+                            object_id=object_id,
                         )
                     elif blob.dpapi_data_b64:
                         dpapi_blobs.append(blob)
@@ -102,7 +113,9 @@ async def carve_dpapi_blobs_from_bytes(
     return dpapi_blobs
 
 
-async def carve_dpapi_blobs_from_file(file_name: str, object_id: str = "", max_blobs: int = 1000) -> list[dict]:
+async def carve_dpapi_blobs_from_file(
+    file_name: str, object_id: str = "", max_blobs: int = 1000
+) -> list[dict]:
     """
     Helper that _just_ carves raw DPAPI blobs from a file,
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
new file mode 100644
index 0000000..eebdcfd
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -0,0 +1,132 @@
+# enrichment_modules/dpapi_masterkey/analyzer.py
+import asyncio
+import re
+from typing import TYPE_CHECKING
+
+import structlog
+from common.models import EnrichmentResult
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi.core import MasterKey, MasterKeyFile
+
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
+
+logger = structlog.get_logger(module=__name__)
+
+
+class DPAPIMasterkeyAnalyzer(EnrichmentModule):
+    def __init__(self, standalone: bool = False):
+        super().__init__("dpapi_masterkey")
+        self.storage = StorageMinio()
+        self.dpapi_manager: DpapiManager | None = None
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+        # GUID regex pattern
+        self.guid_pattern = re.compile(
+            r"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$",
+            re.IGNORECASE,
+        )
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Check if this file should be processed as a DPAPI masterkey file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        file_enriched = get_file_enriched(object_id)
+
+        # Check file size - masterkey files are typically small (few KB)
+        if file_enriched.size > 10000:  # 10KB limit
+            return False
+
+        # Check if filename matches GUID pattern
+        file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
+        return self.guid_pattern.match(file_name_lower) is not None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process masterkey file and add to DPAPI manager.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name)
+
+            # Parse the masterkey file
+            if file_path:
+                # Use provided file path
+                masterkey_file = self._parse_masterkey_file(file_path)
+            else:
+                # Download the file and parse it
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    masterkey_file = self._parse_masterkey_file(temp_file.name)
+
+            if not masterkey_file:
+                return None
+
+            # Create MasterKey object and add to DPAPI manager
+            if self.dpapi_manager:
+                mk = MasterKey(
+                    guid=masterkey_file.masterkey_guid,
+                    encrypted_key_usercred=masterkey_file.master_key,
+                    encrypted_key_backup=masterkey_file.domain_backup_key,
+                )
+
+                # The DPAPI manager handles all decryption automatically
+                asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
+
+                # Check if it was decrypted
+                stored_mk = asyncio.run(self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid))
+                was_decrypted = stored_mk and stored_mk.is_decrypted
+
+                if was_decrypted:
+                    logger.warning(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
+                else:
+                    logger.warning(
+                        f"Successfully processed masterkey {masterkey_file.masterkey_guid} (not decrypted - may need additional keys)"
+                    )
+            else:
+                logger.warning("[dpapi_masterkey] self.dpapi_manager not initialized!")
+
+            # Prepare results data
+            results_data = {
+                "masterkey_guid": str(masterkey_file.masterkey_guid),
+                "version": masterkey_file.version,
+                "policy": masterkey_file.policy.value if masterkey_file.policy else 0,
+                "has_master_key": masterkey_file.master_key is not None,
+                "has_local_key": masterkey_file.local_key is not None,
+                "has_backup_key": masterkey_file.backup_key is not None,
+                "has_domain_backup_key": masterkey_file.domain_backup_key is not None,
+            }
+
+            enrichment_result.results = results_data
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message="Error in DPAPI masterkey process()")
+
+    def _parse_masterkey_file(self, file_path: str) -> MasterKeyFile | None:
+        """Parse a masterkey file using nemesis_dpapi.
+
+        Args:
+            file_path: Path to the masterkey file
+
+        Returns:
+            Parsed MasterKeyFile or None if parsing fails
+        """
+        try:
+            return MasterKeyFile.parse(file_path)
+        except Exception as e:
+            logger.warning(f"Failed to parse masterkey file {file_path}: {e}")
+            return None
+
+
+def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
+    """Factory function that creates the analyzer in either standalone or service mode."""
+    return DPAPIMasterkeyAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 06a79ed..8ed50c9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -7,7 +7,14 @@ from typing import TYPE_CHECKING
 from uuid import UUID
 
 import structlog
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
+from common.models import (
+    EnrichmentResult,
+    FileObject,
+    Finding,
+    FindingCategory,
+    FindingOrigin,
+    Transform,
+)
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
@@ -55,7 +62,7 @@ class LsassDumpParser(EnrichmentModule):
         self.storage = StorageMinio()
         # the workflows this module should automatically run in
         self.workflows = ["default"]
-        self.dpapi_manager: DpapiManager
+        self.dpapi_manager: DpapiManager | None = None
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
@@ -77,7 +84,9 @@ class LsassDumpParser(EnrichmentModule):
         else:
             return value
 
-    def _parse_lsass_dump(self, dump_file_path: str, target_hostname: str = "unknown") -> tuple[list, list, list, list]:
+    def _parse_lsass_dump(
+        self, dump_file_path: str, target_hostname: str = "unknown"
+    ) -> tuple[list, list, list, list]:
         """
         Parse LSASS dump file using pypykatz
         :param dump_file_path: Path to the dump file
@@ -92,7 +101,9 @@ class LsassDumpParser(EnrichmentModule):
         try:
             pypy_parse = pypykatz.parse_minidump_file(dump_file_path)
         except Exception as e:
-            logger.error(f"An error occurred while parsing lsass dump: {e}", exc_info=True)
+            logger.error(
+                f"An error occurred while parsing lsass dump: {e}", exc_info=True
+            )
             return [], [], [], []
 
         ssps = [
@@ -185,15 +196,29 @@ class LsassDumpParser(EnrichmentModule):
                     # MSV specific fields for session data
                     if ssp == "msv_creds":
                         if hasattr(cred, "LMHash") and cred.LMHash:
-                            cred_data["LMHash"] = cred.LMHash.hex() if hasattr(cred.LMHash, "hex") else str(cred.LMHash)
+                            cred_data["LMHash"] = (
+                                cred.LMHash.hex()
+                                if hasattr(cred.LMHash, "hex")
+                                else str(cred.LMHash)
+                            )
                         if hasattr(cred, "NThash") and cred.NThash:
-                            cred_data["NThash"] = cred.NThash.hex() if hasattr(cred.NThash, "hex") else str(cred.NThash)
+                            cred_data["NThash"] = (
+                                cred.NThash.hex()
+                                if hasattr(cred.NThash, "hex")
+                                else str(cred.NThash)
+                            )
                         if hasattr(cred, "SHAHash") and cred.SHAHash:
                             cred_data["SHAHash"] = (
-                                cred.SHAHash.hex() if hasattr(cred.SHAHash, "hex") else str(cred.SHAHash)
+                                cred.SHAHash.hex()
+                                if hasattr(cred.SHAHash, "hex")
+                                else str(cred.SHAHash)
                             )
                         if hasattr(cred, "DPAPI") and cred.DPAPI:
-                            cred_data["DPAPI"] = cred.DPAPI.hex() if hasattr(cred.DPAPI, "hex") else str(cred.DPAPI)
+                            cred_data["DPAPI"] = (
+                                cred.DPAPI.hex()
+                                if hasattr(cred.DPAPI, "hex")
+                                else str(cred.DPAPI)
+                            )
 
                     # Kerberos specific fields
                     elif ssp == "kerberos_creds":
@@ -203,11 +228,17 @@ class LsassDumpParser(EnrichmentModule):
                                 tickets.append(ticket)
                                 # Add ticket info to the session data
                                 ticket_info = {
-                                    "service_name": getattr(ticket, "ServiceName", [None])[0]
-                                    if hasattr(ticket, "ServiceName") and ticket.ServiceName
+                                    "service_name": getattr(
+                                        ticket, "ServiceName", [None]
+                                    )[0]
+                                    if hasattr(ticket, "ServiceName")
+                                    and ticket.ServiceName
                                     else None,
-                                    "client_name": getattr(ticket, "EClientName", [None])[0]
-                                    if hasattr(ticket, "EClientName") and ticket.EClientName
+                                    "client_name": getattr(
+                                        ticket, "EClientName", [None]
+                                    )[0]
+                                    if hasattr(ticket, "EClientName")
+                                    and ticket.EClientName
                                     else None,
                                     "domain_name": getattr(ticket, "DomainName", None),
                                     "end_time": str(getattr(ticket, "EndTime", None))
@@ -219,9 +250,17 @@ class LsassDumpParser(EnrichmentModule):
                         else:
                             cred_data["tickets"] = []
                         if hasattr(cred, "aes128") and cred.aes128:
-                            cred_data["aes128"] = cred.aes128.hex() if hasattr(cred.aes128, "hex") else str(cred.aes128)
+                            cred_data["aes128"] = (
+                                cred.aes128.hex()
+                                if hasattr(cred.aes128, "hex")
+                                else str(cred.aes128)
+                            )
                         if hasattr(cred, "aes256") and cred.aes256:
-                            cred_data["aes256"] = cred.aes256.hex() if hasattr(cred.aes256, "hex") else str(cred.aes256)
+                            cred_data["aes256"] = (
+                                cred.aes256.hex()
+                                if hasattr(cred.aes256, "hex")
+                                else str(cred.aes256)
+                            )
 
                     # DPAPI specific fields
                     elif ssp == "dpapi_creds":
@@ -232,7 +271,9 @@ class LsassDumpParser(EnrichmentModule):
                             if hasattr(cred, "masterkey") and cred.masterkey:
                                 masterkey_bytes = bytes.fromhex(cred.masterkey)
                             if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
-                                sha1_masterkey_bytes = bytes.fromhex(cred.sha1_masterkey)
+                                sha1_masterkey_bytes = bytes.fromhex(
+                                    cred.sha1_masterkey
+                                )
 
                             mk = MasterKey(
                                 guid=UUID(str(cred.key_guid)),
@@ -240,11 +281,18 @@ class LsassDumpParser(EnrichmentModule):
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
                             # add this masterkey to the DPAPI cache
-                            asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
+                            if self.dpapi_manager:
+                                asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
+                            else:
+                                logger.warning(
+                                    "[lsass_dump] self.dpapi_manager not initialized!"
+                                )
 
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
-                                cred.masterkey.hex() if hasattr(cred.masterkey, "hex") else str(cred.masterkey)
+                                cred.masterkey.hex()
+                                if hasattr(cred.masterkey, "hex")
+                                else str(cred.masterkey)
                             )
                         if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
                             sha1_hex = (
@@ -273,10 +321,14 @@ class LsassDumpParser(EnrichmentModule):
                         if hasattr(cred, "password_raw"):
                             # Convert bytes to string for JSON serialization
                             if isinstance(cred.password_raw, bytes):
-                                cred_data["password_raw"] = cred.password_raw.decode("utf-8", errors="replace")
+                                cred_data["password_raw"] = cred.password_raw.decode(
+                                    "utf-8", errors="replace"
+                                )
                             else:
                                 cred_data["password_raw"] = (
-                                    str(cred.password_raw) if cred.password_raw is not None else ""
+                                    str(cred.password_raw)
+                                    if cred.password_raw is not None
+                                    else ""
                                 )
 
                     if cred_data:  # Only add if we have some data
@@ -301,7 +353,10 @@ class LsassDumpParser(EnrichmentModule):
         for ticket in tickets:
             if ticket.ServiceName is not None and ticket.ServiceName[0] == "krbtgt":
                 if ticket.EClientName is not None and ticket.DomainName is not None:
-                    if ticket.TargetDomainName is not None and ticket.TargetDomainName != ticket.DomainName:
+                    if (
+                        ticket.TargetDomainName is not None
+                        and ticket.TargetDomainName != ticket.DomainName
+                    ):
                         target_domain = ticket.TargetDomainName
                     else:
                         target_domain = ticket.DomainName
@@ -314,19 +369,30 @@ class LsassDumpParser(EnrichmentModule):
                                 domain=ticket.DomainName,
                                 username=ticket.EClientName[0],
                                 ticket={
-                                    "file": list(ticket.kirbi_data)[0].split(".kirbi")[0]
+                                    "file": list(ticket.kirbi_data)[0].split(".kirbi")[
+                                        0
+                                    ]
                                     + "_"
                                     + ticket.EndTime.strftime("%Y%m%d%H%M%S")
                                     + ".kirbi",
                                     "domain": target_domain,
-                                    "endtime": str(ticket.EndTime),  # Convert datetime to string
+                                    "endtime": str(
+                                        ticket.EndTime
+                                    ),  # Convert datetime to string
                                 },
                             )
                         )
 
+        # # for debugging
+        # mks = asyncio.run(self.dpapi_manager.get_all_masterkeys())
+        # import pprint
+        # pprint.pprint(mks)
+
         return logon_sessions, credentials, tickets, masterkeys
 
-    def _create_finding_summary(self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list) -> str:
+    def _create_finding_summary(
+        self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list
+    ) -> str:
         """Creates a markdown summary for the LSASS dump findings."""
         summary = "# LSASS Dump Analysis Results\n\n"
 
@@ -373,8 +439,14 @@ class LsassDumpParser(EnrichmentModule):
                                         "sha1_masterkey",
                                     ]:
                                         summary += f"* **{key}**: `{value}`\n"
-                                    elif key == "tickets" and isinstance(value, list) and value:
-                                        summary += f"* **Tickets**: {len(value)} found\n"
+                                    elif (
+                                        key == "tickets"
+                                        and isinstance(value, list)
+                                        and value
+                                    ):
+                                        summary += (
+                                            f"* **Tickets**: {len(value)} found\n"
+                                        )
                                         for i, ticket in enumerate(value, 1):
                                             summary += f"  * **Ticket {i}**: Service=`{ticket.get('service_name', 'N/A')}`, Client=`{ticket.get('client_name', 'N/A')}`, Domain=`{ticket.get('domain_name', 'N/A')}`, EndTime=`{ticket.get('end_time', 'N/A')}`\n"
                                     else:
@@ -387,7 +459,9 @@ class LsassDumpParser(EnrichmentModule):
 
         return summary
 
-    def _analyze_lsass_dump_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+    def _analyze_lsass_dump_file(
+        self, file_path: str, file_enriched
+    ) -> EnrichmentResult | None:
         """Analyze LSASS dump file and generate enrichment result.
 
         Args:
@@ -397,10 +471,14 @@ class LsassDumpParser(EnrichmentModule):
         Returns:
             EnrichmentResult or None if analysis fails
         """
-        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+        enrichment_result = EnrichmentResult(
+            module_name=self.name, dependencies=self.dependencies
+        )
 
         # Parse the LSASS dump
-        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(file_path, file_enriched.file_name)
+        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(
+            file_path, file_enriched.file_name
+        )
 
         if not len(logon_sessions):
             logger.error("Failed to parse LSASS dump file")
@@ -408,7 +486,9 @@ class LsassDumpParser(EnrichmentModule):
 
         if logon_sessions or credentials or tickets or masterkeys:
             # Create finding summary
-            summary_markdown = self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
+            summary_markdown = self._create_finding_summary(
+                logon_sessions, credentials, tickets, masterkeys
+            )
 
             # Prepare credentials data for serialization (convert objects to dicts)
             credentials_data = []
@@ -428,7 +508,9 @@ class LsassDumpParser(EnrichmentModule):
                 credentials_data.append(cred_dict)
 
             # Create display data
-            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+            display_data = FileObject(
+                type="finding_summary", metadata={"summary": summary_markdown}
+            )
 
             # Create finding
             finding = Finding(
@@ -457,7 +539,9 @@ class LsassDumpParser(EnrichmentModule):
             }
 
             # Create a displayable version of the results
-            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+            with tempfile.NamedTemporaryFile(
+                mode="w", encoding="utf-8"
+            ) as tmp_display_file:
                 yaml_output = []
                 yaml_output.append("LSASS Dump Analysis Results")
                 yaml_output.append("===========================\n")
@@ -469,11 +553,17 @@ class LsassDumpParser(EnrichmentModule):
 
                 for i, session in enumerate(logon_sessions, 1):
                     yaml_output.append(f"Logon Session {i}:")
-                    yaml_output.append(f"   Authentication ID: {session.get('authentication_id', 'N/A')}")
+                    yaml_output.append(
+                        f"   Authentication ID: {session.get('authentication_id', 'N/A')}"
+                    )
                     yaml_output.append(f"   Username: {session.get('username', 'N/A')}")
                     yaml_output.append(f"   Domain: {session.get('domainname', 'N/A')}")
-                    yaml_output.append(f"   Logon Server: {session.get('logon_server', 'N/A')}")
-                    yaml_output.append(f"   Logon Time: {session.get('logon_time', 'N/A')}")
+                    yaml_output.append(
+                        f"   Logon Server: {session.get('logon_server', 'N/A')}"
+                    )
+                    yaml_output.append(
+                        f"   Logon Time: {session.get('logon_time', 'N/A')}"
+                    )
                     yaml_output.append(f"   SID: {session.get('sid', 'N/A')}")
                     yaml_output.append(f"   LUID: {session.get('luid', 'N/A')}")
 
@@ -485,14 +575,22 @@ class LsassDumpParser(EnrichmentModule):
                                 yaml_output.append(f"      Credential {j}:")
                                 for key, value in cred.items():
                                     if value is not None and value != "":
-                                        if key == "tickets" and isinstance(value, list) and value:
-                                            yaml_output.append(f"         {key}: {len(value)} tickets found")
+                                        if (
+                                            key == "tickets"
+                                            and isinstance(value, list)
+                                            and value
+                                        ):
+                                            yaml_output.append(
+                                                f"         {key}: {len(value)} tickets found"
+                                            )
                                             for k, ticket in enumerate(value, 1):
                                                 yaml_output.append(
                                                     f"            Ticket {k}: Service={ticket.get('service_name', 'N/A')}, Client={ticket.get('client_name', 'N/A')}, Domain={ticket.get('domain_name', 'N/A')}, EndTime={ticket.get('end_time', 'N/A')}"
                                                 )
                                         else:
-                                            yaml_output.append(f"         {key}: {value}")
+                                            yaml_output.append(
+                                                f"         {key}: {value}"
+                                            )
                     yaml_output.append("")  # Add empty line between sessions
 
                 display = textwrap.indent("\n".join(yaml_output), "   ")
@@ -514,7 +612,9 @@ class LsassDumpParser(EnrichmentModule):
 
         return enrichment_result
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    def process(
+        self, object_id: str, file_path: str | None = None
+    ) -> EnrichmentResult | None:
         """Process LSASS dump file and extract credentials.
 
         Args:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 290d9f6..97b5db6 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -1,20 +1,34 @@
 # enrichment_modules/registry_hive/analyzer.py
+import asyncio
 import ntpath
 import os
 import shutil
 import tempfile
 import textwrap
+from typing import TYPE_CHECKING
 
 import psycopg
 import structlog
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
+from common.models import (
+    EnrichmentResult,
+    FileObject,
+    Finding,
+    FindingCategory,
+    FindingOrigin,
+    Transform,
+)
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
+from nemesis_dpapi.core import DpapiSystemCredential
 from psycopg.rows import dict_row
 from pypykatz.registry.offline_parser import OffineRegistry as OfflineRegistry
+from regipy.registry import RegistryHive
+
+if TYPE_CHECKING:
+    from nemesis_dpapi import DpapiManager
 
 logger = structlog.get_logger(module=__name__)
 
@@ -24,6 +38,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         super().__init__("registry_hive")
         self.storage = StorageMinio()
         self.workflows = ["default"]
+        self.dpapi_manager: DpapiManager | None = None
 
         # Get PostgreSQL connection string
         with DaprClient() as client:
@@ -34,6 +49,12 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         """Determine if this module should run based on file type."""
         file_enriched = get_file_enriched(object_id)
         magic_type = file_enriched.magic_type.lower()
+        mime_type = file_enriched.mime_type.lower()
+
+        # This is because the "strings.txt" of a registry hive
+        #   has a matching magic type of the registry hive itself
+        if mime_type != 'application/octet-stream':
+            return False
 
         # Check if it's a Windows registry hive
         return any(
@@ -46,29 +67,13 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             ]
         )
 
-    def _identify_hive_type(self, file_path: str, file_name: str) -> str | None:
-        """Identify the type of registry hive based on filename."""
-        file_name_upper = file_name.upper()
+    def _identify_hive_type(self, file_path: str) -> str | None:
+        """Identify the type of registry hive based regipy"""
 
-        # Check common hive names - be more specific to avoid false positives
-        if any(name in file_name_upper for name in ["SYSTEM"]):
-            return "SYSTEM"
-        elif any(name in file_name_upper for name in ["SAM"]) and "SAMP" not in file_name_upper:
-            return "SAM"
-        elif any(name in file_name_upper for name in ["SECURITY"]):
-            return "SECURITY"
-        elif any(name in file_name_upper for name in ["SOFTWARE"]):
-            return "SOFTWARE"
-        elif any(name in file_name_upper for name in ["NTUSER"]) or file_name_upper.endswith("NTUSER.DAT"):
-            return "NTUSER"
-
-        # Try some common backup/copy patterns
-        if "SYSTEM." in file_name_upper or file_name_upper.endswith("SYSTEM"):
-            return "SYSTEM"
-        elif "SAM." in file_name_upper or file_name_upper.endswith("SAM"):
-            return "SAM"
-        elif "SECURITY." in file_name_upper or file_name_upper.endswith("SECURITY"):
-            return "SECURITY"
+        try:
+            return RegistryHive(file_path).hive_type.upper()
+        except Exception as e:
+            logger.exception(e, "Error parsing using regipy")
 
         return None
 
@@ -111,6 +116,30 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     if result:
                         return str(result["object_id"])  # Convert UUID to string
 
+                    # Fallback query: look for registry files by magic_type and enrichment results
+                    # Extract the hive type from the target path (e.g., SECURITY from ...\\Windows\\System32\\Config\\SECURITY)
+                    target_hive_type = ntpath.basename(target_hive_path).upper()
+
+                    cur.execute(
+                        """
+                        SELECT fe.object_id
+                        FROM files_enriched fe
+                        JOIN enrichments e ON fe.object_id = e.object_id
+                        WHERE fe.source = %s
+                        AND fe.magic_type = 'MS Windows registry file, NT/2000 or above'
+                        AND e.module_name = 'registry_hive'
+                        AND e.result_data->'results'->'hive_type' = %s
+                        ORDER BY fe.timestamp DESC
+                        LIMIT 1
+                    """,
+                        (file_enriched.source, f'"{target_hive_type}"'),
+                    )
+
+                    result = cur.fetchone()
+                    if result:
+                        print(f"XXX result: {result}")
+                        return str(result["object_id"])  # Convert UUID to string
+
         except Exception as e:
             logger.error(f"Failed to find existing hive {target_hive_path}: {e}")
 
@@ -219,7 +248,11 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
     def _process_security_hive(self, security_file: str, system_file: str | None) -> dict:
         """Process SECURITY hive to extract LSA secrets using pypykatz."""
-        results = {"lsa_secrets": [], "cached_credentials": [], "bootkey_available": system_file is not None}
+        results = {
+            "lsa_secrets": [],
+            "cached_credentials": [],
+            "bootkey_available": system_file is not None,
+        }
 
         if not system_file:
             # Cannot parse SECURITY without SYSTEM - pypykatz requires SYSTEM hive
@@ -231,12 +264,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         system_copy_path = None
 
         try:
-            # Debug what we're actually receiving
-            logger.warning(f"security_file path: {security_file}")
-            logger.warning(f"system_file path: {system_file}")
-            logger.warning(f"security_file exists: {os.path.exists(security_file) if security_file else 'N/A'}")
-            logger.warning(f"system_file exists: {os.path.exists(system_file) if system_file else 'N/A'}")
-
             # Create temporary copies that persist during processing
             security_fd, security_copy_path = tempfile.mkstemp(suffix=".security")
             system_fd, system_copy_path = tempfile.mkstemp(suffix=".system")
@@ -246,36 +273,24 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             os.close(system_fd)
 
             # Copy the files
-            logger.warning(f"Copying {security_file} to {security_copy_path}")
             shutil.copy2(security_file, security_copy_path)
-            logger.warning(f"Copying {system_file} to {system_copy_path}")
             shutil.copy2(system_file, system_copy_path)
 
-            # Verify the copies exist and have content
-            security_size = os.path.getsize(security_copy_path)
-            system_size = os.path.getsize(system_copy_path)
-            logger.warning(f"Security copy size: {security_size} bytes")
-            logger.warning(f"System copy size: {system_size} bytes")
-
-            logger.warning(f"Created persistent copies: SECURITY={security_copy_path}, SYSTEM={system_copy_path}")
-
             # Now parse with pypykatz using the persistent copies
-            logger.warning("Creating OfflineRegistry with persistent file copies")
             registry = OfflineRegistry.from_files(system_path=system_copy_path, security_path=security_copy_path)
 
             # Extract bootkey from SYSTEM
             bootkey = self._extract_bootkey(registry)
             if bootkey:
                 results["bootkey"] = bootkey
-                logger.warning("Extracted bootkey from SYSTEM hive")
+                logger.debug("Extracted bootkey from SYSTEM hive")
             else:
                 logger.warning("Failed to extract bootkey from SYSTEM hive")
 
             # Call get_secrets to extract and decrypt secrets
             try:
-                logger.warning("Calling get_secrets() to extract LSA secrets")
                 registry.get_secrets()
-                logger.warning("get_secrets() completed successfully")
+                logger.debug("get_secrets() completed successfully")
             except Exception as e:
                 logger.warning(f"Failed to extract secrets: {e}")
                 # Continue anyway to see if we can get any data
@@ -283,7 +298,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             # Extract LSA secrets from parsed SECURITY hive
             if hasattr(registry, "security") and registry.security:
                 security_obj = registry.security
-                logger.warning(f"Security object type: {type(security_obj)}")
 
                 # Try to get secrets as dictionary
                 try:
@@ -293,28 +307,27 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     # Extract LSA secrets - they're in 'cached_secrets', not 'lsa_secrets'!
                     if security_dict and "cached_secrets" in security_dict:
                         cached_secrets = security_dict["cached_secrets"]
-                        logger.warning(
-                            f"Found cached_secrets in dict with {len(cached_secrets)} items, type: {type(cached_secrets)}"
-                        )
 
                         if isinstance(cached_secrets, list):
                             # cached_secrets is a list of secret objects
                             for i, secret_data in enumerate(cached_secrets):
-                                logger.warning(f"Processing cached secret {i}: {type(secret_data)}")
-
                                 # If it's a dict, inspect its keys to find the actual secret data
                                 if isinstance(secret_data, dict):
-                                    logger.warning(f"Cached secret {i} keys: {list(secret_data.keys())}")
-
                                     # Look for common secret data keys
                                     secret_value = None
                                     secret_name = f"cached_secret_{i}"
 
                                     # First try common secret keys
-                                    for key in ["secret", "data", "value", "cleartext", "plaintext", "decrypted"]:
+                                    for key in [
+                                        "secret",
+                                        "data",
+                                        "value",
+                                        "cleartext",
+                                        "plaintext",
+                                        "decrypted",
+                                    ]:
                                         if key in secret_data:
                                             secret_value = secret_data[key]
-                                            logger.warning(f"Found secret data in key '{key}': {type(secret_value)}")
                                             break
 
                                     # For DPAPI secrets, extract machine_key and user_key
@@ -327,29 +340,37 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                                 "user_key": user_key.hex(),
                                             }
                                             secret_name = secret_data.get("key_name", f"cached_secret_{i}")
+
                                             logger.warning(
                                                 f"Found DPAPI keys - machine_key: {len(machine_key)} bytes, user_key: {len(user_key)} bytes"
                                             )
 
+                                            # Register the DPAPI_SYSTEM credential with the DPAPI manager
+                                            asyncio.run(self._register_dpapi_system_credential(machine_key, user_key))
+
                                     # For NL$KM secrets, extract raw_secret
                                     elif not secret_value and "raw_secret" in secret_data:
                                         raw_secret = secret_data["raw_secret"]
                                         if isinstance(raw_secret, bytes):
                                             secret_value = raw_secret.hex()
                                             secret_name = secret_data.get("key_name", f"cached_secret_{i}")
-                                            logger.warning(f"Found raw_secret: {len(raw_secret)} bytes")
 
                                     # If still no specific key found, try to get the first non-metadata value
                                     elif not secret_value:
                                         for key, value in secret_data.items():
                                             if (
-                                                key not in ["type", "name", "id", "index", "key_name", "history"]
+                                                key
+                                                not in [
+                                                    "type",
+                                                    "name",
+                                                    "id",
+                                                    "index",
+                                                    "key_name",
+                                                    "history",
+                                                ]
                                                 and value
                                             ):
                                                 secret_value = value
-                                                logger.warning(
-                                                    f"Using key '{key}' as secret data: {type(secret_value)}"
-                                                )
                                                 break
 
                                     secret_info = {
@@ -369,9 +390,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         elif isinstance(cached_secrets, dict):
                             # cached_secrets is a dictionary
                             for secret_name, secret_data in cached_secrets.items():
-                                logger.warning(
-                                    f"Processing cached secret: {secret_name}, data type: {type(secret_data)}"
-                                )
                                 secret_info = {
                                     "name": secret_name,
                                     "decrypted": True,
@@ -385,7 +403,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     for key in secret_keys:
                         if security_dict and key in security_dict:
                             secret_data = security_dict[key]
-                            logger.warning(f"Found {key}: {type(secret_data)}")
 
                             # Format bytes as hex strings for better readability
                             if isinstance(secret_data, bytes):
@@ -410,7 +427,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     # Also try direct attribute access for LSA secrets
                     if hasattr(security_obj, "lsa_secrets"):
                         lsa_secrets_attr = getattr(security_obj, "lsa_secrets", {})
-                        logger.warning(f"Found lsa_secrets attribute with {len(lsa_secrets_attr)} items")
+                        logger.debug(f"Found lsa_secrets attribute with {len(lsa_secrets_attr)} items")
                         for secret_name, secret_data in lsa_secrets_attr.items():
                             # Avoid duplicates if we already processed from dict
                             if not any(s["name"] == secret_name for s in results["lsa_secrets"]):
@@ -481,7 +498,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 if temp_path and os.path.exists(temp_path):
                     try:
                         os.unlink(temp_path)
-                        logger.warning(f"Cleaned up temporary file: {temp_path}")
                     except Exception as e:
                         logger.warning(f"Failed to clean up temporary file {temp_path}: {e}")
 
@@ -489,7 +505,12 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
     def _process_system_hive(self, system_file: str) -> dict:
         """Process SYSTEM hive to extract bootkey and system information using pypykatz."""
-        results = {"bootkey": None, "computer_name": None, "current_control_set": None, "services": []}
+        results = {
+            "bootkey": None,
+            "computer_name": None,
+            "current_control_set": None,
+            "services": [],
+        }
 
         try:
             # Use pypykatz to parse the SYSTEM hive
@@ -513,7 +534,13 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     results["current_control_set"] = system_obj.current_control_set
 
                 # Extract some basic service info if available
-                interesting_services = ["NTDS", "DNS", "W32Time", "LanmanServer", "Spooler"]
+                interesting_services = [
+                    "NTDS",
+                    "DNS",
+                    "W32Time",
+                    "LanmanServer",
+                    "Spooler",
+                ]
                 for service_name in interesting_services:
                     service_info = {
                         "name": service_name,
@@ -524,7 +551,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     results["services"].append(service_info)
 
         except Exception as e:
-            logger.error(f"Failed to process SYSTEM hive with pypykatz: {e}")
+            logger.exception(e, message="Failed to process SYSTEM hive with pypykatz")
             # Return empty results on error
             results = {
                 "bootkey": None,
@@ -645,7 +672,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         """Process registry hive file and extract relevant information."""
         try:
             file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
             # Use provided file_path if available, otherwise download
             if file_path:
@@ -664,7 +690,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
         # Identify hive type
-        hive_type = self._identify_hive_type(hive_file_path, file_enriched.file_name)
+        hive_type = self._identify_hive_type(hive_file_path)
         if not hive_type:
             logger.warning(f"Could not identify registry hive type for {file_enriched.file_name}")
             return None
@@ -695,7 +721,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         with self.storage.download(sam_object_id) as sam_temp_file:
                             sam_results = self._process_sam_hive(sam_temp_file.name, hive_file_path)
                             analysis_results["sam_analysis"] = sam_results
-                            logger.info(f"Processed paired SAM hive for SYSTEM: {sam_path}")
+                            logger.debug(f"Processed paired SAM hive for SYSTEM: {sam_path}")
                     except Exception as e:
                         logger.error(f"Failed to process paired SAM hive: {e}")
 
@@ -726,7 +752,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                             analysis_results = self._process_sam_hive(hive_file_path, system_temp_file.name)
                         else:  # SECURITY
                             analysis_results = self._process_security_hive(hive_file_path, system_temp_file.name)
-                        logger.info(f"Processed {hive_type} hive with SYSTEM bootkey")
+                        logger.debug(f"Processed {hive_type} hive with SYSTEM bootkey")
 
                 except Exception as e:
                     logger.error(f"Error downloading SYSTEM hive: {e}")
@@ -795,7 +821,10 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             )
 
             enrichment_result.findings = [finding]
-            enrichment_result.results = {"hive_type": hive_type, "analysis_results": analysis_results}
+            enrichment_result.results = {
+                "hive_type": hive_type,
+                "analysis_results": analysis_results,
+            }
 
             # Create displayable transform
             with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_file:
@@ -892,6 +921,29 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return enrichment_result
 
+    async def _register_dpapi_system_credential(self, machine_key: bytes, user_key: bytes):
+        """Register a DPAPI_SYSTEM credential with the DPAPI manager.
+
+        Args:
+            machine_key: The machine key component (20 bytes)
+            user_key: The user key component (20 bytes)
+        """
+        if not self.dpapi_manager:
+            logger.warning("DPAPI manager not initialized, skipping DPAPI_SYSTEM credential registration")
+            return
+
+        try:
+            # Create DPAPI system credential from the machine and user keys
+            dpapi_system_cred = DpapiSystemCredential(machine_key=machine_key, user_key=user_key)
+
+            # Register with the DPAPI manager - it will automatically decrypt compatible masterkeys
+            await self.dpapi_manager.upsert_dpapi_system_credential(dpapi_system_cred)
+
+            logger.warning("Successfully registered DPAPI_SYSTEM credential with DPAPI manager")
+
+        except Exception as e:
+            logger.warning(f"Failed to register DPAPI_SYSTEM credential: {e}")
+
 
 def create_enrichment_module() -> EnrichmentModule:
     return RegistryHiveAnalyzer()
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 1bdcd1f..a3b93a8 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -568,7 +568,7 @@ def run_enrichment_modules(ctx, activity_input: dict):
     try:
         # Download the file once at the beginning
         with storage.download(object_id) as temp_file:
-            logger.debug("Downloaded file for processing", object_id=object_id, temp_file=temp_file.name)
+            logger.debug("Downloaded file for processing", object_id=object_id, temp_file=temp_file.name, size=os.path.getsize(temp_file.name))
 
             # First pass: determine which modules should process this file
             modules_to_process = []
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index 6050f6b..e7f9ede 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -455,499 +455,6 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
-[[package]]
-name = "boto3"
-version = "1.40.38"
-description = "The AWS SDK for Python"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "boto3-1.40.38-py3-none-any.whl", hash = "sha256:fac337b4f0615e4d6ceee44686e662f51d8e57916ed2bc763468e3e8c611a658"},
-    {file = "boto3-1.40.38.tar.gz", hash = "sha256:932ebdd8dbf8ab5694d233df86d5d0950291e0b146c27cb46da8adb4f00f6ca4"},
-]
-
-[package.dependencies]
-botocore = ">=1.40.38,<1.41.0"
-jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.14.0,<0.15.0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
-
-[[package]]
-name = "boto3-stubs"
-version = "1.40.38"
-description = "Type annotations for boto3 1.40.38 generated with mypy-boto3-builder 8.11.0"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "boto3_stubs-1.40.38-py3-none-any.whl", hash = "sha256:63fb760ac7b649836530f3ed8b39400f392832d4dcff39bbcf020650519c6e3e"},
-    {file = "boto3_stubs-1.40.38.tar.gz", hash = "sha256:0d178635c7abce8be3922917cfd8274e66c21697101276051bae625903533852"},
-]
-
-[package.dependencies]
-botocore-stubs = "*"
-mypy-boto3-s3 = {version = ">=1.40.0,<1.41.0", optional = true, markers = "extra == \"s3\""}
-types-s3transfer = "*"
-
-[package.extras]
-accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.40.0,<1.41.0)"]
-account = ["mypy-boto3-account (>=1.40.0,<1.41.0)"]
-acm = ["mypy-boto3-acm (>=1.40.0,<1.41.0)"]
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-workspaces-web = ["mypy-boto3-workspaces-web (>=1.40.0,<1.41.0)"]
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-
-[[package]]
-name = "botocore"
-version = "1.40.38"
-description = "Low-level, data-driven core of boto 3."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "botocore-1.40.38-py3-none-any.whl", hash = "sha256:7d60a7557db3a58f9394e7ecec1f6b87495ce947eb713f29d53aee83a6e9dc71"},
-    {file = "botocore-1.40.38.tar.gz", hash = "sha256:18039009e1eca2bff12e576e8dd3c80cd9b312294f1469c831de03169582ad59"},
-]
-
-[package.dependencies]
-jmespath = ">=0.7.1,<2.0.0"
-python-dateutil = ">=2.1,<3.0.0"
-urllib3 = {version = ">=1.25.4,<2.2.0 || >2.2.0,<3", markers = "python_version >= \"3.10\""}
-
-[package.extras]
-crt = ["awscrt (==0.27.6)"]
-
-[[package]]
-name = "botocore-stubs"
-version = "1.40.33"
-description = "Type annotations and code completion for botocore"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "botocore_stubs-1.40.33-py3-none-any.whl", hash = "sha256:ad21fee32cbdc7ad4730f29baf88424c7086bf88a745f8e43660ca3e9a7e5f89"},
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-]
-
-[package.dependencies]
-types-awscrt = "*"
-
-[package.extras]
-botocore = ["botocore"]
-
 [[package]]
 name = "brotli"
 version = "1.1.0"
@@ -1436,6 +943,21 @@ structlog = "^25.1.0"
 type = "directory"
 url = "../../libs/common"
 
+[[package]]
+name = "construct"
+version = "2.10.70"
+description = "A powerful declarative symmetric parser/builder for binary data"
+optional = false
+python-versions = ">=3.6"
+groups = ["main"]
+files = [
+    {file = "construct-2.10.70-py3-none-any.whl", hash = "sha256:c80be81ef595a1a821ec69dc16099550ed22197615f4320b57cc9ce2a672cb30"},
+    {file = "construct-2.10.70.tar.gz", hash = "sha256:4d2472f9684731e58cc9c56c463be63baa1447d674e0d66aeb5627b22f512c29"},
+]
+
+[package.extras]
+extras = ["arrow", "cloudpickle", "cryptography", "lz4", "numpy", "ruamel.yaml"]
+
 [[package]]
 name = "cryptography"
 version = "42.0.8"
@@ -1562,18 +1084,6 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
-[[package]]
-name = "distro"
-version = "1.9.0"
-description = "Distro - an OS platform information API"
-optional = false
-python-versions = ">=3.6"
-groups = ["main"]
-files = [
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-]
-
 [[package]]
 name = "dnfile"
 version = "0.15.1"
@@ -1654,51 +1164,6 @@ files = [
     {file = "easygui-0.98.3.tar.gz", hash = "sha256:d653ff79ee1f42f63b5a090f2f98ce02335d86ad8963b3ce2661805cafe99a04"},
 ]
 
-[[package]]
-name = "elastic-transport"
-version = "8.17.1"
-description = "Transport classes and utilities shared among Python Elastic client libraries"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
-certifi = "*"
-urllib3 = ">=1.26.2,<3"
-
-[package.extras]
-develop = ["aiohttp", "furo", "httpx", "opentelemetry-api", "opentelemetry-sdk", "orjson", "pytest", "pytest-asyncio", "pytest-cov", "pytest-httpserver", "pytest-mock", "requests", "respx", "sphinx (>2)", "sphinx-autodoc-typehints", "trustme"]
-
-[[package]]
-name = "elasticsearch"
-version = "8.19.1"
-description = "Python client for Elasticsearch"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-[package.dependencies]
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-python-dateutil = "*"
-typing-extensions = "*"
-
-[package.extras]
-async = ["aiohttp (>=3,<4)"]
-dev = ["aiohttp", "black", "build", "coverage", "isort", "jinja2", "mapbox-vector-tile", "mypy", "nox", "numpy", "orjson", "pandas", "pyarrow", "pyright", "pytest", "pytest-asyncio", "pytest-cov", "pytest-mock", "python-dateutil", "pyyaml (>=5.4)", "requests (>=2,<3)", "simsimd", "tqdm", "twine", "types-python-dateutil", "types-tqdm", "unasync"]
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-orjson = ["orjson (>=3)"]
-pyarrow = ["pyarrow (>=1)"]
-requests = ["requests (>=2.4.0,!=2.32.2,<3.0.0)"]
-vectorstore-mmr = ["numpy (>=1)", "simsimd (>=3)"]
-
 [[package]]
 name = "enum-compat"
 version = "0.0.3"
@@ -1711,21 +1176,6 @@ files = [
     {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
 ]
 
-[[package]]
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-version = "0.2.2"
-description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-]
-
-[package.extras]
-tests = ["pytest"]
-
 [[package]]
 name = "fastapi"
 version = "0.115.14"
@@ -1747,41 +1197,6 @@ typing-extensions = ">=4.8.0"
 all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
-[[package]]
-name = "fastuuid"
-version = "0.12.0"
-description = "Python bindings to Rust's UUID library."
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-]
-
 [[package]]
 name = "file-enrichment-modules"
 version = "0.1.0"
@@ -1828,18 +1243,6 @@ structlog = ">=20.0.0,<30.0.0"
 type = "directory"
 url = "../../libs/file_linking"
 
-[[package]]
-name = "filelock"
-version = "3.19.1"
-description = "A platform independent file lock."
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "filelock-3.19.1-py3-none-any.whl", hash = "sha256:d38e30481def20772f5baf097c122c3babc4fcdb7e14e57049eb9d88c6dc017d"},
-    {file = "filelock-3.19.1.tar.gz", hash = "sha256:66eda1888b0171c998b35be2bcc0f6d75c388a7ce20c3f3f37aa8e96c2dddf58"},
-]
-
 [[package]]
 name = "flask"
 version = "3.1.2"
@@ -1978,46 +1381,6 @@ files = [
     {file = "frozenlist-1.7.0.tar.gz", hash = "sha256:2e310d81923c2437ea8670467121cc3e9b0f76d3043cc1d2331d56c7fb7a3a8f"},
 ]
 
-[[package]]
-name = "fsspec"
-version = "2025.9.0"
-description = "File-system specification"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
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-    {file = "s3transfer-0.14.0-py3-none-any.whl", hash = "sha256:ea3b790c7077558ed1f02a3072fb3cb992bbbd253392f4b6e9e8976941c7d456"},
-    {file = "s3transfer-0.14.0.tar.gz", hash = "sha256:eff12264e7c8b4985074ccce27a3b38a485bb7f7422cc8046fee9be4983e4125"},
-]
-
-[package.dependencies]
-botocore = ">=1.37.4,<2.0a.0"
-
-[package.extras]
-crt = ["botocore[crt] (>=1.37.4,<2.0a.0)"]
-
 [[package]]
 name = "setuptools"
 version = "80.9.0"
@@ -5419,87 +3760,6 @@ files = [
     {file = "texttable-1.7.0.tar.gz", hash = "sha256:2d2068fb55115807d3ac77a4ca68fa48803e84ebb0ee2340f858107a36522638"},
 ]
 
-[[package]]
-name = "tiktoken"
-version = "0.11.0"
-description = "tiktoken is a fast BPE tokeniser for use with OpenAI's models"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "tiktoken-0.11.0-cp310-cp310-macosx_10_12_x86_64.whl", hash = "sha256:8a9b517d6331d7103f8bef29ef93b3cca95fa766e293147fe7bacddf310d5917"},
-    {file = "tiktoken-0.11.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:b4ddb1849e6bf0afa6cc1c5d809fb980ca240a5fffe585a04e119519758788c0"},
-    {file = "tiktoken-0.11.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:10331d08b5ecf7a780b4fe4d0281328b23ab22cdb4ff65e68d56caeda9940ecc"},
-    {file = "tiktoken-0.11.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:b062c82300341dc87e0258c69f79bed725f87e753c21887aea90d272816be882"},
-    {file = "tiktoken-0.11.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:195d84bec46169af3b1349a1495c151d37a0ff4cba73fd08282736be7f92cc6c"},
-    {file = "tiktoken-0.11.0-cp310-cp310-win_amd64.whl", hash = "sha256:fe91581b0ecdd8783ce8cb6e3178f2260a3912e8724d2f2d49552b98714641a1"},
-    {file = "tiktoken-0.11.0-cp311-cp311-macosx_10_12_x86_64.whl", hash = "sha256:4ae374c46afadad0f501046db3da1b36cd4dfbfa52af23c998773682446097cf"},
-    {file = "tiktoken-0.11.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:25a512ff25dc6c85b58f5dd4f3d8c674dc05f96b02d66cdacf628d26a4e4866b"},
-    {file = "tiktoken-0.11.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2130127471e293d385179c1f3f9cd445070c0772be73cdafb7cec9a3684c0458"},
-    {file = "tiktoken-0.11.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:21e43022bf2c33f733ea9b54f6a3f6b4354b909f5a73388fb1b9347ca54a069c"},
-    {file = "tiktoken-0.11.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:adb4e308eb64380dc70fa30493e21c93475eaa11669dea313b6bbf8210bfd013"},
-    {file = "tiktoken-0.11.0-cp311-cp311-win_amd64.whl", hash = "sha256:ece6b76bfeeb61a125c44bbefdfccc279b5288e6007fbedc0d32bfec602df2f2"},
-    {file = "tiktoken-0.11.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:fd9e6b23e860973cf9526544e220b223c60badf5b62e80a33509d6d40e6c8f5d"},
-    {file = "tiktoken-0.11.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:6a76d53cee2da71ee2731c9caa747398762bda19d7f92665e882fef229cb0b5b"},
-    {file = "tiktoken-0.11.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6ef72aab3ea240646e642413cb363b73869fed4e604dcfd69eec63dc54d603e8"},
-    {file = "tiktoken-0.11.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7f929255c705efec7a28bf515e29dc74220b2f07544a8c81b8d69e8efc4578bd"},
-    {file = "tiktoken-0.11.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:61f1d15822e4404953d499fd1dcc62817a12ae9fb1e4898033ec8fe3915fdf8e"},
-    {file = "tiktoken-0.11.0-cp312-cp312-win_amd64.whl", hash = "sha256:45927a71ab6643dfd3ef57d515a5db3d199137adf551f66453be098502838b0f"},
-    {file = "tiktoken-0.11.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:a5f3f25ffb152ee7fec78e90a5e5ea5b03b4ea240beed03305615847f7a6ace2"},
-    {file = "tiktoken-0.11.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:7dc6e9ad16a2a75b4c4be7208055a1f707c9510541d94d9cc31f7fbdc8db41d8"},
-    {file = "tiktoken-0.11.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5a0517634d67a8a48fd4a4ad73930c3022629a85a217d256a6e9b8b47439d1e4"},
-    {file = "tiktoken-0.11.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7fb4effe60574675118b73c6fbfd3b5868e5d7a1f570d6cc0d18724b09ecf318"},
-    {file = "tiktoken-0.11.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:94f984c9831fd32688aef4348803b0905d4ae9c432303087bae370dc1381a2b8"},
-    {file = "tiktoken-0.11.0-cp313-cp313-win_amd64.whl", hash = "sha256:2177ffda31dec4023356a441793fed82f7af5291120751dee4d696414f54db0c"},
-    {file = "tiktoken-0.11.0-cp39-cp39-macosx_10_12_x86_64.whl", hash = "sha256:13220f12c9e82e399377e768640ddfe28bea962739cc3a869cad98f42c419a89"},
-    {file = "tiktoken-0.11.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:7f2db627f5c74477c0404b4089fd8a28ae22fa982a6f7d9c7d4c305c375218f3"},
-    {file = "tiktoken-0.11.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2302772f035dceb2bcf8e55a735e4604a0b51a6dd50f38218ff664d46ec43807"},
-    {file = "tiktoken-0.11.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:20b977989afe44c94bcc50db1f76971bb26dca44218bd203ba95925ef56f8e7a"},
-    {file = "tiktoken-0.11.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:669a1aa1ad6ebf1b3c26b45deb346f345da7680f845b5ea700bba45c20dea24c"},
-    {file = "tiktoken-0.11.0-cp39-cp39-win_amd64.whl", hash = "sha256:e363f33c720a055586f730c00e330df4c7ea0024bf1c83a8a9a9dbc054c4f304"},
-    {file = "tiktoken-0.11.0.tar.gz", hash = "sha256:3c518641aee1c52247c2b97e74d8d07d780092af79d5911a6ab5e79359d9b06a"},
-]
-
-[package.dependencies]
-regex = ">=2022.1.18"
-requests = ">=2.26.0"
-
-[package.extras]
-blobfile = ["blobfile (>=2)"]
-
-[[package]]
-name = "tokenizers"
-version = "0.22.1"
-description = ""
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "tokenizers-0.22.1-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:59fdb013df17455e5f950b4b834a7b3ee2e0271e6378ccb33aa74d178b513c73"},
-    {file = "tokenizers-0.22.1-cp39-abi3-macosx_11_0_arm64.whl", hash = "sha256:8d4e484f7b0827021ac5f9f71d4794aaef62b979ab7608593da22b1d2e3c4edc"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19d2962dd28bc67c1f205ab180578a78eef89ac60ca7ef7cbe9635a46a56422a"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:38201f15cdb1f8a6843e6563e6e79f4abd053394992b9bbdf5213ea3469b4ae7"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:d1cbe5454c9a15df1b3443c726063d930c16f047a3cc724b9e6e1a91140e5a21"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:e7d094ae6312d69cc2a872b54b91b309f4f6fbce871ef28eb27b52a98e4d0214"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:afd7594a56656ace95cdd6df4cca2e4059d294c5cfb1679c57824b605556cb2f"},
-    {file = "tokenizers-0.22.1-cp39-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e2ef6063d7a84994129732b47e7915e8710f27f99f3a3260b8a38fc7ccd083f4"},
-    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_aarch64.whl", hash = "sha256:ba0a64f450b9ef412c98f6bcd2a50c6df6e2443b560024a09fa6a03189726879"},
-    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_armv7l.whl", hash = "sha256:331d6d149fa9c7d632cde4490fb8bbb12337fa3a0232e77892be656464f4b446"},
-    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_i686.whl", hash = "sha256:607989f2ea68a46cb1dfbaf3e3aabdf3f21d8748312dbeb6263d1b3b66c5010a"},
-    {file = "tokenizers-0.22.1-cp39-abi3-musllinux_1_2_x86_64.whl", hash = "sha256:a0f307d490295717726598ef6fa4f24af9d484809223bbc253b201c740a06390"},
-    {file = "tokenizers-0.22.1-cp39-abi3-win32.whl", hash = "sha256:b5120eed1442765cd90b903bb6cfef781fd8fe64e34ccaecbae4c619b7b12a82"},
-    {file = "tokenizers-0.22.1-cp39-abi3-win_amd64.whl", hash = "sha256:65fd6e3fb11ca1e78a6a93602490f134d1fdeb13bcef99389d5102ea318ed138"},
-    {file = "tokenizers-0.22.1.tar.gz", hash = "sha256:61de6522785310a309b3407bac22d99c4db5dba349935e99e4d15ea2226af2d9"},
-]
-
-[package.dependencies]
-huggingface-hub = ">=0.16.4,<2.0"
-
-[package.extras]
-dev = ["tokenizers[testing]"]
-docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
-
 [[package]]
 name = "tqdm"
 version = "4.67.1"
@@ -5522,30 +3782,6 @@ notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
 telegram = ["requests"]
 
-[[package]]
-name = "types-awscrt"
-version = "0.27.6"
-description = "Type annotations and code completion for awscrt"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "types_awscrt-0.27.6-py3-none-any.whl", hash = "sha256:18aced46da00a57f02eb97637a32e5894dc5aa3dc6a905ba3e5ed85b9f3c526b"},
-    {file = "types_awscrt-0.27.6.tar.gz", hash = "sha256:9d3f1865a93b8b2c32f137514ac88cb048b5bc438739945ba19d972698995bfb"},
-]
-
-[[package]]
-name = "types-s3transfer"
-version = "0.13.1"
-description = "Type annotations and code completion for s3transfer"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
-    {file = "types_s3transfer-0.13.1-py3-none-any.whl", hash = "sha256:4ff730e464a3fd3785b5541f0f555c1bd02ad408cf82b6b7a95429f6b0d26b4a"},
-    {file = "types_s3transfer-0.13.1.tar.gz", hash = "sha256:ce488d79fdd7d3b9d39071939121eca814ec65de3aa36bdce1f9189c0a61cc80"},
-]
-
 [[package]]
 name = "typing-extensions"
 version = "4.15.0"
@@ -5581,6 +3817,7 @@ description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
+markers = "sys_platform == \"win32\""
 files = [
     {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
@@ -5691,22 +3928,6 @@ files = [
     {file = "win_unicode_console-0.5.zip", hash = "sha256:d4142d4d56d46f449d6f00536a73625a871cba040f0bc1a2e305a04578f07d1e"},
 ]
 
-[[package]]
-name = "win32-setctime"
-version = "1.2.0"
-description = "A small Python utility to set file creation time on Windows"
-optional = false
-python-versions = ">=3.5"
-groups = ["main"]
-markers = "sys_platform == \"win32\""
-files = [
-    {file = "win32_setctime-1.2.0-py3-none-any.whl", hash = "sha256:95d644c4e708aba81dc3704a116d8cbc974d70b3bdb8be1d150e36be6e9d1390"},
-    {file = "win32_setctime-1.2.0.tar.gz", hash = "sha256:ae1fdf948f5640aae05c511ade119313fb6a30d7eabe25fef9764dca5873c4c0"},
-]
-
-[package.extras]
-dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
-
 [[package]]
 name = "winacl"
 version = "0.1.9"
@@ -5813,18 +4034,6 @@ files = [
     {file = "wrapt-1.17.3.tar.gz", hash = "sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0"},
 ]
 
-[[package]]
-name = "xmltodict"
-version = "0.13.0"
-description = "Makes working with XML feel like you are working with JSON"
-optional = false
-python-versions = ">=3.4"
-groups = ["main"]
-files = [
-    {file = "xmltodict-0.13.0-py2.py3-none-any.whl", hash = "sha256:aa89e8fd76320154a40d19a0df04a4695fb9dc5ba977cbb68ab3e4eb225e7852"},
-    {file = "xmltodict-0.13.0.tar.gz", hash = "sha256:341595a488e3e01a85a9d8911d8912fd922ede5fecc4dce437eb4b6c8d037e56"},
-]
-
 [[package]]
 name = "yara-x"
 version = "1.7.1"
@@ -5987,4 +4196,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "ebbc28e743dae98d67f21500258fdac9ef156cdbe2a06adf6f62c8e23d0fd82b"
+content-hash = "34256455122c97f7c7e5050a0f8ffa9fb71b49e7d8c52723d258cc3cf23740ec"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index edd4f82..363f499 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -33,7 +33,6 @@ opentelemetry-sdk = "^1.30.0"
 opentelemetry-instrumentation = "^0.51b0"
 opentelemetry-exporter-zipkin-json = "^1.30.0"
 opentelemetry-exporter-otlp-proto-grpc = "^1.30.0"
-rigging = "^2.2.4"
 pyarrow = "^19.0.1"
 msoffcrypto-tool = "^5.4.2"
 oletools = "^0.60.2"
@@ -43,6 +42,7 @@ dapr-ext-workflow = "1.15.0"
 uvicorn = "^0.37.0"
 dapr-ext-fastapi = "1.15.0"
 durabletask-dapr = "0.2.0a7"
+regipy = "^5.2.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"

From 5f1704ac03ec45b956215edaa310843c2d93a506 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 25 Sep 2025 12:03:30 -0700
Subject: [PATCH 068/279] Frontend support for viewing decrypted cookie/login
 values

- Frontend support for viewing decrypted cookie/login values
---
 .../components/Chromium/ChromiumCookies.jsx   | 41 ++++++++++++-
 .../components/Chromium/ChromiumLogins.jsx    | 60 ++++++++++++++++++-
 2 files changed, 96 insertions(+), 5 deletions(-)

diff --git a/projects/frontend/src/components/Chromium/ChromiumCookies.jsx b/projects/frontend/src/components/Chromium/ChromiumCookies.jsx
index 9b77f6c..8d061ba 100644
--- a/projects/frontend/src/components/Chromium/ChromiumCookies.jsx
+++ b/projects/frontend/src/components/Chromium/ChromiumCookies.jsx
@@ -37,6 +37,19 @@ const Row = React.memo(({ index, style, data }) => {
           </Link>
         </Tooltip>
       </div>
+      <div
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 flex items-center justify-center cursor-pointer select-text transition-colors ${copiedCell === 'is_decrypted' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.is_decrypted ? 'Yes' : 'No', 'is_decrypted')}
+        title="Double-click to copy"
+      >
+        <span className={`inline-flex items-center px-2 py-1 rounded-full text-xs font-medium ${
+          record.is_decrypted
+            ? 'bg-green-100 dark:bg-green-900/30 text-green-800 dark:text-green-300'
+            : 'bg-red-100 dark:bg-red-900/30 text-red-800 dark:text-red-300'
+        }`}>
+          {record.is_decrypted ? 'Yes' : 'No'}
+        </span>
+      </div>
       <div 
         className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
         onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
@@ -325,6 +338,9 @@ const ChromiumCookies = ({ renderActions }) => {
       case 'last_access_utc':
         orderBy.last_access_utc = sortDirection;
         break;
+      case 'is_decrypted':
+        orderBy.is_decrypted = sortDirection;
+        break;
       default:
         orderBy.last_access_utc = sortDirection;
     }
@@ -351,6 +367,8 @@ const ChromiumCookies = ({ renderActions }) => {
               name
               expires_utc
               last_access_utc
+              is_decrypted
+              value_dec
             }
           }
         `,
@@ -388,26 +406,30 @@ const ChromiumCookies = ({ renderActions }) => {
 
       const headers = [
         'Object ID',
-        'Source', 
+        'Decrypted',
+        'Source',
         'Username',
         'Browser',
         'Host Key',
         'Name',
         'Expires UTC',
-        'Last Access UTC'
+        'Last Access UTC',
+        'Value Decrypted'
       ];
 
       const csvContent = [
         headers.join(','),
         ...data.map(record => [
           `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          record.is_decrypted ? 'true' : 'false',
           `"${(record.source || '').replace(/"/g, '""')}"`,
           `"${(record.username || '').replace(/"/g, '""')}"`,
           `"${(record.browser || '').replace(/"/g, '""')}"`,
           `"${(record.host_key || '').replace(/"/g, '""')}"`,
           `"${(record.name || '').replace(/"/g, '""')}"`,
           record.expires_utc ? `"${new Date(record.expires_utc).toISOString()}"` : '""',
-          record.last_access_utc ? `"${new Date(record.last_access_utc).toISOString()}"` : '""'
+          record.last_access_utc ? `"${new Date(record.last_access_utc).toISOString()}"` : '""',
+          `"${(record.value_dec || '').replace(/"/g, '""')}"`
         ].join(','))
       ].join('\n');
 
@@ -526,6 +548,8 @@ const ChromiumCookies = ({ renderActions }) => {
                   name
                   expires_utc
                   last_access_utc
+                  is_decrypted
+                  value_dec
                 }
               }
             `,
@@ -553,6 +577,8 @@ const ChromiumCookies = ({ renderActions }) => {
                   name
                   expires_utc
                   last_access_utc
+                  is_decrypted
+                  value_dec
                 }
               }
             `,
@@ -730,6 +756,15 @@ const ChromiumCookies = ({ renderActions }) => {
         >
           Object ID
         </SortableHeader>
+        <SortableHeader
+          column="is_decrypted"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Decrypted
+        </SortableHeader>
         <SortableHeader
           column="source"
           currentSort={sortColumn}
diff --git a/projects/frontend/src/components/Chromium/ChromiumLogins.jsx b/projects/frontend/src/components/Chromium/ChromiumLogins.jsx
index a3c3ffd..76d43f1 100644
--- a/projects/frontend/src/components/Chromium/ChromiumLogins.jsx
+++ b/projects/frontend/src/components/Chromium/ChromiumLogins.jsx
@@ -37,6 +37,19 @@ const Row = React.memo(({ index, style, data }) => {
           </Link>
         </Tooltip>
       </div>
+      <div
+        className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 flex items-center justify-center cursor-pointer select-text transition-colors ${copiedCell === 'is_decrypted' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.is_decrypted ? 'Yes' : 'No', 'is_decrypted')}
+        title="Double-click to copy"
+      >
+        <span className={`inline-flex items-center px-2 py-1 rounded-full text-xs font-medium ${
+          record.is_decrypted
+            ? 'bg-green-100 dark:bg-green-900/30 text-green-800 dark:text-green-300'
+            : 'bg-red-100 dark:bg-red-900/30 text-red-800 dark:text-red-300'
+        }`}>
+          {record.is_decrypted ? 'Yes' : 'No'}
+        </span>
+      </div>
       <div 
         className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'source' ? 'bg-green-200 dark:bg-green-800' : ''}`}
         onDoubleClick={() => handleCellDoubleClick(record.source, 'source')}
@@ -46,7 +59,7 @@ const Row = React.memo(({ index, style, data }) => {
           <span className="block truncate">{record.source || 'Unknown'}</span>
         </Tooltip>
       </div>
-      <div 
+      <div
         className={`px-2 flex-shrink-0 w-32 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'username' ? 'bg-green-200 dark:bg-green-800' : ''}`}
         onDoubleClick={() => handleCellDoubleClick(record.username, 'username')}
         title="Double-click to copy"
@@ -55,6 +68,15 @@ const Row = React.memo(({ index, style, data }) => {
           <span className="block truncate">{record.username || 'Unknown'}</span>
         </Tooltip>
       </div>
+      <div
+        className={`px-2 flex-shrink-0 w-40 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'password_value_dec' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.password_value_dec, 'password_value_dec')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.password_value_dec || 'Not decrypted'} side="top" align="start">
+          <span className="block truncate font-mono text-xs">{record.password_value_dec || 'N/A'}</span>
+        </Tooltip>
+      </div>
       <div 
         className={`px-2 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'browser' ? 'bg-green-200 dark:bg-green-800' : ''}`}
         onDoubleClick={() => handleCellDoubleClick(record.browser, 'browser')}
@@ -332,6 +354,12 @@ const ChromiumLogins = ({ renderActions }) => {
       case 'times_used':
         orderBy.times_used = sortDirection;
         break;
+      case 'is_decrypted':
+        orderBy.is_decrypted = sortDirection;
+        break;
+      case 'password_value_dec':
+        orderBy.password_value_dec = sortDirection;
+        break;
       default:
         orderBy.times_used = sortDirection;
     }
@@ -358,6 +386,8 @@ const ChromiumLogins = ({ renderActions }) => {
               signon_realm
               username_value
               times_used
+              is_decrypted
+              password_value_dec
             }
           }
         `,
@@ -395,8 +425,10 @@ const ChromiumLogins = ({ renderActions }) => {
 
       const headers = [
         'Object ID',
-        'Source', 
+        'Decrypted',
+        'Source',
         'Username',
+        'Password',
         'Browser',
         'Origin URL',
         'Signon Realm',
@@ -408,8 +440,10 @@ const ChromiumLogins = ({ renderActions }) => {
         headers.join(','),
         ...data.map(record => [
           `"${(record.originating_object_id || '').replace(/"/g, '""')}"`,
+          record.is_decrypted ? 'true' : 'false',
           `"${(record.source || '').replace(/"/g, '""')}"`,
           `"${(record.username || '').replace(/"/g, '""')}"`,
+          `"${(record.password_value_dec || '').replace(/"/g, '""')}"`,
           `"${(record.browser || '').replace(/"/g, '""')}"`,
           `"${(record.origin_url || '').replace(/"/g, '""')}"`,
           `"${(record.signon_realm || '').replace(/"/g, '""')}"`,
@@ -537,6 +571,8 @@ const ChromiumLogins = ({ renderActions }) => {
                   signon_realm
                   username_value
                   times_used
+                  is_decrypted
+                  password_value_dec
                 }
               }
             `,
@@ -564,6 +600,8 @@ const ChromiumLogins = ({ renderActions }) => {
                   signon_realm
                   username_value
                   times_used
+                  is_decrypted
+                  password_value_dec
                 }
               }
             `,
@@ -755,6 +793,15 @@ const ChromiumLogins = ({ renderActions }) => {
         >
           Object ID
         </SortableHeader>
+        <SortableHeader
+          column="is_decrypted"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          Decrypted
+        </SortableHeader>
         <SortableHeader
           column="source"
           currentSort={sortColumn}
@@ -773,6 +820,15 @@ const ChromiumLogins = ({ renderActions }) => {
         >
           Username
         </SortableHeader>
+        <SortableHeader
+          column="password_value_dec"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-40"
+        >
+          Password
+        </SortableHeader>
         <SortableHeader
           column="browser"
           currentSort={sortColumn}

From c86b8dfdc92f57c40f9ceb4b9f87cc37492a9e8a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 13:06:50 -0700
Subject: [PATCH 069/279] severity filter checkboxes

---
 .../components/Findings/FindingsFilters.jsx   | 164 ++++++++++++++----
 1 file changed, 126 insertions(+), 38 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index 5d3aba3..a435b72 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -1,5 +1,6 @@
-import { AlertTriangle, Bot, Filter, Search, ThumbsUp } from 'lucide-react';
-import React, { useEffect, useMemo } from 'react';
+import { AlertTriangle, Bot, Filter, Search, ThumbsUp, ChevronDown } from 'lucide-react';
+import React, { useEffect, useMemo, useRef } from 'react';
+import { createPortal } from 'react-dom';
 import { useSearchParams } from 'react-router-dom';
 
 const FindingsFilters = ({
@@ -30,9 +31,19 @@ const FindingsFilters = ({
         getFilterFromUrl('category', 'all')
     );
 
-    const [severityFilter, setSeverityFilter] = React.useState(() =>
-        convertSeverityFromUrl(getFilterFromUrl('severity', 'all'))
-    );
+    const [severityFilter, setSeverityFilter] = React.useState(() => {
+        const urlSeverity = convertSeverityFromUrl(getFilterFromUrl('severity', 'all'));
+        if (urlSeverity === 'all') {
+            return ['high', 'medium', 'low'];
+        } else {
+            const severityMap = { '7': 'high', '4': 'medium', '0': 'low' };
+            return [severityMap[urlSeverity]];
+        }
+    });
+    const [severityDropdownOpen, setSeverityDropdownOpen] = React.useState(false);
+    const severityDropdownRef = useRef(null);
+    const severityButtonRef = useRef(null);
+    const [dropdownPosition, setDropdownPosition] = React.useState({ top: 0, left: 0 });
 
     const [originFilter, setOriginFilter] = React.useState(() =>
         getFilterFromUrl('origin', '')
@@ -51,21 +62,11 @@ const FindingsFilters = ({
         getFilterFromUrl('object_id', '')
     );
 
-    // Helper function for severity conversion
-    const convertSeverityToUrl = (severityValue) => {
-        const severityMap = {
-            '7': 'high',
-            '4': 'medium',
-            '0': 'low',
-            'all': null
-        };
-        return severityMap[severityValue];
-    };
 
     // Check if any filters are active
     const hasActiveFilters = useMemo(() => {
         return categoryFilter !== 'all' ||
-            severityFilter !== 'all' ||
+            severityFilter.length !== 3 ||
             originFilter !== '' ||
             triageFilter !== 'untriaged_and_actionable' ||
             triageSourceFilter !== 'all' ||
@@ -75,7 +76,7 @@ const FindingsFilters = ({
     // Handle clearing all filters
     const handleClearFilters = () => {
         setCategoryFilter('all');
-        setSeverityFilter('all');
+        setSeverityFilter(['high', 'medium', 'low']);
         setOriginFilter('');
         setTriageFilter('untriaged_and_actionable');
         setTriageSourceFilter('all');
@@ -91,9 +92,12 @@ const FindingsFilters = ({
             newParams.set('category', categoryFilter);
         }
 
-        const severityParam = convertSeverityToUrl(severityFilter);
-        if (severityParam) {
-            newParams.set('severity', severityParam);
+        if (severityFilter.length === 1) {
+            const severityMap = { 'high': 'high', 'medium': 'medium', 'low': 'low' };
+            newParams.set('severity', severityMap[severityFilter[0]]);
+        } else if (severityFilter.length !== 3) {
+            // If not all severities are selected, we need to handle this differently
+            // For now, we'll only handle single selection in URL
         }
 
         if (originFilter) {
@@ -130,11 +134,23 @@ const FindingsFilters = ({
             if (categoryFilter !== 'all' && finding.category !== categoryFilter) return false;
 
             // Severity filter
-            if (severityFilter !== 'all') {
-                const severity = parseInt(severityFilter);
-                if (severity === 7 && finding.severity < 7) return false;
-                if (severity === 4 && (finding.severity >= 7 || finding.severity < 4)) return false;
-                if (severity === 0 && finding.severity >= 4) return false;
+            if (severityFilter.length < 3) {
+                let severityMatch = false;
+                for (const selected of severityFilter) {
+                    if (selected === 'high' && finding.severity >= 7) {
+                        severityMatch = true;
+                        break;
+                    }
+                    if (selected === 'medium' && finding.severity >= 4 && finding.severity < 7) {
+                        severityMatch = true;
+                        break;
+                    }
+                    if (selected === 'low' && finding.severity < 4) {
+                        severityMatch = true;
+                        break;
+                    }
+                }
+                if (!severityMatch) return false;
             }
 
             // Origin filter
@@ -188,7 +204,7 @@ const FindingsFilters = ({
         // Apply sorting
         return filtered.sort((a, b) => {
             let comparison = 0;
-            
+
             switch (sortColumn) {
                 case 'severity':
                     comparison = a.severity - b.severity;
@@ -218,7 +234,7 @@ const FindingsFilters = ({
                 default:
                     comparison = new Date(a.created_at) - new Date(b.created_at);
             }
-            
+
             return sortDirection === 'asc' ? comparison : -comparison;
         });
     }, [findings, categoryFilter, severityFilter, originFilter, triageFilter, triageSourceFilter, objectIdFilter, sortColumn, sortDirection]);
@@ -233,8 +249,53 @@ const FindingsFilters = ({
         setCategoryFilter(e.target.value);
     };
 
-    const handleSeverityChange = (e) => {
-        setSeverityFilter(e.target.value);
+    const handleSeverityToggle = (severity) => {
+        setSeverityFilter(prev => {
+            if (prev.includes(severity)) {
+                const newSelection = prev.filter(s => s !== severity);
+                return newSelection.length === 0 ? ['high', 'medium', 'low'] : newSelection;
+            } else {
+                return [...prev, severity];
+            }
+        });
+    };
+
+    // Close dropdown when clicking outside
+    useEffect(() => {
+        const handleClickOutside = (event) => {
+            if (severityDropdownRef.current && !severityDropdownRef.current.contains(event.target)) {
+                setSeverityDropdownOpen(false);
+            }
+        };
+
+        document.addEventListener('mousedown', handleClickOutside);
+        return () => {
+            document.removeEventListener('mousedown', handleClickOutside);
+        };
+    }, []);
+
+    const getSeverityButtonText = () => {
+        if (severityFilter.length === 3) return 'All Severities';
+        if (severityFilter.length === 0) return 'No Severities';
+        const labels = { high: 'High', medium: 'Medium', low: 'Low' };
+        return severityFilter.map(s => labels[s]).join(', ');
+    };
+
+    const updateDropdownPosition = () => {
+        if (severityButtonRef.current) {
+            const rect = severityButtonRef.current.getBoundingClientRect();
+            setDropdownPosition({
+                top: rect.bottom + window.scrollY,
+                left: rect.left + window.scrollX
+            });
+        }
+    };
+
+    const handleSeverityDropdownToggle = () => {
+        if (!severityDropdownOpen) {
+            updateDropdownPosition();
+        }
+        setSeverityDropdownOpen(!severityDropdownOpen);
     };
 
     const handleOriginChange = (e) => {
@@ -288,17 +349,44 @@ const FindingsFilters = ({
 
                 <div className="flex items-center space-x-2">
                     <AlertTriangle className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
-                    <select
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-                        value={severityFilter}
-                        onChange={handleSeverityChange}
+                    <button
+                        ref={severityButtonRef}
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors"
+                        onClick={handleSeverityDropdownToggle}
                     >
-                        <option value="all">All Severities</option>
-                        <option value="7">High (7-10)</option>
-                        <option value="4">Medium (4-6)</option>
-                        <option value="0">Low (0-3)</option>
-                    </select>
+                        <span>{getSeverityButtonText()}</span>
+                        <ChevronDown className={`w-4 h-4 transition-transform ${severityDropdownOpen ? 'rotate-180' : ''}`} />
+                    </button>
                 </div>
+                {severityDropdownOpen && createPortal(
+                    <div
+                        ref={severityDropdownRef}
+                        className="fixed bg-white dark:bg-dark-secondary border dark:border-gray-700 rounded shadow-lg z-50 min-w-48"
+                        style={{
+                            top: `${dropdownPosition.top}px`,
+                            left: `${dropdownPosition.left}px`
+                        }}
+                    >
+                        <div className="p-2">
+                            {[
+                                { key: 'high', label: 'High (7-10)', color: 'text-red-600 dark:text-red-400' },
+                                { key: 'medium', label: 'Medium (4-6)', color: 'text-orange-600 dark:text-orange-400' },
+                                { key: 'low', label: 'Low (0-3)', color: 'text-yellow-600 dark:text-yellow-400' }
+                            ].map(({ key, label, color }) => (
+                                <label key={key} className="flex items-center space-x-2 p-1 hover:bg-gray-100 dark:hover:bg-gray-600 rounded cursor-pointer">
+                                    <input
+                                        type="checkbox"
+                                        checked={severityFilter.includes(key)}
+                                        onChange={() => handleSeverityToggle(key)}
+                                        className="rounded"
+                                    />
+                                    <span className={`${color} font-medium`}>{label}</span>
+                                </label>
+                            ))}
+                        </div>
+                    </div>,
+                    document.body
+                )}
 
                 <div className="flex items-center space-x-2">
                     <Search className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />

From c8d6ed18f2398a4596dc37a22d4daf587b18f456 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 13:29:12 -0700
Subject: [PATCH 070/279] categories dropdown

---
 .../components/Findings/FindingsFilters.jsx   | 178 ++++++++++++------
 1 file changed, 124 insertions(+), 54 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index a435b72..307a8ce 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -18,32 +18,35 @@ const FindingsFilters = ({
     };
 
     const convertSeverityFromUrl = (urlSeverity) => {
-        const severityMap = {
-            'high': '7',
-            'medium': '4',
-            'low': '0'
-        };
-        return urlSeverity ? (severityMap[urlSeverity] || 'all') : 'all';
+        if (!urlSeverity) return ['high', 'medium', 'low'];
+
+        // Handle comma-separated multiple severities
+        const severities = urlSeverity.split(',').filter(s => ['high', 'medium', 'low'].includes(s.trim()));
+        return severities.length > 0 ? severities : ['high', 'medium', 'low'];
     };
 
     // Initialize state from URL parameters
-    const [categoryFilter, setCategoryFilter] = React.useState(() =>
-        getFilterFromUrl('category', 'all')
-    );
+    const [categoryFilter, setCategoryFilter] = React.useState(() => {
+        const urlCategory = getFilterFromUrl('category', '');
+        if (!urlCategory) return ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'];
 
-    const [severityFilter, setSeverityFilter] = React.useState(() => {
-        const urlSeverity = convertSeverityFromUrl(getFilterFromUrl('severity', 'all'));
-        if (urlSeverity === 'all') {
-            return ['high', 'medium', 'low'];
-        } else {
-            const severityMap = { '7': 'high', '4': 'medium', '0': 'low' };
-            return [severityMap[urlSeverity]];
-        }
+        // Handle comma-separated multiple categories
+        const categories = urlCategory.split(',').filter(c => ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'].includes(c.trim()));
+        return categories.length > 0 ? categories : ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'];
     });
+
+    const [severityFilter, setSeverityFilter] = React.useState(() =>
+        convertSeverityFromUrl(getFilterFromUrl('severity', ''))
+    );
     const [severityDropdownOpen, setSeverityDropdownOpen] = React.useState(false);
     const severityDropdownRef = useRef(null);
     const severityButtonRef = useRef(null);
-    const [dropdownPosition, setDropdownPosition] = React.useState({ top: 0, left: 0 });
+    const [severityDropdownPosition, setSeverityDropdownPosition] = React.useState({ top: 0, left: 0 });
+
+    const [categoryDropdownOpen, setCategoryDropdownOpen] = React.useState(false);
+    const categoryDropdownRef = useRef(null);
+    const categoryButtonRef = useRef(null);
+    const [categoryDropdownPosition, setCategoryDropdownPosition] = React.useState({ top: 0, left: 0 });
 
     const [originFilter, setOriginFilter] = React.useState(() =>
         getFilterFromUrl('origin', '')
@@ -65,7 +68,7 @@ const FindingsFilters = ({
 
     // Check if any filters are active
     const hasActiveFilters = useMemo(() => {
-        return categoryFilter !== 'all' ||
+        return categoryFilter.length !== 6 ||
             severityFilter.length !== 3 ||
             originFilter !== '' ||
             triageFilter !== 'untriaged_and_actionable' ||
@@ -75,7 +78,7 @@ const FindingsFilters = ({
 
     // Handle clearing all filters
     const handleClearFilters = () => {
-        setCategoryFilter('all');
+        setCategoryFilter(['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii']);
         setSeverityFilter(['high', 'medium', 'low']);
         setOriginFilter('');
         setTriageFilter('untriaged_and_actionable');
@@ -88,16 +91,14 @@ const FindingsFilters = ({
         const newParams = new URLSearchParams();
 
         // Only set parameters that aren't default values
-        if (categoryFilter !== 'all') {
-            newParams.set('category', categoryFilter);
+        if (categoryFilter.length < 6) {
+            // Only set URL parameter if not all categories are selected
+            newParams.set('category', categoryFilter.join(','));
         }
 
-        if (severityFilter.length === 1) {
-            const severityMap = { 'high': 'high', 'medium': 'medium', 'low': 'low' };
-            newParams.set('severity', severityMap[severityFilter[0]]);
-        } else if (severityFilter.length !== 3) {
-            // If not all severities are selected, we need to handle this differently
-            // For now, we'll only handle single selection in URL
+        if (severityFilter.length < 3) {
+            // Only set URL parameter if not all severities are selected
+            newParams.set('severity', severityFilter.join(','));
         }
 
         if (originFilter) {
@@ -131,7 +132,7 @@ const FindingsFilters = ({
     const filteredFindings = useMemo(() => {
         const filtered = findings.filter(finding => {
             // Category filter
-            if (categoryFilter !== 'all' && finding.category !== categoryFilter) return false;
+            if (categoryFilter.length < 6 && !categoryFilter.includes(finding.category)) return false;
 
             // Severity filter
             if (severityFilter.length < 3) {
@@ -245,9 +246,6 @@ const FindingsFilters = ({
     }, [filteredFindings, onFilteredDataChange]);
 
     // Filter change handlers
-    const handleCategoryChange = (e) => {
-        setCategoryFilter(e.target.value);
-    };
 
     const handleSeverityToggle = (severity) => {
         setSeverityFilter(prev => {
@@ -260,12 +258,15 @@ const FindingsFilters = ({
         });
     };
 
-    // Close dropdown when clicking outside
+    // Close dropdowns when clicking outside
     useEffect(() => {
         const handleClickOutside = (event) => {
-            if (severityDropdownRef.current && !severityDropdownRef.current.contains(event.target)) {
+            if (severityDropdownRef.current && !severityDropdownRef.current.contains(event.target) && !severityButtonRef.current.contains(event.target)) {
                 setSeverityDropdownOpen(false);
             }
+            if (categoryDropdownRef.current && !categoryDropdownRef.current.contains(event.target) && !categoryButtonRef.current.contains(event.target)) {
+                setCategoryDropdownOpen(false);
+            }
         };
 
         document.addEventListener('mousedown', handleClickOutside);
@@ -281,10 +282,10 @@ const FindingsFilters = ({
         return severityFilter.map(s => labels[s]).join(', ');
     };
 
-    const updateDropdownPosition = () => {
+    const updateSeverityDropdownPosition = () => {
         if (severityButtonRef.current) {
             const rect = severityButtonRef.current.getBoundingClientRect();
-            setDropdownPosition({
+            setSeverityDropdownPosition({
                 top: rect.bottom + window.scrollY,
                 left: rect.left + window.scrollX
             });
@@ -293,11 +294,53 @@ const FindingsFilters = ({
 
     const handleSeverityDropdownToggle = () => {
         if (!severityDropdownOpen) {
-            updateDropdownPosition();
+            updateSeverityDropdownPosition();
         }
         setSeverityDropdownOpen(!severityDropdownOpen);
     };
 
+    const updateCategoryDropdownPosition = () => {
+        if (categoryButtonRef.current) {
+            const rect = categoryButtonRef.current.getBoundingClientRect();
+            setCategoryDropdownPosition({
+                top: rect.bottom + window.scrollY,
+                left: rect.left + window.scrollX
+            });
+        }
+    };
+
+    const handleCategoryDropdownToggle = () => {
+        if (!categoryDropdownOpen) {
+            updateCategoryDropdownPosition();
+        }
+        setCategoryDropdownOpen(!categoryDropdownOpen);
+    };
+
+    const getCategoryButtonText = () => {
+        if (categoryFilter.length === 6) return 'All Categories';
+        if (categoryFilter.length === 0) return 'No Categories';
+        const labels = {
+            credential: 'Credentials',
+            vulnerability: 'Vulnerabilities',
+            yara_match: 'Yara',
+            extracted_hash: 'Extracted Hashes',
+            extracted_data: 'Extracted Data',
+            pii: 'PII'
+        };
+        return categoryFilter.map(c => labels[c]).join(', ');
+    };
+
+    const handleCategoryToggle = (category) => {
+        setCategoryFilter(prev => {
+            if (prev.includes(category)) {
+                const newSelection = prev.filter(c => c !== category);
+                return newSelection.length === 0 ? ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'] : newSelection;
+            } else {
+                return [...prev, category];
+            }
+        });
+    };
+
     const handleOriginChange = (e) => {
         setOriginFilter(e.target.value);
     };
@@ -332,30 +375,57 @@ const FindingsFilters = ({
 
                 <div className="flex items-center space-x-2">
                     <Filter className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
-                    <select
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-                        value={categoryFilter}
-                        onChange={handleCategoryChange}
+                    <button
+                        ref={categoryButtonRef}
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-52"
+                        onClick={handleCategoryDropdownToggle}
                     >
-                        <option value="all">All Categories</option>
-                        <option value="credential">Credentials</option>
-                        <option value="vulnerability">Vulnerabilities</option>
-                        <option value="yara_match">Yara</option>
-                        <option value="extracted_hash">Extracted Hashes</option>
-                        <option value="extracted_data">Extracted Data</option>
-                        <option value="pii">PII</option>
-                    </select>
+                        <span className="truncate flex-1 text-left">{getCategoryButtonText()}</span>
+                        <ChevronDown className={`w-4 h-4 transition-transform flex-shrink-0 ${categoryDropdownOpen ? 'rotate-180' : ''}`} />
+                    </button>
                 </div>
+                {categoryDropdownOpen && createPortal(
+                    <div
+                        ref={categoryDropdownRef}
+                        className="fixed bg-white dark:bg-dark-secondary border dark:border-gray-700 rounded shadow-lg z-50 min-w-64"
+                        style={{
+                            top: `${categoryDropdownPosition.top}px`,
+                            left: `${categoryDropdownPosition.left}px`
+                        }}
+                    >
+                        <div className="p-2">
+                            {[
+                                { key: 'credential', label: 'Credentials' },
+                                { key: 'vulnerability', label: 'Vulnerabilities' },
+                                { key: 'yara_match', label: 'Yara' },
+                                { key: 'extracted_hash', label: 'Extracted Hashes' },
+                                { key: 'extracted_data', label: 'Extracted Data' },
+                                { key: 'pii', label: 'PII' }
+                            ].map(({ key, label }) => (
+                                <label key={key} className="flex items-center space-x-2 p-1 hover:bg-gray-100 dark:hover:bg-gray-600 rounded cursor-pointer">
+                                    <input
+                                        type="checkbox"
+                                        checked={categoryFilter.includes(key)}
+                                        onChange={() => handleCategoryToggle(key)}
+                                        className="rounded"
+                                    />
+                                    <span className="font-medium dark:text-gray-300">{label}</span>
+                                </label>
+                            ))}
+                        </div>
+                    </div>,
+                    document.body
+                )}
 
                 <div className="flex items-center space-x-2">
                     <AlertTriangle className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <button
                         ref={severityButtonRef}
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors"
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-44"
                         onClick={handleSeverityDropdownToggle}
                     >
-                        <span>{getSeverityButtonText()}</span>
-                        <ChevronDown className={`w-4 h-4 transition-transform ${severityDropdownOpen ? 'rotate-180' : ''}`} />
+                        <span className="truncate flex-1 text-left">{getSeverityButtonText()}</span>
+                        <ChevronDown className={`w-4 h-4 transition-transform flex-shrink-0 ${severityDropdownOpen ? 'rotate-180' : ''}`} />
                     </button>
                 </div>
                 {severityDropdownOpen && createPortal(
@@ -363,8 +433,8 @@ const FindingsFilters = ({
                         ref={severityDropdownRef}
                         className="fixed bg-white dark:bg-dark-secondary border dark:border-gray-700 rounded shadow-lg z-50 min-w-48"
                         style={{
-                            top: `${dropdownPosition.top}px`,
-                            left: `${dropdownPosition.left}px`
+                            top: `${severityDropdownPosition.top}px`,
+                            left: `${severityDropdownPosition.left}px`
                         }}
                     >
                         <div className="p-2">

From 95ef8e3d8a6ffe280b86fe622e4e731144c07541 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 13:41:31 -0700
Subject: [PATCH 071/279] update categories filter

---
 .../components/Findings/FindingsFilters.jsx   | 34 +++++++++++--------
 1 file changed, 19 insertions(+), 15 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index 307a8ce..2c242bd 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -28,11 +28,11 @@ const FindingsFilters = ({
     // Initialize state from URL parameters
     const [categoryFilter, setCategoryFilter] = React.useState(() => {
         const urlCategory = getFilterFromUrl('category', '');
-        if (!urlCategory) return ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'];
+        if (!urlCategory) return ['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational'];
 
         // Handle comma-separated multiple categories
-        const categories = urlCategory.split(',').filter(c => ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'].includes(c.trim()));
-        return categories.length > 0 ? categories : ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'];
+        const categories = urlCategory.split(',').filter(c => ['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational'].includes(c.trim()));
+        return categories.length > 0 ? categories : ['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational'];
     });
 
     const [severityFilter, setSeverityFilter] = React.useState(() =>
@@ -68,7 +68,7 @@ const FindingsFilters = ({
 
     // Check if any filters are active
     const hasActiveFilters = useMemo(() => {
-        return categoryFilter.length !== 6 ||
+        return categoryFilter.length !== 8 ||
             severityFilter.length !== 3 ||
             originFilter !== '' ||
             triageFilter !== 'untriaged_and_actionable' ||
@@ -78,7 +78,7 @@ const FindingsFilters = ({
 
     // Handle clearing all filters
     const handleClearFilters = () => {
-        setCategoryFilter(['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii']);
+        setCategoryFilter(['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational']);
         setSeverityFilter(['high', 'medium', 'low']);
         setOriginFilter('');
         setTriageFilter('untriaged_and_actionable');
@@ -91,7 +91,7 @@ const FindingsFilters = ({
         const newParams = new URLSearchParams();
 
         // Only set parameters that aren't default values
-        if (categoryFilter.length < 6) {
+        if (categoryFilter.length < 8) {
             // Only set URL parameter if not all categories are selected
             newParams.set('category', categoryFilter.join(','));
         }
@@ -132,7 +132,7 @@ const FindingsFilters = ({
     const filteredFindings = useMemo(() => {
         const filtered = findings.filter(finding => {
             // Category filter
-            if (categoryFilter.length < 6 && !categoryFilter.includes(finding.category)) return false;
+            if (categoryFilter.length < 8 && !categoryFilter.includes(finding.category)) return false;
 
             // Severity filter
             if (severityFilter.length < 3) {
@@ -317,15 +317,17 @@ const FindingsFilters = ({
     };
 
     const getCategoryButtonText = () => {
-        if (categoryFilter.length === 6) return 'All Categories';
+        if (categoryFilter.length === 8) return 'All Categories';
         if (categoryFilter.length === 0) return 'No Categories';
         const labels = {
             credential: 'Credentials',
-            vulnerability: 'Vulnerabilities',
-            yara_match: 'Yara',
             extracted_hash: 'Extracted Hashes',
             extracted_data: 'Extracted Data',
-            pii: 'PII'
+            vulnerability: 'Vulnerabilities',
+            yara_match: 'Yara',
+            pii: 'PII',
+            misc: 'Misc',
+            informational: 'Informational'
         };
         return categoryFilter.map(c => labels[c]).join(', ');
     };
@@ -334,7 +336,7 @@ const FindingsFilters = ({
         setCategoryFilter(prev => {
             if (prev.includes(category)) {
                 const newSelection = prev.filter(c => c !== category);
-                return newSelection.length === 0 ? ['credential', 'vulnerability', 'yara_match', 'extracted_hash', 'extracted_data', 'pii'] : newSelection;
+                return newSelection.length === 0 ? ['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational'] : newSelection;
             } else {
                 return [...prev, category];
             }
@@ -396,11 +398,13 @@ const FindingsFilters = ({
                         <div className="p-2">
                             {[
                                 { key: 'credential', label: 'Credentials' },
-                                { key: 'vulnerability', label: 'Vulnerabilities' },
-                                { key: 'yara_match', label: 'Yara' },
                                 { key: 'extracted_hash', label: 'Extracted Hashes' },
                                 { key: 'extracted_data', label: 'Extracted Data' },
-                                { key: 'pii', label: 'PII' }
+                                { key: 'vulnerability', label: 'Vulnerabilities' },
+                                { key: 'yara_match', label: 'Yara' },
+                                { key: 'pii', label: 'PII' },
+                                { key: 'misc', label: 'Misc' },
+                                { key: 'informational', label: 'Informational' }
                             ].map(({ key, label }) => (
                                 <label key={key} className="flex items-center space-x-2 p-1 hover:bg-gray-100 dark:hover:bg-gray-600 rounded cursor-pointer">
                                     <input

From 78b8e708d377df5cd0fda7ae34f6d063d052ec7c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 13:56:56 -0700
Subject: [PATCH 072/279] broaden search on findings page

---
 .../components/Findings/FindingsFilters.jsx   | 44 +++++++++++--------
 1 file changed, 26 insertions(+), 18 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index 2c242bd..b70b8c9 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -48,8 +48,8 @@ const FindingsFilters = ({
     const categoryButtonRef = useRef(null);
     const [categoryDropdownPosition, setCategoryDropdownPosition] = React.useState({ top: 0, left: 0 });
 
-    const [originFilter, setOriginFilter] = React.useState(() =>
-        getFilterFromUrl('origin', '')
+    const [searchFilter, setSearchFilter] = React.useState(() =>
+        getFilterFromUrl('search', '')
     );
 
     const [triageFilter, setTriageFilter] = React.useState(() =>
@@ -70,17 +70,17 @@ const FindingsFilters = ({
     const hasActiveFilters = useMemo(() => {
         return categoryFilter.length !== 8 ||
             severityFilter.length !== 3 ||
-            originFilter !== '' ||
+            searchFilter !== '' ||
             triageFilter !== 'untriaged_and_actionable' ||
             triageSourceFilter !== 'all' ||
             objectIdFilter !== '';
-    }, [categoryFilter, severityFilter, originFilter, triageFilter, triageSourceFilter, objectIdFilter]);
+    }, [categoryFilter, severityFilter, searchFilter, triageFilter, triageSourceFilter, objectIdFilter]);
 
     // Handle clearing all filters
     const handleClearFilters = () => {
         setCategoryFilter(['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational']);
         setSeverityFilter(['high', 'medium', 'low']);
-        setOriginFilter('');
+        setSearchFilter('');
         setTriageFilter('untriaged_and_actionable');
         setTriageSourceFilter('all');
         setObjectIdFilter('');
@@ -101,8 +101,8 @@ const FindingsFilters = ({
             newParams.set('severity', severityFilter.join(','));
         }
 
-        if (originFilter) {
-            newParams.set('origin', originFilter);
+        if (searchFilter) {
+            newParams.set('search', searchFilter);
         }
 
         newParams.set('triage_state', triageFilter);
@@ -117,7 +117,7 @@ const FindingsFilters = ({
 
         // Preserve other existing parameters that we don't manage
         for (const [key, value] of searchParams.entries()) {
-            if (!['category', 'severity', 'origin', 'triage_state', 'triage_source', 'object_id'].includes(key)) {
+            if (!['category', 'severity', 'search', 'triage_state', 'triage_source', 'object_id'].includes(key)) {
                 newParams.set(key, value);
             }
         }
@@ -126,7 +126,7 @@ const FindingsFilters = ({
         if (newParams.toString() !== searchParams.toString()) {
             setSearchParams(newParams, { replace: false });
         }
-    }, [categoryFilter, severityFilter, originFilter, triageFilter, triageSourceFilter, objectIdFilter, setSearchParams, searchParams]);
+    }, [categoryFilter, severityFilter, searchFilter, triageFilter, triageSourceFilter, objectIdFilter, setSearchParams, searchParams]);
 
     // Memoized filtered and sorted findings calculation
     const filteredFindings = useMemo(() => {
@@ -154,8 +154,16 @@ const FindingsFilters = ({
                 if (!severityMatch) return false;
             }
 
-            // Origin filter
-            if (originFilter && !finding.origin_name.toLowerCase().includes(originFilter.toLowerCase())) return false;
+            // Multi-field search filter
+            if (searchFilter) {
+                const searchLower = searchFilter.toLowerCase();
+                const matchesName = finding.finding_name.toLowerCase().includes(searchLower);
+                const matchesCategory = finding.category.toLowerCase().includes(searchLower);
+                const matchesOrigin = finding.origin_name.toLowerCase().includes(searchLower);
+                const matchesFilePath = finding.files_enriched?.path?.toLowerCase().includes(searchLower) || false;
+
+                if (!matchesName && !matchesCategory && !matchesOrigin && !matchesFilePath) return false;
+            }
 
             // Object ID filter
             if (objectIdFilter && finding.object_id.toString() !== objectIdFilter) return false;
@@ -238,7 +246,7 @@ const FindingsFilters = ({
 
             return sortDirection === 'asc' ? comparison : -comparison;
         });
-    }, [findings, categoryFilter, severityFilter, originFilter, triageFilter, triageSourceFilter, objectIdFilter, sortColumn, sortDirection]);
+    }, [findings, categoryFilter, severityFilter, searchFilter, triageFilter, triageSourceFilter, objectIdFilter, sortColumn, sortDirection]);
 
     // Notify parent component of filtered data changes
     useEffect(() => {
@@ -343,8 +351,8 @@ const FindingsFilters = ({
         });
     };
 
-    const handleOriginChange = (e) => {
-        setOriginFilter(e.target.value);
+    const handleSearchChange = (e) => {
+        setSearchFilter(e.target.value);
     };
 
     const handleTriageStateChange = (e) => {
@@ -466,10 +474,10 @@ const FindingsFilters = ({
                     <Search className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <input
                         type="text"
-                        placeholder="Filter by origin"
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 w-40"
-                        value={originFilter}
-                        onChange={handleOriginChange}
+                        placeholder="Search name/category/origin/path"
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 w-64"
+                        value={searchFilter}
+                        onChange={handleSearchChange}
                     />
                 </div>
 

From 4edd6ff70f1b99f7ebb1a98b9a4d2174236437d3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 15:41:47 -0700
Subject: [PATCH 073/279] fix mk:guid pair API response

---
 projects/file_enrichment/file_enrichment/routes/dpapi.py        | 2 +-
 .../frontend/src/components/Dpapi/DpapiSubmitCredential.jsx     | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 6932e69..618cfb1 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -193,7 +193,7 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
 
     return {
         "status": "success",
-        "type": "dec_master_key",
+        "type": "master_key_guid_pair",
         "added": processed_guids,
         "already_exists": existing_guids,
     }
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 30c2dc6..2e21fbd 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -324,7 +324,7 @@ const DpapiSubmitCredential = () => {
             </div>
           )}
 
-          {/* Master Key Data - For dec_master_key */}
+          {/* Master Key Data - For master_key_guid_pair */}
           {isStructuredValue && (
             <div>
               <label htmlFor="master-key-data" className="block text-sm font-medium text-gray-700 dark:text-gray-300 mb-1">

From e23c44fd7d65f65c6b8206149e9dce893fad0719 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 15:43:15 -0700
Subject: [PATCH 074/279] reorder search boxes to match table

---
 .../src/components/FileList/FileList.jsx      | 38 +++++++++----------
 1 file changed, 19 insertions(+), 19 deletions(-)

diff --git a/projects/frontend/src/components/FileList/FileList.jsx b/projects/frontend/src/components/FileList/FileList.jsx
index c78f93e..b2958bd 100644
--- a/projects/frontend/src/components/FileList/FileList.jsx
+++ b/projects/frontend/src/components/FileList/FileList.jsx
@@ -166,7 +166,7 @@ const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange
   const maxVisiblePages = 7;
   const startPage = Math.max(1, currentPage - Math.floor(maxVisiblePages / 2));
   const endPage = Math.min(totalPages, startPage + maxVisiblePages - 1);
-  
+
   const pageNumbers = [];
   for (let i = startPage; i <= endPage; i++) {
     pageNumbers.push(i);
@@ -209,7 +209,7 @@ const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange
             >
               <ChevronLeft className="h-5 w-5" />
             </button>
-            
+
             {startPage > 1 && (
               <>
                 <button
@@ -225,7 +225,7 @@ const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange
                 )}
               </>
             )}
-            
+
             {pageNumbers.map((page) => (
               <button
                 key={page}
@@ -239,7 +239,7 @@ const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange
                 {page}
               </button>
             ))}
-            
+
             {endPage < totalPages && (
               <>
                 {endPage < totalPages - 1 && (
@@ -255,7 +255,7 @@ const PaginationControls = ({ currentPage, totalPages, totalCount, onPageChange
                 </button>
               </>
             )}
-            
+
             <button
               onClick={() => onPageChange(currentPage + 1)}
               disabled={currentPage === totalPages}
@@ -282,7 +282,7 @@ const FileList = () => {
   const selectedRowRef = useRef(null);
   const lastDirection = useRef('down');
   const { username } = useUser();
-  
+
   // Pagination state
   const [currentPage, setCurrentPage] = useState(1);
   const [totalCount, setTotalCount] = useState(0);
@@ -324,13 +324,13 @@ const FileList = () => {
   const handleRowClick = (e, file, index) => {
     if (isTriageMode) {
       const actualIndex = isPaginated ? (currentPage - 1) * PAGE_SIZE + index : index;
-      
+
       if (e.shiftKey && selectedIndex !== -1) {
         // For paginated mode, only allow shift selection within current page
         if (isPaginated) {
           const pageStartIndex = (currentPage - 1) * PAGE_SIZE;
           const pageEndIndex = Math.min(pageStartIndex + PAGE_SIZE, totalCount);
-          
+
           if (selectedIndex >= pageStartIndex && selectedIndex < pageEndIndex) {
             const start = Math.min(selectedIndex - pageStartIndex, index);
             const end = Math.max(selectedIndex - pageStartIndex, index);
@@ -382,7 +382,7 @@ const FileList = () => {
   // Build where clause for queries
   const buildWhereClause = () => {
     const conditions = [];
-    
+
     // Base condition for files
     conditions.push({
       _or: [
@@ -460,7 +460,7 @@ const FileList = () => {
   // Build order by clause
   const buildOrderByClause = () => {
     const orderBy = {};
-    
+
     switch (sortColumn) {
       case 'agent_id':
         orderBy.agent_id = sortDirection;
@@ -486,7 +486,7 @@ const FileList = () => {
       default:
         orderBy.timestamp = sortDirection;
     }
-    
+
     return orderBy;
   };
 
@@ -787,7 +787,7 @@ const FileList = () => {
     const fetchData = async () => {
       setIsLoading(true);
       setError(null);
-      
+
       try {
         // First, get the count
         const countQuery = {
@@ -1074,11 +1074,11 @@ const FileList = () => {
             <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
             <input
               type="text"
-              placeholder="Filter by path (e.g. *.txt)"
+              placeholder="Filter by source"
               className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-              value={pathFilter}
+              value={sourceFilter}
               onChange={(e) => {
-                setPathFilter(e.target.value);
+                setSourceFilter(e.target.value);
                 setCurrentPage(1);
               }}
             />
@@ -1088,11 +1088,11 @@ const FileList = () => {
             <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
             <input
               type="text"
-              placeholder="Filter by source"
+              placeholder="Filter by path (e.g. *.txt)"
               className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
-              value={sourceFilter}
+              value={pathFilter}
               onChange={(e) => {
-                setSourceFilter(e.target.value);
+                setPathFilter(e.target.value);
                 setCurrentPage(1);
               }}
             />
@@ -1359,7 +1359,7 @@ const FileList = () => {
               </AutoSizer>
             </div>
           )}
-          
+
           {/* Pagination controls */}
           {isPaginated && (
             <PaginationControls

From c4e6cc0ed1c5a883bfc6e926533c155b04ebe233 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 16:19:12 -0700
Subject: [PATCH 075/279] fix tag search

---
 projects/frontend/src/components/FileList/FileList.jsx | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/projects/frontend/src/components/FileList/FileList.jsx b/projects/frontend/src/components/FileList/FileList.jsx
index b2958bd..0104368 100644
--- a/projects/frontend/src/components/FileList/FileList.jsx
+++ b/projects/frontend/src/components/FileList/FileList.jsx
@@ -433,7 +433,7 @@ const FileList = () => {
     }
 
     if (selectedTag) {
-      conditions.push({ file_tags: { _contains: selectedTag } });
+      conditions.push({ file_tags: { _contains: [selectedTag] } });
     }
 
     if (viewFilter !== 'all') {

From df076e943c60df0eecb3124d3b9633cb2aa899b1 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 16:49:02 -0700
Subject: [PATCH 076/279] minor file upload page changes

---
 CHANGELOG.md                                  |   3 +
 .../src/components/FileUpload/FileUpload.tsx  | 113 +++++++++++-------
 2 files changed, 76 insertions(+), 40 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ed3b9ff..92dc777 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,7 +18,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Adaptation of @Dreadnode's .NET reversing agent to `agents`
 - "chromium" standard library in ./libs/ for parsing Chromium based files
 - "nemesis_dpapi" library in ./libs/ for handling DPAPI related data/decryption
+  - Includes in-memory storage of keys as well as postgres
+  - Allows subscriptions to react to DPAPI-related events (e.g. new backup key, new plaintext masterkey, etc.)
 - `registry_hive` parsing module that extracts bootkeys + local accounts + lsa secrets from linked hives
+- Refactored file enrichment web API code to be more modular
 - API route to submit DPAPI credential material
 - Auto-building API documents for ./docs/api.md from the FastAPI routes in `web_api` container
 - Documentation for "Containers" and LLM functionality
diff --git a/projects/frontend/src/components/FileUpload/FileUpload.tsx b/projects/frontend/src/components/FileUpload/FileUpload.tsx
index 6138ca9..d9f28cd 100644
--- a/projects/frontend/src/components/FileUpload/FileUpload.tsx
+++ b/projects/frontend/src/components/FileUpload/FileUpload.tsx
@@ -125,7 +125,7 @@ const FileListItem: React.FC<{
           return <FolderArchive className="h-4 w-4 text-gray-500" />;
       }
     }
-    
+
     switch (status) {
       case 'uploading':
         return <Loader2 className="h-4 w-4 animate-spin text-blue-500" />;
@@ -231,6 +231,7 @@ const FileUpload: React.FC = () => {
   const [fileStatuses, setFileStatuses] = useState<FileUploadStatus[]>([]);
   const [filePath, setFilePath] = useState('');
   const [source, setSource] = useState('');
+  const [sourceType, setSourceType] = useState('Host');
   const [project, setProject] = useState(contextProject);
   const [isDragging, setIsDragging] = useState(false);
   const [isUploading, setIsUploading] = useState(false);
@@ -302,14 +303,14 @@ const FileUpload: React.FC = () => {
   const handleDrop = useCallback(async (e: React.DragEvent) => {
     e.preventDefault();
     setIsDragging(false);
-    
+
     // Clear previously uploaded files before adding new ones
     setFileStatuses(prev => prev.filter(fs => fs.status !== 'success'));
-    
+
     const items = Array.from(e.dataTransfer.items);
     const regularFiles: File[] = [];
     const folders: FileSystemDirectoryEntry[] = [];
-    
+
     // Separate files and folders
     for (const item of items) {
       if (item.kind === 'file') {
@@ -326,18 +327,18 @@ const FileUpload: React.FC = () => {
         }
       }
     }
-    
+
     // Add regular files
     if (regularFiles.length > 0) {
       addFiles(regularFiles);
     }
-    
+
     // Process folders
     for (const folder of folders) {
       try {
         // Create a placeholder file for the folder compression
         const placeholderFile = new File([], `${folder.name}.zip`, { type: 'application/zip' });
-        
+
         const folderStatus: FileUploadStatus = {
           file: placeholderFile,
           status: 'pending',
@@ -345,9 +346,9 @@ const FileUpload: React.FC = () => {
           isFolder: true,
           folderName: folder.name
         };
-        
+
         setFileStatuses(prev => [...prev, folderStatus]);
-        
+
         // Store the folder entry for later compression
         (folderStatus as any).folderEntry = folder;
       } catch (err) {
@@ -380,16 +381,16 @@ const FileUpload: React.FC = () => {
   const uploadContainer = async (fileStatus: FileUploadStatus, index: number): Promise<void> => {
     const { folderName } = fileStatus;
     const folderEntry = (fileStatus as any).folderEntry as FileSystemDirectoryEntry;
-    
+
     if (!folderEntry || !folderName) {
       throw new Error('Invalid folder data');
     }
-    
+
     // Update status to compressing
     setFileStatuses(prev => prev.map((fs, i) =>
       i === index ? { ...fs, status: 'compressing', progress: 0 } : fs
     ));
-    
+
     try {
       // Compress the folder
       const compressionResult = await folderCompressor.compressFolder(folderEntry, {
@@ -401,16 +402,16 @@ const FileUpload: React.FC = () => {
           ));
         }
       });
-      
+
       // Update the file status with the compressed blob
-      const compressedFile = new File([compressionResult.blob], `${folderName}.zip`, { 
-        type: 'application/zip' 
+      const compressedFile = new File([compressionResult.blob], `${folderName}.zip`, {
+        type: 'application/zip'
       });
-      
+
       setFileStatuses(prev => prev.map((fs, i) =>
         i === index ? { ...fs, file: compressedFile, status: 'uploading', progress: 0 } : fs
       ));
-      
+
       // Prepare expiration
       let expiration: Date;
       if (dataExpirationDate) {
@@ -419,22 +420,23 @@ const FileUpload: React.FC = () => {
         expiration = new Date();
         expiration.setDate(expiration.getDate() + parseInt(dataExpirationDays));
       }
-      
+
       // Prepare form data for regular file upload
       const formData = new FormData();
       formData.append('file', compressedFile);
-      
+
+      const finalSource = source ? (sourceType === 'Host' ? `host://${source}` : source) : undefined;
       const metadata = {
         agent_id: username,
-        source: source || undefined,
+        source: finalSource,
         project,
         timestamp: new Date().toISOString(),
         expiration: expiration.toISOString(),
         path: getFormattedPath(filePath, `${folderName}.zip`)
       };
-      
+
       formData.append('metadata', JSON.stringify(metadata));
-      
+
       // Simulate progress (since fetch doesn't provide upload progress by default)
       const progressInterval = setInterval(() => {
         setFileStatuses(prev => prev.map((fs, i) => {
@@ -444,21 +446,21 @@ const FileUpload: React.FC = () => {
           return fs;
         }));
       }, 200);
-      
+
       // Upload to regular files endpoint
       const response = await fetch('/api/files', {
         method: 'POST',
         body: formData,
       });
-      
+
       clearInterval(progressInterval);
-      
+
       if (!response.ok) {
         throw new Error(`Upload failed: ${response.statusText}`);
       }
-      
+
       const result = await response.json() as UploadResponse;
-      
+
       // Update status to success
       setFileStatuses(prev => prev.map((fs, i) =>
         i === index ? {
@@ -468,12 +470,12 @@ const FileUpload: React.FC = () => {
           objectId: result.object_id
         } : fs
       ));
-      
+
       setSuccessCount(prev => prev + 1);
-      
+
     } catch (err) {
       const errorMessage = err instanceof Error ? err.message : 'Upload failed';
-      
+
       // Update status to error
       setFileStatuses(prev => prev.map((fs, i) =>
         i === index ? {
@@ -488,7 +490,7 @@ const FileUpload: React.FC = () => {
 
   const uploadFile = async (fileStatus: FileUploadStatus, index: number): Promise<void> => {
     const { file, isFolder } = fileStatus;
-    
+
     // If it's a folder, use the container upload
     if (isFolder) {
       return uploadContainer(fileStatus, index);
@@ -511,9 +513,10 @@ const FileUpload: React.FC = () => {
       const formData = new FormData();
       formData.append('file', file);
 
+      const finalSource = source ? (sourceType === 'Host' ? `host://${source}` : source) : undefined;
       const metadata = {
         agent_id: username,
-        source: source || undefined,
+        source: finalSource,
         project,
         timestamp: new Date().toISOString(),
         expiration: expiration.toISOString(),
@@ -685,13 +688,43 @@ const FileUpload: React.FC = () => {
               placeholder="C:\Folder\ or /folder/"
             />
 
-            <InputField
-              icon={MapPin}
-              label="Source"
-              value={source}
-              onChange={(e) => setSource(e.target.value)}
-              placeholder="host://HOSTNAME or https://domain.com"
-            />
+            <div>
+              <div className="flex items-center gap-2 mb-1">
+                <label className="block text-sm font-medium text-gray-700 dark:text-gray-300">
+                  Source
+                </label>
+              </div>
+              <div className="flex gap-2">
+                <div className="relative">
+                  <div className="absolute inset-y-0 left-0 pl-3 flex items-center pointer-events-none">
+                    <MapPin className="h-5 w-5 text-gray-400" />
+                  </div>
+                  <select
+                    value={sourceType}
+                    onChange={(e) => setSourceType(e.target.value)}
+                    className="pl-10 pr-3 py-2 border rounded-md dark:bg-gray-800 dark:border-gray-600 dark:text-gray-200 focus:outline-none focus:ring-2 focus:ring-blue-500 appearance-none bg-white min-w-[120px]"
+                  >
+                    <option value="Host">Host</option>
+                    <option value="URL">URL</option>
+                    <option value="Other">Other</option>
+                  </select>
+                  <div className="absolute inset-y-0 right-0 pr-2 flex items-center pointer-events-none">
+                    <svg className="h-4 w-4 text-gray-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                      <path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M19 9l-7 7-7-7" />
+                    </svg>
+                  </div>
+                </div>
+                <div className="flex-1">
+                  <input
+                    type="text"
+                    value={source}
+                    onChange={(e) => setSource(e.target.value)}
+                    className="w-full px-3 py-2 border rounded-md dark:bg-gray-800 dark:border-gray-600 dark:text-gray-200 focus:outline-none focus:ring-2 focus:ring-blue-500"
+                    placeholder={sourceType === 'Host' ? 'Hostname/IP address' : sourceType === 'URL' ? 'https://example.com' : `${sourceType.toLowerCase()}://value`}
+                  />
+                </div>
+              </div>
+            </div>
 
             <InputField
               icon={Folder}
@@ -706,7 +739,7 @@ const FileUpload: React.FC = () => {
               icon={Clock}
               label="Expiration Time"
               value={expirationTime}
-              tooltip="Change in 'Settings' at the top right."
+              tooltip="Date when the data expires and Nemesis will delete it (configurable on the Settings page)."
               readOnly
             />
           </div>

From d67e5aa3a71d0872976fa31e9b80e1a829758304 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 16:55:10 -0700
Subject: [PATCH 077/279] ellipsis+tooltip for finding name/category/origin

---
 .../src/components/Findings/FindingModal.jsx  | 10 ++--
 .../src/components/Findings/Table.jsx         | 53 ++++++++++++++++---
 2 files changed, 51 insertions(+), 12 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingModal.jsx b/projects/frontend/src/components/Findings/FindingModal.jsx
index c8aeb73..af1d992 100644
--- a/projects/frontend/src/components/Findings/FindingModal.jsx
+++ b/projects/frontend/src/components/Findings/FindingModal.jsx
@@ -19,13 +19,13 @@ const FindingModal = ({
 
   if (!isOpen || !finding) return null;
 
-  const parsedData = finding.data ? 
-    (typeof finding.data === 'string' ? JSON.parse(finding.data) : finding.data) 
+  const parsedData = finding.data ?
+    (typeof finding.data === 'string' ? JSON.parse(finding.data) : finding.data)
     : { type: 'string', data: 'No data available' };
-  
+
   // Handle case where data is an array (common format) - take first element
   let findingData = Array.isArray(parsedData) ? parsedData[0] : parsedData;
-  
+
   // Handle double JSON encoding - if findingData is still a string, parse it again
   if (typeof findingData === 'string') {
     try {
@@ -35,7 +35,7 @@ const FindingModal = ({
       findingData = { type: 'string', data: findingData };
     }
   }
-  
+
   const readableData = findingData.type === 'finding_summary'
     ? { type: 'string', data: findingData.metadata.summary }
     : findingData;
diff --git a/projects/frontend/src/components/Findings/Table.jsx b/projects/frontend/src/components/Findings/Table.jsx
index 48455df..40fc349 100644
--- a/projects/frontend/src/components/Findings/Table.jsx
+++ b/projects/frontend/src/components/Findings/Table.jsx
@@ -7,9 +7,9 @@ import { useFileNavigation } from './navigation';
 const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
   const isActive = currentSort === column;
   const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
-  
+
   return (
-    <div 
+    <div
       className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-2 py-2 ${className}`}
       onClick={() => onSort(column, nextDirection)}
     >
@@ -165,13 +165,52 @@ export const TableRow = React.memo(({ index, style, data }) => {
                 {new Date(finding.created_at).toLocaleString()}
             </div>
             <div className="flex-shrink-0 w-48 text-sm text-gray-500 dark:text-gray-400 text-left">
-                {finding.finding_name}
+                <Tooltip
+                    content={finding.finding_name}
+                    side="top"
+                    sideOffset={10}
+                    align="left"
+                    alignOffset={-35}
+                    avoidCollisions={true}
+                    maxWidth="full"
+                    onClick={(e) => e.stopPropagation()}
+                >
+                    <div className="overflow-hidden text-ellipsis whitespace-nowrap">
+                        {finding.finding_name}
+                    </div>
+                </Tooltip>
             </div>
             <div className="flex-shrink-0 w-40 text-sm text-gray-500 dark:text-gray-400 text-left">
-                {finding.category}
+                <Tooltip
+                    content={finding.category}
+                    side="top"
+                    sideOffset={10}
+                    align="left"
+                    alignOffset={-35}
+                    avoidCollisions={true}
+                    maxWidth="full"
+                    onClick={(e) => e.stopPropagation()}
+                >
+                    <div className="overflow-hidden text-ellipsis whitespace-nowrap">
+                        {finding.category}
+                    </div>
+                </Tooltip>
             </div>
             <div className="flex-shrink-0 w-40 text-sm text-gray-500 dark:text-gray-400 text-left">
-                {finding.origin_name}
+                <Tooltip
+                    content={finding.origin_name}
+                    side="top"
+                    sideOffset={10}
+                    align="left"
+                    alignOffset={-35}
+                    avoidCollisions={true}
+                    maxWidth="full"
+                    onClick={(e) => e.stopPropagation()}
+                >
+                    <div className="overflow-hidden text-ellipsis whitespace-nowrap">
+                        {finding.origin_name}
+                    </div>
+                </Tooltip>
             </div>
             <div className="flex-grow min-w-[300px] text-sm text-gray-500 dark:text-gray-400 text-left relative truncate">
                 <Tooltip
@@ -256,7 +295,7 @@ const TriageActions = ({ finding, handleTriage, triageStates }) => (
             <div className="flex items-center justify-center">
                 {finding.finding_triage_histories.length > 0 &&
                     finding.finding_triage_histories[0].automated ? (
-                    <Tooltip 
+                    <Tooltip
                         content={
                             <>
                                 {finding.finding_triage_histories[0].explanation || "No explanation provided"}
@@ -264,7 +303,7 @@ const TriageActions = ({ finding, handleTriage, triageStates }) => (
                                     <span> (confidence: <strong>{finding.finding_triage_histories[0].confidence}</strong>)</span>
                                 )}
                             </>
-                        } 
+                        }
                         side="top"
                     >
                         <span>

From be726d1ad0a63dcb236a7c3ca7ac89ceba1bbcd5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 17:17:09 -0700
Subject: [PATCH 078/279] change default FileList view to All, add viewed
 indicator

---
 projects/frontend/src/components/FileList/FileList.jsx | 9 ++++++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/projects/frontend/src/components/FileList/FileList.jsx b/projects/frontend/src/components/FileList/FileList.jsx
index 0104368..520e6c8 100644
--- a/projects/frontend/src/components/FileList/FileList.jsx
+++ b/projects/frontend/src/components/FileList/FileList.jsx
@@ -117,7 +117,10 @@ const Row = React.memo(({ index, style, data }) => {
           {file.findingsByObjectId_aggregate.aggregate.count || 0}
         </span>
       </div>
-      <div className="px-6 flex-grow text-sm text-gray-500 dark:text-gray-400 truncate text-left">
+      <div className="px-6 flex-grow text-sm text-gray-500 dark:text-gray-400 truncate text-left relative">
+        {!file.files_view_histories?.some(h => h.username === username) && (
+          <div className="absolute left top-1/2 transform -translate-y-1/2 w-1.5 h-1.5 bg-blue-400 opacity-60 rounded-full" title="Unviewed by you"></div>
+        )}
         <Tooltip
           content={
             <div onClick={handleTooltipClick} className="select-text">
@@ -128,7 +131,7 @@ const Row = React.memo(({ index, style, data }) => {
           align="start"
           maxWidth="full"
         >
-          <span>{file.path}</span>
+          <span className="ml-3">{file.path}</span>
         </Tooltip>
       </div>
     </div>
@@ -295,7 +298,7 @@ const FileList = () => {
   const [objectIdFilter, setObjectIdFilter] = useState(() => searchParams.get('object_id') || '');
   const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'timestamp');
   const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'desc');
-  const [viewFilter, setViewFilter] = useState(() => searchParams.get('view_state') || 'unviewed_by_me');
+  const [viewFilter, setViewFilter] = useState(() => searchParams.get('view_state') || 'all');
   const [showOnlyWithFindings, setShowOnlyWithFindings] = useState(false);
 
   const [availableTags, setAvailableTags] = useState([]);

From 73f8afc41b716443af0f0b50f07a18a24ae3aa58 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 18:14:18 -0700
Subject: [PATCH 079/279] update FileList search

---
 CHANGELOG.md                                           | 1 +
 projects/frontend/src/components/FileList/FileList.jsx | 3 ++-
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 92dc777..ea4dedb 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -25,6 +25,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - API route to submit DPAPI credential material
 - Auto-building API documents for ./docs/api.md from the FastAPI routes in `web_api` container
 - Documentation for "Containers" and LLM functionality
+- Changed default FileList view to All Files, added unviewed indicator dot, and change search default to always include wildcards.
 
 ### Changed
 
diff --git a/projects/frontend/src/components/FileList/FileList.jsx b/projects/frontend/src/components/FileList/FileList.jsx
index 520e6c8..b8fc4b5 100644
--- a/projects/frontend/src/components/FileList/FileList.jsx
+++ b/projects/frontend/src/components/FileList/FileList.jsx
@@ -432,7 +432,8 @@ const FileList = () => {
     }
 
     if (pathFilter) {
-      conditions.push({ path: { _ilike: pathFilter.replace(/\*/g, '%') } });
+      const searchValue = pathFilter.includes('*') ? pathFilter : `*${pathFilter}*`;
+      conditions.push({ path: { _ilike: searchValue.replace(/\*/g, '%') } });
     }
 
     if (selectedTag) {

From d46bff63f38e72ee8e13c88280dbf688a2eeeb22 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 25 Sep 2025 20:16:03 -0700
Subject: [PATCH 080/279] Updated `chromium` docs

-Updated `chromium` docs
---
 docs/chromium.md                     | 179 ++++++++-------------------
 docs/images/chromium-cookies-tab.png | Bin 599815 -> 648424 bytes
 docs/images/chromium-logins-tab.png  | Bin 293823 -> 317976 bytes
 3 files changed, 50 insertions(+), 129 deletions(-)

diff --git a/docs/chromium.md b/docs/chromium.md
index 7dc0d19..4eea9b1 100644
--- a/docs/chromium.md
+++ b/docs/chromium.md
@@ -6,49 +6,16 @@ Nemesis includes comprehensive support for analyzing Chromium-based browser data
 
 Nemesis currently analyzes the following Chromium data sources:
 
-| Data Type    | File Source      | Purpose                                                                      |
-| ------------ | ---------------- | ---------------------------------------------------------------------------- |
-| History      | `History`        | Extracts browsing history including URLs, titles, visit counts, and timestamps |
-| Downloads    | `History`        | Extracts download history with file paths, URLs, and download metadata     |
-| Logins       | `Login Data`     | Extracts saved login credentials including usernames and encrypted passwords |
-| Cookies      | `Cookies`        | Extracts browser cookies with domain, name, value, and expiration data     |
-| State Keys   | `Local State`    | Extracts OS encryption keys used to decrypt passwords and sensitive data   |
+| Data Type  | File Source   | Purpose                                                                        |
+| ---------- | ------------- | ------------------------------------------------------------------------------ |
+| History    | `History`     | Extracts browsing history including URLs, titles, visit counts, and timestamps |
+| Downloads  | `History`     | Extracts download history with file paths, URLs, and download metadata         |
+| Logins     | `Login Data`  | Extracts saved login credentials including usernames and passwords             |
+| Cookies    | `Cookies`     | Extracts browser cookies with domain, name, value, and expiration data         |
+| State Keys | `Local State` | Extracts OS encryption keys used to decrypt passwords and sensitive data       |
 
-## File Enrichment Modules
 
-### Chromium History Parser
-
-The `chromium_history` enrichment module automatically processes Chromium `History` database files. It uses YARA rules to detect valid Chromium History databases and extracts both browsing history and download records.
-
-**Detection Criteria:**
-- Files containing `CREATE TABLE downloads_url_chains` and `CREATE TABLE downloads_slices` strings
-- SQLite database format with standard Chromium History schema
-
-### Chromium Login Data Parser
-
-The `chromium_logins` enrichment module processes Chromium `Login Data` database files to extract saved login credentials.
-
-**Detection Criteria:**
-- Files containing `CREATE TABLE logins` string
-- SQLite database format with standard Chromium Login Data schema
-
-### Chromium Cookies Parser
-
-The `chromium_cookies` enrichment module processes Chromium `Cookies` database files to extract browser cookies.
-
-**Detection Criteria:**
-- Files containing `CREATE TABLE cookies` string
-- SQLite database format with standard Chromium Cookies schema
-
-### Chromium Local State Parser
-
-The `chromium_localstate` enrichment module processes Chromium `Local State` JSON files to extract OS encryption keys and browser state information.
-
-**Detection Criteria:**
-- JSON files containing `os_crypt` configuration data
-- Standard Chromium Local State file format
-
-## The Nemesis Web Interface
+## Chrome Web Tab
 
 ### Chromium Data Viewer
 
@@ -58,56 +25,65 @@ The Nemesis frontend provides a dedicated Chromium interface accessible through
 
 The History tab displays extracted browsing history with searchable and filterable tables. Each entry includes:
 
-- **URL**: The visited website URL
+- **Object ID**: The object_id from the originating file
+- **Source**: the "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Browser**: Browser name, extracted from file path context
 - **Title**: Page title as recorded by the browser
-- **Visit Count**: Number of times the URL was visited
+- **Visits**: Number of times the URL was visited
 - **Last Visit**: Timestamp of most recent visit
-- **Username/Browser**: Extracted from file path context
+- **URL**: The visited website URL
 
 ![Chromium History Tab](images/chromium-history-tab.png)
 
-Users can:
-- Search across all history fields
-- Filter by date ranges
-- Sort by any column
-- Export results to CSV format
-- Copy individual entries or entire result sets
-
 ### Downloads Tab
 
 The Downloads tab shows extracted download history with detailed information about each downloaded file:
 
-- **Download URL**: Original source URL of the downloaded file
-- **File Path**: Local file system path where file was saved
-- **File Size**: Size of downloaded file
-- **Download Date**: When the download completed
-- **Username/Browser**: Context from file path
+- **Object ID**: The object_id from the originating file
+- **Source**: the "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Browser**: Browser name, extracted from file path context
+- **URL**: Original source URL of the downloaded file
+- **End Time**: Time the download ended
+- **Download Path**: Path the file was downloaded to on the host
 
 ![Chromium Downloads Tab](images/chromium-downloads-tab.png)
 
 ### Logins Tab
 
-The Logins tab displays extracted login credentials with sensitive information appropriately handled:
+The Logins tab displays extracted login credentials:
 
+- **Object ID**: The object_id from the originating file
+- **Decrypted**: Yes/No indication if the login entry has been decrypted (by a state key) or not
+- **Source**: the "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Password**: Plaintext value of the password (if decrypted)
+- **Browser**: Browser name, extracted from file path context
+- **Login Name**: Extracted login name for the login data entry (NOT the host-based path username of the Login Data file)
+- **Times Used**: Number of times the login entry has been used
+- **Signon Realm**: Extracted signon realm for the login entry
 - **Origin URL**: Website where credentials were saved
-- **Username**: Login username or email address
-- **Password Status**: Indicates if password is encrypted or decrypted
-- **Date Created**: When credentials were first saved
-- **Username/Browser**: Context from file path
 
 ![Chromium Logins Tab](images/chromium-logins-tab.png)
 
-**Security Note**: Passwords are stored encrypted and require additional decryption steps using extracted state keys.
-
 ### Cookies Tab
 
-The Cookies tab provides access to extracted browser cookies with comprehensive details:
+The Cookies tab provides access to extracted browser cookies:
 
+- **Object ID**: The object_id from the originating file
+- **Decrypted**: Yes/No indication if the coookie has been decrypted (by a state key) or not
+- **Source**: the "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Password**: Plaintext value of the password (if decrypted)
+- **Browser**: Browser name, extracted from file path context
 - **Host Key**: Domain or host the cookie belongs to
-- **Cookie Name**: Name identifier of the cookie
-- **Cookie Value**: Encrypted or plaintext cookie value
-- **Expiration**: Cookie expiration date
-- **Security Flags**: HttpOnly, Secure, SameSite attributes
+- **Expires UTC**: Time (in UTC) the cookie value expires
+- **Last Access UTC**: Time (in UTC) the cookie value was last uased
+- **Name**: Name identifier of the cookie
+
+**Note**: If the cookie value has been decrypted, click "Download CSV" to download the currently filtered/viewable
+cookies on the page *including* decrypted values.
 
 ![Chromium Cookies Tab](images/chromium-cookies-tab.png)
 
@@ -115,15 +91,15 @@ The Cookies tab provides access to extracted browser cookies with comprehensive
 
 The State Keys tab displays OS encryption keys used by Chromium to protect sensitive data:
 
-- **Master Key GUID**: Windows DPAPI master key identifier
-- **Encrypted Key**: Base64-encoded encrypted key material
-- **Key Purpose**: Intended use (typically password encryption)
-- **Username/Browser**: Context from file path
+- **Object ID**: The object_id from the originating file
+- **Source**: the "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Browser**: Browser name, extracted from file path context
+- **Key Decrypted**: If the pre-v127 Chromium local state encryption key has been decrypted
+- **App Bound Key Decrypted**: If the post-v127 Chromium App-bound encryption key has been decrypted
 
 ![Chromium State Keys Tab](images/chromium-state-keys-tab.png)
 
-**Security Note**: These keys are essential for decrypting saved passwords and other encrypted browser data.
-
 ## Data Export and Analysis
 
 ### CSV Export Functionality
@@ -141,58 +117,3 @@ Individual records or entire result sets can be copied to clipboard:
 - **Single Row**: Double-click any table row to copy all fields
 - **Multiple Rows**: Select rows and use Ctrl+C (or Cmd+C on Mac)
 - **Filtered Results**: Copy button will copy all currently visible records
-
-## Database Schema
-
-Chromium data is stored in dedicated PostgreSQL tables under the `chromium` schema:
-
-### chromium.history
-- Stores browsing history records with URLs, titles, and visit metadata
-- Links to originating file via `originating_object_id`
-- Includes extracted username and browser context
-
-### chromium.downloads
-- Contains download history with file paths and source URLs
-- Tracks download completion status and file metadata
-- Preserves original download timestamps
-
-### chromium.logins
-- Stores login credential records with encrypted passwords
-- Includes origin URLs and username values
-- Requires state keys for password decryption
-
-### chromium.cookies
-- Contains browser cookies with domain and security attributes
-- Stores both session and persistent cookies
-- Includes expiration and security flag information
-
-### chromium.state_keys
-- Stores OS encryption keys for browser data protection
-- Contains DPAPI master key GUIDs and encrypted key material
-- Essential for decrypting saved passwords and sensitive data
-
-## Security Considerations
-
-### Password Decryption
-
-Chromium passwords are encrypted using OS-level protection mechanisms:
-
-- **Windows**: Uses DPAPI (Data Protection API) with user context
-- **macOS**: Uses Keychain Services for encryption key management
-- **Linux**: Uses various backends including libsecret or plain storage
-
-Decryption requires:
-1. Access to the user's OS encryption context
-2. Corresponding state keys from `Local State` files
-3. Appropriate decryption libraries and tools
-
-### Data Sensitivity
-
-Chromium analysis reveals highly sensitive information:
-
-- **Browsing History**: Can expose visited websites and user behavior patterns
-- **Saved Credentials**: Contains usernames and encrypted passwords for websites
-- **Cookies**: May include authentication tokens and session identifiers
-- **Downloads**: Shows downloaded files and their original sources
-
-Always handle extracted Chromium data with appropriate security controls and access restrictions.
\ No newline at end of file
diff --git a/docs/images/chromium-cookies-tab.png b/docs/images/chromium-cookies-tab.png
index 2731f5f1b4391e629facce4080e9ab022de10e2d..b0d95e3bad93c028b812f72b8ab4a0d833546f36 100644
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From e3d6367a4d567557bdfd9f64603bad920ae2aedf Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 25 Sep 2025 20:16:30 -0700
Subject: [PATCH 081/279] Collapsed "Project Name" + "Expiration Time" to same
 line

- Collapsed "Project Name" + "Expiration Time" to same line in upload interface
---
 .../src/components/FileUpload/FileUpload.tsx  | 37 +++++++++++--------
 1 file changed, 21 insertions(+), 16 deletions(-)

diff --git a/projects/frontend/src/components/FileUpload/FileUpload.tsx b/projects/frontend/src/components/FileUpload/FileUpload.tsx
index d9f28cd..b395cd7 100644
--- a/projects/frontend/src/components/FileUpload/FileUpload.tsx
+++ b/projects/frontend/src/components/FileUpload/FileUpload.tsx
@@ -726,22 +726,27 @@ const FileUpload: React.FC = () => {
               </div>
             </div>
 
-            <InputField
-              icon={Folder}
-              label="Project Name"
-              required
-              value={project}
-              onChange={(e) => setProject(e.target.value)}
-              placeholder="Enter project name (e.g. ASSESS-123)"
-            />
-
-            <InputField
-              icon={Clock}
-              label="Expiration Time"
-              value={expirationTime}
-              tooltip="Date when the data expires and Nemesis will delete it (configurable on the Settings page)."
-              readOnly
-            />
+            <div className="flex gap-4">
+              <div className="flex-1">
+                <InputField
+                  icon={Folder}
+                  label="Project Name"
+                  required
+                  value={project}
+                  onChange={(e) => setProject(e.target.value)}
+                  placeholder="Enter project name (e.g. ASSESS-123)"
+                />
+              </div>
+              <div className="flex-1">
+                <InputField
+                  icon={Clock}
+                  label="Expiration Time"
+                  value={expirationTime}
+                  tooltip="Date when the data expires and Nemesis will delete it (configurable on the Settings page)."
+                  readOnly
+                />
+              </div>
+            </div>
           </div>
 
           {error && (

From 017674b3129d09234a4df1de79f8c69bebfc5967 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 21:14:30 -0700
Subject: [PATCH 082/279] add dpapi system data

---
 libs/nemesis_dpapi/tests/test_core.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index a06c58f..48bf0ac 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -24,6 +24,7 @@ masterkey_entries = """
 
 dpapi_system_secret_hex = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
 dpapi_system_secret_bytes = bytes.fromhex(dpapi_system_secret_hex)
+dpapi_system_machine_user_key_hex = dpapi_system_secret_hex[8:] # Skip version header
 dpapi_system_machine_key_hex = "dcfd03644f501805c189e15e9367b01415dea75a"
 dpapi_system_user_key_hex = "4e25d96d26879ded571f5d48a6887455d28f66f5"
 

From cfaec147913ee501cc0c1535adf188292f418392 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 21:45:45 -0700
Subject: [PATCH 083/279] rename dpapi analyzer

---
 .../file_enrichment_modules/dpapi/analyzer.py | 142 ------------------
 .../dpapi/dpapi_helpers.py                    | 133 ----------------
 2 files changed, 275 deletions(-)
 delete mode 100644 libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
 delete mode 100644 libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
deleted file mode 100644
index 19db87b..0000000
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/analyzer.py
+++ /dev/null
@@ -1,142 +0,0 @@
-# enrichment_modules/dpapi/analyzer.py
-import asyncio
-
-import structlog
-import yara_x
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
-from common.state_helpers import get_file_enriched
-from common.storage import StorageMinio
-from dapr.clients import DaprClient
-from file_enrichment_modules.dpapi.dpapi_helpers import carve_dpapi_blobs_from_file
-from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import Blob, DpapiManager
-
-logger = structlog.get_logger(module=__name__)
-
-
-class DPAPIAnalyzer(EnrichmentModule):
-    def __init__(self, standalone: bool = False):
-        super().__init__("dpapi_analyzer")
-        self.storage = StorageMinio()
-        self.dapr_client = DaprClient()
-        self.size_limit = 50000000  # only check the first 50 megs for DPAPI blobs, for performance
-        self.max_blobs = 100
-        self.dpapi_manager: DpapiManager | None = None
-        # the workflows this module should automatically run in
-        self.workflows = ["default"]
-
-        # Yara rule to check for DPAPI blob content
-        self.yara_rule = yara_x.compile("""
-rule has_dpapi_blob
-{
-    strings:
-        $dpapi_header = { 01 00 00 00 D0 8C 9D DF 01 15 D1 11 8C 7A 00 C0 4F C2 97 EB }
-        $dpapi_header_b64_1 = "AAAA0Iyd3wEV0RGMegDAT8KX6"
-        $dpapi_header_b64_2 = "AQAAANCMnd8BFdERjHoAwE/Cl+"
-        $dpapi_header_b64_3 = "EAAADQjJ3fARXREYx6AMBPwpfr"
-    condition:
-        $dpapi_header or $dpapi_header_b64_1 or $dpapi_header_b64_2 or $dpapi_header_b64_3
-}
-        """)
-
-    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
-        """Check if this file should be processed by scanning for DPAPI blobs.
-
-        Args:
-            object_id: The object ID of the file
-            file_path: Optional path to already downloaded file
-        """
-        file_enriched = get_file_enriched(object_id)
-        if file_enriched.size > self.size_limit:
-            logger.warning(
-                f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
-            )
-
-        if file_path:
-            # Use provided file path - read only the needed bytes
-            with open(file_path, "rb") as f:
-                num_bytes = min(file_enriched.size, self.size_limit)
-                file_bytes = f.read(num_bytes)
-        else:
-            # Fallback to downloading the file itself
-            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
-
-        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
-        return should_run
-
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
-        """Process file in either workflow or standalone mode.
-
-        Args:
-            object_id: The object ID of the file
-            file_path: Optional path to already downloaded file
-        """
-        try:
-            file_enriched = get_file_enriched(object_id)
-
-            enrichment_result = EnrichmentResult(module_name=self.name)
-
-            # TODO: handle carving _large_ dpapi blobs + uploading to the datalake
-
-            if file_path:
-                # Use provided file path (if file already downloaded)
-                carved_blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
-            else:
-                # Fallback to downloading the file itself
-                with self.storage.download(file_enriched.object_id) as temp_file:
-                    carved_blobs = asyncio.run(
-                        carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
-                    )
-
-            for carved_blob in carved_blobs:
-                try:
-                    dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
-                    del carved_blob["dpapi_blob_raw"]  # because of result serialization
-                    carved_blob_dec = asyncio.run(self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw)))
-
-                    if carved_blob_dec:
-                        logger.warning(
-                            "Successfully decrypted blob", masterkey_guid=carved_blob["dpapi_master_key_guid"]
-                        )
-                        # TODO: handle this?
-                except Exception:
-                    logger.warning(f"Unable to decrypt DPAPI blob: {carved_blob['dpapi_master_key_guid']}")
-
-            masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
-
-            if carved_blobs:
-                summary_markdown = f"""
-# DPAPI Blobs Found : {len(carved_blobs)}
-# Masterkey GUIDs
-List of unique masterkey GUIDs associated with the found blobs:
-```text
-{"\n".join(masterkey_guids)}
-```
-"""
-                enrichment_result.results = {"blobs": carved_blobs}
-
-                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
-
-                finding = Finding(
-                    category=FindingCategory.EXTRACTED_DATA,
-                    finding_name="dpapi_data",
-                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                    origin_name=self.name,
-                    object_id=file_enriched.object_id,
-                    severity=5,
-                    raw_data=enrichment_result.results,
-                    data=[display_data],
-                )
-
-                enrichment_result.findings = [finding]
-
-                return enrichment_result
-
-        except Exception as e:
-            logger.exception(e, message="Error in DPAPI process()")
-
-
-def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
-    """Factory function that creates the analyzer in either standalone or service mode."""
-    return DPAPIAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
deleted file mode 100644
index 55dbfa2..0000000
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi/dpapi_helpers.py
+++ /dev/null
@@ -1,133 +0,0 @@
-import base64
-
-import structlog
-from impacket.dpapi import DPAPI_BLOB
-from impacket.uuid import bin_to_string
-from pydantic import BaseModel
-
-logger = structlog.get_logger(module=__name__)
-
-
-class ParsedDpapiBlob(BaseModel):
-    dpapi_master_key_guid: str | None = str
-    dpapi_data_b64: str | None = None
-    dpapi_blob_raw: bytes | None = None
-    success: bool = False  # true/false if parsing was successful or not
-
-
-async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
-    """Async Helper that parses a single DPAPI blob to a dict of {dpapi_master_key_guid, dpapi_data_b64}"""
-
-    parsed_blob = ParsedDpapiBlob()
-
-    # it's a bit tricky to carve _just_ the DPAPI blob, but this is how:
-    blob = DPAPI_BLOB(blob_bytes)
-    if blob.rawData is not None:
-        blob.rawData = blob.rawData[: len(blob.getData())]
-        parsed_blob.dpapi_master_key_guid = bin_to_string(blob["GuidMasterKey"]).lower()
-        parsed_blob.dpapi_data_b64 = base64.b64encode(blob.rawData).decode("utf-8")
-        parsed_blob.dpapi_blob_raw = blob.rawData
-        parsed_blob.success = True
-
-    return parsed_blob
-
-
-async def carve_dpapi_blobs_from_bytes(
-    raw_bytes: bytes, file_name: str = "", object_id: str = ""
-) -> list[ParsedDpapiBlob]:
-    """
-    Helper that _just_ carves raw DPAPI blobs from bytes,
-    returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
-    """
-    dpapi_blobs = list()
-    dpapi_signature = b"\x01\x00\x00\x00\xd0\x8c\x9d\xdf\x01\x15\xd1\x11\x8c\x7a\x00\xc0\x4f\xc2\x97\xeb"
-
-    # The following are potential base64 representations of the DPAPI provider GUID
-    #   Generated by putting dpapiProviderGuid into the script here: https://www.leeholmes.com/blog/2017/09/21/searching-for-content-in-base-64-strings/
-    dpapi_b64_signatures = [b"AAAA0Iyd3wEV0RGMegDAT8KX6", b"AQAAANCMnd8BFdERjHoAwE/Cl+", b"EAAADQjJ3fARXREYx6AMBPwpfr"]
-
-    current_pos = 0
-    loc = raw_bytes.find(dpapi_signature)
-    while loc != -1:
-        current_pos = loc
-        # parse the blob so we get the masterkey GUID and carve the data into one blob
-        try:
-            blob = await parse_dpapi_blob(raw_bytes[current_pos:])
-            if not blob.success:
-                if file_name != "" and object_id != "":
-                    await logger.awarning(
-                        "carve_dpapi_blobs_from_bytes: blob.rawData is None",
-                        file_name=file_name,
-                        object_id=object_id,
-                    )
-                else:
-                    await logger.awarning(
-                        "carve_dpapi_blobs_from_bytes: blob.rawData is None"
-                    )
-                current_pos += 1
-            elif blob.dpapi_data_b64:
-                current_pos += len(base64.b64decode(blob.dpapi_data_b64))
-                dpapi_blobs.append(blob)
-        except Exception as e:
-            if file_name != "":
-                await logger.awarning(f"exception parsing file {file_name} for dpapi blobs: {e}")
-            else:
-                await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
-            return dpapi_blobs
-        loc = raw_bytes.find(dpapi_signature, current_pos)
-
-    # check for our b64 signatures
-    for dpapi_b64_signature in dpapi_b64_signatures:
-        loc = raw_bytes.find(dpapi_b64_signature, current_pos)
-        while loc != -1:
-            end_loc = loc
-            # try to check for the end of the base64 string
-            for i in range(loc, len(raw_bytes)):
-                if (
-                    raw_bytes[i]
-                    not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/="
-                ):
-                    end_loc = i
-                    break
-            if end_loc != loc:
-                try:
-                    dpapi_blob_raw = base64.b64decode(raw_bytes[loc:end_loc])
-                    blob = await parse_dpapi_blob(dpapi_blob_raw)
-                    current_pos += end_loc - loc
-                    if not blob.success:
-                        await logger.awarning(
-                            "carve_dpapi_blobs: blob.rawData is None",
-                            file_name=file_name,
-                            object_id=object_id,
-                        )
-                    elif blob.dpapi_data_b64:
-                        dpapi_blobs.append(blob)
-                except Exception as e:
-                    if file_name != "":
-                        await logger.awarning(f"exception parsing file {file_name} for b64dpapi blobs: {e}")
-                    else:
-                        await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
-                    return dpapi_blobs
-            loc = raw_bytes.find(dpapi_b64_signature, current_pos)
-
-    return dpapi_blobs
-
-
-async def carve_dpapi_blobs_from_file(
-    file_name: str, object_id: str = "", max_blobs: int = 1000
-) -> list[dict]:
-    """
-    Helper that _just_ carves raw DPAPI blobs from a file,
-    returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
-    """
-
-    dpapi_blobs = list()
-    chunk_size = 512000
-
-    with open(file_name, "rb") as f:
-        # chunking to handle large files
-        while chunk := f.read(chunk_size):
-            blobs = await carve_dpapi_blobs_from_bytes(chunk, file_name, object_id)
-            dpapi_blobs += [blob.model_dump() for blob in blobs[:max_blobs]]
-
-    return dpapi_blobs

From eeb6e198c73f5f52a1916f1b6595a107c32dc5b5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 25 Sep 2025 23:19:48 -0700
Subject: [PATCH 084/279] more strict masterkey validation

---
 .../file_enrichment_modules/dpapi_masterkey/analyzer.py  | 9 ++++++---
 libs/nemesis_dpapi/nemesis_dpapi/core.py                 | 7 +++++++
 libs/nemesis_dpapi/tests/test_core.py                    | 6 +++---
 3 files changed, 16 insertions(+), 6 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index eebdcfd..5f88961 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -39,13 +39,16 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         """
         file_enriched = get_file_enriched(object_id)
 
-        # Check file size - masterkey files are typically small (few KB)
-        if file_enriched.size > 10000:  # 10KB limit
+        # Check file size - masterkey files are typically small (usually less than 2KB)
+        if file_enriched.size > 2048:
             return False
 
         # Check if filename matches GUID pattern
         file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
-        return self.guid_pattern.match(file_name_lower) is not None
+        if self.guid_pattern.match(file_name_lower):
+            return True
+
+
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 4e1f0f8..29e0954 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -318,7 +318,14 @@ class MasterKeyFile(BaseModel):
         header = struct.unpack(header_format, data[:header_size])
 
         version = header[0]
+        if version != 2:
+            raise ValueError(f"Unsupported masterkey file version: {version}")
+
+        if header[1] not in (0, 1):
+            raise ValueError(f"Invalid fModified value: {header[1]}")
+
         modified = bool(header[1])
+
         # Skip szFilePath (header[2]) - invalid on disk
         guid_bytes = header[3]
         policy = header[4]
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 48bf0ac..4b59670 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -24,7 +24,7 @@ masterkey_entries = """
 
 dpapi_system_secret_hex = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
 dpapi_system_secret_bytes = bytes.fromhex(dpapi_system_secret_hex)
-dpapi_system_machine_user_key_hex = dpapi_system_secret_hex[8:] # Skip version header
+dpapi_system_machine_user_key_hex = dpapi_system_secret_hex[8:]  # Skip version header
 dpapi_system_machine_key_hex = "dcfd03644f501805c189e15e9367b01415dea75a"
 dpapi_system_user_key_hex = "4e25d96d26879ded571f5d48a6887455d28f66f5"
 
@@ -118,7 +118,7 @@ class TestMasterKeyFile:
 
         header = struct.pack(
             "<III80sIIIIIIIII",
-            1,  # version
+            2,  # version
             0,  # modified
             0,  # szFilePath
             "{12345678-1234-5678-9abc-123456789abc}".encode("utf-16le").ljust(80, b"\x00"),  # guid
@@ -163,7 +163,7 @@ class TestMasterKeyFile:
 
         header = struct.pack(
             "<III80sIIIIIIIII",
-            1,  # version
+            2,  # version
             0,  # modified
             0,  # szFilePath
             guid_padded,  # guid

From 6951f3a386a7eb0fa2f66ce4310868b06652cad7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 26 Sep 2025 08:51:51 -0700
Subject: [PATCH 085/279] update workspace, add files

---
 .vscode/nemesis.code-workspace                |  12 ++
 .../dpapi_blob/analyzer.py                    | 142 ++++++++++++++++++
 .../dpapi_blob/dpapi_helpers.py               | 133 ++++++++++++++++
 3 files changed, 287 insertions(+)
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py

diff --git a/.vscode/nemesis.code-workspace b/.vscode/nemesis.code-workspace
index 179f4d8..a5a935c 100644
--- a/.vscode/nemesis.code-workspace
+++ b/.vscode/nemesis.code-workspace
@@ -12,6 +12,10 @@
             "path": "../infra",
             "name": "infra"
         },
+        {
+            "path": "../libs/chromium",
+            "name": "libs → chromium"
+        },
         {
             "path": "../libs/common",
             "name": "libs → common"
@@ -20,6 +24,14 @@
             "path": "../libs/file_enrichment_modules",
             "name": "libs → file_enrichment_modules",
         },
+        {
+            "path": "../libs/file_linking",
+            "name": "libs → file_linking"
+        },
+        {
+            "path": "../libs/nemesis_dpapi",
+            "name": "libs → nemesis_dpapi"
+        },
         {
             "path": "../projects/alerting",
             "name": "projects → alerting"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
new file mode 100644
index 0000000..9f49a75
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -0,0 +1,142 @@
+# enrichment_modules/dpapi/analyzer.py
+import asyncio
+
+import structlog
+import yara_x
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.clients import DaprClient
+from file_enrichment_modules.dpapi_blob.dpapi_helpers import carve_dpapi_blobs_from_file
+from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import Blob, DpapiManager
+
+logger = structlog.get_logger(module=__name__)
+
+
+class DpapiBlobAnalyzer(EnrichmentModule):
+    def __init__(self, standalone: bool = False):
+        super().__init__("dpapi_analyzer")
+        self.storage = StorageMinio()
+        self.dapr_client = DaprClient()
+        self.size_limit = 50000000  # only check the first 50 megs for DPAPI blobs, for performance
+        self.max_blobs = 100
+        self.dpapi_manager: DpapiManager | None = None
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+        # Yara rule to check for DPAPI blob content
+        self.yara_rule = yara_x.compile("""
+rule has_dpapi_blob
+{
+    strings:
+        $dpapi_header = { 01 00 00 00 D0 8C 9D DF 01 15 D1 11 8C 7A 00 C0 4F C2 97 EB }
+        $dpapi_header_b64_1 = "AAAA0Iyd3wEV0RGMegDAT8KX6"
+        $dpapi_header_b64_2 = "AQAAANCMnd8BFdERjHoAwE/Cl+"
+        $dpapi_header_b64_3 = "EAAADQjJ3fARXREYx6AMBPwpfr"
+    condition:
+        $dpapi_header or $dpapi_header_b64_1 or $dpapi_header_b64_2 or $dpapi_header_b64_3
+}
+""")
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Check if this file should be processed by scanning for DPAPI blobs.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        file_enriched = get_file_enriched(object_id)
+        if file_enriched.size > self.size_limit:
+            logger.warning(
+                f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
+            )
+
+        if file_path:
+            # Use provided file path - read only the needed bytes
+            with open(file_path, "rb") as f:
+                num_bytes = min(file_enriched.size, self.size_limit)
+                file_bytes = f.read(num_bytes)
+        else:
+            # Fallback to downloading the file itself
+            num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+            file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        return should_run
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file in either workflow or standalone mode.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            enrichment_result = EnrichmentResult(module_name=self.name)
+
+            # TODO: handle carving _large_ dpapi blobs + uploading to the datalake
+
+            if file_path:
+                # Use provided file path (if file already downloaded)
+                carved_blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
+            else:
+                # Fallback to downloading the file itself
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    carved_blobs = asyncio.run(
+                        carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
+                    )
+
+            for carved_blob in carved_blobs:
+                try:
+                    dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
+                    del carved_blob["dpapi_blob_raw"]  # because of result serialization
+                    carved_blob_dec = asyncio.run(self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw)))
+
+                    if carved_blob_dec:
+                        logger.warning(
+                            "Successfully decrypted blob", masterkey_guid=carved_blob["dpapi_master_key_guid"]
+                        )
+                        # TODO: handle this?
+                except Exception:
+                    logger.warning(f"Unable to decrypt DPAPI blob: {carved_blob['dpapi_master_key_guid']}")
+
+            masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
+
+            if carved_blobs:
+                summary_markdown = f"""
+# DPAPI Blobs Found : {len(carved_blobs)}
+# Masterkey GUIDs
+List of unique masterkey GUIDs associated with the found blobs:
+```text
+{"\n".join(masterkey_guids)}
+```
+"""
+                enrichment_result.results = {"blobs": carved_blobs}
+
+                display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
+
+                finding = Finding(
+                    category=FindingCategory.EXTRACTED_DATA,
+                    finding_name="dpapi_data",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name=self.name,
+                    object_id=file_enriched.object_id,
+                    severity=5,
+                    raw_data=enrichment_result.results,
+                    data=[display_data],
+                )
+
+                enrichment_result.findings = [finding]
+
+                return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message="Error in DPAPI process()")
+
+
+def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
+    """Factory function that creates the analyzer in either standalone or service mode."""
+    return DpapiBlobAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
new file mode 100644
index 0000000..55dbfa2
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -0,0 +1,133 @@
+import base64
+
+import structlog
+from impacket.dpapi import DPAPI_BLOB
+from impacket.uuid import bin_to_string
+from pydantic import BaseModel
+
+logger = structlog.get_logger(module=__name__)
+
+
+class ParsedDpapiBlob(BaseModel):
+    dpapi_master_key_guid: str | None = str
+    dpapi_data_b64: str | None = None
+    dpapi_blob_raw: bytes | None = None
+    success: bool = False  # true/false if parsing was successful or not
+
+
+async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
+    """Async Helper that parses a single DPAPI blob to a dict of {dpapi_master_key_guid, dpapi_data_b64}"""
+
+    parsed_blob = ParsedDpapiBlob()
+
+    # it's a bit tricky to carve _just_ the DPAPI blob, but this is how:
+    blob = DPAPI_BLOB(blob_bytes)
+    if blob.rawData is not None:
+        blob.rawData = blob.rawData[: len(blob.getData())]
+        parsed_blob.dpapi_master_key_guid = bin_to_string(blob["GuidMasterKey"]).lower()
+        parsed_blob.dpapi_data_b64 = base64.b64encode(blob.rawData).decode("utf-8")
+        parsed_blob.dpapi_blob_raw = blob.rawData
+        parsed_blob.success = True
+
+    return parsed_blob
+
+
+async def carve_dpapi_blobs_from_bytes(
+    raw_bytes: bytes, file_name: str = "", object_id: str = ""
+) -> list[ParsedDpapiBlob]:
+    """
+    Helper that _just_ carves raw DPAPI blobs from bytes,
+    returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
+    """
+    dpapi_blobs = list()
+    dpapi_signature = b"\x01\x00\x00\x00\xd0\x8c\x9d\xdf\x01\x15\xd1\x11\x8c\x7a\x00\xc0\x4f\xc2\x97\xeb"
+
+    # The following are potential base64 representations of the DPAPI provider GUID
+    #   Generated by putting dpapiProviderGuid into the script here: https://www.leeholmes.com/blog/2017/09/21/searching-for-content-in-base-64-strings/
+    dpapi_b64_signatures = [b"AAAA0Iyd3wEV0RGMegDAT8KX6", b"AQAAANCMnd8BFdERjHoAwE/Cl+", b"EAAADQjJ3fARXREYx6AMBPwpfr"]
+
+    current_pos = 0
+    loc = raw_bytes.find(dpapi_signature)
+    while loc != -1:
+        current_pos = loc
+        # parse the blob so we get the masterkey GUID and carve the data into one blob
+        try:
+            blob = await parse_dpapi_blob(raw_bytes[current_pos:])
+            if not blob.success:
+                if file_name != "" and object_id != "":
+                    await logger.awarning(
+                        "carve_dpapi_blobs_from_bytes: blob.rawData is None",
+                        file_name=file_name,
+                        object_id=object_id,
+                    )
+                else:
+                    await logger.awarning(
+                        "carve_dpapi_blobs_from_bytes: blob.rawData is None"
+                    )
+                current_pos += 1
+            elif blob.dpapi_data_b64:
+                current_pos += len(base64.b64decode(blob.dpapi_data_b64))
+                dpapi_blobs.append(blob)
+        except Exception as e:
+            if file_name != "":
+                await logger.awarning(f"exception parsing file {file_name} for dpapi blobs: {e}")
+            else:
+                await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
+            return dpapi_blobs
+        loc = raw_bytes.find(dpapi_signature, current_pos)
+
+    # check for our b64 signatures
+    for dpapi_b64_signature in dpapi_b64_signatures:
+        loc = raw_bytes.find(dpapi_b64_signature, current_pos)
+        while loc != -1:
+            end_loc = loc
+            # try to check for the end of the base64 string
+            for i in range(loc, len(raw_bytes)):
+                if (
+                    raw_bytes[i]
+                    not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/="
+                ):
+                    end_loc = i
+                    break
+            if end_loc != loc:
+                try:
+                    dpapi_blob_raw = base64.b64decode(raw_bytes[loc:end_loc])
+                    blob = await parse_dpapi_blob(dpapi_blob_raw)
+                    current_pos += end_loc - loc
+                    if not blob.success:
+                        await logger.awarning(
+                            "carve_dpapi_blobs: blob.rawData is None",
+                            file_name=file_name,
+                            object_id=object_id,
+                        )
+                    elif blob.dpapi_data_b64:
+                        dpapi_blobs.append(blob)
+                except Exception as e:
+                    if file_name != "":
+                        await logger.awarning(f"exception parsing file {file_name} for b64dpapi blobs: {e}")
+                    else:
+                        await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
+                    return dpapi_blobs
+            loc = raw_bytes.find(dpapi_b64_signature, current_pos)
+
+    return dpapi_blobs
+
+
+async def carve_dpapi_blobs_from_file(
+    file_name: str, object_id: str = "", max_blobs: int = 1000
+) -> list[dict]:
+    """
+    Helper that _just_ carves raw DPAPI blobs from a file,
+    returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
+    """
+
+    dpapi_blobs = list()
+    chunk_size = 512000
+
+    with open(file_name, "rb") as f:
+        # chunking to handle large files
+        while chunk := f.read(chunk_size):
+            blobs = await carve_dpapi_blobs_from_bytes(chunk, file_name, object_id)
+            dpapi_blobs += [blob.model_dump() for blob in blobs[:max_blobs]]
+
+    return dpapi_blobs

From 8ff2da9640c7c2167f3a8c7350b98fe3753d64b7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 26 Sep 2025 10:42:30 -0700
Subject: [PATCH 086/279] make enrichment use postgres for DPAPI, fix mk check

---
 .../dpapi_masterkey/analyzer.py                      |  5 +----
 projects/file_enrichment/file_enrichment/workflow.py | 12 ++++++++++--
 2 files changed, 11 insertions(+), 6 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 5f88961..70a53bb 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -45,10 +45,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
 
         # Check if filename matches GUID pattern
         file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
-        if self.guid_pattern.match(file_name_lower):
-            return True
-
-
+        return self.guid_pattern.match(file_name_lower) is not None
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index a3b93a8..b8d0ada 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -29,7 +29,6 @@ workflow_runtime = wf.WorkflowRuntime(
 )
 
 
-dpapi_manager = DpapiManager(storage_backend="memory")
 workflow_client: wf.DaprWorkflowClient = None
 activity_functions = {}
 download_path = "/tmp/"
@@ -47,6 +46,10 @@ with DaprClient() as client:
     secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
     postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
+if not postgres_connection_string.startswith("postgres://"):
+    raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
+
+dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
 
 ##########################################
 #
@@ -568,7 +571,12 @@ def run_enrichment_modules(ctx, activity_input: dict):
     try:
         # Download the file once at the beginning
         with storage.download(object_id) as temp_file:
-            logger.debug("Downloaded file for processing", object_id=object_id, temp_file=temp_file.name, size=os.path.getsize(temp_file.name))
+            logger.debug(
+                "Downloaded file for processing",
+                object_id=object_id,
+                temp_file=temp_file.name,
+                size=os.path.getsize(temp_file.name),
+            )
 
             # First pass: determine which modules should process this file
             modules_to_process = []

From d9739c70ea95f99b686cd567ed2fcb6f5aa3994f Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 26 Sep 2025 11:05:22 -0700
Subject: [PATCH 087/279] Changed linked files hypterlinking

- Changed linked files hypterlinking
---
 .../components/FileBrowser/FileBrowser.jsx    |  2 +-
 .../FileViewer/LinkedFilesSection.jsx         | 49 ++++++++++---------
 2 files changed, 28 insertions(+), 23 deletions(-)

diff --git a/projects/frontend/src/components/FileBrowser/FileBrowser.jsx b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
index a7156b8..aef756b 100644
--- a/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
+++ b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
@@ -491,7 +491,7 @@ const FileBrowser = () => {
                 }`}
               >
                 <List className="w-4 h-4" />
-                <span>Needs Collection ({collectionPaths.length})</span>
+                <span>Files That Need Collection</span>
               </button>
             </div>
 
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index 909a430..bb0d073 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -279,9 +279,20 @@ const LinkedFilesSection = ({ filePath, source }) => {
                 }`}
               >
                 <div className="flex items-start space-x-3 flex-1 min-w-0">
-                  <FileText className={`w-4 h-4 mt-1 flex-shrink-0 ${
-                    isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
-                  }`} />
+                  <div className="flex flex-col items-center flex-shrink-0">
+                    <FileText className={`w-4 h-4 mt-1 ${
+                      isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
+                    }`} />
+                    {isCollected && (
+                      <button
+                        onClick={() => handleFileClick(linkedPath, fileInfo)}
+                        className="text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer mt-2"
+                        title="Navigate to linked file"
+                      >
+                        <ExternalLink className="w-4 h-4" />
+                      </button>
+                    )}
+                  </div>
                   <div className="flex-1 min-w-0">
                     <div className="flex items-center gap-2 flex-wrap">
                       <p className={`text-sm font-medium truncate ${
@@ -301,35 +312,29 @@ const LinkedFilesSection = ({ filePath, source }) => {
                       }`}>
                         {direction}
                       </span>
-                      {fileInfo && (
+                      {fileInfo && !isCollected && (
                         <span className={`text-xs px-2 py-1 rounded ${
-                          isCollected 
-                            ? 'bg-green-200 dark:bg-green-800 text-green-900 dark:text-green-100'
-                            : fileInfo.status === 'needs_to_be_collected'
-                              ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
-                              : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
+                          fileInfo.status === 'needs_to_be_collected'
+                            ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
+                            : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
                         }`}>
                           {fileInfo.status.replace(/_/g, ' ')}
                         </span>
                       )}
                     </div>
-                    <p className="text-xs text-gray-500 dark:text-gray-400 truncate mt-1">
+                    <p
+                      className={`text-xs truncate mt-1 ${
+                        isCollected
+                          ? 'text-green-600 dark:text-green-400 cursor-pointer hover:text-green-800 dark:hover:text-green-200 hover:underline'
+                          : 'text-gray-500 dark:text-gray-400'
+                      }`}
+                      onClick={isCollected ? () => handleFileClick(linkedPath, fileInfo) : undefined}
+                      title={isCollected ? "Click to navigate to file" : undefined}
+                    >
                       {linkedPath}
                     </p>
                   </div>
                 </div>
-                <button
-                  onClick={() => handleFileClick(linkedPath, fileInfo)}
-                  className={`flex items-center justify-center p-1 transition-colors flex-shrink-0 ml-2 ${
-                    isCollected 
-                      ? 'text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer'
-                      : 'text-gray-400 cursor-not-allowed'
-                  }`}
-                  title={isCollected ? "Navigate to linked file" : `File not available (${fileInfo?.status || 'unknown status'})`}
-                  disabled={!isCollected}
-                >
-                  <ExternalLink className="w-4 h-4" />
-                </button>
               </div>
             );
           })}

From 4c828ffc09b23fcbebc3894beda318402035e5bf Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 26 Sep 2025 11:39:44 -0700
Subject: [PATCH 088/279] Collapsed inbound/outbound labels for linked files in
 dashboard

- Collapsed inbound/outbound labels for linked files in dashboard
---
 .../src/components/FileUpload/FileUpload.tsx  |  38 ++--
 .../FileViewer/LinkedFilesSection.jsx         | 172 ++++++++++--------
 2 files changed, 117 insertions(+), 93 deletions(-)

diff --git a/projects/frontend/src/components/FileUpload/FileUpload.tsx b/projects/frontend/src/components/FileUpload/FileUpload.tsx
index b395cd7..0874b02 100644
--- a/projects/frontend/src/components/FileUpload/FileUpload.tsx
+++ b/projects/frontend/src/components/FileUpload/FileUpload.tsx
@@ -756,6 +756,25 @@ const FileUpload: React.FC = () => {
             </div>
           )}
 
+          <button
+            type="submit"
+            disabled={isUploading || fileStatuses.length === 0 || !project}
+            className={`w-full py-2 px-4 rounded-md text-white font-medium transition-colors ${
+              isUploading || fileStatuses.length === 0 || !project
+                ? 'bg-gray-400 dark:bg-gray-600 cursor-not-allowed'
+                : 'bg-blue-600 hover:bg-blue-700 dark:bg-blue-500 dark:hover:bg-blue-600'
+            }`}
+          >
+            {isUploading ? (
+              <div className="flex items-center justify-center">
+                <Loader2 className="w-5 h-5 animate-spin mr-2" />
+                Uploading {pendingFiles.length} file{pendingFiles.length !== 1 ? 's' : ''}...
+              </div>
+            ) : (
+              `Upload ${fileStatuses.length} File${fileStatuses.length !== 1 ? 's' : ''}`
+            )}
+          </button>
+
           {successCount > 0 && (
             <div className="p-4 bg-green-50 dark:bg-green-900/20 rounded-lg flex items-center space-x-2">
               <svg
@@ -775,25 +794,6 @@ const FileUpload: React.FC = () => {
               </span>
             </div>
           )}
-
-          <button
-            type="submit"
-            disabled={isUploading || fileStatuses.length === 0 || !project}
-            className={`w-full py-2 px-4 rounded-md text-white font-medium transition-colors ${
-              isUploading || fileStatuses.length === 0 || !project
-                ? 'bg-gray-400 dark:bg-gray-600 cursor-not-allowed'
-                : 'bg-blue-600 hover:bg-blue-700 dark:bg-blue-500 dark:hover:bg-blue-600'
-            }`}
-          >
-            {isUploading ? (
-              <div className="flex items-center justify-center">
-                <Loader2 className="w-5 h-5 animate-spin mr-2" />
-                Uploading {pendingFiles.length} file{pendingFiles.length !== 1 ? 's' : ''}...
-              </div>
-            ) : (
-              `Upload ${fileStatuses.length} File${fileStatuses.length !== 1 ? 's' : ''}`
-            )}
-          </button>
         </form>
       </div>
     </div>
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index bb0d073..b897d95 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -259,85 +259,109 @@ const LinkedFilesSection = ({ filePath, source }) => {
       </CardHeader>
       <CardContent>
         <div className="space-y-3">
-          {linkedFiles.map((linking) => {
-            const linkedPath = getLinkedFilePath(linking, filePath);
-            const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
-            const direction = getRelationshipDirection(linking, filePath);
-            const fileName = linkedPath.split(/[\/\\]/).pop() || linkedPath;
-            
-            // Get file status info - try both normalized and original path
-            let fileInfo = fileStatusMap.get(normalizedLinkedPath) || fileStatusMap.get(linkedPath);
-            const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
+          {(() => {
+            // Group linked files by path to merge entries with different directions
+            const groupedFiles = new Map();
 
-            return (
-              <div
-                key={linking.linking_id}
-                className={`flex items-start justify-between p-3 rounded-lg transition-colors ${
-                  isCollected 
-                    ? 'bg-green-50 dark:bg-green-900/20 hover:bg-green-100 dark:hover:bg-green-900/30 border border-green-200 dark:border-green-800' 
-                    : 'bg-gray-50 dark:bg-gray-800 hover:bg-gray-100 dark:hover:bg-gray-700'
-                }`}
-              >
-                <div className="flex items-start space-x-3 flex-1 min-w-0">
-                  <div className="flex flex-col items-center flex-shrink-0">
-                    <FileText className={`w-4 h-4 mt-1 ${
-                      isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
-                    }`} />
-                    {isCollected && (
-                      <button
-                        onClick={() => handleFileClick(linkedPath, fileInfo)}
-                        className="text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer mt-2"
-                        title="Navigate to linked file"
-                      >
-                        <ExternalLink className="w-4 h-4" />
-                      </button>
-                    )}
-                  </div>
-                  <div className="flex-1 min-w-0">
-                    <div className="flex items-center gap-2 flex-wrap">
-                      <p className={`text-sm font-medium truncate ${
-                        isCollected ? 'text-green-900 dark:text-green-100' : 'text-gray-900 dark:text-gray-100'
-                      }`}>
-                        {fileName}
-                      </p>
-                      {linking.link_type && (
-                        <span className="bg-gray-200 dark:bg-gray-600 text-gray-700 dark:text-gray-300 text-xs px-2 py-1 rounded">
-                          {linking.link_type}
-                        </span>
-                      )}
-                      <span className={`text-xs px-2 py-1 rounded ${
-                        direction === 'outbound'
-                          ? 'bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200'
-                          : 'bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200'
-                      }`}>
-                        {direction}
-                      </span>
-                      {fileInfo && !isCollected && (
-                        <span className={`text-xs px-2 py-1 rounded ${
-                          fileInfo.status === 'needs_to_be_collected'
-                            ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
-                            : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
-                        }`}>
-                          {fileInfo.status.replace(/_/g, ' ')}
-                        </span>
+            linkedFiles.forEach((linking) => {
+              const linkedPath = getLinkedFilePath(linking, filePath);
+              const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
+              const direction = getRelationshipDirection(linking, filePath);
+
+              if (groupedFiles.has(normalizedLinkedPath)) {
+                const existing = groupedFiles.get(normalizedLinkedPath);
+                existing.directions.add(direction);
+                existing.linkTypes.add(linking.link_type);
+              } else {
+                groupedFiles.set(normalizedLinkedPath, {
+                  linkedPath,
+                  normalizedLinkedPath,
+                  directions: new Set([direction]),
+                  linkTypes: new Set([linking.link_type].filter(Boolean)),
+                  linkingId: linking.linking_id
+                });
+              }
+            });
+
+            return Array.from(groupedFiles.values()).map((group) => {
+              const fileName = group.linkedPath.split(/[\/\\]/).pop() || group.linkedPath;
+
+              // Get file status info - try both normalized and original path
+              let fileInfo = fileStatusMap.get(group.normalizedLinkedPath) || fileStatusMap.get(group.linkedPath);
+              const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
+
+              return (
+                <div
+                  key={group.linkingId}
+                  className={`flex items-start justify-between p-3 rounded-lg transition-colors ${
+                    isCollected
+                      ? 'bg-green-50 dark:bg-green-900/20 hover:bg-green-100 dark:hover:bg-green-900/30 border border-green-200 dark:border-green-800'
+                      : 'bg-gray-50 dark:bg-gray-800 hover:bg-gray-100 dark:hover:bg-gray-700'
+                  }`}
+                >
+                  <div className="flex items-start space-x-3 flex-1 min-w-0">
+                    <div className="flex flex-col items-center flex-shrink-0">
+                      <FileText className={`w-4 h-4 mt-1 ${
+                        isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
+                      }`} />
+                      {isCollected && (
+                        <button
+                          onClick={() => handleFileClick(group.linkedPath, fileInfo)}
+                          className="text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer mt-2"
+                          title="Navigate to linked file"
+                        >
+                          <ExternalLink className="w-4 h-4" />
+                        </button>
                       )}
                     </div>
-                    <p
-                      className={`text-xs truncate mt-1 ${
-                        isCollected
-                          ? 'text-green-600 dark:text-green-400 cursor-pointer hover:text-green-800 dark:hover:text-green-200 hover:underline'
-                          : 'text-gray-500 dark:text-gray-400'
-                      }`}
-                      onClick={isCollected ? () => handleFileClick(linkedPath, fileInfo) : undefined}
-                      title={isCollected ? "Click to navigate to file" : undefined}
-                    >
-                      {linkedPath}
-                    </p>
+                    <div className="flex-1 min-w-0">
+                      <div className="flex items-center gap-2 flex-wrap">
+                        <p className={`text-sm font-medium truncate ${
+                          isCollected ? 'text-green-900 dark:text-green-100' : 'text-gray-900 dark:text-gray-100'
+                        }`}>
+                          {fileName}
+                        </p>
+                        {Array.from(group.linkTypes).map((linkType) => (
+                          <span key={linkType} className="bg-gray-200 dark:bg-gray-600 text-gray-700 dark:text-gray-300 text-xs px-2 py-1 rounded">
+                            {linkType}
+                          </span>
+                        ))}
+                        {Array.from(group.directions).map((direction) => (
+                          <span key={direction} className={`text-xs px-2 py-1 rounded ${
+                            direction === 'outbound'
+                              ? 'bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200'
+                              : 'bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200'
+                          }`}>
+                            {direction}
+                          </span>
+                        ))}
+                        {fileInfo && !isCollected && (
+                          <span className={`text-xs px-2 py-1 rounded ${
+                            fileInfo.status === 'needs_to_be_collected'
+                              ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
+                              : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
+                          }`}>
+                            {fileInfo.status.replace(/_/g, ' ')}
+                          </span>
+                        )}
+                      </div>
+                      <p
+                        className={`text-xs truncate mt-1 ${
+                          isCollected
+                            ? 'text-green-600 dark:text-green-400 cursor-pointer hover:text-green-800 dark:hover:text-green-200 hover:underline'
+                            : 'text-gray-500 dark:text-gray-400'
+                        }`}
+                        onClick={isCollected ? () => handleFileClick(group.linkedPath, fileInfo) : undefined}
+                        title={isCollected ? "Click to navigate to file" : undefined}
+                      >
+                        {group.linkedPath}
+                      </p>
+                    </div>
                   </div>
                 </div>
-              </div>
-            );
-          })}
+              );
+            });
+          })()}
         </div>
       </CardContent>
     </Card>

From ecdbd2c377531072242de64ad1130650544566c0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 26 Sep 2025 13:46:45 -0700
Subject: [PATCH 089/279] fix asyncio error in lsass dump, blob scanner only
 returns unique blobs

---
 libs/chromium/chromium/local_state.py         |   4 +-
 .../dpapi_blob/analyzer.py                    |  10 +-
 .../dpapi_blob/dpapi_helpers.py               |  22 +-
 .../lsass_dump/analyzer.py                    | 201 +++++++-----------
 4 files changed, 90 insertions(+), 147 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 8583613..f8af438 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -1,9 +1,9 @@
 """Chromium Local State file parsing and database operations."""
 
+import asyncio
 import base64
 import json
 import ntpath
-import asyncio
 
 import psycopg
 import structlog
@@ -145,7 +145,7 @@ def _insert_state_keys(
                             masterkey_guid=key_masterkey_guid,
                         )
                 except Exception:
-                    logger.warning(f"Unable to decrypt DPAPI blob: {key_masterkey_guid}")
+                    logger.warning(f"Unable to decrypt state key DPAPI blob: {key_masterkey_guid}")
 
         # Get app_bound_encrypted_key (post v127)
         app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index 9f49a75..cdf3573 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -81,7 +81,9 @@ rule has_dpapi_blob
 
             if file_path:
                 # Use provided file path (if file already downloaded)
-                carved_blobs = asyncio.run(carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs))
+                carved_blobs = asyncio.run(
+                    carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs)
+                )
             else:
                 # Fallback to downloading the file itself
                 with self.storage.download(file_enriched.object_id) as temp_file:
@@ -100,8 +102,10 @@ rule has_dpapi_blob
                             "Successfully decrypted blob", masterkey_guid=carved_blob["dpapi_master_key_guid"]
                         )
                         # TODO: handle this?
-                except Exception:
-                    logger.warning(f"Unable to decrypt DPAPI blob: {carved_blob['dpapi_master_key_guid']}")
+                except Exception as e:
+                    logger.warning(
+                        f"Unable to decrypt carved DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
+                    )
 
             masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index 55dbfa2..75c570c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -40,6 +40,7 @@ async def carve_dpapi_blobs_from_bytes(
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
     """
     dpapi_blobs = list()
+    seen_blobs = set()  # Track unique blobs by their base64 data
     dpapi_signature = b"\x01\x00\x00\x00\xd0\x8c\x9d\xdf\x01\x15\xd1\x11\x8c\x7a\x00\xc0\x4f\xc2\x97\xeb"
 
     # The following are potential base64 representations of the DPAPI provider GUID
@@ -61,13 +62,13 @@ async def carve_dpapi_blobs_from_bytes(
                         object_id=object_id,
                     )
                 else:
-                    await logger.awarning(
-                        "carve_dpapi_blobs_from_bytes: blob.rawData is None"
-                    )
+                    await logger.awarning("carve_dpapi_blobs_from_bytes: blob.rawData is None")
                 current_pos += 1
             elif blob.dpapi_data_b64:
                 current_pos += len(base64.b64decode(blob.dpapi_data_b64))
-                dpapi_blobs.append(blob)
+                if blob.dpapi_data_b64 not in seen_blobs:
+                    seen_blobs.add(blob.dpapi_data_b64)
+                    dpapi_blobs.append(blob)
         except Exception as e:
             if file_name != "":
                 await logger.awarning(f"exception parsing file {file_name} for dpapi blobs: {e}")
@@ -83,10 +84,7 @@ async def carve_dpapi_blobs_from_bytes(
             end_loc = loc
             # try to check for the end of the base64 string
             for i in range(loc, len(raw_bytes)):
-                if (
-                    raw_bytes[i]
-                    not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/="
-                ):
+                if raw_bytes[i] not in b"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/=":
                     end_loc = i
                     break
             if end_loc != loc:
@@ -101,7 +99,9 @@ async def carve_dpapi_blobs_from_bytes(
                             object_id=object_id,
                         )
                     elif blob.dpapi_data_b64:
-                        dpapi_blobs.append(blob)
+                        if blob.dpapi_data_b64 not in seen_blobs:
+                            seen_blobs.add(blob.dpapi_data_b64)
+                            dpapi_blobs.append(blob)
                 except Exception as e:
                     if file_name != "":
                         await logger.awarning(f"exception parsing file {file_name} for b64dpapi blobs: {e}")
@@ -113,9 +113,7 @@ async def carve_dpapi_blobs_from_bytes(
     return dpapi_blobs
 
 
-async def carve_dpapi_blobs_from_file(
-    file_name: str, object_id: str = "", max_blobs: int = 1000
-) -> list[dict]:
+async def carve_dpapi_blobs_from_file(file_name: str, object_id: str = "", max_blobs: int = 1000) -> list[dict]:
     """
     Helper that _just_ carves raw DPAPI blobs from a file,
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 8ed50c9..255f86e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -7,14 +7,7 @@ from typing import TYPE_CHECKING
 from uuid import UUID
 
 import structlog
-from common.models import (
-    EnrichmentResult,
-    FileObject,
-    Finding,
-    FindingCategory,
-    FindingOrigin,
-    Transform,
-)
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
@@ -63,6 +56,7 @@ class LsassDumpParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
         self.dpapi_manager: DpapiManager | None = None
+        self.size_limit = 1024 * 1024 * 100  # 100 MB size limit for LSASS dumps
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
@@ -84,9 +78,7 @@ class LsassDumpParser(EnrichmentModule):
         else:
             return value
 
-    def _parse_lsass_dump(
-        self, dump_file_path: str, target_hostname: str = "unknown"
-    ) -> tuple[list, list, list, list]:
+    def _parse_lsass_dump(self, dump_file_path: str, target_hostname: str = "unknown") -> tuple[list, list, list, list]:
         """
         Parse LSASS dump file using pypykatz
         :param dump_file_path: Path to the dump file
@@ -97,13 +89,19 @@ class LsassDumpParser(EnrichmentModule):
         credentials = []
         tickets = []
         masterkeys = []
+        # Track tasks that need to complete before returning
+        pending_tasks = []
+        try:
+            loop = asyncio.get_running_loop()
+        except RuntimeError:
+            # No running loop, create a new event loop
+            loop = asyncio.new_event_loop()
+            asyncio.set_event_loop(loop)
 
         try:
             pypy_parse = pypykatz.parse_minidump_file(dump_file_path)
         except Exception as e:
-            logger.error(
-                f"An error occurred while parsing lsass dump: {e}", exc_info=True
-            )
+            logger.error(f"An error occurred while parsing lsass dump: {e}", exc_info=True)
             return [], [], [], []
 
         ssps = [
@@ -196,29 +194,15 @@ class LsassDumpParser(EnrichmentModule):
                     # MSV specific fields for session data
                     if ssp == "msv_creds":
                         if hasattr(cred, "LMHash") and cred.LMHash:
-                            cred_data["LMHash"] = (
-                                cred.LMHash.hex()
-                                if hasattr(cred.LMHash, "hex")
-                                else str(cred.LMHash)
-                            )
+                            cred_data["LMHash"] = cred.LMHash.hex() if hasattr(cred.LMHash, "hex") else str(cred.LMHash)
                         if hasattr(cred, "NThash") and cred.NThash:
-                            cred_data["NThash"] = (
-                                cred.NThash.hex()
-                                if hasattr(cred.NThash, "hex")
-                                else str(cred.NThash)
-                            )
+                            cred_data["NThash"] = cred.NThash.hex() if hasattr(cred.NThash, "hex") else str(cred.NThash)
                         if hasattr(cred, "SHAHash") and cred.SHAHash:
                             cred_data["SHAHash"] = (
-                                cred.SHAHash.hex()
-                                if hasattr(cred.SHAHash, "hex")
-                                else str(cred.SHAHash)
+                                cred.SHAHash.hex() if hasattr(cred.SHAHash, "hex") else str(cred.SHAHash)
                             )
                         if hasattr(cred, "DPAPI") and cred.DPAPI:
-                            cred_data["DPAPI"] = (
-                                cred.DPAPI.hex()
-                                if hasattr(cred.DPAPI, "hex")
-                                else str(cred.DPAPI)
-                            )
+                            cred_data["DPAPI"] = cred.DPAPI.hex() if hasattr(cred.DPAPI, "hex") else str(cred.DPAPI)
 
                     # Kerberos specific fields
                     elif ssp == "kerberos_creds":
@@ -228,17 +212,11 @@ class LsassDumpParser(EnrichmentModule):
                                 tickets.append(ticket)
                                 # Add ticket info to the session data
                                 ticket_info = {
-                                    "service_name": getattr(
-                                        ticket, "ServiceName", [None]
-                                    )[0]
-                                    if hasattr(ticket, "ServiceName")
-                                    and ticket.ServiceName
+                                    "service_name": getattr(ticket, "ServiceName", [None])[0]
+                                    if hasattr(ticket, "ServiceName") and ticket.ServiceName
                                     else None,
-                                    "client_name": getattr(
-                                        ticket, "EClientName", [None]
-                                    )[0]
-                                    if hasattr(ticket, "EClientName")
-                                    and ticket.EClientName
+                                    "client_name": getattr(ticket, "EClientName", [None])[0]
+                                    if hasattr(ticket, "EClientName") and ticket.EClientName
                                     else None,
                                     "domain_name": getattr(ticket, "DomainName", None),
                                     "end_time": str(getattr(ticket, "EndTime", None))
@@ -250,17 +228,9 @@ class LsassDumpParser(EnrichmentModule):
                         else:
                             cred_data["tickets"] = []
                         if hasattr(cred, "aes128") and cred.aes128:
-                            cred_data["aes128"] = (
-                                cred.aes128.hex()
-                                if hasattr(cred.aes128, "hex")
-                                else str(cred.aes128)
-                            )
+                            cred_data["aes128"] = cred.aes128.hex() if hasattr(cred.aes128, "hex") else str(cred.aes128)
                         if hasattr(cred, "aes256") and cred.aes256:
-                            cred_data["aes256"] = (
-                                cred.aes256.hex()
-                                if hasattr(cred.aes256, "hex")
-                                else str(cred.aes256)
-                            )
+                            cred_data["aes256"] = cred.aes256.hex() if hasattr(cred.aes256, "hex") else str(cred.aes256)
 
                     # DPAPI specific fields
                     elif ssp == "dpapi_creds":
@@ -271,9 +241,7 @@ class LsassDumpParser(EnrichmentModule):
                             if hasattr(cred, "masterkey") and cred.masterkey:
                                 masterkey_bytes = bytes.fromhex(cred.masterkey)
                             if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
-                                sha1_masterkey_bytes = bytes.fromhex(
-                                    cred.sha1_masterkey
-                                )
+                                sha1_masterkey_bytes = bytes.fromhex(cred.sha1_masterkey)
 
                             mk = MasterKey(
                                 guid=UUID(str(cred.key_guid)),
@@ -281,18 +249,29 @@ class LsassDumpParser(EnrichmentModule):
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
                             # add this masterkey to the DPAPI cache
-                            if self.dpapi_manager:
-                                asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
-                            else:
+                            if self.dpapi_manager and loop:
+                                try:
+                                    task = loop.create_task(self.dpapi_manager.upsert_masterkey(mk))
+                                    pending_tasks.append(task)
+                                    logger.warning(
+                                        "[lsass_dump] Inserted masterkey from lsass dump into DPAPI manager",
+                                        masterkey_guid=cred.key_guid,
+                                    )
+                                except Exception as e:
+                                    # Database operation failed - skip to avoid event loop conflicts
+                                    logger.warning(
+                                        f"[lsass_dump] Inserting master key failed, skipping masterkey database update. Error: {e}"
+                                    )
+                            elif self.dpapi_manager and not loop:
                                 logger.warning(
-                                    "[lsass_dump] self.dpapi_manager not initialized!"
+                                    "[lsass_dump] No event loop available, skipping masterkey database update"
                                 )
+                            else:
+                                logger.warning("[lsass_dump] self.dpapi_manager not initialized!")
 
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
-                                cred.masterkey.hex()
-                                if hasattr(cred.masterkey, "hex")
-                                else str(cred.masterkey)
+                                cred.masterkey.hex() if hasattr(cred.masterkey, "hex") else str(cred.masterkey)
                             )
                         if hasattr(cred, "sha1_masterkey") and cred.sha1_masterkey:
                             sha1_hex = (
@@ -321,14 +300,10 @@ class LsassDumpParser(EnrichmentModule):
                         if hasattr(cred, "password_raw"):
                             # Convert bytes to string for JSON serialization
                             if isinstance(cred.password_raw, bytes):
-                                cred_data["password_raw"] = cred.password_raw.decode(
-                                    "utf-8", errors="replace"
-                                )
+                                cred_data["password_raw"] = cred.password_raw.decode("utf-8", errors="replace")
                             else:
                                 cred_data["password_raw"] = (
-                                    str(cred.password_raw)
-                                    if cred.password_raw is not None
-                                    else ""
+                                    str(cred.password_raw) if cred.password_raw is not None else ""
                                 )
 
                     if cred_data:  # Only add if we have some data
@@ -353,10 +328,7 @@ class LsassDumpParser(EnrichmentModule):
         for ticket in tickets:
             if ticket.ServiceName is not None and ticket.ServiceName[0] == "krbtgt":
                 if ticket.EClientName is not None and ticket.DomainName is not None:
-                    if (
-                        ticket.TargetDomainName is not None
-                        and ticket.TargetDomainName != ticket.DomainName
-                    ):
+                    if ticket.TargetDomainName is not None and ticket.TargetDomainName != ticket.DomainName:
                         target_domain = ticket.TargetDomainName
                     else:
                         target_domain = ticket.DomainName
@@ -369,16 +341,12 @@ class LsassDumpParser(EnrichmentModule):
                                 domain=ticket.DomainName,
                                 username=ticket.EClientName[0],
                                 ticket={
-                                    "file": list(ticket.kirbi_data)[0].split(".kirbi")[
-                                        0
-                                    ]
+                                    "file": list(ticket.kirbi_data)[0].split(".kirbi")[0]
                                     + "_"
                                     + ticket.EndTime.strftime("%Y%m%d%H%M%S")
                                     + ".kirbi",
                                     "domain": target_domain,
-                                    "endtime": str(
-                                        ticket.EndTime
-                                    ),  # Convert datetime to string
+                                    "endtime": str(ticket.EndTime),  # Convert datetime to string
                                 },
                             )
                         )
@@ -388,11 +356,18 @@ class LsassDumpParser(EnrichmentModule):
         # import pprint
         # pprint.pprint(mks)
 
+        # Wait for all pending tasks to complete before returning
+        if pending_tasks and loop:
+            try:
+                # Wait for all tasks to complete
+                loop.run_until_complete(asyncio.gather(*pending_tasks, return_exceptions=True))
+                logger.info(f"[lsass_dump] Completed {len(pending_tasks)} DPAPI manager tasks")
+            except Exception as e:
+                logger.warning(f"[lsass_dump] Error waiting for DPAPI tasks to complete: {e}")
+
         return logon_sessions, credentials, tickets, masterkeys
 
-    def _create_finding_summary(
-        self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list
-    ) -> str:
+    def _create_finding_summary(self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list) -> str:
         """Creates a markdown summary for the LSASS dump findings."""
         summary = "# LSASS Dump Analysis Results\n\n"
 
@@ -439,14 +414,8 @@ class LsassDumpParser(EnrichmentModule):
                                         "sha1_masterkey",
                                     ]:
                                         summary += f"* **{key}**: `{value}`\n"
-                                    elif (
-                                        key == "tickets"
-                                        and isinstance(value, list)
-                                        and value
-                                    ):
-                                        summary += (
-                                            f"* **Tickets**: {len(value)} found\n"
-                                        )
+                                    elif key == "tickets" and isinstance(value, list) and value:
+                                        summary += f"* **Tickets**: {len(value)} found\n"
                                         for i, ticket in enumerate(value, 1):
                                             summary += f"  * **Ticket {i}**: Service=`{ticket.get('service_name', 'N/A')}`, Client=`{ticket.get('client_name', 'N/A')}`, Domain=`{ticket.get('domain_name', 'N/A')}`, EndTime=`{ticket.get('end_time', 'N/A')}`\n"
                                     else:
@@ -459,9 +428,7 @@ class LsassDumpParser(EnrichmentModule):
 
         return summary
 
-    def _analyze_lsass_dump_file(
-        self, file_path: str, file_enriched
-    ) -> EnrichmentResult | None:
+    def _analyze_lsass_dump_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze LSASS dump file and generate enrichment result.
 
         Args:
@@ -471,14 +438,10 @@ class LsassDumpParser(EnrichmentModule):
         Returns:
             EnrichmentResult or None if analysis fails
         """
-        enrichment_result = EnrichmentResult(
-            module_name=self.name, dependencies=self.dependencies
-        )
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
         # Parse the LSASS dump
-        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(
-            file_path, file_enriched.file_name
-        )
+        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(file_path, file_enriched.file_name)
 
         if not len(logon_sessions):
             logger.error("Failed to parse LSASS dump file")
@@ -486,9 +449,7 @@ class LsassDumpParser(EnrichmentModule):
 
         if logon_sessions or credentials or tickets or masterkeys:
             # Create finding summary
-            summary_markdown = self._create_finding_summary(
-                logon_sessions, credentials, tickets, masterkeys
-            )
+            summary_markdown = self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
 
             # Prepare credentials data for serialization (convert objects to dicts)
             credentials_data = []
@@ -508,9 +469,7 @@ class LsassDumpParser(EnrichmentModule):
                 credentials_data.append(cred_dict)
 
             # Create display data
-            display_data = FileObject(
-                type="finding_summary", metadata={"summary": summary_markdown}
-            )
+            display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
             # Create finding
             finding = Finding(
@@ -539,9 +498,7 @@ class LsassDumpParser(EnrichmentModule):
             }
 
             # Create a displayable version of the results
-            with tempfile.NamedTemporaryFile(
-                mode="w", encoding="utf-8"
-            ) as tmp_display_file:
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
                 yaml_output = []
                 yaml_output.append("LSASS Dump Analysis Results")
                 yaml_output.append("===========================\n")
@@ -553,17 +510,11 @@ class LsassDumpParser(EnrichmentModule):
 
                 for i, session in enumerate(logon_sessions, 1):
                     yaml_output.append(f"Logon Session {i}:")
-                    yaml_output.append(
-                        f"   Authentication ID: {session.get('authentication_id', 'N/A')}"
-                    )
+                    yaml_output.append(f"   Authentication ID: {session.get('authentication_id', 'N/A')}")
                     yaml_output.append(f"   Username: {session.get('username', 'N/A')}")
                     yaml_output.append(f"   Domain: {session.get('domainname', 'N/A')}")
-                    yaml_output.append(
-                        f"   Logon Server: {session.get('logon_server', 'N/A')}"
-                    )
-                    yaml_output.append(
-                        f"   Logon Time: {session.get('logon_time', 'N/A')}"
-                    )
+                    yaml_output.append(f"   Logon Server: {session.get('logon_server', 'N/A')}")
+                    yaml_output.append(f"   Logon Time: {session.get('logon_time', 'N/A')}")
                     yaml_output.append(f"   SID: {session.get('sid', 'N/A')}")
                     yaml_output.append(f"   LUID: {session.get('luid', 'N/A')}")
 
@@ -575,22 +526,14 @@ class LsassDumpParser(EnrichmentModule):
                                 yaml_output.append(f"      Credential {j}:")
                                 for key, value in cred.items():
                                     if value is not None and value != "":
-                                        if (
-                                            key == "tickets"
-                                            and isinstance(value, list)
-                                            and value
-                                        ):
-                                            yaml_output.append(
-                                                f"         {key}: {len(value)} tickets found"
-                                            )
+                                        if key == "tickets" and isinstance(value, list) and value:
+                                            yaml_output.append(f"         {key}: {len(value)} tickets found")
                                             for k, ticket in enumerate(value, 1):
                                                 yaml_output.append(
                                                     f"            Ticket {k}: Service={ticket.get('service_name', 'N/A')}, Client={ticket.get('client_name', 'N/A')}, Domain={ticket.get('domain_name', 'N/A')}, EndTime={ticket.get('end_time', 'N/A')}"
                                                 )
                                         else:
-                                            yaml_output.append(
-                                                f"         {key}: {value}"
-                                            )
+                                            yaml_output.append(f"         {key}: {value}")
                     yaml_output.append("")  # Add empty line between sessions
 
                 display = textwrap.indent("\n".join(yaml_output), "   ")
@@ -612,9 +555,7 @@ class LsassDumpParser(EnrichmentModule):
 
         return enrichment_result
 
-    def process(
-        self, object_id: str, file_path: str | None = None
-    ) -> EnrichmentResult | None:
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process LSASS dump file and extract credentials.
 
         Args:

From 59674cc2388054c60959ae64699c077bd68ba31b Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 26 Sep 2025 16:57:02 -0700
Subject: [PATCH 090/279] fix async in lsass module

---
 .../dpapi_blob/dpapi_helpers.py               |   4 +-
 .../lsass_dump/analyzer.py                    | 106 ++++++++++--------
 2 files changed, 62 insertions(+), 48 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index 75c570c..c7ae574 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -39,7 +39,7 @@ async def carve_dpapi_blobs_from_bytes(
     Helper that _just_ carves raw DPAPI blobs from bytes,
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
     """
-    dpapi_blobs = list()
+    dpapi_blobs = []
     seen_blobs = set()  # Track unique blobs by their base64 data
     dpapi_signature = b"\x01\x00\x00\x00\xd0\x8c\x9d\xdf\x01\x15\xd1\x11\x8c\x7a\x00\xc0\x4f\xc2\x97\xeb"
 
@@ -119,7 +119,7 @@ async def carve_dpapi_blobs_from_file(file_name: str, object_id: str = "", max_b
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
     """
 
-    dpapi_blobs = list()
+    dpapi_blobs = []
     chunk_size = 512000
 
     with open(file_name, "rb") as f:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 255f86e..55dd425 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -6,18 +6,19 @@ from datetime import datetime
 from typing import TYPE_CHECKING
 from uuid import UUID
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi.core import MasterKey
+from nemesis_dpapi import DpapiManager, MasterKey
 from pypykatz.pypykatz import pypykatz
 
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class Credential:
@@ -78,7 +79,9 @@ class LsassDumpParser(EnrichmentModule):
         else:
             return value
 
-    def _parse_lsass_dump(self, dump_file_path: str, target_hostname: str = "unknown") -> tuple[list, list, list, list]:
+    async def _parse_lsass_dump(
+        self, dump_file_path: str, target_hostname: str = "unknown"
+    ) -> tuple[list, list, list, list]:
         """
         Parse LSASS dump file using pypykatz
         :param dump_file_path: Path to the dump file
@@ -89,14 +92,6 @@ class LsassDumpParser(EnrichmentModule):
         credentials = []
         tickets = []
         masterkeys = []
-        # Track tasks that need to complete before returning
-        pending_tasks = []
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            # No running loop, create a new event loop
-            loop = asyncio.new_event_loop()
-            asyncio.set_event_loop(loop)
 
         try:
             pypy_parse = pypykatz.parse_minidump_file(dump_file_path)
@@ -249,25 +244,20 @@ class LsassDumpParser(EnrichmentModule):
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
                             # add this masterkey to the DPAPI cache
-                            if self.dpapi_manager and loop:
+                            if self.dpapi_manager:
                                 try:
-                                    task = loop.create_task(self.dpapi_manager.upsert_masterkey(mk))
-                                    pending_tasks.append(task)
-                                    logger.warning(
-                                        "[lsass_dump] Inserted masterkey from lsass dump into DPAPI manager",
+                                    await self.dpapi_manager.upsert_masterkey(mk)
+                                    logger.info(
+                                        "Inserted masterkey from lsass dump into DPAPI manager",
                                         masterkey_guid=cred.key_guid,
                                     )
                                 except Exception as e:
                                     # Database operation failed - skip to avoid event loop conflicts
                                     logger.warning(
-                                        f"[lsass_dump] Inserting master key failed, skipping masterkey database update. Error: {e}"
+                                        f"Inserting master key failed, skipping masterkey database update. Error: {e}"
                                     )
-                            elif self.dpapi_manager and not loop:
-                                logger.warning(
-                                    "[lsass_dump] No event loop available, skipping masterkey database update"
-                                )
                             else:
-                                logger.warning("[lsass_dump] self.dpapi_manager not initialized!")
+                                logger.warning("self.dpapi_manager not initialized!")
 
                         if hasattr(cred, "masterkey") and cred.masterkey:
                             cred_data["masterkey"] = (
@@ -356,15 +346,6 @@ class LsassDumpParser(EnrichmentModule):
         # import pprint
         # pprint.pprint(mks)
 
-        # Wait for all pending tasks to complete before returning
-        if pending_tasks and loop:
-            try:
-                # Wait for all tasks to complete
-                loop.run_until_complete(asyncio.gather(*pending_tasks, return_exceptions=True))
-                logger.info(f"[lsass_dump] Completed {len(pending_tasks)} DPAPI manager tasks")
-            except Exception as e:
-                logger.warning(f"[lsass_dump] Error waiting for DPAPI tasks to complete: {e}")
-
         return logon_sessions, credentials, tickets, masterkeys
 
     def _create_finding_summary(self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list) -> str:
@@ -428,7 +409,7 @@ class LsassDumpParser(EnrichmentModule):
 
         return summary
 
-    def _analyze_lsass_dump_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+    async def _analyze_lsass_dump_file(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze LSASS dump file and generate enrichment result.
 
         Args:
@@ -441,7 +422,9 @@ class LsassDumpParser(EnrichmentModule):
         enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
         # Parse the LSASS dump
-        logon_sessions, credentials, tickets, masterkeys = self._parse_lsass_dump(file_path, file_enriched.file_name)
+        logon_sessions, credentials, tickets, masterkeys = await self._parse_lsass_dump(
+            file_path, file_enriched.file_name
+        )
 
         if not len(logon_sessions):
             logger.error("Failed to parse LSASS dump file")
@@ -565,20 +548,51 @@ class LsassDumpParser(EnrichmentModule):
         Returns:
             EnrichmentResult or None if processing fails
         """
+
         try:
-            file_enriched = get_file_enriched(object_id)
-
-            # Use provided file_path if available, otherwise download
-            if file_path:
-                return self._analyze_lsass_dump_file(file_path, file_enriched)
-            else:
-                # Download the file to a temporary location
-                with self.storage.download(file_enriched.object_id) as temp_file:
-                    return self._analyze_lsass_dump_file(temp_file.name, file_enriched)
-
-        except Exception as e:
-            logger.exception(e, message="Error processing LSASS dump file")
+            # Check if there's already a running loop
+            loop = asyncio.get_running_loop()
+            # If we get here, there's already a running loop
+            # We cannot use run_until_complete in this case
+            logger.error("Cannot run synchronous process method from within an async context")
             return None
+        except RuntimeError:
+            # No running loop, create a new event loop
+            loop = asyncio.new_event_loop()
+            asyncio.set_event_loop(loop)
+            try:
+                return loop.run_until_complete(self._process_async(object_id, file_path))
+            except Exception as e:
+                logger.exception(e, message="Error processing LSASS dump file")
+                return None
+            finally:
+                loop.close()
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Async helper for process method."""
+
+        logger.debug("Starting async processing of LSASS dump", object_id=object_id)
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        if not postgres_connection_string.startswith("postgres://"):
+            raise ValueError(
+                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
+            )
+
+        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
+
+        file_enriched = get_file_enriched(object_id)
+
+        # Use provided file_path if available, otherwise download
+        if file_path:
+            return await self._analyze_lsass_dump_file(file_path, file_enriched)
+        else:
+            # Download the file to a temporary location
+            with self.storage.download(file_enriched.object_id) as temp_file:
+                return await self._analyze_lsass_dump_file(temp_file.name, file_enriched)
 
 
 def create_enrichment_module() -> EnrichmentModule:

From 2af2c68c6f71828ae2173944254a46a874d8b1bf Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 29 Sep 2025 11:36:09 -0700
Subject: [PATCH 091/279] initial temp async enrichment fixes

---
 libs/chromium/chromium/helpers.py             | 69 ++++++++++---------
 libs/chromium/chromium/local_state.py         | 35 ++++++----
 .../chromium_localstate/analyzer.py           | 35 +++++++++-
 .../dpapi_blob/analyzer.py                    | 61 +++++++++++++---
 .../dpapi_masterkey/analyzer.py               | 40 ++++++++++-
 .../lsass_dump/analyzer.py                    | 21 +++---
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  4 +-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  3 +-
 .../nemesis_dpapi/noop_manager.py             | 53 ++++++++++++++
 .../nemesis_dpapi/null_manager.py             | 53 ++++++++++++++
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py | 52 ++++++++++++++
 libs/nemesis_dpapi/tests/test_core.py         |  4 +-
 .../file_enrichment/workflow_manager.py       |  6 +-
 13 files changed, 351 insertions(+), 85 deletions(-)
 create mode 100644 libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
 create mode 100644 libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
 create mode 100644 libs/nemesis_dpapi/nemesis_dpapi/protocols.py

diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 724431f..7450cbb 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -179,10 +179,10 @@ def get_state_key_bytes(state_key_id: int, encryption_type: str, pg_conn=None) -
     """
     if encryption_type not in ["key", "abe"]:
         return None
-        
+
     column_name = "key_bytes_dec" if encryption_type == "key" else "app_bound_key_dec"
     is_decrypted_col = "key_is_decrypted" if encryption_type == "key" else "app_bound_key_is_decrypted"
-    
+
     if pg_conn:
         try:
             with pg_conn.cursor() as cur:
@@ -226,24 +226,24 @@ def parse_abe_blob(abe_data: bytes) -> dict | None:
     """
     try:
         abe_parsed = {}
-        header_len = struct.unpack('<I', abe_data[:4])[0]
-        abe_parsed['header'] = abe_data[4:4+header_len].strip(b'\x02').decode(errors='ignore')
-        content_len = struct.unpack('<I', abe_data[4+header_len:4+header_len+4])[0]
-        content = abe_data[8+header_len:8+header_len+content_len]
+        header_len = struct.unpack("<I", abe_data[:4])[0]
+        abe_parsed["header"] = abe_data[4 : 4 + header_len].strip(b"\x02").decode(errors="ignore")
+        content_len = struct.unpack("<I", abe_data[4 + header_len : 4 + header_len + 4])[0]
+        content = abe_data[8 + header_len : 8 + header_len + content_len]
 
-        abe_parsed['version'] = int(content[0])
+        abe_parsed["version"] = int(content[0])
         content = content[1:]
-        if abe_parsed['version'] <= 2:  # Versions 1 and 2
+        if abe_parsed["version"] <= 2:  # Versions 1 and 2
             # Version|IV|ciphertext|tag, 1|12|32|16 bytes
-            abe_parsed['iv'] = content[:12]
-            abe_parsed['cipherdata'] = content[12:12+32]
-            abe_parsed['tag'] = content[12+32:12+32+16]
+            abe_parsed["iv"] = content[:12]
+            abe_parsed["cipherdata"] = content[12 : 12 + 32]
+            abe_parsed["tag"] = content[12 + 32 : 12 + 32 + 16]
         else:  # Version 3
             # Version|encAES|IV|ciphertext|tag, 1|32|12|32|16 bytes
-            abe_parsed['encrAES'] = content[:32]
-            abe_parsed['iv'] = content[32:32+12]
-            abe_parsed['cipherdata'] = content[32+12:32+12+32]
-            abe_parsed['tag'] = content[32+12+32:32+12+32+16]
+            abe_parsed["encrAES"] = content[:32]
+            abe_parsed["iv"] = content[32 : 32 + 12]
+            abe_parsed["cipherdata"] = content[32 + 12 : 32 + 12 + 32]
+            abe_parsed["tag"] = content[32 + 12 + 32 : 32 + 12 + 32 + 16]
         return abe_parsed
     except Exception as e:
         logger.warning("Failed to parse ABE blob", error=str(e))
@@ -260,21 +260,26 @@ def derive_abe_key(abe_data: dict) -> bytes | None:
         Derived ABE key bytes, None if derivation fails
     """
     try:
-        if abe_data['version'] == 1:
-            cipher = AES.new(bytes.fromhex('B31C6E241AC846728DA9C1FAC4936651CFFB944D143AB816276BCC6DA0284787'), 
-                           AES.MODE_GCM, nonce=abe_data['iv'])
-        elif abe_data['version'] == 2:
-            cipher = ChaCha20_Poly1305.new(key=bytes.fromhex('E98F37D7F4E1FA433D19304DC2258042090E2D1D7EEA7670D41F738D08729660'), 
-                                         nonce=abe_data['iv'])
-        elif abe_data['version'] == 3:
+        if abe_data["version"] == 1:
+            cipher = AES.new(
+                bytes.fromhex("B31C6E241AC846728DA9C1FAC4936651CFFB944D143AB816276BCC6DA0284787"),
+                AES.MODE_GCM,
+                nonce=abe_data["iv"],
+            )
+        elif abe_data["version"] == 2:
+            cipher = ChaCha20_Poly1305.new(
+                key=bytes.fromhex("E98F37D7F4E1FA433D19304DC2258042090E2D1D7EEA7670D41F738D08729660"),
+                nonce=abe_data["iv"],
+            )
+        elif abe_data["version"] == 3:
             # TODO: Version 3 requires CNG decryption of encrypted AES key
             logger.warning("ABE version 3 not yet supported - requires CNG decryption")
             return None
         else:
-            logger.warning("Unknown ABE version", version=abe_data['version'])
+            logger.warning("Unknown ABE version", version=abe_data["version"])
             return None
 
-        return cipher.decrypt_and_verify(abe_data['cipherdata'], abe_data['tag'])
+        return cipher.decrypt_and_verify(abe_data["cipherdata"], abe_data["tag"])
     except Exception as e:
         logger.warning("Failed to derive ABE key", error=str(e))
         return None
@@ -295,16 +300,16 @@ def decrypt_chrome_string(encrypted_data: bytes, key_bytes: bytes, encryption_ty
         return None
 
     try:
-        if encryption_type == "key" and encrypted_data[:3] in [b'v10', b'v11']:
+        if encryption_type == "key" and encrypted_data[:3] in [b"v10", b"v11"]:
             # Version|IV|ciphertext, 4|12|<var>
-            iv = encrypted_data[3:3+12]
+            iv = encrypted_data[3 : 3 + 12]
             ciphertext = encrypted_data[15:]
             cipher = AES.new(key_bytes, AES.MODE_GCM, iv)
             return cipher.decrypt(ciphertext)
-            
-        elif encryption_type == "abe" and encrypted_data[:3] == b'v20':
+
+        elif encryption_type == "abe" and encrypted_data[:3] == b"v20":
             # Version|IV|ciphertext|tag, 3|12|<var>|16 bytes
-            iv = encrypted_data[3:3+12]
+            iv = encrypted_data[3 : 3 + 12]
             ciphertext = encrypted_data[15:-16]
             tag = encrypted_data[-16:]
             cipher = AES.new(key_bytes, AES.MODE_GCM, iv)
@@ -312,11 +317,9 @@ def decrypt_chrome_string(encrypted_data: bytes, key_bytes: bytes, encryption_ty
             # v20 cookies have 32-byte offset, but this varies by data type
             return decrypted
         else:
-            logger.warning("Unsupported encryption format", 
-                         prefix=encrypted_data[:3], 
-                         encryption_type=encryption_type)
+            logger.warning("Unsupported encryption format", prefix=encrypted_data[:3], encryption_type=encryption_type)
             return None
-            
+
     except Exception as e:
         logger.warning("Failed to decrypt Chrome string", error=str(e))
         return None
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index f8af438..eb380ba 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -1,12 +1,11 @@
 """Chromium Local State file parsing and database operations."""
 
-import asyncio
 import base64
 import json
 import ntpath
 
 import psycopg
-import structlog
+from common.logger import get_logger
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_linking import add_file_linking
@@ -22,13 +21,13 @@ from .helpers import (
     parse_chromium_file_path,
 )
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
-def process_chromium_local_state(
+async def process_chromium_local_state(
+    dpapi_manager: DpapiManager,
     object_id: str,
     file_path: str | None = None,
-    dpapi_manager: DpapiManager | None = None,
 ) -> dict:
     """Process Chromium Local State file and insert state keys into database.
 
@@ -56,7 +55,7 @@ def process_chromium_local_state(
 
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
-        state_key_data = _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
+        state_key_data = await _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
 
     logger.warning("Completed processing Chromium Local State", object_id=object_id)
     return state_key_data
@@ -75,7 +74,7 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
         ValueError: If the key doesn't have APPB header
     """
     try:
-        app_bound_key_bytes = base64.b64decode(app_bound_key_b64)
+        app_bound_key_bytes = base64.b64decode(app_bound_key_b64, validate=True)
 
         # Check for APPB header (first 4 bytes)
         if len(app_bound_key_bytes) < 4 or app_bound_key_bytes[:4] != b"APPB":
@@ -97,13 +96,13 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
         return base64.b64decode(app_bound_key_b64), None
 
 
-def _insert_state_keys(
+async def _insert_state_keys(
     file_enriched,
     username: str | None,
     browser: str,
     content: str,
     pg_conn,
-    dpapi_manager: DpapiManager | None = None,
+    dpapi_manager: DpapiManager,
 ) -> dict:
     """Parse Local State JSON and insert state keys into chromium.state_keys table."""
     try:
@@ -125,27 +124,32 @@ def _insert_state_keys(
         key_masterkey_guid = None
 
         if encrypted_key_b64:
+            logger.debug("Found app bound key encrypted_key in Local State")
             key_bytes_enc = base64.b64decode(encrypted_key_b64)
 
             if len(key_bytes_enc) < 5 or key_bytes_enc[:5] != b"DPAPI":
                 raise ValueError("Encrypted key does not have DPAPI header")
 
             # Remove DPAPI header and parse remaining as DPAPI blob
-            dpapi_bytes = key_bytes_enc[5:]
+            dpapi_blob_bytes = key_bytes_enc[5:]
 
-            encryption_type, masterkey_guid = detect_encryption_type(dpapi_bytes)
+            encryption_type, masterkey_guid = detect_encryption_type(dpapi_blob_bytes)
             if encryption_type == "dpapi":
                 key_masterkey_guid = masterkey_guid
                 try:
-                    key_bytes_dec = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(dpapi_bytes)))
+                    key_bytes_dec = await dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_bytes))
                     if key_bytes_dec:
                         key_is_decrypted = True
                         logger.debug(
-                            "Successfully decrypted regular key",
+                            "Successfully decrypted encrypted_key state key",
                             masterkey_guid=key_masterkey_guid,
                         )
+                    else:
+                        logger.debug("Failed to decrypt encrypted_key state key with DPAPI")
                 except Exception:
                     logger.warning(f"Unable to decrypt state key DPAPI blob: {key_masterkey_guid}")
+            else:
+                raise Exception(f"Unsupported encryption type for v1 state key: {encryption_type}")
 
         # Get app_bound_encrypted_key (post v127)
         app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
@@ -153,6 +157,7 @@ def _insert_state_keys(
         app_bound_key_system_masterkey_guid = None
 
         if app_bound_key_b64:
+            logger.debug("Found v2 app bound key encrypted_key in Local State")
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
             logger.warning(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
@@ -168,7 +173,7 @@ def _insert_state_keys(
                 # Parse only the DPAPI portion (after APPB header)
                 if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
                     dpapi_portion = app_bound_key_enc[4:]
-                    app_bound_key_dec_inter = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(dpapi_portion)))
+                    app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(Blob.parse(dpapi_portion))
                 else:
                     logger.warning("App-bound key missing APPB header, cannot decrypt")
                     app_bound_key_dec_inter = b""
@@ -178,7 +183,7 @@ def _insert_state_keys(
                         user_blob = Blob.parse(app_bound_key_dec_inter)
                         app_bound_key_user_masterkey_guid = user_blob.masterkey_guid
 
-                        abe_blob_bytes = asyncio.run(dpapi_manager.decrypt_blob(user_blob))
+                        abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                         if abe_blob_bytes:
                             # Parse and derive the final ABE key
                             abe_parsed = parse_abe_blob(abe_blob_bytes)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 831d7e9..01fcf87 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -1,19 +1,22 @@
 # enrichment_modules/chromium_logins/analyzer.py
 
+import asyncio
 from typing import TYPE_CHECKING
 
-import structlog
 import yara_x
 from chromium import process_chromium_local_state
+from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
 
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ChromeLocalStateParser(EnrichmentModule):
@@ -77,9 +80,35 @@ rule Chrome_Local_State
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
+        loop = None
+        try:
+            loop = asyncio.get_running_loop()
+        except RuntimeError:
+            # No running loop
+            pass
+
+        if loop:
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        else:
+            # No running loop, create a new event loop
+            return asyncio.run(self._process_async(object_id, file_path))
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Async helper for process method."""
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        if not postgres_connection_string.startswith("postgres://"):
+            raise ValueError(
+                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
+            )
+
+        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
         try:
             # Use the chromium library to process and insert into database
-            state_key_data = process_chromium_local_state(object_id, file_path, self.dpapi_manager)
+            state_key_data = await process_chromium_local_state(self.dpapi_manager, object_id, file_path)
 
             # Create enrichment result with parsed data
             enrichment = EnrichmentResult(module_name=self.name)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index cdf3573..b2321b9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -1,17 +1,18 @@
 # enrichment_modules/dpapi/analyzer.py
 import asyncio
+import base64
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.dpapi_blob.dpapi_helpers import carve_dpapi_blobs_from_file
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import Blob, DpapiManager
+from nemesis_dpapi import Blob, DpapiBlobDecryptionError, DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class DpapiBlobAnalyzer(EnrichmentModule):
@@ -66,12 +67,47 @@ rule has_dpapi_blob
         return should_run
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process LSASS dump file and extract credentials.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+
+        try:
+            # Check if there's already a running loop
+            loop = asyncio.get_running_loop()
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        except RuntimeError:
+            # No running loop, create a new event loop
+            try:
+                return asyncio.run(self._process_async(object_id, file_path))
+            except Exception as e:
+                logger.exception(e, message="Error processing LSASS dump file")
+                return None
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process file in either workflow or standalone mode.
 
         Args:
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        if not postgres_connection_string.startswith("postgres://"):
+            raise ValueError(
+                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
+            )
+
+        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
+
         try:
             file_enriched = get_file_enriched(object_id)
 
@@ -81,27 +117,30 @@ rule has_dpapi_blob
 
             if file_path:
                 # Use provided file path (if file already downloaded)
-                carved_blobs = asyncio.run(
-                    carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs)
-                )
+                carved_blobs = await carve_dpapi_blobs_from_file(file_path, file_enriched.object_id, self.max_blobs)
+
             else:
                 # Fallback to downloading the file itself
                 with self.storage.download(file_enriched.object_id) as temp_file:
-                    carved_blobs = asyncio.run(
-                        carve_dpapi_blobs_from_file(temp_file.name, file_enriched.object_id, self.max_blobs)
+                    carved_blobs = await carve_dpapi_blobs_from_file(
+                        temp_file.name, file_enriched.object_id, self.max_blobs
                     )
 
             for carved_blob in carved_blobs:
                 try:
                     dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
                     del carved_blob["dpapi_blob_raw"]  # because of result serialization
-                    carved_blob_dec = asyncio.run(self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw)))
+                    carved_blob_dec = await self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw))
 
                     if carved_blob_dec:
-                        logger.warning(
-                            "Successfully decrypted blob", masterkey_guid=carved_blob["dpapi_master_key_guid"]
+                        logger.info(
+                            "Successfully decrypted blob",
+                            masterkey_guid=carved_blob["dpapi_master_key_guid"],
+                            b64_dec_blob=base64.b64encode(carved_blob_dec).decode("utf-8"),
                         )
                         # TODO: handle this?
+                except DpapiBlobDecryptionError as e:
+                    logger.warning(f"Blob decryption error: {carved_blob['dpapi_master_key_guid']}. Error: {e}")
                 except Exception as e:
                     logger.warning(
                         f"Unable to decrypt carved DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 70a53bb..a75b851 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -7,7 +7,9 @@ import structlog
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import DpapiManager
 from nemesis_dpapi.core import MasterKey, MasterKeyFile
 
 if TYPE_CHECKING:
@@ -53,7 +55,41 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         Args:
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
         """
+
+        try:
+            # Check if there's already a running loop
+            loop = asyncio.get_running_loop()
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        except RuntimeError:
+            # No running loop, create a new event loop
+            try:
+                return asyncio.run(self._process_async(object_id, file_path))
+            except Exception as e:
+                logger.exception(e, message="Error processing LSASS dump file")
+                return None
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process masterkey file and add to DPAPI manager.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        if not postgres_connection_string.startswith("postgres://"):
+            raise ValueError(
+                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
+            )
+
+        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
+
         try:
             file_enriched = get_file_enriched(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name)
@@ -79,10 +115,10 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 )
 
                 # The DPAPI manager handles all decryption automatically
-                asyncio.run(self.dpapi_manager.upsert_masterkey(mk))
+                await self.dpapi_manager.upsert_masterkey(mk)
 
                 # Check if it was decrypted
-                stored_mk = asyncio.run(self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid))
+                stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
                 was_decrypted = stored_mk and stored_mk.is_decrypted
 
                 if was_decrypted:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 55dd425..9a97e8e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -348,7 +348,9 @@ class LsassDumpParser(EnrichmentModule):
 
         return logon_sessions, credentials, tickets, masterkeys
 
-    def _create_finding_summary(self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list) -> str:
+    async def _create_finding_summary(
+        self, logon_sessions: list, credentials: list, tickets: list, masterkeys: list
+    ) -> str:
         """Creates a markdown summary for the LSASS dump findings."""
         summary = "# LSASS Dump Analysis Results\n\n"
 
@@ -432,7 +434,7 @@ class LsassDumpParser(EnrichmentModule):
 
         if logon_sessions or credentials or tickets or masterkeys:
             # Create finding summary
-            summary_markdown = self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
+            summary_markdown = await self._create_finding_summary(logon_sessions, credentials, tickets, masterkeys)
 
             # Prepare credentials data for serialization (convert objects to dicts)
             credentials_data = []
@@ -552,27 +554,18 @@ class LsassDumpParser(EnrichmentModule):
         try:
             # Check if there's already a running loop
             loop = asyncio.get_running_loop()
-            # If we get here, there's already a running loop
-            # We cannot use run_until_complete in this case
-            logger.error("Cannot run synchronous process method from within an async context")
-            return None
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
         except RuntimeError:
             # No running loop, create a new event loop
-            loop = asyncio.new_event_loop()
-            asyncio.set_event_loop(loop)
             try:
-                return loop.run_until_complete(self._process_async(object_id, file_path))
+                return asyncio.run(self._process_async(object_id, file_path))
             except Exception as e:
                 logger.exception(e, message="Error processing LSASS dump file")
                 return None
-            finally:
-                loop.close()
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
 
-        logger.debug("Starting async processing of LSASS dump", object_id=object_id)
-
         with DaprClient() as client:
             secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
             postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
@@ -584,6 +577,8 @@ class LsassDumpParser(EnrichmentModule):
 
         self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
 
+        logger.debug("Starting async processing of LSASS dump", object_id=object_id)
+
         file_enriched = get_file_enriched(object_id)
 
         # Use provided file_path if available, otherwise download
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 29e0954..c72b8ad 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -21,7 +21,7 @@ from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict, field_validator
 
-from .crypto import MasterKeyEncryptionKey
+from .crypto import BlobDecryptionError, MasterKeyEncryptionKey
 from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
@@ -242,7 +242,7 @@ class Blob(BaseModel):
         blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
 
         if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):
-            raise ValueError("Failed to decrypt blob with provided master key")
+            raise BlobDecryptionError("Failed to decrypt blob with provided master key")
 
         if not blob_dpapick.cleartext:
             raise Exception("Decryption succeeded but no cleartext available")
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 87d8f5a..0a147f1 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -34,11 +34,12 @@ if TYPE_CHECKING:
         MasterKeyRepository,
     )
 
+from .protocols import DpapiManagerProtocol
 from .repositories import MasterKeyFilter
 
 
 # TODO: Make thread safe
-class DpapiManager(Publisher):
+class DpapiManager(Publisher, DpapiManagerProtocol):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
     def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
new file mode 100644
index 0000000..71c9f45
--- /dev/null
+++ b/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
@@ -0,0 +1,53 @@
+"""Null DPAPI manager implementation."""
+
+from typing import Any
+from uuid import UUID
+
+from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .exceptions import MasterKeyNotFoundError
+from .protocols import DpapiManagerProtocol
+from .repositories import MasterKeyFilter
+
+
+class NullDpapiManager(DpapiManagerProtocol):
+    """Null object implementation of DPAPI manager that does nothing when methods are invoked."""
+
+    async def __aenter__(self) -> "NullDpapiManager":
+        """Async context manager entry."""
+        return self
+
+    async def __aexit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None:
+        """Async context manager exit."""
+        pass
+
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey (does nothing)."""
+        pass
+
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+        """Add or update a domain backup key (does nothing)."""
+        pass
+
+    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential (does nothing)."""
+        pass
+
+    async def decrypt_blob(self, blob: Blob) -> bytes:
+        """Decrypt a DPAPI blob (always fails)."""
+        raise MasterKeyNotFoundError(blob.masterkey_guid)
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID (always returns None)."""
+        return None
+
+    async def get_all_masterkeys(
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering (always returns empty list)."""
+        return []
+
+    async def close(self) -> None:
+        """Close the manager and cleanup resources (does nothing)."""
+        pass
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
new file mode 100644
index 0000000..8f74830
--- /dev/null
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -0,0 +1,53 @@
+"""Null DPAPI manager implementation."""
+
+from typing import Any
+from uuid import UUID
+
+from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .exceptions import MasterKeyNotFoundError
+from .protocols import DpapiManagerProtocol
+from .repositories import MasterKeyFilter
+
+
+class NullDpapiManager(DpapiManagerProtocol):
+    """Null object implementation of DPAPI manager that does nothing when methods are invoked."""
+
+    async def __aenter__(self) -> "NullDpapiManager":
+        """Async context manager entry."""
+        return self
+
+    async def __aexit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None:
+        """Async context manager exit."""
+        pass
+
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey (does nothing)."""
+        pass
+
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+        """Add or update a domain backup key (does nothing)."""
+        pass
+
+    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential (does nothing)."""
+        pass
+
+    async def decrypt_blob(self, blob: Blob) -> bytes:
+        """Decrypt a DPAPI blob (always fails)."""
+        raise MasterKeyNotFoundError(blob.masterkey_guid)
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID (always returns None)."""
+        return None
+
+    async def get_all_masterkeys(
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering (always returns empty list)."""
+        return []
+
+    async def close(self) -> None:
+        """Close the manager and cleanup resources (does nothing)."""
+        pass
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
new file mode 100644
index 0000000..e3e6aed
--- /dev/null
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -0,0 +1,52 @@
+"""Protocol definitions for DPAPI components."""
+
+from typing import Protocol, runtime_checkable
+from uuid import UUID
+
+from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .repositories import MasterKeyFilter
+
+
+@runtime_checkable
+class DpapiManagerProtocol(Protocol):
+    """Protocol defining the interface for DPAPI managers."""
+
+    async def __aenter__(self):
+        """Async context manager entry."""
+        ...
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        """Async context manager exit."""
+        ...
+
+    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
+        """Add or update a masterkey (encrypted or plaintext)."""
+        ...
+
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+        """Add or update a domain backup key."""
+        ...
+
+    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+        """Add or update a DPAPI system credential."""
+        ...
+
+    async def decrypt_blob(self, blob: Blob) -> bytes:
+        """Decrypt a DPAPI blob using available masterkeys."""
+        ...
+
+    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
+        """Retrieve a masterkey by GUID."""
+        ...
+
+    async def get_all_masterkeys(
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+    ) -> list[MasterKey]:
+        """Retrieve masterkeys with optional filtering."""
+        ...
+
+    async def close(self) -> None:
+        """Close the manager and cleanup resources."""
+        ...
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 4b59670..f36754c 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -9,7 +9,7 @@ import pytest
 from impacket.dpapi import DPAPI_BLOB
 from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
 from nemesis_dpapi.core import DpapiSystemCredential, MasterKey, MasterKeyPolicy
-from nemesis_dpapi.crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
+from nemesis_dpapi.crypto import BlobDecryptionError, CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
 masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
 masterkey_bytes = bytes.fromhex(
@@ -666,7 +666,7 @@ class TestBlobDecrypt:
             guid=blob.masterkey_guid, plaintext_key=b"dummy_key" * 8, plaintext_key_sha1=wrong_masterkey_sha1
         )
 
-        with pytest.raises(ValueError, match="Failed to decrypt blob with provided master key"):
+        with pytest.raises(BlobDecryptionError):
             blob.decrypt(masterkey)
 
     def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 2ccfcb8..a238348 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -412,8 +412,8 @@ class WorkflowManager:
                 try:
                     # Use wait_for to implement a timeout
                     processing_time = time.time() - workflow_start_time
-                    logger.info(
-                        "Waiting for workflow completion",
+                    logger.debug(
+                        "Monitoring for workflow completion",
                         processing_time=f"{processing_time:.4f}s",
                     )
 
@@ -552,7 +552,7 @@ class WorkflowManager:
                         "Waiting for workflow completion",
                         processing_time=f"{time.time() - workflow_start_time:.4f}s",
                     )
-                    await asyncio.sleep(0.1)
+                    await asyncio.sleep(5)
 
                 except Exception as e:
                     # specific case when we're standing the system down, so want to mark this as still running

From 002b8ba910fafbc0c078195f1b2c4efd1bfbc2fe Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 29 Sep 2025 14:55:09 -0700
Subject: [PATCH 092/279] fixup old local state parsing

---
 libs/chromium/chromium/helpers.py     | 14 ++++----------
 libs/chromium/chromium/local_state.py |  3 ++-
 libs/chromium/chromium/logins.py      | 16 +++++++++-------
 3 files changed, 15 insertions(+), 18 deletions(-)

diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 7450cbb..74e52a2 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -8,8 +8,7 @@ import psycopg
 import structlog
 from Crypto.Cipher import AES, ChaCha20_Poly1305
 from dapr.clients import DaprClient
-from impacket.dpapi import DPAPI_BLOB
-from impacket.uuid import bin_to_string
+from nemesis_dpapi import Blob
 
 logger = structlog.get_logger(module=__name__)
 
@@ -101,15 +100,10 @@ def detect_encryption_type(encrypted_value: bytes) -> tuple[str, str | None]:
     # Check for DPAPI (first 4 bytes are \x01\x00\x00\x00)
     if encrypted_value[:4] == b"\x01\x00\x00\x00":
         try:
-            blob = DPAPI_BLOB(encrypted_value)
-            if blob.rawData is not None:
-                blob.rawData = blob.rawData[: len(blob.getData())]
-                masterkey_guid = bin_to_string(blob["GuidMasterKey"]).lower()
-                return "dpapi", masterkey_guid
+            blob = Blob.parse(encrypted_value)
+            return "dpapi", str(blob.masterkey_guid)
         except Exception as e:
-            logger.warning("Failed to parse DPAPI blob", error=str(e))
-            return "dpapi", None
-        return "dpapi", None
+            raise Exception(f"Found DPAPI app bound key, but couldn't parse blob: {str(e)}") from e
 
     # Check for key-based encryption (v10, v11)
     if len(encrypted_value) >= 3:
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index eb380ba..e3975a3 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -57,7 +57,7 @@ async def process_chromium_local_state(
     with psycopg.connect(conn_str) as pg_conn:
         state_key_data = await _insert_state_keys(file_enriched, username, browser, content, pg_conn, dpapi_manager)
 
-    logger.warning("Completed processing Chromium Local State", object_id=object_id)
+    logger.debug("Completed processing Chromium Local State", object_id=object_id)
     return state_key_data
 
 
@@ -155,6 +155,7 @@ async def _insert_state_keys(
         app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
         app_bound_key_enc = b""
         app_bound_key_system_masterkey_guid = None
+        app_bound_key_user_masterkey_guid = None
 
         if app_bound_key_b64:
             logger.debug("Found v2 app bound key encrypted_key in Local State")
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
index a9c069f..210ea2d 100644
--- a/libs/chromium/chromium/logins.py
+++ b/libs/chromium/chromium/logins.py
@@ -1,7 +1,7 @@
 """Chromium Login Data file parsing and database operations."""
 
-import sqlite3
 import asyncio
+import sqlite3
 
 import psycopg
 import structlog
@@ -109,7 +109,7 @@ def _insert_logins(
                 try:
                     password_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(password_value)))
                     if password_dec_bytes:
-                        password_value_dec = password_dec_bytes.decode('utf-8', errors='replace')
+                        password_value_dec = password_dec_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
                 except:
                     pass
@@ -134,13 +134,15 @@ def _insert_logins(
                                     password_dec_bytes = password_dec_bytes[:-16]
                                 # v20 passwords typically don't have offset like cookies
 
-                                password_value_dec = password_dec_bytes.decode('utf-8', errors='replace')
+                                password_value_dec = password_dec_bytes.decode("utf-8", errors="replace")
                                 is_decrypted = True
                         except Exception as e:
-                            logger.debug("Failed to decrypt password with state key",
-                                       state_key_id=state_key_id,
-                                       encryption_type=encryption_type,
-                                       error=str(e))
+                            logger.debug(
+                                "Failed to decrypt password with state key",
+                                state_key_id=state_key_id,
+                                encryption_type=encryption_type,
+                                error=str(e),
+                            )
 
             login_data = {
                 "originating_object_id": file_enriched.object_id,

From ff1c5e95405bc5cebff600985633025cffeb2473 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 29 Sep 2025 15:12:16 -0700
Subject: [PATCH 093/279] debug logging

---
 libs/chromium/chromium/local_state.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index e3975a3..88a10ca 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -160,7 +160,7 @@ async def _insert_state_keys(
         if app_bound_key_b64:
             logger.debug("Found v2 app bound key encrypted_key in Local State")
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
-            logger.warning(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
+            logger.debug(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
             drive, parts = ntpath.splitdrive(file_enriched.path)
             masterkey_path = (

From 0eb5504bdc257c19185f48ccadcbdc88861185e8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 29 Sep 2025 16:33:27 -0700
Subject: [PATCH 094/279] dpapi fixes/refactorings, enrichment logging

---
 .../base64_decoder/analyzer.py                |   4 +-
 .../certificate/analyzer.py                   |   4 +-
 .../chromium_cookies/analyzer.py              |   4 +-
 .../chromium_history/analyzer.py              |   4 +-
 .../chromium_logins/analyzer.py               |   4 +-
 .../container/analyzer.py                     |   4 +-
 .../container_contents/analyzer.py            |   4 +-
 .../dotnet/analyzer.py                        |   9 +-
 .../dpapi_blob/analyzer.py                    |  15 +-
 .../dpapi_blob/dpapi_helpers.py               |   2 +-
 .../dpapi_masterkey/analyzer.py               |   8 +-
 .../filename/analyzer.py                      |   4 +-
 .../filezilla/analyzer.py                     |   4 +-
 .../gitcredentials/analyzer.py                |   4 +-
 .../file_enrichment_modules/kdbx/analyzer.py  |   4 +-
 .../keytab/analyzer.py                        |   4 +-
 .../file_enrichment_modules/lnk/analyzer.py   |   4 +-
 .../office_doc/analyzer.py                    |   4 +-
 .../parquet/analyzer.py                       |   4 +-
 .../file_enrichment_modules/pdf/analyzer.py   |   4 +-
 .../file_enrichment_modules/pe/analyzer.py    |   4 +-
 .../file_enrichment_modules/pii/analyzer.py   |   4 +-
 .../putty_reg/analyzer.py                     |   4 +-
 .../registry_hive/analyzer.py                 |  18 +-
 .../file_enrichment_modules/slack/analyzer.py |   4 +-
 .../sqlite/analyzer.py                        |   4 +-
 .../sysprep/analyzer.py                       |   4 +-
 .../unattend_xml/analyzer.py                  |   4 +-
 .../vnc_ini/analyzer.py                       |   4 +-
 .../file_enrichment_modules/yara/analyzer.py  |   4 +-
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |  34 +-
 .../nemesis_dpapi/auto_decrypt.py             |   5 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 222 +----
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |   4 +-
 .../nemesis_dpapi/nemesis_dpapi/exceptions.py |  22 +-
 .../nemesis_dpapi/{crypto.py => keys.py}      | 223 ++++-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  11 +-
 .../nemesis_dpapi/masterkey_decryptor.py      |   3 +-
 .../nemesis_dpapi/noop_manager.py             |   3 +-
 .../nemesis_dpapi/null_manager.py             |   5 +-
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py |   5 +-
 .../nemesis_dpapi/repositories.py             |   3 +-
 .../nemesis_dpapi/storage_in_memory.py        |   3 +-
 .../nemesis_dpapi/storage_postgres.py         |   3 +-
 .../tests/benchmarks/__init__.py              |   2 +-
 .../benchmarks/bench_backupkey_decryption.py  |   3 +-
 .../bench_masterkey_password_decryption.py    |   4 +-
 libs/nemesis_dpapi/tests/test_core.py         | 338 +-------
 libs/nemesis_dpapi/tests/test_crypto.py       | 454 ----------
 libs/nemesis_dpapi/tests/test_keys.py         | 788 ++++++++++++++++++
 .../file_enrichment/routes/dpapi.py           |  13 +-
 51 files changed, 1158 insertions(+), 1142 deletions(-)
 rename libs/nemesis_dpapi/nemesis_dpapi/{crypto.py => keys.py} (52%)
 delete mode 100644 libs/nemesis_dpapi/tests/test_crypto.py
 create mode 100644 libs/nemesis_dpapi/tests/test_keys.py

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
index 9c22ecb..0b2e1b0 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/base64_decoder/analyzer.py
@@ -5,15 +5,15 @@ import re
 import tempfile
 from typing import Any
 
-import structlog
 from common.helpers import is_plaintext
+from common.logger import get_logger
 from common.models import EnrichmentResult, File, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class Base64DecoderAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
index 3b5ba64..7c95b70 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/certificate/analyzer.py
@@ -3,7 +3,7 @@ import tempfile
 from datetime import UTC, datetime
 from pathlib import Path
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -12,7 +12,7 @@ from cryptography.hazmat.primitives import serialization
 from cryptography.hazmat.primitives.serialization import pkcs12
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class CertificateAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index f7d9d38..2d8c428 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -5,9 +5,9 @@ import tempfile
 from datetime import UTC, datetime
 from typing import TYPE_CHECKING
 
-import structlog
 import yara_x
 from chromium import convert_chromium_timestamp, process_chromium_cookies
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -16,7 +16,7 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ChromeCookiesParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
index c301eee..759a3df 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
@@ -3,15 +3,15 @@ import csv
 import sqlite3
 import tempfile
 
-import structlog
 import yara_x
 from chromium import convert_chromium_timestamp, process_chromium_history
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ChromeHistoryParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index c9fe3c3..2f5627d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -4,9 +4,9 @@ import sqlite3
 import tempfile
 from typing import TYPE_CHECKING
 
-import structlog
 import yara_x
 from chromium import convert_chromium_timestamp, process_chromium_logins
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -15,7 +15,7 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ChromeLoginsParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
index 02b5eb6..1ddb464 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
@@ -5,14 +5,14 @@ import zipfile
 from datetime import UTC, datetime
 
 import py7zr
-import structlog
 from common.helpers import is_container
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ContainerAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
index e478f56..de75275 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/analyzer.py
@@ -2,8 +2,8 @@
 import os
 import tempfile
 
-import structlog
 from common.helpers import is_container
+from common.logger import get_logger
 from common.models import EnrichmentResult, File, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -11,7 +11,7 @@ from dapr.clients import DaprClient
 from file_enrichment_modules.container_contents.containers import ContainerExtractor
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ContainerContentsAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
index 08cfa8d..1fc3322 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dotnet/analyzer.py
@@ -5,17 +5,14 @@ from pathlib import Path
 from typing import Union
 
 import dnfile
-import structlog
-from common.models import (
-    DotNetInput,
-    EnrichmentResult,
-)
+from common.logger import get_logger
+from common.models import DotNetInput, EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def get_typerefs(assembly):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index b2321b9..a3e356c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -1,6 +1,5 @@
 # enrichment_modules/dpapi/analyzer.py
 import asyncio
-import base64
 
 import yara_x
 from common.logger import get_logger
@@ -10,7 +9,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.dpapi_blob.dpapi_helpers import carve_dpapi_blobs_from_file
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import Blob, DpapiBlobDecryptionError, DpapiManager
+from nemesis_dpapi import Blob, BlobDecryptionError, DpapiManager
 
 logger = get_logger(__name__)
 
@@ -49,7 +48,7 @@ rule has_dpapi_blob
         """
         file_enriched = get_file_enriched(object_id)
         if file_enriched.size > self.size_limit:
-            logger.warning(
+            logger.debug(
                 f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
             )
 
@@ -136,11 +135,13 @@ rule has_dpapi_blob
                         logger.info(
                             "Successfully decrypted blob",
                             masterkey_guid=carved_blob["dpapi_master_key_guid"],
-                            b64_dec_blob=base64.b64encode(carved_blob_dec).decode("utf-8"),
+                            # b64_dec_blob=base64.b64encode(carved_blob_dec).decode("utf-8"),
                         )
-                        # TODO: handle this?
-                except DpapiBlobDecryptionError as e:
-                    logger.warning(f"Blob decryption error: {carved_blob['dpapi_master_key_guid']}. Error: {e}")
+                        # TODO: do something with the decrypted blob?
+                except BlobDecryptionError as e:
+                    logger.warning(
+                        f"Unable to decrypt local state DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
+                    )
                 except Exception as e:
                     logger.warning(
                         f"Unable to decrypt carved DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index c7ae574..953dad9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -9,7 +9,7 @@ logger = structlog.get_logger(module=__name__)
 
 
 class ParsedDpapiBlob(BaseModel):
-    dpapi_master_key_guid: str | None = str
+    dpapi_master_key_guid: str | None = ""
     dpapi_data_b64: str | None = None
     dpapi_blob_raw: bytes | None = None
     success: bool = False  # true/false if parsing was successful or not
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index a75b851..c22e3c5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -3,19 +3,19 @@ import asyncio
 import re
 from typing import TYPE_CHECKING
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager
-from nemesis_dpapi.core import MasterKey, MasterKeyFile
+from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile
 
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+
+logger = get_logger(__name__)
 
 
 class DPAPIMasterkeyAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
index c1b8a60..a5fe2e3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filename/analyzer.py
@@ -1,9 +1,9 @@
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class FilenameScanner(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
index 6102bb6..42c6946 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/filezilla/analyzer.py
@@ -4,14 +4,14 @@ import tempfile
 import xml.etree.ElementTree as ET
 from pathlib import Path
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class FileZillaParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
index 8e7690d..e945a2b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/gitcredentials/analyzer.py
@@ -4,13 +4,13 @@ import tempfile
 import textwrap
 from pathlib import Path
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Port of https://github.com/NetSPI/PowerHuntShares/blob/46238ba37dc85f65f2c1d7960f551ea3d80c236a/Scripts/ConfigParsers/parser-gitcredentials.ps1
 #   Original Author: Scott Sutherland, NetSPI (@_nullbind / nullbind)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
index 27785cb..97291e1 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/analyzer.py
@@ -4,14 +4,14 @@ import tempfile
 import uuid
 from typing import Any
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.kdbx.keepass2john import process_database
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def get_encryption_algorithm_name(uuid_str: str) -> str:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
index b0299cd..b93c87e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
@@ -4,14 +4,14 @@ import tempfile
 from datetime import UTC, datetime
 from struct import unpack
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class KeytabAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
index 812ab1e..9e5a42f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
@@ -5,14 +5,14 @@ import textwrap
 from datetime import datetime
 
 import LnkParse3
-import structlog
 import yaml
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def get_lnk_file_display(lnk_file, print_all=False):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
index a039efa..515a140 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/analyzer.py
@@ -7,7 +7,7 @@ from typing import Any
 
 import msoffcrypto
 import olefile
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -15,7 +15,7 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.office_doc.office2john import extract_file_encryption_hash
 from oletools.olevba import VBA_Parser
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def create_encryption_finding(file_enriched, encryption_hash: str, module_name: str) -> Finding:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
index 93425fa..2b6b7fe 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/parquet/analyzer.py
@@ -3,13 +3,13 @@ import csv
 import tempfile
 
 import pyarrow.parquet as pq
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ParquetFileParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
index 67bf373..323271e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pdf/analyzer.py
@@ -2,7 +2,7 @@
 from datetime import datetime
 from typing import Any
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -10,7 +10,7 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.pdf.pdf2john import PdfParser
 from pypdf import PdfReader
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def parse_pdf_file(file_path: str) -> dict[str, Any]:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
index cdfaf9a..59fdcbc 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pe/analyzer.py
@@ -3,14 +3,14 @@ from pathlib import Path
 from typing import Any
 
 import lief
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 # # simpler but may have additional information we often don't care about
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
index f9029b4..a410d41 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pii/analyzer.py
@@ -3,14 +3,14 @@ import tempfile
 import threading
 from pathlib import Path
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class PIIAnalyzer(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
index 3273b01..67ee153 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/putty_reg/analyzer.py
@@ -4,14 +4,14 @@ import tempfile
 import textwrap
 from pathlib import Path
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Port of https://github.com/NetSPI/PowerHuntShares/blob/46238ba37dc85f65f2c1d7960f551ea3d80c236a/Scripts/ConfigParsers/parser-putty.reg.ps1
 #   Original Author: Scott Sutherland, NetSPI (@_nullbind / nullbind)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 97b5db6..5f51242 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -8,21 +8,14 @@ import textwrap
 from typing import TYPE_CHECKING
 
 import psycopg
-import structlog
-from common.models import (
-    EnrichmentResult,
-    FileObject,
-    Finding,
-    FindingCategory,
-    FindingOrigin,
-    Transform,
-)
+from common.logger import get_logger
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
-from nemesis_dpapi.core import DpapiSystemCredential
+from nemesis_dpapi import DpapiSystemCredential
 from psycopg.rows import dict_row
 from pypykatz.registry.offline_parser import OffineRegistry as OfflineRegistry
 from regipy.registry import RegistryHive
@@ -30,7 +23,8 @@ from regipy.registry import RegistryHive
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
 
-logger = structlog.get_logger(module=__name__)
+
+logger = get_logger(__name__)
 
 
 class RegistryHiveAnalyzer(EnrichmentModule):
@@ -53,7 +47,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         # This is because the "strings.txt" of a registry hive
         #   has a matching magic type of the registry hive itself
-        if mime_type != 'application/octet-stream':
+        if mime_type != "application/octet-stream":
             return False
 
         # Check if it's a Windows registry hive
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
index 1f129d4..97c35e4 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/slack/analyzer.py
@@ -4,14 +4,14 @@ import json
 import tempfile
 from datetime import datetime
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class SlackRootStateParser(EnrichmentModule):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
index b877bac..752a435 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
@@ -4,13 +4,13 @@ import sqlite3
 import tempfile
 from typing import Any
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def safe_str_conversion(value: Any) -> str:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
index c72c150..c343bb0 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sysprep/analyzer.py
@@ -3,14 +3,14 @@ import tempfile
 import textwrap
 from pathlib import Path
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Port of https://github.com/NetSPI/PowerHuntShares/blob/46238ba37dc85f65f2c1d7960f551ea3d80c236a/Scripts/ConfigParsers/parser-sysprep.inf.ps1
 #   Original Author: Scott Sutherland, NetSPI (@_nullbind / nullbind)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
index fec5cae..4dc87f7 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/unattend_xml/analyzer.py
@@ -4,14 +4,14 @@ import tempfile
 import xml.etree.ElementTree as ET
 from pathlib import Path
 
-import structlog
 import yara_x
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Port of https://github.com/NetSPI/PowerHuntShares/blob/46238ba37dc85f65f2c1d7960f551ea3d80c236a/Scripts/ConfigParsers/parser-unattend.xml.ps1
 #   Original Author: Scott Sutherland, NetSPI (@_nullbind / nullbind)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
index 8f9b675..1593e54 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/vnc_ini/analyzer.py
@@ -3,14 +3,14 @@ import tempfile
 import textwrap
 from pathlib import Path
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from Crypto.Cipher import DES
 from file_enrichment_modules.module_loader import EnrichmentModule
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Port of https://github.com/NetSPI/PowerHuntShares/blob/46238ba37dc85f65f2c1d7960f551ea3d80c236a/Scripts/ConfigParsers/parser-vnc.ini.ps1
 #   Original Author: Scott Sutherland, NetSPI (@_nullbind / nullbind)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
index d8b460f..c220ec3 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/analyzer.py
@@ -1,14 +1,14 @@
 import base64
 import binascii
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_enrichment_modules.yara.yara_manager import YaraRuleManager
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def yara_match_to_markdown(match):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index d9a5ba4..5cc0d26 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,35 +1,51 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
-from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey, MasterKeyFile
-from .crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
+from .core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy
 from .exceptions import (
-    DpapiBlobDecryptionError,
+    BlobDecryptionError,
     DpapiError,
     MasterKeyDecryptionError,
     MasterKeyNotDecryptedError,
     MasterKeyNotFoundError,
     StorageError,
 )
+from .keys import (
+    CredKey,
+    CredKeyHashType,
+    DomainBackupKey,
+    DpapiSystemCredential,
+    MasterKeyEncryptionKey,
+    NtlmHash,
+    Password,
+    Pbkdf2Hash,
+    Sha1Hash,
+)
 from .manager import DpapiManager
 from .repositories import MasterKeyFilter
 
 __all__ = [
     # Main classes
     "Blob",
+    "DpapiManager",
+    "MasterKey",
+    "MasterKeyDecryptionError",
+    "MasterKeyPolicy",
+    "MasterKeyFile",
+    "MasterKeyFilter",
+    # Keys
     "CredKey",
     "CredKeyHashType",
     "DomainBackupKey",
-    "DpapiManager",
     "DpapiSystemCredential",
-    "MasterKey",
-    "MasterKeyDecryptionError",
     "MasterKeyEncryptionKey",
-    "MasterKeyFile",
-    "MasterKeyFilter",
+    "NtlmHash",
+    "Password",
+    "Pbkdf2Hash",
+    "Sha1Hash",
     # Exceptions
+    "BlobDecryptionError",
     "DpapiError",
     "MasterKeyNotFoundError",
     "MasterKeyNotDecryptedError",
-    "DpapiBlobDecryptionError",
     "StorageError",
 ]
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 1eb8568..dc703f6 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -6,11 +6,11 @@ from logging import getLogger
 from typing import TYPE_CHECKING
 from uuid import UUID
 
-from nemesis_dpapi.crypto import MasterKeyEncryptionKey
 from nemesis_dpapi.exceptions import MasterKeyDecryptionError
+from nemesis_dpapi.keys import MasterKeyEncryptionKey
 from nemesis_dpapi.repositories import MasterKeyFilter
 
-from .core import DpapiSystemCredential, MasterKey, MasterKeyFile, MasterKeyPolicy
+from .core import MasterKey, MasterKeyFile, MasterKeyPolicy
 from .eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -18,6 +18,7 @@ from .eventing import (
     NewDpapiSystemCredentialEvent,
     NewEncryptedMasterKeyEvent,
 )
+from .keys import DpapiSystemCredential
 
 if TYPE_CHECKING:
     from .manager import DpapiManager
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index c72b8ad..7ae39d4 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -6,23 +6,15 @@ from enum import IntFlag
 from pathlib import Path
 from uuid import UUID
 
-from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
 from dpapick3 import blob as dpapick3_blob
-from impacket.dpapi import (
-    DPAPI_BLOB,
-    DPAPI_DOMAIN_RSA_MASTER_KEY,
-    PRIVATE_KEY_BLOB,
-    PVK_FILE_HDR,
-    privatekeyblob_to_pkcs1,
-)
-from impacket.dpapi import DomainKey as ImpacketDomainKey
+from impacket.dpapi import DPAPI_BLOB
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
-from pydantic import ConfigDict, field_validator
+from pydantic import ConfigDict
 
-from .crypto import BlobDecryptionError, MasterKeyEncryptionKey
-from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
+from .exceptions import BlobDecryptionError, BlobParsingError, MasterKeyDecryptionError
+from .keys import MasterKeyEncryptionKey
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
@@ -174,7 +166,7 @@ class Blob(BaseModel):
         try:
             dpapi_blob = DPAPI_BLOB(data)
         except Exception as e:
-            raise ValueError(f"Failed to parse DPAPI blob: {e}") from e
+            raise BlobParsingError(f"Failed to parse DPAPI blob: {e}") from e
 
         # Convert impacket DPAPI_BLOB fields to our Blob class fields
         # Parse Windows GUIDs from bytes to UUID
@@ -186,13 +178,13 @@ class Blob(BaseModel):
 
         # Validate versions are both 1
         if dpapi_blob["Version"] != 1:
-            raise ValueError(f"Invalid outer version: {dpapi_blob['Version']}")
+            raise BlobParsingError(f"Invalid outer version: {dpapi_blob['Version']}")
         if dpapi_blob["MasterKeyVersion"] != 1:
-            raise ValueError(f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}")
+            raise BlobParsingError(f"Invalid master key version: {dpapi_blob['MasterKeyVersion']}")
 
         # Validate the provider GUID is DF9D8CD0-1501-11D1-8C7A-00C04FC297EB
         if provider_guid != DEFAULT_BLOB_PROVIDER_GUID:
-            raise ValueError(f"Invalid provider GUID: {provider_guid}")
+            raise BlobParsingError(f"Invalid provider GUID: {provider_guid}")
 
         description = ""
         if dpapi_blob["Description"]:
@@ -381,201 +373,3 @@ class MasterKeyFile(BaseModel):
             domain_backup_key=backup_dc_key,
             raw_bytes=data,
         )
-
-
-class DomainBackupKey(BaseModel):
-    """Represents a domain backup key for decrypting masterkeys."""
-
-    model_config = {"frozen": True}
-
-    guid: UUID
-    key_data: bytes
-    domain_controller: str | None = None
-
-    @field_validator("key_data")
-    @classmethod
-    def validate_key_data(cls, v: bytes) -> bytes:
-        """Validate that key_data contains a correctly formatted domain backup key.
-
-        A valid domain backup key should:
-        1. Be at least large enough to contain a PVK file header
-        2. Have a valid PVK file header structure
-        3. Have a valid PRIVATE_KEY_BLOB structure following the header
-
-        Args:
-            v: The key_data bytes to validate
-
-        Returns:
-            The validated key_data bytes
-
-        Raises:
-            ValueError: If the key_data is not a valid domain backup key
-        """
-        if not isinstance(v, bytes):
-            raise ValueError("key_data must be bytes")
-
-        # Check minimum size - PVK header is at least 20 bytes
-        pvk_header_size = len(PVK_FILE_HDR())
-        if len(v) < pvk_header_size:
-            raise ValueError(
-                f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header"
-            )
-
-        try:
-            # Validate PVK header can be parsed
-            PVK_FILE_HDR(v[:pvk_header_size])
-        except Exception as e:
-            raise ValueError(f"Invalid PVK file header: {e}") from e
-
-        try:
-            # Validate PRIVATE_KEY_BLOB can be parsed from the remaining data
-            private_key_data = v[pvk_header_size:]
-            if len(private_key_data) == 0:
-                raise ValueError("No private key data found after PVK header")
-            PRIVATE_KEY_BLOB(private_key_data)
-        except Exception as e:
-            raise ValueError(f"Invalid private key blob: {e}") from e
-
-        return v
-
-    def decrypt_masterkey_file(self, masterkey_file: MasterKeyFile) -> MasterKey:
-        """Decrypt a masterkey file using this domain backup key.
-
-        Args:
-            masterkey_file: The masterkey file to decrypt
-
-        Returns:
-            MasterKey instance with decrypted key data
-
-        Raises:
-            MasterKeyDecryptionError: If masterkey file has no domain backup key or decryption fails
-            InvalidBackupKeyError: If domain backup key is invalid or malformed
-        """
-        if not masterkey_file.domain_backup_key:
-            raise ValueError("Masterkey file contains no domain backup key data")
-
-        try:
-            domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
-        except Exception as e:
-            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
-
-        try:
-            # Extract the private key from the backup key data
-            key = PRIVATE_KEY_BLOB(self.key_data[len(PVK_FILE_HDR()) :])
-            private = privatekeyblob_to_pkcs1(key)
-            cipher = PKCS1_v1_5.new(private)
-        except Exception as e:
-            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
-
-        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
-        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
-
-        if not decrypted_key:
-            raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
-
-        domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
-        buffer = domain_master_key["buffer"]
-
-        # If it's a version 3 masterkey, skip the first 8 bytes (structure is different)
-        if len(decrypted_key) == 128:
-            key_offset = 8
-        elif len(decrypted_key) == 104:
-            key_offset = 0
-        else:
-            raise MasterKeyDecryptionError(
-                f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
-            )
-
-        plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
-        plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
-
-        return MasterKey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,
-            encrypted_key_backup=masterkey_file.domain_backup_key,
-            plaintext_key=plaintext_key,
-            plaintext_key_sha1=plaintext_key_sha1,
-            backup_key_guid=self.guid,
-        )
-
-
-class DpapiSystemCredential(BaseModel):
-    """Represents the DPAPI_SYSTEM LSA secret key for decrypting machine-protected masterkeys."""
-
-    model_config = ConfigDict(frozen=True)
-
-    user_key: bytes
-    machine_key: bytes
-
-    @classmethod
-    def from_bytes(cls, dpapi_system_data: bytes | str) -> "DpapiSystemCredential":
-        """Create a DpapiSystemCredential from bytes.
-
-        Args:
-            dpapi_system_data (bytes | str): 40-byte DPAPI_SYSTEM LSA secret
-                (as raw bytes or hex string).
-
-        Returns:
-            DpapiSystemKey: A new instance created from the given secret.
-
-        Raises:
-            ValueError: If dpapi_system_data is not exactly 40 bytes or
-                80 hex characters.
-
-        Note:
-            For creating a DpapiSystemCredential from the bytes of the
-            DPAPI_SYSTEM LSA secret, use the from_lsa_secret method instead.
-        """
-
-        if isinstance(dpapi_system_data, str):
-            try:
-                dpapi_system_bytes = bytes.fromhex(dpapi_system_data)
-            except ValueError as e:
-                raise ValueError(f"Invalid hex string: {e}") from e
-        else:
-            dpapi_system_bytes = dpapi_system_data
-
-        if len(dpapi_system_bytes) != 40:
-            raise ValueError(f"DPAPI_SYSTEM must be exactly 40 bytes, got {len(dpapi_system_bytes)}")
-
-        # Split into machine (first 20 bytes) and user (last 20 bytes) components
-        machine_key_bytes = dpapi_system_bytes[:20]
-        user_key_bytes = dpapi_system_bytes[20:]
-
-        return cls(user_key=user_key_bytes, machine_key=machine_key_bytes)
-
-    @classmethod
-    def from_lsa_secret(cls, lsa_secret_bytes: bytes | str) -> "DpapiSystemCredential":
-        """Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret.
-
-        Args:
-            lsa_secret_bytes: LSA secret structure containing version and keys (as bytes or hex string)
-
-        Returns:
-            DpapiSystemSecret instance
-
-        Raises:
-            ValueError: If structure is invalid or missing required data
-        """
-        # Convert hex string to bytes if needed
-        if isinstance(lsa_secret_bytes, str):
-            try:
-                lsa_secret_data = bytes.fromhex(lsa_secret_bytes)
-            except ValueError as e:
-                raise ValueError(f"Invalid hex string: {e}") from e
-        else:
-            lsa_secret_data = lsa_secret_bytes
-
-        if len(lsa_secret_data) != 44:  # 4 + 20 + 20 = minimum structure size
-            raise ValueError(f"Incorrect LSA secret size, expected at least 44 bytes, got {len(lsa_secret_data)}")
-
-        try:
-            # Parse structure: Version (4 bytes), MachineKey (20 bytes), UserKey (20 bytes)
-            version, machine_key, user_key = struct.unpack("<L20s20s", lsa_secret_data[:44])
-        except struct.error as e:
-            raise ValueError(f"Failed to parse LSA secret structure: {e}") from e
-
-        if version != 1:
-            raise ValueError(f"Unexpected LSA secret version: {version}, expected 1")
-
-        return cls(user_key=user_key, machine_key=machine_key)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index aceb544..ecac6fa 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -6,8 +6,8 @@ from uuid import UUID
 
 from pydantic import Field, field_validator
 
-from nemesis_dpapi.core import BaseModel, DpapiSystemCredential
-from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
+from nemesis_dpapi.core import BaseModel
+from nemesis_dpapi.keys import DpapiSystemCredential, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from nemesis_dpapi.types import Sid
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
index 9b349db..12205e0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
@@ -25,21 +25,13 @@ class MasterKeyNotDecryptedError(DpapiError):
         self.masterkey_guid = masterkey_guid
 
 
-class DpapiBlobDecryptionError(DpapiError):
-    """Raised when DPAPI blob decryption fails."""
-
-    def __init__(self, reason: str) -> None:
-        super().__init__(f"Failed to decrypt DPAPI blob: {reason}")
-        self.reason = reason
-
-
 class StorageError(DpapiError):
     """Raised when storage backend operations fail."""
 
     pass
 
 
-class DpapiCryptoError(Exception):
+class DpapiCryptoError(DpapiError):
     """Base exception for DPAPI cryptographic operations."""
 
     pass
@@ -55,3 +47,15 @@ class MasterKeyDecryptionError(DpapiCryptoError):
     """Raised when masterkey decryption fails."""
 
     pass
+
+
+class BlobParsingError(DpapiError):
+    """Raised when DPAPI blob data is invalid or malformed."""
+
+    pass
+
+
+class BlobDecryptionError(DpapiError):
+    """Raised when DPAPI blob decryption fails."""
+
+    pass
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
similarity index 52%
rename from libs/nemesis_dpapi/nemesis_dpapi/crypto.py
rename to libs/nemesis_dpapi/nemesis_dpapi/keys.py
index bd18252..96c5663 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/crypto.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -2,31 +2,25 @@
 
 from __future__ import annotations
 
+import struct
 from enum import Enum
 from typing import TYPE_CHECKING
+from uuid import UUID  # noqa: TC003 - need for pydantic
 
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
-from pydantic import BaseModel, field_validator
+from Cryptodome.Cipher import PKCS1_v1_5
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from impacket.dpapi import DomainKey as ImpacketDomainKey
+from pydantic import BaseModel, ConfigDict, field_validator
 
-from .exceptions import DpapiCryptoError
+from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
 
 if TYPE_CHECKING:
+    from .core import MasterKey, MasterKeyFile
     from .types import Sid
 
 
-class InvalidBlobDataError(DpapiCryptoError):
-    """Raised when DPAPI blob data is invalid or malformed."""
-
-    pass
-
-
-class BlobDecryptionError(DpapiCryptoError):
-    """Raised when DPAPI blob decryption fails."""
-
-    pass
-
-
 class Password(BaseModel):
     """Password credential."""
 
@@ -265,3 +259,204 @@ class MasterKeyEncryptionKey(BaseModel):
             dpapi_system_key: The DPAPI_SYSTEM key bytes
         """
         return cls(key=Sha1Hash(value=dpapi_system_key))
+
+
+class DomainBackupKey(BaseModel):
+    """Represents a domain backup key for decrypting masterkeys."""
+
+    model_config = {"frozen": True}
+
+    guid: UUID
+    key_data: bytes
+    domain_controller: str | None = None
+
+    @field_validator("key_data")
+    @classmethod
+    def validate_key_data(cls, v: bytes) -> bytes:
+        """Validate that key_data contains a correctly formatted domain backup key.
+
+        A valid domain backup key should:
+        1. Be at least large enough to contain a PVK file header
+        2. Have a valid PVK file header structure
+        3. Have a valid PRIVATE_KEY_BLOB structure following the header
+
+        Args:
+            v: The key_data bytes to validate
+
+        Returns:
+            The validated key_data bytes
+
+        Raises:
+            ValueError: If the key_data is not a valid domain backup key
+        """
+        if not isinstance(v, bytes):
+            raise ValueError("key_data must be bytes")
+
+        # Check minimum size - PVK header is at least 20 bytes
+        pvk_header_size = len(PVK_FILE_HDR())
+        if len(v) < pvk_header_size:
+            raise ValueError(
+                f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header"
+            )
+
+        try:
+            # Validate PVK header can be parsed
+            PVK_FILE_HDR(v[:pvk_header_size])
+        except Exception as e:
+            raise ValueError(f"Invalid PVK file header: {e}") from e
+
+        try:
+            # Validate PRIVATE_KEY_BLOB can be parsed from the remaining data
+            private_key_data = v[pvk_header_size:]
+            if len(private_key_data) == 0:
+                raise ValueError("No private key data found after PVK header")
+            PRIVATE_KEY_BLOB(private_key_data)
+        except Exception as e:
+            raise ValueError(f"Invalid private key blob: {e}") from e
+
+        return v
+
+    def decrypt_masterkey_file(self, masterkey_file: MasterKeyFile) -> MasterKey:
+        """Decrypt a masterkey file using this domain backup key.
+
+        Args:
+            masterkey_file: The masterkey file to decrypt
+
+        Returns:
+            MasterKey instance with decrypted key data
+
+        Raises:
+            MasterKeyDecryptionError: If masterkey file has no domain backup key or decryption fails
+            InvalidBackupKeyError: If domain backup key is invalid or malformed
+        """
+        # Local import to avoid circular dependency
+        from .core import MasterKey
+
+        if not masterkey_file.domain_backup_key:
+            raise ValueError("Masterkey file contains no domain backup key data")
+
+        try:
+            domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
+        except Exception as e:
+            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
+
+        try:
+            # Extract the private key from the backup key data
+            key = PRIVATE_KEY_BLOB(self.key_data[len(PVK_FILE_HDR()) :])
+            private = privatekeyblob_to_pkcs1(key)
+            cipher = PKCS1_v1_5.new(private)
+        except Exception as e:
+            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
+
+        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
+        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
+
+        if not decrypted_key:
+            raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+
+        domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
+        buffer = domain_master_key["buffer"]
+
+        # If it's a version 3 masterkey, skip the first 8 bytes (structure is different)
+        if len(decrypted_key) == 128:
+            key_offset = 8
+        elif len(decrypted_key) == 104:
+            key_offset = 0
+        else:
+            raise MasterKeyDecryptionError(
+                f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
+            )
+
+        plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
+        plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
+
+        return MasterKey(
+            guid=masterkey_file.masterkey_guid,
+            encrypted_key_usercred=masterkey_file.master_key,
+            encrypted_key_backup=masterkey_file.domain_backup_key,
+            plaintext_key=plaintext_key,
+            plaintext_key_sha1=plaintext_key_sha1,
+            backup_key_guid=self.guid,
+        )
+
+
+class DpapiSystemCredential(BaseModel):
+    """Represents the DPAPI_SYSTEM LSA secret key for decrypting machine-protected masterkeys."""
+
+    model_config = ConfigDict(frozen=True)
+
+    user_key: bytes
+    machine_key: bytes
+
+    @classmethod
+    def from_bytes(cls, dpapi_system_data: bytes | str) -> DpapiSystemCredential:
+        """Create a DpapiSystemCredential from bytes.
+
+        Args:
+            dpapi_system_data (bytes | str): 40-byte DPAPI_SYSTEM LSA secret
+                (as raw bytes or hex string).
+
+        Returns:
+            DpapiSystemKey: A new instance created from the given secret.
+
+        Raises:
+            ValueError: If dpapi_system_data is not exactly 40 bytes or
+                80 hex characters.
+
+        Note:
+            For creating a DpapiSystemCredential from the bytes of the
+            DPAPI_SYSTEM LSA secret, use the from_lsa_secret method instead.
+        """
+
+        if isinstance(dpapi_system_data, str):
+            try:
+                dpapi_system_bytes = bytes.fromhex(dpapi_system_data)
+            except ValueError as e:
+                raise ValueError(f"Invalid hex string: {e}") from e
+        else:
+            dpapi_system_bytes = dpapi_system_data
+
+        if len(dpapi_system_bytes) != 40:
+            raise ValueError(f"DPAPI_SYSTEM must be exactly 40 bytes, got {len(dpapi_system_bytes)}")
+
+        # Split into machine (first 20 bytes) and user (last 20 bytes) components
+        machine_key_bytes = dpapi_system_bytes[:20]
+        user_key_bytes = dpapi_system_bytes[20:]
+
+        return cls(user_key=user_key_bytes, machine_key=machine_key_bytes)
+
+    @classmethod
+    def from_lsa_secret(cls, lsa_secret_bytes: bytes | str) -> DpapiSystemCredential:
+        """Create DpapiSystemSecret from the DPAPI_SYSTEM LSA secret.
+
+        Args:
+            lsa_secret_bytes: LSA secret structure containing version and keys (as bytes or hex string)
+
+        Returns:
+            DpapiSystemSecret instance
+
+        Raises:
+            ValueError: If structure is invalid or missing required data
+        """
+        # Convert hex string to bytes if needed
+        if isinstance(lsa_secret_bytes, str):
+            try:
+                lsa_secret_data = bytes.fromhex(lsa_secret_bytes)
+            except ValueError as e:
+                raise ValueError(f"Invalid hex string: {e}") from e
+        else:
+            lsa_secret_data = lsa_secret_bytes
+
+        if len(lsa_secret_data) != 44:  # 4 + 20 + 20 = minimum structure size
+            raise ValueError(f"Incorrect LSA secret size, expected at least 44 bytes, got {len(lsa_secret_data)}")
+
+        try:
+            # Parse structure: Version (4 bytes), MachineKey (20 bytes), UserKey (20 bytes)
+            version, machine_key, user_key = struct.unpack("<L20s20s", lsa_secret_data[:44])
+        except struct.error as e:
+            raise ValueError(f"Failed to parse LSA secret structure: {e}") from e
+
+        if version != 1:
+            raise ValueError(f"Unexpected LSA secret version: {version}, expected 1")
+
+        return cls(user_key=user_key, machine_key=machine_key)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 0a147f1..a8f2211 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -7,7 +7,7 @@ import asyncpg
 from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
-from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import Blob, MasterKey
 from .eventing import (
     NewDomainBackupKeyEvent,
     NewDpapiSystemCredentialEvent,
@@ -15,7 +15,8 @@ from .eventing import (
     NewPlaintextMasterKeyEvent,
     Publisher,
 )
-from .exceptions import DpapiBlobDecryptionError, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .exceptions import MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .storage_in_memory import (
     InMemoryDomainBackupKeyRepository,
     InMemoryDpapiSystemCredentialRepository,
@@ -177,11 +178,7 @@ class DpapiManager(Publisher, DpapiManagerProtocol):
         if not masterkey.is_decrypted:
             raise MasterKeyNotDecryptedError(blob.masterkey_guid)
 
-        # Decrypt the blob
-        try:
-            return blob.decrypt(masterkey)
-        except Exception as e:
-            raise DpapiBlobDecryptionError(str(e)) from e
+        return blob.decrypt(masterkey)
 
     async def get_masterkey(self, guid: UUID) -> MasterKey | None:
         """Retrieve a masterkey by GUID."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index f694d72..27678c3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -3,8 +3,8 @@ from time import perf_counter
 
 from common.logger import get_logger
 
-from .crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from .exceptions import MasterKeyDecryptionError
+from .keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from .manager import DpapiManager, MasterKeyFilter
 from .types import Sid
 
@@ -63,6 +63,7 @@ class MasterKeyDecryptorService:
                         logger.info(
                             f"Successfully decrypted master key {masterkey.guid} with {credential_type.__name__}"
                         )
+                        break  # We decrypted it, no need to try other keys
                     except MasterKeyDecryptionError as e:
                         logger.debug(f"Failed to decrypt master key: {e}")
                         continue
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
index 71c9f45..7843aad 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
@@ -3,8 +3,9 @@
 from typing import Any
 from uuid import UUID
 
-from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import Blob, MasterKey
 from .exceptions import MasterKeyNotFoundError
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .protocols import DpapiManagerProtocol
 from .repositories import MasterKeyFilter
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 8f74830..7843aad 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -3,8 +3,9 @@
 from typing import Any
 from uuid import UUID
 
-from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import Blob, MasterKey
 from .exceptions import MasterKeyNotFoundError
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .protocols import DpapiManagerProtocol
 from .repositories import MasterKeyFilter
 
@@ -50,4 +51,4 @@ class NullDpapiManager(DpapiManagerProtocol):
 
     async def close(self) -> None:
         """Close the manager and cleanup resources (does nothing)."""
-        pass
\ No newline at end of file
+        pass
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index e3e6aed..eef770e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -3,7 +3,8 @@
 from typing import Protocol, runtime_checkable
 from uuid import UUID
 
-from .core import Blob, DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import Blob, MasterKey
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
 
 
@@ -49,4 +50,4 @@ class DpapiManagerProtocol(Protocol):
 
     async def close(self) -> None:
         """Close the manager and cleanup resources."""
-        ...
\ No newline at end of file
+        ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index a9da205..3118d0e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -4,7 +4,8 @@ from enum import Enum
 from typing import Protocol
 from uuid import UUID
 
-from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import MasterKey
+from .keys import DomainBackupKey, DpapiSystemCredential
 
 
 class MasterKeyFilter(Enum):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 2569243..1c6330e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -2,8 +2,9 @@
 
 from uuid import UUID
 
-from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import MasterKey
 from .exceptions import StorageError
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 532e816..9254b3a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -4,8 +4,9 @@ from uuid import UUID
 
 import asyncpg
 
-from .core import DomainBackupKey, DpapiSystemCredential, MasterKey
+from .core import MasterKey
 from .exceptions import StorageError
+from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
 
 MASTKEYS_TABLE = "dpapi.masterkeys"
diff --git a/libs/nemesis_dpapi/tests/benchmarks/__init__.py b/libs/nemesis_dpapi/tests/benchmarks/__init__.py
index 48d2403..1f101ed 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/__init__.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/__init__.py
@@ -1 +1 @@
-# Benchmark tests for DPAPI operations
\ No newline at end of file
+# Benchmark tests for DPAPI operations
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
index 8dfde91..4a71abd 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
@@ -5,7 +5,8 @@ import json
 from uuid import UUID
 
 import pytest
-from nemesis_dpapi import DomainBackupKey, MasterKeyFile
+from nemesis_dpapi.core import MasterKeyFile
+from nemesis_dpapi.keys import DomainBackupKey
 
 
 class TestMasterkeyDecryptionBenchmarks:
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
index f357fdc..13c56a7 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
@@ -1,8 +1,8 @@
 """Benchmarks for DPAPI masterkey decryption using password credentials."""
 
 import pytest
-from nemesis_dpapi import MasterKey, MasterKeyFile
-from nemesis_dpapi.crypto import CredKey, CredKeyHashType, MasterKeyEncryptionKey
+from nemesis_dpapi.core import MasterKey, MasterKeyFile
+from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
 
 class TestMasterkeyPasswordDecryptionBenchmarks:
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index f36754c..cdc5c21 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -1,15 +1,14 @@
 """Tests for DPAPI core models."""
 
 import base64
-import json
 from pathlib import Path
 from uuid import UUID
 
 import pytest
 from impacket.dpapi import DPAPI_BLOB
-from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKeyFile
-from nemesis_dpapi.core import DpapiSystemCredential, MasterKey, MasterKeyPolicy
-from nemesis_dpapi.crypto import BlobDecryptionError, CredKey, CredKeyHashType, MasterKeyEncryptionKey
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy
+from nemesis_dpapi.exceptions import BlobDecryptionError
+from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
 masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
 masterkey_bytes = bytes.fromhex(
@@ -225,337 +224,6 @@ class TestBlob:
         assert len(blob.mac) > 0
 
 
-class TestDomainBackupKey:
-    """Test DomainBackupKey dataclass."""
-
-    def test_create_domain_backup_key(self, get_file_path):
-        """Test creating DomainBackupKey."""
-        # Load valid backup key data from fixtures
-        backupkey_file = get_file_path("backupkey.json")
-        with open(backupkey_file) as f:
-            backupkey_data = json.load(f)
-
-        guid = UUID(backupkey_data["backup_key_guid"])
-        key_data = base64.b64decode(backupkey_data["key"])
-        domain_controller = backupkey_data["dc"]
-
-        backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
-
-        assert backup_key.guid == guid
-        assert backup_key.key_data == key_data
-        assert backup_key.domain_controller == domain_controller
-
-    def test_create_domain_backup_key_no_dc(self, get_file_path):
-        """Test creating DomainBackupKey without domain controller."""
-        # Load valid backup key data from fixtures
-        backupkey_file = get_file_path("backupkey.json")
-        with open(backupkey_file) as f:
-            backupkey_data = json.load(f)
-
-        guid = UUID(backupkey_data["backup_key_guid"])
-        key_data = base64.b64decode(backupkey_data["key"])
-
-        backup_key = DomainBackupKey(guid=guid, key_data=key_data)
-
-        assert backup_key.guid == guid
-        assert backup_key.key_data == key_data
-        assert backup_key.domain_controller is None
-
-    def test_decrypt_masterkey_file_with_backup_key(self, get_file_path):
-        """Test decrypting a domain masterkey file using backup key."""
-        # Load the backup key from fixtures
-        backupkey_file = get_file_path("backupkey.json")
-        with open(backupkey_file) as f:
-            backupkey_data = json.load(f)
-
-        # Create DomainBackupKey from the fixture data
-        backup_key = DomainBackupKey(
-            guid=UUID(backupkey_data["backup_key_guid"]),
-            key_data=base64.b64decode(backupkey_data["key"]),
-            domain_controller=backupkey_data["dc"],
-        )
-
-        # Load the domain masterkey file
-        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
-
-        # Decrypt the masterkey
-        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
-
-        # Verify decryption succeeded
-        assert decrypted_masterkey is not None
-        assert decrypted_masterkey.is_decrypted
-        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
-        assert decrypted_masterkey.plaintext_key is not None
-        assert decrypted_masterkey.plaintext_key_sha1 is not None
-        assert decrypted_masterkey.backup_key_guid == backup_key.guid
-        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
-
-        masterkey_bytes = "36bd60cb9e7e52433169db00e93ed0a82d3c30c65d948bd8596fb32c267671020b02026b0ae03479dd18374adbdd7658f45cce6ed2a45319eff7a96c411c85f5"
-        masterkey_sha1_hash = "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
-
-        assert decrypted_masterkey.plaintext_key.hex() == masterkey_bytes
-        assert decrypted_masterkey.plaintext_key_sha1.hex() == masterkey_sha1_hash
-
-    @pytest.mark.asyncio
-    async def test_decrypt_masterkey_file_with_backup_key_oldformat(self, get_file_path):
-        """Test decrypting a domain masterkey file using backup key."""
-        # Load the backup key from fixtures
-        backupkey_file = get_file_path("old_format/dpapi_domain_backupkey.json")
-        masterkey_file = MasterKeyFile.parse(get_file_path("old_format/ab998260-e99d-4871-8f4b-d922b2848ce6"))
-        blob = Blob.parse(get_file_path("old_format/dpapi_blob.bin"))
-
-        with open(backupkey_file) as f:
-            backupkey_data = json.load(f)
-
-        # Create DomainBackupKey from the fixture data
-        backup_key = DomainBackupKey(
-            guid=UUID(backupkey_data["domain_backupkey_guid"]),
-            key_data=base64.b64decode(backupkey_data["domain_backupkey_b64"]),
-            domain_controller=backupkey_data["domain_controller"],
-        )
-
-        # Load the domain masterkey file
-
-        # Decrypt the masterkey
-        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
-
-        # Verify decryption succeeded
-        assert decrypted_masterkey is not None
-        assert decrypted_masterkey.is_decrypted
-        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
-        assert decrypted_masterkey.plaintext_key is not None
-        assert decrypted_masterkey.plaintext_key_sha1 is not None
-        assert decrypted_masterkey.backup_key_guid == backup_key.guid
-        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
-
-        assert (
-            masterkey_file is not None
-            and masterkey_file.master_key is not None
-            and masterkey_file.domain_backup_key is not None
-        )
-
-        manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
-        await manager.upsert_domain_backup_key(backup_key)
-
-        await manager.upsert_masterkey(
-            MasterKey(
-                guid=decrypted_masterkey.guid,
-                plaintext_key=decrypted_masterkey.plaintext_key,
-                plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1,
-            )
-        )
-
-        assert blob.masterkey_guid == masterkey_file.masterkey_guid
-
-        decrypted = await manager.decrypt_blob(blob)
-        assert decrypted == b"This is a test."  # Adjusted expected value
-
-    def test_decrypt_masterkey_file_no_domain_key(self):
-        """Test decrypting a masterkey file without domain backup key raises exception."""
-        from uuid import uuid4
-
-        # Create a backup key with fake data (bypassing validation using model_construct)
-        backup_key = DomainBackupKey.model_construct(guid=uuid4(), key_data=b"fake_key_data")
-
-        # Load the local masterkey file (no domain backup key)
-        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
-
-        # Should raise MasterKeyDecryptionError since no domain backup key in file
-        with pytest.raises(ValueError, match="contains no domain backup key"):
-            backup_key.decrypt_masterkey_file(masterkey_file)
-
-    def test_domain_backup_key_validation(self):
-        """Test that DomainBackupKey validates key_data format."""
-        from uuid import uuid4
-
-        guid = uuid4()
-
-        # Test with invalid key data (too short)
-        with pytest.raises(ValueError, match="key_data too short"):
-            DomainBackupKey(guid=guid, key_data=b"too_short")
-
-        # Test with empty key data
-        with pytest.raises(ValueError, match="key_data too short"):
-            DomainBackupKey(guid=guid, key_data=b"")
-
-        # Test with non-bytes key data should be caught by Pydantic
-        with pytest.raises(ValueError):
-            DomainBackupKey(guid=guid, key_data="not_bytes")  # type: ignore
-
-
-class TestDpapiSystemSecret:
-    """Tests for DpapiSystemSecret class."""
-
-    def test_from_bytes_valid_40_bytes(self):
-        """Test creating DpapiSystemSecret from valid 40-byte data."""
-        # Create test data: 20 bytes user key + 20 bytes machine key
-        user_key_data = b"user_key_12345678901"  # 20 bytes
-        machine_key_data = b"mach_key_12345678901"  # 20 bytes
-        dpapi_system_data = machine_key_data + user_key_data  # 40 bytes total, machine key first
-
-        secret = DpapiSystemCredential.from_bytes(dpapi_system_data)
-
-        assert secret.user_key == user_key_data
-        assert secret.machine_key == machine_key_data
-
-    def test_direct_creation_with_bytes(self):
-        """Test creating DpapiSystemSecret directly with bytes."""
-        # Create test data: 20 bytes user key + 20 bytes machine key
-        user_key_data = b"user_key_12345678901"  # 20 bytes
-        machine_key_data = b"mach_key_12345678901"  # 20 bytes
-
-        # Test by creating instance directly with bytes
-        secret = DpapiSystemCredential(
-            user_key=user_key_data,
-            machine_key=machine_key_data,
-        )
-
-        assert secret.user_key == user_key_data
-        assert secret.machine_key == machine_key_data
-
-    def test_from_bytes_invalid_length_short(self):
-        """Test from_bytes with data too short raises ValueError."""
-        short_data = b"too_short"  # Only 9 bytes
-
-        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 9"):
-            DpapiSystemCredential.from_bytes(short_data)
-
-    def test_from_bytes_invalid_length_long(self):
-        """Test from_bytes with data too long raises ValueError."""
-        long_data = b"a" * 50  # 50 bytes
-
-        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 50"):
-            DpapiSystemCredential.from_bytes(long_data)
-
-    def test_from_lsa_secret_valid_structure(self):
-        """Test creating DpapiSystemSecret from valid LSA secret structure."""
-
-        secret = DpapiSystemCredential.from_lsa_secret(dpapi_system_secret_hex)
-
-        assert secret.user_key == bytes.fromhex(dpapi_system_user_key_hex)
-        assert secret.machine_key == bytes.fromhex(dpapi_system_machine_key_hex)
-
-    def test_from_lsa_secret_and_direct_creation(self):
-        """Test creating DpapiSystemSecret from LSA secret and direct instantiation."""
-        import struct
-
-        # Create valid LSA secret structure
-        version = 1
-        machine_key = b"mach_key_12345678901"  # 20 bytes
-        user_key = b"user_key_12345678901"  # 20 bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-
-        # First parse with bytes to get the expected values
-        secret_from_bytes = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-        # Test by creating instance directly with bytes
-        secret_from_hex = DpapiSystemCredential(
-            user_key=user_key,
-            machine_key=machine_key,
-        )
-
-        assert secret_from_hex.user_key == user_key
-        assert secret_from_hex.machine_key == machine_key
-        assert secret_from_hex.user_key == secret_from_bytes.user_key
-        assert secret_from_hex.machine_key == secret_from_bytes.machine_key
-
-    def test_from_lsa_secret_too_small(self):
-        """Test from_lsa_secret with data too small raises ValueError."""
-        small_data = b"too_small"  # Only 9 bytes
-
-        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 9"):
-            DpapiSystemCredential.from_lsa_secret(small_data)
-
-    def test_from_lsa_secret_invalid_version(self):
-        """Test from_lsa_secret with invalid version raises ValueError."""
-        import struct
-
-        # Create LSA secret with invalid version
-        version = 0  # Should be 1
-        machine_key = b"mach_key_12345678901"  # 20 bytes
-        user_key = b"user_key_12345678901"  # 20 bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-
-        with pytest.raises(ValueError, match="Unexpected LSA secret version: 0, expected 1"):
-            DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-    def test_from_lsa_secret_zero_machine_key_accepted(self):
-        """Test from_lsa_secret with zero-filled machine key is accepted."""
-        import struct
-
-        # Create LSA secret with zero-filled machine key
-        version = 1
-        machine_key = b"\x00" * 20  # All zeros - still valid bytes
-        user_key = b"user_key_12345678901"  # 20 bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-
-        # Zero-filled keys are valid - they're still 20 bytes
-        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-        assert secret.user_key == user_key
-        assert secret.machine_key == machine_key
-
-    def test_from_lsa_secret_zero_user_key_accepted(self):
-        """Test from_lsa_secret with zero-filled user key is accepted."""
-        import struct
-
-        # Create LSA secret with zero-filled user key
-        version = 1
-        machine_key = b"mach_key_12345678901"  # 20 bytes
-        user_key = b"\x00" * 20  # All zeros - still valid bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-
-        # Zero-filled keys are valid - they're still 20 bytes
-        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-        assert secret.user_key == user_key
-        assert secret.machine_key == machine_key
-
-    def test_from_lsa_secret_malformed_struct(self):
-        """Test from_lsa_secret with malformed structure raises ValueError."""
-        malformed_data = b"malformed_struct_data_not_enough_bytes"
-
-        with pytest.raises(ValueError, match="Incorrect LSA secret size"):
-            DpapiSystemCredential.from_lsa_secret(malformed_data)
-
-    def test_from_lsa_secret_exact_size(self):
-        """Test from_lsa_secret with exactly 44 bytes works correctly."""
-        import struct
-
-        # Create exactly 44 byte LSA secret structure
-        version = 1
-        machine_key = b"1234567890abcdefghij"  # 20 bytes
-        user_key = b"ABCDEFGHIJ0987654321"  # 20 bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-        assert len(lsa_secret_data) == 44
-
-        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-        assert secret.user_key == user_key
-        assert secret.machine_key == machine_key
-
-    def test_from_lsa_secret_extra_data_rejected(self):
-        """Test from_lsa_secret rejects data with extra bytes beyond the structure."""
-        import struct
-
-        # Create LSA secret structure with extra data
-        version = 0
-        machine_key = b"mach_key_12345678901"  # 20 bytes
-        user_key = b"user_key_12345678901"  # 20 bytes
-
-        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
-        lsa_secret_data += b"extra_data_that_should_be_ignored"
-
-        # Should raise ValueError because length is not exactly 44 bytes
-        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 77"):
-            DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
-
-
 class TestMasterKey:
     """Tests for MasterKey class."""
 
diff --git a/libs/nemesis_dpapi/tests/test_crypto.py b/libs/nemesis_dpapi/tests/test_crypto.py
deleted file mode 100644
index aa837e9..0000000
--- a/libs/nemesis_dpapi/tests/test_crypto.py
+++ /dev/null
@@ -1,454 +0,0 @@
-"""Tests for DPAPI cryptographic operations."""
-
-import pytest
-from nemesis_dpapi.crypto import (
-    BlobDecryptionError,
-    CredKey,
-    CredKeyHashType,
-    InvalidBlobDataError,
-    MasterKeyEncryptionKey,
-    NtlmHash,
-    Password,
-    Pbkdf2Hash,
-    Sha1Hash,
-    _derive_secure_cred_key,
-)
-
-password = "Qwerty12345"
-ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
-ntlm_bytes = bytes.fromhex(ntlm_hash)
-user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
-user_sid_bytes = user_sid.encode("utf-16le")
-
-credkey_ntlm_hash = ntlm_hash
-credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
-credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
-
-
-class TestPassword:
-    """Test Password model."""
-
-    def test_valid_password(self):
-        """Test creating valid password."""
-        password = Password(value="secret123")
-        assert password.value == "secret123"
-
-    def test_empty_password_raises_error(self):
-        """Test empty password raises validation error."""
-        with pytest.raises(ValueError, match="Password value cannot be empty"):
-            Password(value="")
-
-    def test_none_password_raises_error(self):
-        """Test None password raises validation error."""
-        with pytest.raises(ValueError):
-            Password(value=None)  # type: ignore
-
-
-class TestNtlmHash:
-    """Test NtlmHash model."""
-
-    def test_valid_ntlm_hash(self):
-        """Test creating valid NTLM hash."""
-        hash_bytes = b"a" * 16  # 16 bytes
-        ntlm_hash = NtlmHash(value=hash_bytes)
-        assert ntlm_hash.value == hash_bytes
-
-    def test_invalid_length_raises_error(self):
-        """Test invalid length raises validation error."""
-        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
-            NtlmHash(value=b"a" * 15)
-
-        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
-            NtlmHash(value=b"a" * 17)
-
-    def test_empty_hash_raises_error(self):
-        """Test empty hash raises validation error."""
-        with pytest.raises(ValueError, match="NTLM hash value cannot be empty"):
-            NtlmHash(value=b"")
-
-    def test_from_hexstring_valid(self):
-        """Test creating NTLM hash from valid hex string."""
-        hex_string = "aabbccddeeff00112233445566778899"
-        ntlm_hash = NtlmHash.from_hexstring(hex_string)
-        expected_bytes = bytes.fromhex(hex_string)
-        assert ntlm_hash.value == expected_bytes
-
-    def test_from_hexstring_invalid(self):
-        """Test creating NTLM hash from invalid hex string."""
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            NtlmHash.from_hexstring("invalid_hex")
-
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            NtlmHash.from_hexstring("aabbcc")  # Wrong length
-
-
-class TestSha1Hash:
-    """Test Sha1Hash model."""
-
-    def test_valid_sha1_hash(self):
-        """Test creating valid SHA1 hash."""
-        hash_bytes = b"a" * 20  # 20 bytes
-        sha1_hash = Sha1Hash(value=hash_bytes)
-        assert sha1_hash.value == hash_bytes
-
-    def test_invalid_length_raises_error(self):
-        """Test invalid length raises validation error."""
-        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
-            Sha1Hash(value=b"a" * 19)
-
-        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
-            Sha1Hash(value=b"a" * 21)
-
-    def test_empty_hash_raises_error(self):
-        """Test empty hash raises validation error."""
-        with pytest.raises(ValueError, match="SHA1 hash value cannot be empty"):
-            Sha1Hash(value=b"")
-
-    def test_from_hex_valid(self):
-        """Test creating SHA1 hash from valid hex string."""
-        hex_string = "aabbccddeeff00112233445566778899aabbccdd"
-        sha1_hash = Sha1Hash.from_hex(hex_string)
-        expected_bytes = bytes.fromhex(hex_string)
-        assert sha1_hash.value == expected_bytes
-
-    def test_from_hex_invalid(self):
-        """Test creating SHA1 hash from invalid hex string."""
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            Sha1Hash.from_hex("invalid_hex")
-
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            Sha1Hash.from_hex("aabbcc")  # Wrong length
-
-
-class TestPbkdf2Hash:
-    """Test Pbkdf2Hash model."""
-
-    def test_valid_pbkdf2_hash(self):
-        """Test creating valid PBKDF2 hash."""
-        hash_bytes = b"a" * 16  # 16 bytes
-        pbkdf2_hash = Pbkdf2Hash(value=hash_bytes)
-        assert pbkdf2_hash.value == hash_bytes
-
-    def test_invalid_length_raises_error(self):
-        """Test invalid length raises validation error."""
-        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
-            Pbkdf2Hash(value=b"a" * 15)
-
-        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
-            Pbkdf2Hash(value=b"a" * 17)
-
-    def test_empty_hash_raises_error(self):
-        """Test empty hash raises validation error."""
-        with pytest.raises(ValueError, match="PBKDF2 hash value cannot be empty"):
-            Pbkdf2Hash(value=b"")
-
-    def test_from_hex_valid(self):
-        """Test creating PBKDF2 hash from valid hex string."""
-        hex_string = "aabbccddeeff00112233445566778899"
-        pbkdf2_hash = Pbkdf2Hash.from_hex(hex_string)
-        expected_bytes = bytes.fromhex(hex_string)
-        assert pbkdf2_hash.value == expected_bytes
-
-    def test_from_hex_invalid(self):
-        """Test creating PBKDF2 hash from invalid hex string."""
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            Pbkdf2Hash.from_hex("invalid_hex")
-
-        with pytest.raises(ValueError, match="Invalid hex string"):
-            Pbkdf2Hash.from_hex("aabbcc")  # Wrong length
-
-
-class TestCredKeyHashType:
-    def test_enum_values(self):
-        assert CredKeyHashType.MD4.value == "md4"
-        assert CredKeyHashType.NTLM.value == "md4"
-        assert CredKeyHashType.SHA1.value == "sha1"
-        assert CredKeyHashType.PBKDF2.value == "pbkdf2"
-        assert CredKeyHashType.SECURE_CRED_KEY.value == "pbkdf2"
-
-    def test_ntlm_md4_alias(self):
-        assert CredKeyHashType.NTLM == CredKeyHashType.MD4
-
-
-class TestCredKey:
-    def test_init_with_ntlm_hash(self):
-        """Test initialization with NTLM hash."""
-        key_bytes = b"a" * 16
-        ntlm_hash = NtlmHash(value=key_bytes)
-        cred_key = CredKey(key=ntlm_hash)
-
-        assert isinstance(cred_key.key, NtlmHash)
-        assert cred_key.key.value == key_bytes
-        assert cred_key.owf == CredKeyHashType.NTLM
-
-    def test_init_with_pbkdf2_hash(self):
-        """Test initialization with PBKDF2 hash."""
-        key_bytes = b"a" * 16
-        pbkdf2_hash = Pbkdf2Hash(value=key_bytes)
-        cred_key = CredKey(key=pbkdf2_hash)
-
-        assert isinstance(cred_key.key, Pbkdf2Hash)
-        assert cred_key.key.value == key_bytes
-        assert cred_key.owf == CredKeyHashType.PBKDF2
-
-    def test_init_with_sha1_hash(self):
-        """Test initialization with SHA1 hash."""
-        key_bytes = b"a" * 20
-        sha1_hash = Sha1Hash(value=key_bytes)
-        cred_key = CredKey(key=sha1_hash)
-
-        assert isinstance(cred_key.key, Sha1Hash)
-        assert cred_key.key.value == key_bytes
-        assert cred_key.owf == CredKeyHashType.SHA1
-
-    def test_init_with_direct_parameters(self):
-        """Test initialization with direct parameters."""
-        ntlm_hash = NtlmHash(value=b"a" * 16)
-        cred_key = CredKey(key=ntlm_hash)
-
-        assert cred_key.key == ntlm_hash
-        assert cred_key.owf == CredKeyHashType.NTLM
-
-    def test_from_password_ntlm(self):
-        """Test creating CredKey from password with NTLM hash."""
-        password = "Qwerty12345"
-
-        cred_key = CredKey.from_password(password, CredKeyHashType.NTLM)
-
-        assert isinstance(cred_key.key, NtlmHash)
-        assert cred_key.owf == CredKeyHashType.NTLM
-
-        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_password_sha1(self):
-        """Test creating CredKey from password with SHA1 hash."""
-        password = "Qwerty12345"
-        cred_key = CredKey.from_password(password, CredKeyHashType.SHA1)
-
-        assert isinstance(cred_key.key, Sha1Hash)
-        assert cred_key.owf == CredKeyHashType.SHA1
-
-        expected_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_password_pbkdf2(self):
-        """Test creating CredKey from password with PBKDF2 hash."""
-        password = "Qwerty12345"
-
-        with pytest.raises(ValueError, match="user_sid parameter is required"):
-            CredKey.from_password(password, CredKeyHashType.PBKDF2)
-
-        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
-
-        assert isinstance(cred_key.key, Pbkdf2Hash)
-        assert cred_key.owf == CredKeyHashType.PBKDF2
-
-        expected_hash = "775ec403415b49002386ea8e477346cd"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_password_md4_explicit(self):
-        """Test creating CredKey from password with explicit MD4 hash type."""
-        password = "Qwerty12345"
-
-        cred_key = CredKey.from_password(password, CredKeyHashType.MD4)
-
-        assert isinstance(cred_key.key, NtlmHash)
-        assert cred_key.owf == CredKeyHashType.MD4
-
-        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_password_secure_cred_key(self):
-        """Test creating CredKey from password with SECURE_CRED_KEY alias."""
-        password = "Qwerty12345"
-
-        cred_key = CredKey.from_password(password, CredKeyHashType.SECURE_CRED_KEY, user_sid)
-
-        assert isinstance(cred_key.key, Pbkdf2Hash)
-        assert cred_key.owf == CredKeyHashType.PBKDF2
-
-        expected_hash = "775ec403415b49002386ea8e477346cd"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_password_unsupported_type(self):
-        """Test creating CredKey from password with unsupported type."""
-        password = "TestPassword123"
-
-        with pytest.raises(ValueError, match="Unsupported hash type"):
-            # Using string instead of enum to test error handling
-            CredKey.from_password(password, "unsupported")  # type: ignore
-
-    def test_from_ntlm_ntlm(self):
-        """Test creating CredKey from NTLM hash (explicit NTLM type)."""
-        ntlm_bytes = b"a" * 16
-        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.NTLM)
-
-        assert isinstance(cred_key.key, NtlmHash)
-        assert cred_key.key.value == ntlm_bytes
-        assert cred_key.owf == CredKeyHashType.NTLM
-
-    def test_from_ntlm_md4(self):
-        """Test creating CredKey from NTLM hash with explicit MD4 type."""
-        ntlm_bytes = b"a" * 16
-        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.MD4)
-
-        assert isinstance(cred_key.key, NtlmHash)
-        assert cred_key.key.value == ntlm_bytes
-        assert cred_key.owf == CredKeyHashType.MD4
-
-    def test_from_ntlm_pbkdf2(self):
-        """Test creating CredKey from NTLM hash with PBKDF2 derivation."""
-        ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"  # Qwerty12345
-        ntlm_bytes = bytes.fromhex(ntlm_hash)
-
-        with pytest.raises(ValueError, match="user_sid parameter is required"):
-            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2)
-
-        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
-        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2, user_sid=user_sid)
-
-        assert isinstance(cred_key.key, Pbkdf2Hash)
-        assert cred_key.owf == CredKeyHashType.PBKDF2
-
-        expected_hash = "775ec403415b49002386ea8e477346cd"
-        assert cred_key.key.value.hex() == expected_hash
-
-    def test_from_ntlm_invalid_derivation(self):
-        """Test creating CredKey from NTLM hash with invalid derivation."""
-        ntlm_bytes = b"a" * 16
-
-        with pytest.raises(ValueError, match="Cannot derive"):
-            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.SHA1)
-
-    def test_from_sha1(self):
-        """Test creating CredKey from SHA1 hash."""
-        sha1_bytes = b"a" * 20
-        cred_key = CredKey.from_sha1(sha1_bytes)
-
-        assert isinstance(cred_key.key, Sha1Hash)
-        assert cred_key.key.value == sha1_bytes
-        assert cred_key.owf == CredKeyHashType.SHA1
-
-
-class TestMasterKeyEncryptionKey:
-    """Test MasterKeyEncryptionKey model."""
-
-    def test_from_cred_key_ntlm(self):
-        """Test creating MasterKeyEncryptionKey from CredKey with NTLM."""
-        global ntlm_bytes, user_sid
-
-        ntlm_hash = NtlmHash(value=ntlm_bytes)
-        cred_key = CredKey(key=ntlm_hash)
-
-        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
-
-        assert isinstance(mk_key.key, Sha1Hash)
-        assert len(mk_key.key.value) == 20  # SHA1 digest length
-
-        expected_sha1 = "44857a618c3d58f37823f016c2ff10a0d7b93ee7"
-        assert mk_key.key.value.hex() == expected_sha1
-
-    def test_from_cred_key_sha1(self):
-        """Test creating MasterKeyEncryptionKey from CredKey with SHA1."""
-        global user_sid
-
-        sha1_hash = Sha1Hash(value=bytes.fromhex(credkey_sha1_hash))
-        cred_key = CredKey(key=sha1_hash)
-
-        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
-
-        assert isinstance(mk_key.key, Sha1Hash)
-        assert len(mk_key.key.value) == 20  # SHA1 digest length
-        assert mk_key.key.value.hex() == "0a66b6fa245e40118aab0c9d71774bf540045f9c"
-
-    def test_from_cred_key_pbkdf2(self):
-        """Test creating MasterKeyEncryptionKey from CredKey with PBKDF2."""
-        global user_sid, credkey_pbkdf2_hash
-
-        pbkdf2_hash = Pbkdf2Hash(value=bytes.fromhex(credkey_pbkdf2_hash))
-        cred_key = CredKey(key=pbkdf2_hash)
-
-        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
-
-        assert isinstance(mk_key.key, Sha1Hash)
-        assert len(mk_key.key.value) == 20  # SHA1 digest length
-        assert mk_key.key.value.hex() == "d3205d40d3df002fba1936ce075c0b2805fab06d"
-
-    def test_from_dpapi_system_cred(self):
-        """Test creating MasterKeyEncryptionKey from DPAPI_SYSTEM credential."""
-        dpapi_system_key = b"a" * 20  # 20 bytes for SHA1
-
-        mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key)
-
-        assert isinstance(mk_key.key, Sha1Hash)
-        assert mk_key.key.value == dpapi_system_key
-
-    def test_derive_mk_key_with_different_digests(self):
-        """Test _derive_mk_key with different digest algorithms."""
-        pwdhash = b"a" * 16
-        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
-
-        # Test with sha256
-        sha256_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha256")
-        assert len(sha256_key) == 32  # SHA256 digest length
-
-        # Test with md4
-        md4_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="md4")
-        assert len(md4_key) == 16  # MD4 digest length
-
-        # Test with sha1 (default)
-        sha1_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha1")
-        assert len(sha1_key) == 20  # SHA1 digest length
-
-    def test_derive_mk_key_with_unsupported_digest(self):
-        """Test _derive_mk_key with unsupported digest algorithm."""
-        pwdhash = b"a" * 16
-        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
-
-        with pytest.raises(ValueError, match="Unsupported digest algorithm"):
-            MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
-
-
-class TestCryptoHelperFunctions:
-    """Test crypto helper functions."""
-
-    def test_derive_secure_cred_key(self):
-        """Test _derive_secure_cred_key function directly."""
-        ntlm_hash = bytes.fromhex("abd9ffb762c86b26ef4ce5c81b0dd37f")  # Qwerty12345
-        user_sid_bytes = "S-1-5-21-3821320868-1508310791-3575676346-1103".encode("utf-16le")
-
-        derived_key = _derive_secure_cred_key(ntlm_hash, user_sid_bytes)
-
-        assert len(derived_key) == 16  # PBKDF2 returns 16 bytes
-        assert derived_key == bytes.fromhex("775ec403415b49002386ea8e477346cd")
-
-
-class TestExceptions:
-    """Test custom exceptions."""
-
-    def test_blob_decryption_error_inheritance(self):
-        """Test BlobDecryptionError inherits from DpapiCryptoError."""
-        from nemesis_dpapi.exceptions import DpapiCryptoError
-
-        error = BlobDecryptionError("test message")
-        assert isinstance(error, DpapiCryptoError)
-        assert str(error) == "test message"
-
-    def test_invalid_blob_data_error_inheritance(self):
-        """Test InvalidBlobDataError inherits from DpapiCryptoError."""
-        from nemesis_dpapi.exceptions import DpapiCryptoError
-
-        error = InvalidBlobDataError("test message")
-        assert isinstance(error, DpapiCryptoError)
-        assert str(error) == "test message"
-
-
-class TestPasswordValidation:
-    """Additional tests for Password validation."""
-
-    def test_password_with_none_value_direct(self):
-        """Test Password with None value raises validation error."""
-        with pytest.raises(ValueError):
-            # This should trigger pydantic's validation before our custom validator
-            Password(value=None)  # type: ignore
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
new file mode 100644
index 0000000..3025183
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -0,0 +1,788 @@
+"""Tests for DPAPI cryptographic operations."""
+
+import base64
+import json
+from uuid import UUID
+
+import pytest
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile
+from nemesis_dpapi.keys import (
+    CredKey,
+    CredKeyHashType,
+    DomainBackupKey,
+    DpapiSystemCredential,
+    MasterKeyEncryptionKey,
+    NtlmHash,
+    Password,
+    Pbkdf2Hash,
+    Sha1Hash,
+    _derive_secure_cred_key,
+)
+from nemesis_dpapi.manager import DpapiManager
+
+password = "Qwerty12345"
+ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+ntlm_bytes = bytes.fromhex(ntlm_hash)
+user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+user_sid_bytes = user_sid.encode("utf-16le")
+
+credkey_ntlm_hash = ntlm_hash
+credkey_sha1_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
+credkey_pbkdf2_hash = "775ec403415b49002386ea8e477346cd"
+
+masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
+masterkey_bytes = bytes.fromhex(
+    "36BD60CB9E7E52433169DB00E93ED0A82D3C30C65D948BD8596FB32C267671020B02026B0AE03479DD18374ADBDD7658F45CCE6ED2A45319EFF7A96C411C85F5"
+)
+masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
+masterkey_entry = "{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778"
+masterkey_entries = """
+{ed93694f-5a6d-46e2-b821-219f2c0ecd4d}:17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778
+{12345678-1234-1234-1234-123456789012}:ABCDEF1234567890ABCDEF1234567890ABCDEF12
+""".strip()
+
+dpapi_system_secret_hex = "01000000dcfd03644f501805c189e15e9367b01415dea75a4e25d96d26879ded571f5d48a6887455d28f66f5"
+dpapi_system_secret_bytes = bytes.fromhex(dpapi_system_secret_hex)
+dpapi_system_machine_user_key_hex = dpapi_system_secret_hex[8:]  # Skip version header
+dpapi_system_machine_key_hex = "dcfd03644f501805c189e15e9367b01415dea75a"
+dpapi_system_user_key_hex = "4e25d96d26879ded571f5d48a6887455d28f66f5"
+
+system_masterkey_hex = "020000000000000000000000640064003200360066003800310061002d0034006500640039002d0034003900660064002d0038006200340035002d00340032003700320033006400380061006500300030003600000000000000000006000000b00000000000000090000000000000001400000000000000000000000000000002000000bd2a4e8a1f66c1c29d972ad32534a801401f00000e80000010660000a6fddbe74e2b8975fe896c075bee61c5aee3112b35abc39f96d8229b3c3afe92f9c1db1242edcb84ff61bc3c70f955e73d99b6c1adbc1c8d258a2afd55d553c485eeae7515552ce7805af784b9c02e7cc3dc7dac56fa8fa59f61ebb7f4ad0378ade2f6e456db662ba2ba38441e542c071a2a60aa179835a90eb1f16fa2057808731937b2c4eb30db2b1cee02fff052290200000014c3adfc8d44ee78b8a652bf98e840e8401f00000e80000010660000587695a3307eb92ce3a55de58fb2ee6eee3d8561bd18bea34d44d01b3dba8dea0036cdd5d882c412ce293a3c5316fe6b7e7e2eae7ec11c4d46bbb6654b3f89c77a38fc4d340ea0be7733385a2577fb5b3acdf22fbafc19b9f697f3fa50ba5f1a1d3407c51c0ae14aa8f394f5122def910300000000000000000000000000000000000000"
+system_masterkey_bytes = bytes.fromhex(system_masterkey_hex)
+system_masterkey_guid = UUID("dd26f81a-4ed9-49fd-8b45-42723d8ae006")
+system_masterkey_plaintext_sha1 = "b848ddc68f5250e5977bc52fd9671811ba3bc3b1"
+
+systemuser_masterkey_hex = "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"
+systemuser_masterkey_bytes = bytes.fromhex(systemuser_masterkey_hex)
+systemuser_masterkey_guid = UUID("fb1190c1-123d-45f8-95f4-32aee28fe2eb")
+systemuser_masterkey_plaintext_sha1 = "8a6f191d551750fa51324a6b8f3afc7086658888"
+
+
+class TestPassword:
+    """Test Password model."""
+
+    def test_valid_password(self):
+        """Test creating valid password."""
+        password = Password(value="secret123")
+        assert password.value == "secret123"
+
+    def test_empty_password_raises_error(self):
+        """Test empty password raises validation error."""
+        with pytest.raises(ValueError, match="Password value cannot be empty"):
+            Password(value="")
+
+    def test_none_password_raises_error(self):
+        """Test None password raises validation error."""
+        with pytest.raises(ValueError):
+            Password(value=None)  # type: ignore
+
+
+class TestNtlmHash:
+    """Test NtlmHash model."""
+
+    def test_valid_ntlm_hash(self):
+        """Test creating valid NTLM hash."""
+        hash_bytes = b"a" * 16  # 16 bytes
+        ntlm_hash = NtlmHash(value=hash_bytes)
+        assert ntlm_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
+            NtlmHash(value=b"a" * 15)
+
+        with pytest.raises(ValueError, match="NTLM hash must be exactly 16 bytes"):
+            NtlmHash(value=b"a" * 17)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="NTLM hash value cannot be empty"):
+            NtlmHash(value=b"")
+
+    def test_from_hexstring_valid(self):
+        """Test creating NTLM hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899"
+        ntlm_hash = NtlmHash.from_hexstring(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert ntlm_hash.value == expected_bytes
+
+    def test_from_hexstring_invalid(self):
+        """Test creating NTLM hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            NtlmHash.from_hexstring("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            NtlmHash.from_hexstring("aabbcc")  # Wrong length
+
+
+class TestSha1Hash:
+    """Test Sha1Hash model."""
+
+    def test_valid_sha1_hash(self):
+        """Test creating valid SHA1 hash."""
+        hash_bytes = b"a" * 20  # 20 bytes
+        sha1_hash = Sha1Hash(value=hash_bytes)
+        assert sha1_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
+            Sha1Hash(value=b"a" * 19)
+
+        with pytest.raises(ValueError, match="SHA1 hash must be exactly 20 bytes"):
+            Sha1Hash(value=b"a" * 21)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="SHA1 hash value cannot be empty"):
+            Sha1Hash(value=b"")
+
+    def test_from_hex_valid(self):
+        """Test creating SHA1 hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899aabbccdd"
+        sha1_hash = Sha1Hash.from_hex(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert sha1_hash.value == expected_bytes
+
+    def test_from_hex_invalid(self):
+        """Test creating SHA1 hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Sha1Hash.from_hex("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Sha1Hash.from_hex("aabbcc")  # Wrong length
+
+
+class TestPbkdf2Hash:
+    """Test Pbkdf2Hash model."""
+
+    def test_valid_pbkdf2_hash(self):
+        """Test creating valid PBKDF2 hash."""
+        hash_bytes = b"a" * 16  # 16 bytes
+        pbkdf2_hash = Pbkdf2Hash(value=hash_bytes)
+        assert pbkdf2_hash.value == hash_bytes
+
+    def test_invalid_length_raises_error(self):
+        """Test invalid length raises validation error."""
+        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
+            Pbkdf2Hash(value=b"a" * 15)
+
+        with pytest.raises(ValueError, match="PBKDF2 hash must be exactly 16 bytes"):
+            Pbkdf2Hash(value=b"a" * 17)
+
+    def test_empty_hash_raises_error(self):
+        """Test empty hash raises validation error."""
+        with pytest.raises(ValueError, match="PBKDF2 hash value cannot be empty"):
+            Pbkdf2Hash(value=b"")
+
+    def test_from_hex_valid(self):
+        """Test creating PBKDF2 hash from valid hex string."""
+        hex_string = "aabbccddeeff00112233445566778899"
+        pbkdf2_hash = Pbkdf2Hash.from_hex(hex_string)
+        expected_bytes = bytes.fromhex(hex_string)
+        assert pbkdf2_hash.value == expected_bytes
+
+    def test_from_hex_invalid(self):
+        """Test creating PBKDF2 hash from invalid hex string."""
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Pbkdf2Hash.from_hex("invalid_hex")
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            Pbkdf2Hash.from_hex("aabbcc")  # Wrong length
+
+
+class TestCredKeyHashType:
+    def test_enum_values(self):
+        assert CredKeyHashType.MD4.value == "md4"
+        assert CredKeyHashType.NTLM.value == "md4"
+        assert CredKeyHashType.SHA1.value == "sha1"
+        assert CredKeyHashType.PBKDF2.value == "pbkdf2"
+        assert CredKeyHashType.SECURE_CRED_KEY.value == "pbkdf2"
+
+    def test_ntlm_md4_alias(self):
+        assert CredKeyHashType.NTLM == CredKeyHashType.MD4
+
+
+class TestCredKey:
+    def test_init_with_ntlm_hash(self):
+        """Test initialization with NTLM hash."""
+        key_bytes = b"a" * 16
+        ntlm_hash = NtlmHash(value=key_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_init_with_pbkdf2_hash(self):
+        """Test initialization with PBKDF2 hash."""
+        key_bytes = b"a" * 16
+        pbkdf2_hash = Pbkdf2Hash(value=key_bytes)
+        cred_key = CredKey(key=pbkdf2_hash)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+    def test_init_with_sha1_hash(self):
+        """Test initialization with SHA1 hash."""
+        key_bytes = b"a" * 20
+        sha1_hash = Sha1Hash(value=key_bytes)
+        cred_key = CredKey(key=sha1_hash)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.key.value == key_bytes
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+    def test_init_with_direct_parameters(self):
+        """Test initialization with direct parameters."""
+        ntlm_hash = NtlmHash(value=b"a" * 16)
+        cred_key = CredKey(key=ntlm_hash)
+
+        assert cred_key.key == ntlm_hash
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_from_password_ntlm(self):
+        """Test creating CredKey from password with NTLM hash."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.NTLM)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_sha1(self):
+        """Test creating CredKey from password with SHA1 hash."""
+        password = "Qwerty12345"
+        cred_key = CredKey.from_password(password, CredKeyHashType.SHA1)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+        expected_hash = "15056cbc481efd37bba0e97e9c28493a40cf8745"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_pbkdf2(self):
+        """Test creating CredKey from password with PBKDF2 hash."""
+        password = "Qwerty12345"
+
+        with pytest.raises(ValueError, match="user_sid parameter is required"):
+            CredKey.from_password(password, CredKeyHashType.PBKDF2)
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.PBKDF2, user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_md4_explicit(self):
+        """Test creating CredKey from password with explicit MD4 hash type."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.MD4)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.owf == CredKeyHashType.MD4
+
+        expected_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_secure_cred_key(self):
+        """Test creating CredKey from password with SECURE_CRED_KEY alias."""
+        password = "Qwerty12345"
+
+        cred_key = CredKey.from_password(password, CredKeyHashType.SECURE_CRED_KEY, user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_password_unsupported_type(self):
+        """Test creating CredKey from password with unsupported type."""
+        password = "TestPassword123"
+
+        with pytest.raises(ValueError, match="Unsupported hash type"):
+            # Using string instead of enum to test error handling
+            CredKey.from_password(password, "unsupported")  # type: ignore
+
+    def test_from_ntlm_ntlm(self):
+        """Test creating CredKey from NTLM hash (explicit NTLM type)."""
+        ntlm_bytes = b"a" * 16
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.NTLM)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == ntlm_bytes
+        assert cred_key.owf == CredKeyHashType.NTLM
+
+    def test_from_ntlm_md4(self):
+        """Test creating CredKey from NTLM hash with explicit MD4 type."""
+        ntlm_bytes = b"a" * 16
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.MD4)
+
+        assert isinstance(cred_key.key, NtlmHash)
+        assert cred_key.key.value == ntlm_bytes
+        assert cred_key.owf == CredKeyHashType.MD4
+
+    def test_from_ntlm_pbkdf2(self):
+        """Test creating CredKey from NTLM hash with PBKDF2 derivation."""
+        ntlm_hash = "abd9ffb762c86b26ef4ce5c81b0dd37f"  # Qwerty12345
+        ntlm_bytes = bytes.fromhex(ntlm_hash)
+
+        with pytest.raises(ValueError, match="user_sid parameter is required"):
+            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2)
+
+        user_sid = "S-1-5-21-3821320868-1508310791-3575676346-1103"
+        cred_key = CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.PBKDF2, user_sid=user_sid)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
+        expected_hash = "775ec403415b49002386ea8e477346cd"
+        assert cred_key.key.value.hex() == expected_hash
+
+    def test_from_ntlm_invalid_derivation(self):
+        """Test creating CredKey from NTLM hash with invalid derivation."""
+        ntlm_bytes = b"a" * 16
+
+        with pytest.raises(ValueError, match="Cannot derive"):
+            CredKey.from_ntlm(ntlm_bytes, CredKeyHashType.SHA1)
+
+    def test_from_sha1(self):
+        """Test creating CredKey from SHA1 hash."""
+        sha1_bytes = b"a" * 20
+        cred_key = CredKey.from_sha1(sha1_bytes)
+
+        assert isinstance(cred_key.key, Sha1Hash)
+        assert cred_key.key.value == sha1_bytes
+        assert cred_key.owf == CredKeyHashType.SHA1
+
+
+class TestMasterKeyEncryptionKey:
+    """Test MasterKeyEncryptionKey model."""
+
+    def test_from_cred_key_ntlm(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with NTLM."""
+        global ntlm_bytes, user_sid
+
+        ntlm_hash = NtlmHash(value=ntlm_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+
+        expected_sha1 = "44857a618c3d58f37823f016c2ff10a0d7b93ee7"
+        assert mk_key.key.value.hex() == expected_sha1
+
+    def test_from_cred_key_sha1(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with SHA1."""
+        global user_sid
+
+        sha1_hash = Sha1Hash(value=bytes.fromhex(credkey_sha1_hash))
+        cred_key = CredKey(key=sha1_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+        assert mk_key.key.value.hex() == "0a66b6fa245e40118aab0c9d71774bf540045f9c"
+
+    def test_from_cred_key_pbkdf2(self):
+        """Test creating MasterKeyEncryptionKey from CredKey with PBKDF2."""
+        global user_sid, credkey_pbkdf2_hash
+
+        pbkdf2_hash = Pbkdf2Hash(value=bytes.fromhex(credkey_pbkdf2_hash))
+        cred_key = CredKey(key=pbkdf2_hash)
+
+        mk_key = MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert len(mk_key.key.value) == 20  # SHA1 digest length
+        assert mk_key.key.value.hex() == "d3205d40d3df002fba1936ce075c0b2805fab06d"
+
+    def test_from_dpapi_system_cred(self):
+        """Test creating MasterKeyEncryptionKey from DPAPI_SYSTEM credential."""
+        dpapi_system_key = b"a" * 20  # 20 bytes for SHA1
+
+        mk_key = MasterKeyEncryptionKey.from_dpapi_system_cred(dpapi_system_key)
+
+        assert isinstance(mk_key.key, Sha1Hash)
+        assert mk_key.key.value == dpapi_system_key
+
+    def test_derive_mk_key_with_different_digests(self):
+        """Test _derive_mk_key with different digest algorithms."""
+        pwdhash = b"a" * 16
+        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+
+        # Test with sha256
+        sha256_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha256")
+        assert len(sha256_key) == 32  # SHA256 digest length
+
+        # Test with md4
+        md4_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="md4")
+        assert len(md4_key) == 16  # MD4 digest length
+
+        # Test with sha1 (default)
+        sha1_key = MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="sha1")
+        assert len(sha1_key) == 20  # SHA1 digest length
+
+    def test_derive_mk_key_with_unsupported_digest(self):
+        """Test _derive_mk_key with unsupported digest algorithm."""
+        pwdhash = b"a" * 16
+        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+
+        with pytest.raises(ValueError, match="Unsupported digest algorithm"):
+            MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
+
+
+class TestHelperFunctions:
+    """Test crypto helper functions."""
+
+    def test_derive_secure_cred_key(self):
+        """Test _derive_secure_cred_key function directly."""
+        ntlm_hash = bytes.fromhex("abd9ffb762c86b26ef4ce5c81b0dd37f")  # Qwerty12345
+        user_sid_bytes = "S-1-5-21-3821320868-1508310791-3575676346-1103".encode("utf-16le")
+
+        derived_key = _derive_secure_cred_key(ntlm_hash, user_sid_bytes)
+
+        assert len(derived_key) == 16  # PBKDF2 returns 16 bytes
+        assert derived_key == bytes.fromhex("775ec403415b49002386ea8e477346cd")
+
+
+class TestDomainBackupKey:
+    """Test DomainBackupKey dataclass."""
+
+    def test_create_domain_backup_key(self, get_file_path):
+        """Test creating DomainBackupKey."""
+        # Load valid backup key data from fixtures
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        guid = UUID(backupkey_data["backup_key_guid"])
+        key_data = base64.b64decode(backupkey_data["key"])
+        domain_controller = backupkey_data["dc"]
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data, domain_controller=domain_controller)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller == domain_controller
+
+    def test_create_domain_backup_key_no_dc(self, get_file_path):
+        """Test creating DomainBackupKey without domain controller."""
+        # Load valid backup key data from fixtures
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        guid = UUID(backupkey_data["backup_key_guid"])
+        key_data = base64.b64decode(backupkey_data["key"])
+
+        backup_key = DomainBackupKey(guid=guid, key_data=key_data)
+
+        assert backup_key.guid == guid
+        assert backup_key.key_data == key_data
+        assert backup_key.domain_controller is None
+
+    def test_decrypt_masterkey_file_with_backup_key(self, get_file_path):
+        """Test decrypting a domain masterkey file using backup key."""
+        # Load the backup key from fixtures
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        # Create DomainBackupKey from the fixture data
+        backup_key = DomainBackupKey(
+            guid=UUID(backupkey_data["backup_key_guid"]),
+            key_data=base64.b64decode(backupkey_data["key"]),
+            domain_controller=backupkey_data["dc"],
+        )
+
+        # Load the domain masterkey file
+        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
+
+        # Decrypt the masterkey
+        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+
+        # Verify decryption succeeded
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert decrypted_masterkey.backup_key_guid == backup_key.guid
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+
+        masterkey_bytes = "36bd60cb9e7e52433169db00e93ed0a82d3c30c65d948bd8596fb32c267671020b02026b0ae03479dd18374adbdd7658f45cce6ed2a45319eff7a96c411c85f5"
+        masterkey_sha1_hash = "17fd87f91d25a18abd9bcd66b6d9f3c6bfc16778"
+
+        assert decrypted_masterkey.plaintext_key.hex() == masterkey_bytes
+        assert decrypted_masterkey.plaintext_key_sha1.hex() == masterkey_sha1_hash
+
+    @pytest.mark.asyncio
+    async def test_decrypt_masterkey_file_with_backup_key_oldformat(self, get_file_path):
+        """Test decrypting a domain masterkey file using backup key."""
+        # Load the backup key from fixtures
+        backupkey_file = get_file_path("old_format/dpapi_domain_backupkey.json")
+        masterkey_file = MasterKeyFile.parse(get_file_path("old_format/ab998260-e99d-4871-8f4b-d922b2848ce6"))
+        blob = Blob.parse(get_file_path("old_format/dpapi_blob.bin"))
+
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        # Create DomainBackupKey from the fixture data
+        backup_key = DomainBackupKey(
+            guid=UUID(backupkey_data["domain_backupkey_guid"]),
+            key_data=base64.b64decode(backupkey_data["domain_backupkey_b64"]),
+            domain_controller=backupkey_data["domain_controller"],
+        )
+
+        # Load the domain masterkey file
+
+        # Decrypt the masterkey
+        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+
+        # Verify decryption succeeded
+        assert decrypted_masterkey is not None
+        assert decrypted_masterkey.is_decrypted
+        assert decrypted_masterkey.guid == masterkey_file.masterkey_guid
+        assert decrypted_masterkey.plaintext_key is not None
+        assert decrypted_masterkey.plaintext_key_sha1 is not None
+        assert decrypted_masterkey.backup_key_guid == backup_key.guid
+        assert len(decrypted_masterkey.plaintext_key_sha1) == 20  # SHA1 is 20 bytes
+
+        assert (
+            masterkey_file is not None
+            and masterkey_file.master_key is not None
+            and masterkey_file.domain_backup_key is not None
+        )
+
+        manager = DpapiManager(storage_backend="memory", auto_decrypt=True)
+        await manager.upsert_domain_backup_key(backup_key)
+
+        await manager.upsert_masterkey(
+            MasterKey(
+                guid=decrypted_masterkey.guid,
+                plaintext_key=decrypted_masterkey.plaintext_key,
+                plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1,
+            )
+        )
+
+        assert blob.masterkey_guid == masterkey_file.masterkey_guid
+
+        decrypted = await manager.decrypt_blob(blob)
+        assert decrypted == b"This is a test."  # Adjusted expected value
+
+    def test_decrypt_masterkey_file_no_domain_key(self):
+        """Test decrypting a masterkey file without domain backup key raises exception."""
+        from uuid import uuid4
+
+        # Create a backup key with fake data (bypassing validation using model_construct)
+        backup_key = DomainBackupKey.model_construct(guid=uuid4(), key_data=b"fake_key_data")
+
+        # Load the local masterkey file (no domain backup key)
+        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
+
+        # Should raise MasterKeyDecryptionError since no domain backup key in file
+        with pytest.raises(ValueError, match="contains no domain backup key"):
+            backup_key.decrypt_masterkey_file(masterkey_file)
+
+    def test_domain_backup_key_validation(self):
+        """Test that DomainBackupKey validates key_data format."""
+        from uuid import uuid4
+
+        guid = uuid4()
+
+        # Test with invalid key data (too short)
+        with pytest.raises(ValueError, match="key_data too short"):
+            DomainBackupKey(guid=guid, key_data=b"too_short")
+
+        # Test with empty key data
+        with pytest.raises(ValueError, match="key_data too short"):
+            DomainBackupKey(guid=guid, key_data=b"")
+
+        # Test with non-bytes key data should be caught by Pydantic
+        with pytest.raises(ValueError):
+            DomainBackupKey(guid=guid, key_data="not_bytes")  # type: ignore
+
+
+class TestDpapiSystemSecret:
+    """Tests for DpapiSystemSecret class."""
+
+    def test_from_bytes_valid_40_bytes(self):
+        """Test creating DpapiSystemSecret from valid 40-byte data."""
+        # Create test data: 20 bytes user key + 20 bytes machine key
+        user_key_data = b"user_key_12345678901"  # 20 bytes
+        machine_key_data = b"mach_key_12345678901"  # 20 bytes
+        dpapi_system_data = machine_key_data + user_key_data  # 40 bytes total, machine key first
+
+        secret = DpapiSystemCredential.from_bytes(dpapi_system_data)
+
+        assert secret.user_key == user_key_data
+        assert secret.machine_key == machine_key_data
+
+    def test_direct_creation_with_bytes(self):
+        """Test creating DpapiSystemSecret directly with bytes."""
+        # Create test data: 20 bytes user key + 20 bytes machine key
+        user_key_data = b"user_key_12345678901"  # 20 bytes
+        machine_key_data = b"mach_key_12345678901"  # 20 bytes
+
+        # Test by creating instance directly with bytes
+        secret = DpapiSystemCredential(
+            user_key=user_key_data,
+            machine_key=machine_key_data,
+        )
+
+        assert secret.user_key == user_key_data
+        assert secret.machine_key == machine_key_data
+
+    def test_from_bytes_invalid_length_short(self):
+        """Test from_bytes with data too short raises ValueError."""
+        short_data = b"too_short"  # Only 9 bytes
+
+        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 9"):
+            DpapiSystemCredential.from_bytes(short_data)
+
+    def test_from_bytes_invalid_length_long(self):
+        """Test from_bytes with data too long raises ValueError."""
+        long_data = b"a" * 50  # 50 bytes
+
+        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 50"):
+            DpapiSystemCredential.from_bytes(long_data)
+
+    def test_from_lsa_secret_valid_structure(self):
+        """Test creating DpapiSystemSecret from valid LSA secret structure."""
+
+        secret = DpapiSystemCredential.from_lsa_secret(dpapi_system_secret_hex)
+
+        assert secret.user_key == bytes.fromhex(dpapi_system_user_key_hex)
+        assert secret.machine_key == bytes.fromhex(dpapi_system_machine_key_hex)
+
+    def test_from_lsa_secret_and_direct_creation(self):
+        """Test creating DpapiSystemSecret from LSA secret and direct instantiation."""
+        import struct
+
+        # Create valid LSA secret structure
+        version = 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # First parse with bytes to get the expected values
+        secret_from_bytes = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+        # Test by creating instance directly with bytes
+        secret_from_hex = DpapiSystemCredential(
+            user_key=user_key,
+            machine_key=machine_key,
+        )
+
+        assert secret_from_hex.user_key == user_key
+        assert secret_from_hex.machine_key == machine_key
+        assert secret_from_hex.user_key == secret_from_bytes.user_key
+        assert secret_from_hex.machine_key == secret_from_bytes.machine_key
+
+    def test_from_lsa_secret_too_small(self):
+        """Test from_lsa_secret with data too small raises ValueError."""
+        small_data = b"too_small"  # Only 9 bytes
+
+        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 9"):
+            DpapiSystemCredential.from_lsa_secret(small_data)
+
+    def test_from_lsa_secret_invalid_version(self):
+        """Test from_lsa_secret with invalid version raises ValueError."""
+        import struct
+
+        # Create LSA secret with invalid version
+        version = 0  # Should be 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        with pytest.raises(ValueError, match="Unexpected LSA secret version: 0, expected 1"):
+            DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+    def test_from_lsa_secret_zero_machine_key_accepted(self):
+        """Test from_lsa_secret with zero-filled machine key is accepted."""
+        import struct
+
+        # Create LSA secret with zero-filled machine key
+        version = 1
+        machine_key = b"\x00" * 20  # All zeros - still valid bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # Zero-filled keys are valid - they're still 20 bytes
+        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_zero_user_key_accepted(self):
+        """Test from_lsa_secret with zero-filled user key is accepted."""
+        import struct
+
+        # Create LSA secret with zero-filled user key
+        version = 1
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"\x00" * 20  # All zeros - still valid bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+
+        # Zero-filled keys are valid - they're still 20 bytes
+        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_malformed_struct(self):
+        """Test from_lsa_secret with malformed structure raises ValueError."""
+        malformed_data = b"malformed_struct_data_not_enough_bytes"
+
+        with pytest.raises(ValueError, match="Incorrect LSA secret size"):
+            DpapiSystemCredential.from_lsa_secret(malformed_data)
+
+    def test_from_lsa_secret_exact_size(self):
+        """Test from_lsa_secret with exactly 44 bytes works correctly."""
+        import struct
+
+        # Create exactly 44 byte LSA secret structure
+        version = 1
+        machine_key = b"1234567890abcdefghij"  # 20 bytes
+        user_key = b"ABCDEFGHIJ0987654321"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+        assert len(lsa_secret_data) == 44
+
+        secret = DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+        assert secret.user_key == user_key
+        assert secret.machine_key == machine_key
+
+    def test_from_lsa_secret_extra_data_rejected(self):
+        """Test from_lsa_secret rejects data with extra bytes beyond the structure."""
+        import struct
+
+        # Create LSA secret structure with extra data
+        version = 0
+        machine_key = b"mach_key_12345678901"  # 20 bytes
+        user_key = b"user_key_12345678901"  # 20 bytes
+
+        lsa_secret_data = struct.pack("<L20s20s", version, machine_key, user_key)
+        lsa_secret_data += b"extra_data_that_should_be_ignored"
+
+        # Should raise ValueError because length is not exactly 44 bytes
+        with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 77"):
+            DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 618cfb1..c0d258e 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -21,9 +21,16 @@ from common.models2.dpapi import (
 from Crypto.Hash import SHA1
 from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException
-from nemesis_dpapi import DomainBackupKey, DpapiManager, DpapiSystemCredential
-from nemesis_dpapi.core import MasterKey
-from nemesis_dpapi.crypto import NtlmHash, Password, Pbkdf2Hash, Sha1Hash
+from nemesis_dpapi import (
+    DomainBackupKey,
+    DpapiManager,
+    DpapiSystemCredential,
+    MasterKey,
+    NtlmHash,
+    Password,
+    Pbkdf2Hash,
+    Sha1Hash,
+)
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)

From 007419ca743d7896e30bade10dfa1a22ef8a7582 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 29 Sep 2025 22:03:01 -0700
Subject: [PATCH 095/279] add missing test, update err msg

---
 .../dpapi_blob/analyzer.py                    |  8 +-
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      |  3 +-
 libs/nemesis_dpapi/tests/test_keys.py         | 98 +++++++++++++++++++
 3 files changed, 106 insertions(+), 3 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index a3e356c..a98f421 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -140,11 +140,15 @@ rule has_dpapi_blob
                         # TODO: do something with the decrypted blob?
                 except BlobDecryptionError as e:
                     logger.warning(
-                        f"Unable to decrypt local state DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
+                        f"Could not decrypt local state DPAPI blob with its masterkey. Error: {e}",
+                        masterkey_guid=carved_blob["dpapi_master_key_guid"],
+                        error_type=type(e).__name__,
                     )
                 except Exception as e:
                     logger.warning(
-                        f"Unable to decrypt carved DPAPI blob: {carved_blob['dpapi_master_key_guid']}. Error: {e}"
+                        f"Unhandled error while decrypting DPAPI blob with masterkey. Error: {e}",
+                        masterkey_guid=carved_blob["dpapi_master_key_guid"],
+                        error_type=type(e).__name__,
                     )
 
             masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index 96c5663..90f0330 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -10,8 +10,9 @@ from uuid import UUID  # noqa: TC003 - need for pydantic
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
 from Cryptodome.Cipher import PKCS1_v1_5
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR
 from impacket.dpapi import DomainKey as ImpacketDomainKey
+from impacket.dpapi import privatekeyblob_to_pkcs1
 from pydantic import BaseModel, ConfigDict, field_validator
 
 from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index 3025183..f52c4bb 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -2,6 +2,7 @@
 
 import base64
 import json
+from unittest.mock import PropertyMock, patch
 from uuid import UUID
 
 import pytest
@@ -363,6 +364,15 @@ class TestCredKey:
         assert cred_key.key.value == sha1_bytes
         assert cred_key.owf == CredKeyHashType.SHA1
 
+    def test_from_pbkdf2(self):
+        """Test creating CredKey from PBKDF2 hash."""
+        pbkdf2_bytes = bytes.fromhex(credkey_pbkdf2_hash)
+        cred_key = CredKey.from_pbkdf2(pbkdf2_bytes)
+
+        assert isinstance(cred_key.key, Pbkdf2Hash)
+        assert cred_key.key.value == pbkdf2_bytes
+        assert cred_key.owf == CredKeyHashType.PBKDF2
+
 
 class TestMasterKeyEncryptionKey:
     """Test MasterKeyEncryptionKey model."""
@@ -442,6 +452,42 @@ class TestMasterKeyEncryptionKey:
         with pytest.raises(ValueError, match="Unsupported digest algorithm"):
             MasterKeyEncryptionKey._derive_mk_key(pwdhash, user_sid, digest="unsupported")
 
+    def test_from_cred_key_type_mismatch_ntlm(self):
+        """Test type mismatch validation for NTLM/MD4 - wrong hash type."""
+        # Create a CredKey with SHA1 hash but mock owf to return NTLM
+        sha1_hash = Sha1Hash(value=b"a" * 20)
+        cred_key = CredKey(key=sha1_hash)
+
+        # Mock the owf property to return NTLM while key is actually SHA1
+        with patch.object(type(cred_key), "owf", new_callable=PropertyMock) as mock_owf:
+            mock_owf.return_value = CredKeyHashType.NTLM
+            with pytest.raises(ValueError, match="Expected NtlmHash for MD4/NTLM key type"):
+                MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+    def test_from_cred_key_type_mismatch_sha1(self):
+        """Test type mismatch validation for SHA1 - wrong hash type."""
+        # Create a CredKey with NTLM hash but mock owf to return SHA1
+        ntlm_hash = NtlmHash(value=ntlm_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        # Mock the owf property to return SHA1 while key is actually NTLM
+        with patch.object(type(cred_key), "owf", new_callable=PropertyMock) as mock_owf:
+            mock_owf.return_value = CredKeyHashType.SHA1
+            with pytest.raises(ValueError, match="Expected Sha1Hash for SHA1 key type"):
+                MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
+    def test_from_cred_key_type_mismatch_pbkdf2(self):
+        """Test type mismatch validation for PBKDF2 - wrong hash type."""
+        # Create a CredKey with NTLM hash but mock owf to return PBKDF2
+        ntlm_hash = NtlmHash(value=ntlm_bytes)
+        cred_key = CredKey(key=ntlm_hash)
+
+        # Mock the owf property to return PBKDF2 while key is actually NTLM
+        with patch.object(type(cred_key), "owf", new_callable=PropertyMock) as mock_owf:
+            mock_owf.return_value = CredKeyHashType.PBKDF2
+            with pytest.raises(ValueError, match="Expected Pbkdf2Hash for PBKDF2 key type"):
+                MasterKeyEncryptionKey.from_cred_key(cred_key, user_sid)
+
 
 class TestHelperFunctions:
     """Test crypto helper functions."""
@@ -614,6 +660,33 @@ class TestDomainBackupKey:
         with pytest.raises(ValueError):
             DomainBackupKey(guid=guid, key_data="not_bytes")  # type: ignore
 
+    def test_decrypt_masterkey_file_unexpected_key_length(self, get_file_path):
+        """Test decrypting masterkey with unexpected decrypted key length."""
+        from unittest.mock import MagicMock, patch
+
+        # Load valid backup key and masterkey file
+        backupkey_file = get_file_path("backupkey.json")
+        with open(backupkey_file) as f:
+            backupkey_data = json.load(f)
+
+        backup_key = DomainBackupKey(
+            guid=UUID(backupkey_data["backup_key_guid"]),
+            key_data=base64.b64decode(backupkey_data["key"]),
+            domain_controller=backupkey_data["dc"],
+        )
+
+        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
+
+        # Mock the cipher.decrypt to return unexpected length
+        with patch("nemesis_dpapi.keys.PKCS1_v1_5") as mock_pkcs:
+            mock_cipher = MagicMock()
+            # Return decrypted key with unexpected length (not 104 or 128)
+            mock_cipher.decrypt.return_value = b"X" * 100  # 100 bytes (unexpected)
+            mock_pkcs.new.return_value = mock_cipher
+
+            with pytest.raises(Exception, match="Unexpected decrypted key length"):
+                backup_key.decrypt_masterkey_file(masterkey_file)
+
 
 class TestDpapiSystemSecret:
     """Tests for DpapiSystemSecret class."""
@@ -630,6 +703,31 @@ class TestDpapiSystemSecret:
         assert secret.user_key == user_key_data
         assert secret.machine_key == machine_key_data
 
+    def test_from_bytes_with_hex_string(self):
+        """Test creating DpapiSystemSecret from hex string."""
+        # Use the actual test data hex strings
+        hex_string = dpapi_system_machine_user_key_hex  # 40 bytes as hex (80 chars)
+
+        secret = DpapiSystemCredential.from_bytes(hex_string)
+
+        assert secret.user_key == bytes.fromhex(dpapi_system_user_key_hex)
+        assert secret.machine_key == bytes.fromhex(dpapi_system_machine_key_hex)
+
+    def test_from_bytes_with_invalid_hex_string(self):
+        """Test from_bytes with invalid hex string raises error."""
+        invalid_hex = "not_valid_hex_string"
+
+        with pytest.raises(ValueError, match="Invalid hex string"):
+            DpapiSystemCredential.from_bytes(invalid_hex)
+
+    def test_from_bytes_with_hex_string_wrong_length(self):
+        """Test from_bytes with hex string of wrong length."""
+        # 60 hex chars = 30 bytes (not 40)
+        wrong_length_hex = "a" * 60
+
+        with pytest.raises(ValueError, match="DPAPI_SYSTEM must be exactly 40 bytes, got 30"):
+            DpapiSystemCredential.from_bytes(wrong_length_hex)
+
     def test_direct_creation_with_bytes(self):
         """Test creating DpapiSystemSecret directly with bytes."""
         # Create test data: 20 bytes user key + 20 bytes machine key

From dc82ac9b1bd26cca2e6712f6b31b746a027c5860 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 09:45:50 -0700
Subject: [PATCH 096/279] update comment

---
 .../file_enrichment_modules/lsass_dump/analyzer.py              | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 9a97e8e..f1d451f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -342,7 +342,7 @@ class LsassDumpParser(EnrichmentModule):
                         )
 
         # # for debugging
-        # mks = asyncio.run(self.dpapi_manager.get_all_masterkeys())
+        # mks = await self.dpapi_manager.get_all_masterkeys()
         # import pprint
         # pprint.pprint(mks)
 

From 3a144b1426e1befb39197c79d2d7af08a71b4e48 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 10:00:58 -0700
Subject: [PATCH 097/279] update cli shorthands

---
 projects/cli/cli/main.py | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/projects/cli/cli/main.py b/projects/cli/cli/main.py
index 47d0ded..0de91f2 100644
--- a/projects/cli/cli/main.py
+++ b/projects/cli/cli/main.py
@@ -1,10 +1,8 @@
 # main.py
 import asyncio
 import sys
-from typing import Optional
 
 import click
-
 from cli.config import load_config
 from cli.log import setup_logging
 from cli.monitor import monitor_main
@@ -122,10 +120,14 @@ def get_os_user_and_host_string() -> str:
 @click.option("-w", "--workers", default=10, help="Number of worker threads", show_default=True)
 @click.option("-u", "--username", default="n", help="Basic auth username", show_default=True)
 @click.option("-p", "--password", default="n", help="Basic auth password", show_default=True)
-@click.option("--project", default="assess-test", help="Project name for metadata", show_default=True)
-@click.option("--source", help="Source name for metadata (e.g., 'host://HOST1')")
+@click.option("-s", "--source", default=None, help="Source name for metadata (e.g., 'host://HOST1')", show_default=True)
+@click.option("-j", "--project", default="assess-test", help="Project name for metadata", show_default=True)
 @click.option(
-    "--agent-id", default=("submit" + get_os_user_and_host_string()), help="Agent ID for metadata", show_default=True
+    "-a",
+    "--agent-id",
+    default=("submit" + get_os_user_and_host_string()),
+    help="Agent ID for metadata",
+    show_default=True,
 )
 @click.option(
     "-f",
@@ -174,8 +176,8 @@ def submit(
     agent_id: str,
     file_path: str,
     container: bool,
-    source: Optional[str] = None,
-    filters: Optional[str] = None,
+    source: str | None = None,
+    filters: str | None = None,
     include_pattern: tuple[str, ...] = (),
     exclude_pattern: tuple[str, ...] = (),
     repeat: int = 0,
@@ -228,7 +230,7 @@ def monitor(
     workers: int,
     only_monitor: bool,
     container: bool,
-    source: Optional[str] = None,
+    source: str | None = None,
 ):
     """Monitor a folder for new files and submit them to Nemesis"""
     monitor_main(

From be80f6f8dbc32a28ac98836a426f370df6f530c4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 10:49:33 -0700
Subject: [PATCH 098/279] remove old null manager

---
 .../nemesis_dpapi/noop_manager.py             | 54 -------------------
 1 file changed, 54 deletions(-)
 delete mode 100644 libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
deleted file mode 100644
index 7843aad..0000000
--- a/libs/nemesis_dpapi/nemesis_dpapi/noop_manager.py
+++ /dev/null
@@ -1,54 +0,0 @@
-"""Null DPAPI manager implementation."""
-
-from typing import Any
-from uuid import UUID
-
-from .core import Blob, MasterKey
-from .exceptions import MasterKeyNotFoundError
-from .keys import DomainBackupKey, DpapiSystemCredential
-from .protocols import DpapiManagerProtocol
-from .repositories import MasterKeyFilter
-
-
-class NullDpapiManager(DpapiManagerProtocol):
-    """Null object implementation of DPAPI manager that does nothing when methods are invoked."""
-
-    async def __aenter__(self) -> "NullDpapiManager":
-        """Async context manager entry."""
-        return self
-
-    async def __aexit__(self, exc_type: Any, exc_val: Any, exc_tb: Any) -> None:
-        """Async context manager exit."""
-        pass
-
-    async def upsert_masterkey(self, masterkey: MasterKey) -> None:
-        """Add or update a masterkey (does nothing)."""
-        pass
-
-    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
-        """Add or update a domain backup key (does nothing)."""
-        pass
-
-    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
-        """Add or update a DPAPI system credential (does nothing)."""
-        pass
-
-    async def decrypt_blob(self, blob: Blob) -> bytes:
-        """Decrypt a DPAPI blob (always fails)."""
-        raise MasterKeyNotFoundError(blob.masterkey_guid)
-
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID (always returns None)."""
-        return None
-
-    async def get_all_masterkeys(
-        self,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
-        backup_key_guid: UUID | None = None,
-    ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering (always returns empty list)."""
-        return []
-
-    async def close(self) -> None:
-        """Close the manager and cleanup resources (does nothing)."""
-        pass

From 8a7d7dc22f8e435ba9c883e58a92f0ce6c8cf9b3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 15:52:44 -0700
Subject: [PATCH 099/279] initial dpapi DAPR integration

---
 libs/nemesis_dpapi/examples/example.py        |  28 +-
 .../nemesis_dpapi/auto_decrypt.py             |   8 +-
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |  73 +-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  28 +-
 libs/nemesis_dpapi/poetry.lock                | 800 +++++++++++++++++-
 libs/nemesis_dpapi/pyproject.toml             |   1 +
 6 files changed, 907 insertions(+), 31 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 6b33737..a8f5cbb 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -80,14 +80,14 @@ async def main() -> None:
     print("\n=== Adding Real DPAPI Data ===")
 
     print("=== DPAPI Library Usage with Events ===")
-    async with DpapiManager(storage_backend="memory") as dpapi:
+    async with DpapiManager(storage_backend="memory") as manager:
         # Register custom observer
-        dpapi_monitor = MyDpapiEventMonitor()
-        dpapi.subscribe(dpapi_monitor)
+        monitor = MyDpapiEventMonitor()
+        manager.subscribe(monitor)
 
         # Add masterkeys
         domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
-        await dpapi.upsert_masterkey(
+        await manager.upsert_masterkey(
             MasterKey(
                 guid=domain_mk_guid,
                 encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
@@ -96,7 +96,7 @@ async def main() -> None:
         )
 
         cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
-        await dpapi.upsert_masterkey(
+        await manager.upsert_masterkey(
             MasterKey(
                 guid=cred_mk_guid1,
                 encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
@@ -105,7 +105,7 @@ async def main() -> None:
         )
 
         cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
-        await dpapi.upsert_masterkey(
+        await manager.upsert_masterkey(
             MasterKey(
                 guid=cred_mk_guid2,
                 encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
@@ -120,14 +120,14 @@ async def main() -> None:
             guid=UUID("aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"),
             key_data=fake_backup_key_bytes,
         )
-        await dpapi.upsert_domain_backup_key(backup_key)
+        await manager.upsert_domain_backup_key(backup_key)
 
         # Check results after fake backup key
-        all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys = await manager.get_all_masterkeys()
+        decrypted_keys = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
 
-        await dpapi.upsert_masterkey(
+        await manager.upsert_masterkey(
             MasterKey(
                 guid=masterkey_file.masterkey_guid,
                 encrypted_key_usercred=masterkey_file.master_key,
@@ -141,14 +141,14 @@ async def main() -> None:
             key_data=base64.b64decode(backup_key_data["key"]),
             domain_controller=backup_key_data["dc"],
         )
-        await dpapi.upsert_domain_backup_key(real_backup_key)
+        await manager.upsert_domain_backup_key(real_backup_key)
 
         # Give auto-decryption time to work
         await asyncio.sleep(1)
 
         # Check final results
-        all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_final = await manager.get_all_masterkeys()
+        decrypted_keys_final = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(
             f"After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
         )
@@ -170,7 +170,7 @@ async def main() -> None:
         print(f"Blob masterkey GUID: {blob.masterkey_guid}")
 
         # Decrypt the blob using the DPAPI manager
-        decrypted_blob_data = await dpapi.decrypt_blob(blob)
+        decrypted_blob_data = await manager.decrypt_blob(blob)
         print(f"Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
 
         # Update domain_mk_guid to use the real one for blob decryption test
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index dc703f6..19fa194 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -64,7 +64,7 @@ class AutoDecryptionObserver(DpapiObserver):
         """Attempt to decrypt all encrypted masterkeys using the new DPAPI system credentials."""
         start_time = time.perf_counter()
 
-        print("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
+        logger.debug("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
         encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
         decrypted_count = 0
@@ -95,7 +95,7 @@ class AutoDecryptionObserver(DpapiObserver):
                 continue
 
         end_time = time.perf_counter()
-        print(f"_attempt_masterkey_decryption_with_system_credential took {end_time - start_time:.4f} seconds")
+        logger.debug(f"_attempt_masterkey_decryption_with_system_credential took {end_time - start_time:.4f} seconds")
 
     async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
         """Attempt to decrypt all masterkeys using the new backup key."""
@@ -152,7 +152,7 @@ class AutoDecryptionObserver(DpapiObserver):
             logger.error(f"Auto-decrypt error: {e}")
         finally:
             end_time = time.perf_counter()
-            print(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
+            logger.debug(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
 
     async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
@@ -203,4 +203,4 @@ class AutoDecryptionObserver(DpapiObserver):
                 break
 
         end_time = time.perf_counter()
-        print(f"_attempt_masterkey_decryption took {end_time - start_time:.4f} seconds")
+        logger.debug(f"_attempt_masterkey_decryption took {end_time - start_time:.4f} seconds")
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index ecac6fa..6584e38 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -2,9 +2,12 @@
 
 from abc import abstractmethod
 from datetime import UTC, datetime
+from typing import get_args
 from uuid import UUID
 
-from pydantic import Field, field_validator
+from dapr.clients import DaprClient
+from dapr.clients.grpc._response import TopicEventResponse, TopicEventResponseStatus
+from pydantic import Field, field_validator, model_validator
 
 from nemesis_dpapi.core import BaseModel
 from nemesis_dpapi.keys import DpapiSystemCredential, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
@@ -69,6 +72,28 @@ type DpapiEvent = (
 )
 
 
+DAPR_PUBSUB_NAME = "pubsub"
+DAPR_DPAPI_EVENT_TOPIC = "dpapi_events"
+
+DPAPI_EVENT_CLASSES = {cls.__name__: cls for cls in get_args(DpapiEvent.__value__)}
+
+
+class TypedDpapiEvent(BaseModel):
+    """Wrapper class for DpapiEvent with type information for deserialization."""
+
+    type_name: str
+    event: DpapiEvent
+
+    @model_validator(mode="before")
+    @classmethod
+    def deserialize_event(cls, data: dict) -> dict:
+        if isinstance(data, dict) and "type_name" in data and "event" in data:
+            event_class = DPAPI_EVENT_CLASSES.get(data["type_name"])
+            if event_class:
+                data["event"] = event_class(**data["event"])
+        return data
+
+
 class DpapiObserver:
     """Base class for DPAPI event observers."""
 
@@ -89,12 +114,48 @@ class Publisher:
         if observer not in self._observers:
             self._observers.append(observer)
 
-    def unsubscribe(self, observer: DpapiObserver) -> None:
-        """Detach an observer from this subject."""
-        if observer in self._observers:
-            self._observers.remove(observer)
-
     def publish(self, event: DpapiEvent) -> None:
         """Notify all observers of an event."""
         for observer in self._observers:
             observer.update(event)
+
+
+class DaprPublisher(Publisher):
+    """DPAPI event publisher using Dapr pub/sub."""
+
+    def __init__(self, dapr_client: DaprClient):
+        super().__init__()
+        self._dapr_client = dapr_client
+
+    def publish(self, event: DpapiEvent) -> None:
+        """Publish an event to all subscribed observers via Dapr pub/sub."""
+        event_type = event.__class__.__name__
+
+        new_event = TypedDpapiEvent(type_name=event_type, event=event)
+
+        self._dapr_client.publish_event(
+            pubsub_name=DAPR_PUBSUB_NAME,
+            topic_name=DAPR_DPAPI_EVENT_TOPIC,
+            data=new_event.model_dump_json(),
+            data_content_type="application/json",
+        )
+
+    def process_message(self, evnt: TypedDpapiEvent) -> TopicEventResponse:
+        """Process incoming Dapr pub/sub messages."""
+
+        for observer in self._observers:
+            observer.update(evnt.event)
+
+        return TopicEventResponse(TopicEventResponseStatus.success)
+
+    def start(self) -> None:
+        """Start the Dapr client (if needed)."""
+
+        close_fn = self._dapr_client.subscribe_with_handler(
+            pubsub_name=DAPR_PUBSUB_NAME,
+            topic=DAPR_DPAPI_EVENT_TOPIC,
+            handler_fn=lambda event: self.process_message(event),
+            dead_letter_topic="TOPIC_A_DEAD",
+        )
+
+        close_fn()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index a8f2211..ba71cf3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -9,6 +9,7 @@ from Crypto.Hash import SHA1
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, MasterKey
 from .eventing import (
+    DpapiObserver,
     NewDomainBackupKeyEvent,
     NewDpapiSystemCredentialEvent,
     NewEncryptedMasterKeyEvent,
@@ -40,10 +41,12 @@ from .repositories import MasterKeyFilter
 
 
 # TODO: Make thread safe
-class DpapiManager(Publisher, DpapiManagerProtocol):
+class DpapiManager(DpapiManagerProtocol):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
-    def __init__(self, storage_backend: str = "memory", auto_decrypt: bool = True) -> None:
+    def __init__(
+        self, storage_backend: str = "memory", auto_decrypt: bool = True, publisher: Publisher | None = None
+    ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
@@ -62,10 +65,15 @@ class DpapiManager(Publisher, DpapiManagerProtocol):
         self._dpapi_system_cred_repo: DpapiSystemCredentialRepository
         self._pg_pool: asyncpg.Pool | None = None
 
+        if publisher is None:
+            self._publisher = Publisher()
+        else:
+            self._publisher = publisher
+
         # Set up auto-decryption if enabled
         if self._auto_decrypt:
             self._auto_decrypt_observer = AutoDecryptionObserver(self)
-            self.subscribe(self._auto_decrypt_observer)
+            self._publisher.subscribe(self._auto_decrypt_observer)
 
     async def _initialize_storage(self) -> None:
         """Initialize storage repositories based on backend type."""
@@ -123,9 +131,17 @@ class DpapiManager(Publisher, DpapiManagerProtocol):
 
         # Publish appropriate event based on what was added
         if new_masterkey.plaintext_key or new_masterkey.plaintext_key_sha1:
-            self.publish(NewPlaintextMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+            self._publisher.publish(NewPlaintextMasterKeyEvent(masterkey_guid=new_masterkey.guid))
         elif new_masterkey.encrypted_key_usercred or new_masterkey.encrypted_key_backup:
-            self.publish(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+            self._publisher.publish(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+
+    def subscribe(self, observer: DpapiObserver) -> None:
+        """Subscribe an observer to DPAPI events.
+
+        Args:
+            observer: Observer implementing the update(event) method
+        """
+        self._publisher.subscribe(observer)
 
     async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
@@ -139,7 +155,7 @@ class DpapiManager(Publisher, DpapiManagerProtocol):
 
         await self._backup_key_repo.upsert_backup_key(backup_key)
 
-        self.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
+        self._publisher.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
     async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential.
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 1ff2774..5ada13c 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -1,5 +1,141 @@
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+description = "Happy Eyeballs for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "aiohappyeyeballs-2.6.1.tar.gz", hash = "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558"},
+]
+
+[[package]]
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+description = "Async http client/server framework (asyncio)"
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+python-versions = ">=3.9"
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+aiosignal = ">=1.4.0"
+attrs = ">=17.3.0"
+frozenlist = ">=1.1.1"
+multidict = ">=4.5,<7.0"
+propcache = ">=0.2.0"
+yarl = ">=1.17.0,<2.0"
+
+[package.extras]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+
+[[package]]
+name = "aiosignal"
+version = "1.4.0"
+description = "aiosignal: a list of registered asynchronous callbacks"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
+
 [[package]]
 name = "annotated-types"
 version = "0.7.0"
@@ -76,6 +212,26 @@ docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
 gssauth = ["gssapi", "sspilib"]
 test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
 
+[[package]]
+name = "attrs"
+version = "25.3.0"
+description = "Classes Without Boilerplate"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+]
+
+[package.extras]
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+cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
+tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
+
 [[package]]
 name = "blinker"
 version = "1.9.0"
@@ -442,6 +598,26 @@ ssh = ["bcrypt (>=3.1.5)"]
 test = ["certifi", "pretend", "pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-xdist"]
 test-randomorder = ["pytest-randomly"]
 
+[[package]]
+name = "dapr"
+version = "1.16.0"
+description = "The official release of Dapr Python SDK."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+]
+
+[package.dependencies]
+aiohttp = ">=3.9.0b0"
+grpcio = ">=1.37.0"
+grpcio-status = ">=1.37.0"
+protobuf = ">=4.22"
+python-dateutil = ">=2.8.1"
+typing-extensions = ">=4.4.0"
+
 [[package]]
 name = "dnspython"
 version = "2.7.0"
@@ -516,6 +692,247 @@ werkzeug = ">=3.1.0"
 async = ["asgiref (>=3.2)"]
 dotenv = ["python-dotenv"]
 
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 testing = ["fields", "hunter", "process-tests", "pytest-xdist", "virtualenv"]
 
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+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:9427925776096e664c39e131447aa20ec738bdd77c049c48ea5200db2237e000"},
+    {file = "yarl-1.20.1-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:ff70f32aa316393eaf8222d518ce9118148eddb8a53073c2403863b41033eed5"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:c7ddf7a09f38667aea38801da8b8d6bfe81df767d9dfc8c88eb45827b195cd1c"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:57edc88517d7fc62b174fcfb2e939fbc486a68315d648d7e74d07fac42cec240"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:dab096ce479d5894d62c26ff4f699ec9072269d514b4edd630a393223f45a0ee"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14a85f3bd2d7bb255be7183e5d7d6e70add151a98edf56a770d6140f5d5f4010"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:2c89b5c792685dd9cd3fa9761c1b9f46fc240c2a3265483acc1565769996a3f8"},
+    {file = "yarl-1.20.1-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d"},
+    {file = "yarl-1.20.1-cp39-cp39-win32.whl", hash = "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06"},
+    {file = "yarl-1.20.1-cp39-cp39-win_amd64.whl", hash = "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00"},
+    {file = "yarl-1.20.1-py3-none-any.whl", hash = "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77"},
+    {file = "yarl-1.20.1.tar.gz", hash = "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac"},
+]
+
+[package.dependencies]
+idna = ">=2.0"
+multidict = ">=4.0"
+propcache = ">=0.2.1"
+
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "dc6cde9fe10f703424e9c366286a8983e6045f644f6d2ed06455271dd5d168a2"
+content-hash = "bdded938c32f860305a2d52383d1fb118e0aa20f15ac3d4b46b8dc6af6e0d906"
diff --git a/libs/nemesis_dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
index 617db47..7c878f3 100644
--- a/libs/nemesis_dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -11,6 +11,7 @@ dependencies = [
     "pydantic (>=2.0.0,<3.0.0)",
     "pycryptodome (>=3.23.0,<4.0.0)",
     "dpapick3 (>=0.7.1,<0.8.0)",
+    "dapr (>=1.16.0,<2.0.0)",
 ]
 
 

From 499e4a4bfabab6c5d8a29b59344536036b990d0f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 21:24:30 -0700
Subject: [PATCH 100/279] fix dpapi dapr integration

---
 .../nemesis_dpapi/auto_decrypt.py             |   5 +
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |  12 +-
 libs/nemesis_dpapi/tests/test_eventing.py     | 129 ++++++++++++++++++
 .../file_enrichment/routes/dpapi.py           |  15 +-
 4 files changed, 152 insertions(+), 9 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/test_eventing.py

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 19fa194..ac3f485 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -86,6 +86,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     except MasterKeyDecryptionError:
                         continue
 
+                    print(f"Successfully decrypted masterkey {encrypted_mk.guid} with DPAPI_SYSTEM credential")
                     await self.dpapi_manager.upsert_masterkey(plaintext_mk)
                     break  # Decrypted successfully, no need to try other key
             except Exception as e:
@@ -137,6 +138,9 @@ class AutoDecryptionObserver(DpapiObserver):
                     continue
 
                 if result:
+                    print(
+                        f"Successfully decrypted masterkey {masterkey.guid} with new backup key {new_backup_key.guid}"
+                    )
                     new_mk = MasterKey(
                         guid=masterkey.guid,
                         encrypted_key_usercred=masterkey.encrypted_key_usercred,
@@ -199,6 +203,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     plaintext_key_sha1=result.plaintext_key_sha1,
                     backup_key_guid=result.backup_key_guid,
                 )
+                print(f"Successfully decrypted masterkey {masterkey.guid} with backup key {backup_key.guid}")
                 await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
                 break
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index 6584e38..db678e8 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -2,6 +2,7 @@
 
 from abc import abstractmethod
 from datetime import UTC, datetime
+from logging import getLogger
 from typing import get_args
 from uuid import UUID
 
@@ -13,6 +14,8 @@ from nemesis_dpapi.core import BaseModel
 from nemesis_dpapi.keys import DpapiSystemCredential, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from nemesis_dpapi.types import Sid
 
+logger = getLogger(__name__)
+
 
 class NewEncryptedMasterKeyEvent(BaseModel):
     """Event emitted when a new encrypted master key is added"""
@@ -89,7 +92,7 @@ class TypedDpapiEvent(BaseModel):
     def deserialize_event(cls, data: dict) -> dict:
         if isinstance(data, dict) and "type_name" in data and "event" in data:
             event_class = DPAPI_EVENT_CLASSES.get(data["type_name"])
-            if event_class:
+            if event_class and isinstance(data["event"], dict):
                 data["event"] = event_class(**data["event"])
         return data
 
@@ -129,10 +132,11 @@ class DaprPublisher(Publisher):
 
     def publish(self, event: DpapiEvent) -> None:
         """Publish an event to all subscribed observers via Dapr pub/sub."""
-        event_type = event.__class__.__name__
 
+        event_type = event.__class__.__name__
         new_event = TypedDpapiEvent(type_name=event_type, event=event)
 
+        logger.debug("Publishing event of type %s to Dapr: %s", event_type)
         self._dapr_client.publish_event(
             pubsub_name=DAPR_PUBSUB_NAME,
             topic_name=DAPR_DPAPI_EVENT_TOPIC,
@@ -143,6 +147,8 @@ class DaprPublisher(Publisher):
     def process_message(self, evnt: TypedDpapiEvent) -> TopicEventResponse:
         """Process incoming Dapr pub/sub messages."""
 
+        logger.debug("Processing event of type %s", evnt.type_name)
+
         for observer in self._observers:
             observer.update(evnt.event)
 
@@ -155,7 +161,7 @@ class DaprPublisher(Publisher):
             pubsub_name=DAPR_PUBSUB_NAME,
             topic=DAPR_DPAPI_EVENT_TOPIC,
             handler_fn=lambda event: self.process_message(event),
-            dead_letter_topic="TOPIC_A_DEAD",
+            # dead_letter_topic="TOPIC_A_DEAD",
         )
 
         close_fn()
diff --git a/libs/nemesis_dpapi/tests/test_eventing.py b/libs/nemesis_dpapi/tests/test_eventing.py
new file mode 100644
index 0000000..d6eae16
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/test_eventing.py
@@ -0,0 +1,129 @@
+"""Tests for DPAPI eventing."""
+
+from datetime import UTC, datetime
+from uuid import UUID
+
+from nemesis_dpapi.eventing import (
+    NewDomainBackupKeyEvent,
+    NewDpapiSystemCredentialEvent,
+    NewEncryptedMasterKeyEvent,
+    NewPasswordDerivedCredentialEvent,
+    NewPlaintextMasterKeyEvent,
+    TypedDpapiEvent,
+)
+from nemesis_dpapi.keys import DpapiSystemCredential, NtlmHash, Password
+
+
+class TestTypedDpapiEventDeserialization:
+    """Test TypedDpapiEvent deserialization."""
+
+    def test_deserialize_from_dict(self):
+        """Test deserializing TypedDpapiEvent from dictionary."""
+        masterkey_guid = UUID("12345678-1234-5678-1234-567812345678")
+        timestamp = datetime.now(UTC)
+
+        data = {
+            "type_name": "NewPlaintextMasterKeyEvent",
+            "event": {"masterkey_guid": str(masterkey_guid), "timestamp": timestamp.isoformat()},
+        }
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert typed_event.type_name == "NewPlaintextMasterKeyEvent"
+        assert isinstance(typed_event.event, NewPlaintextMasterKeyEvent)
+        assert typed_event.event.masterkey_guid == masterkey_guid
+
+    def test_deserialize_from_already_instantiated_event(self):
+        """Test deserializing when event is already an instance (not a dict)."""
+        masterkey_guid = UUID("12345678-1234-5678-1234-567812345678")
+        timestamp = datetime.now(UTC)
+
+        event = NewPlaintextMasterKeyEvent(masterkey_guid=masterkey_guid, timestamp=timestamp)
+
+        data = {"type_name": "NewPlaintextMasterKeyEvent", "event": event}
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert typed_event.type_name == "NewPlaintextMasterKeyEvent"
+        assert isinstance(typed_event.event, NewPlaintextMasterKeyEvent)
+        assert typed_event.event.masterkey_guid == masterkey_guid
+
+    def test_deserialize_encrypted_masterkey_event(self):
+        """Test deserializing NewEncryptedMasterKeyEvent."""
+        masterkey_guid = UUID("87654321-4321-8765-4321-876543218765")
+
+        data = {
+            "type_name": "NewEncryptedMasterKeyEvent",
+            "event": {"masterkey_guid": str(masterkey_guid)},
+        }
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert isinstance(typed_event.event, NewEncryptedMasterKeyEvent)
+        assert typed_event.event.masterkey_guid == masterkey_guid
+
+    def test_deserialize_domain_backup_key_event(self):
+        """Test deserializing NewDomainBackupKeyEvent."""
+        backup_key_guid = UUID("11111111-2222-3333-4444-555555555555")
+
+        data = {"type_name": "NewDomainBackupKeyEvent", "event": {"backup_key_guid": str(backup_key_guid)}}
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert isinstance(typed_event.event, NewDomainBackupKeyEvent)
+        assert typed_event.event.backup_key_guid == backup_key_guid
+
+    def test_deserialize_dpapi_system_credential_event(self):
+        """Test deserializing NewDpapiSystemCredentialEvent."""
+        cred = DpapiSystemCredential(machine_key=b"0" * 20, user_key=b"1" * 20)
+
+        data = {
+            "type_name": "NewDpapiSystemCredentialEvent",
+            "event": {"credential": cred.model_dump()},
+        }
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert isinstance(typed_event.event, NewDpapiSystemCredentialEvent)
+        assert typed_event.event.credential.machine_key == b"0" * 20
+        assert typed_event.event.credential.user_key == b"1" * 20
+
+    def test_deserialize_password_derived_credential_event(self):
+        """Test deserializing NewPasswordDerivedCredentialEvent."""
+        password = Password(value="test123")
+        user_sid = "S-1-5-21-1234567890-1234567890-1234567890-1001"
+
+        data = {
+            "type_name": "NewPasswordDerivedCredentialEvent",
+            "event": {
+                "type": "Password",
+                "credential": password.model_dump(),
+                "user_sid": str(user_sid),
+            },
+        }
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert isinstance(typed_event.event, NewPasswordDerivedCredentialEvent)
+        assert typed_event.event.type == "Password"
+        assert isinstance(typed_event.event.credential, Password)
+        assert typed_event.event.credential.value == "test123"
+        assert typed_event.event.user_sid == user_sid
+
+    def test_deserialize_ntlm_hash_credential_event(self):
+        """Test deserializing NewPasswordDerivedCredentialEvent with NTLM hash."""
+        ntlm_hash = NtlmHash(value=b"0" * 16)
+
+        data = {
+            "type_name": "NewPasswordDerivedCredentialEvent",
+            "event": {
+                "type": "NtlmHash",
+                "credential": ntlm_hash.model_dump(),
+            },
+        }
+
+        typed_event = TypedDpapiEvent(**data)
+
+        assert isinstance(typed_event.event, NewPasswordDerivedCredentialEvent)
+        assert typed_event.event.type == "NtlmHash"
+        assert isinstance(typed_event.event.credential, NtlmHash)
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index c0d258e..44306ed 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -3,7 +3,6 @@
 import asyncio
 import base64
 import urllib.parse
-from functools import lru_cache
 from typing import Annotated
 from uuid import UUID
 
@@ -31,6 +30,7 @@ from nemesis_dpapi import (
     Pbkdf2Hash,
     Sha1Hash,
 )
+from nemesis_dpapi.eventing import DaprPublisher
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
 logger = get_logger(__name__)
@@ -40,10 +40,13 @@ with DaprClient() as client:
     postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
 
-# Using lru_cache to create a singleton instance of DpapiManager
-@lru_cache
-def get_dpapi_manager() -> DpapiManager:
-    return DpapiManager(storage_backend=postgres_connection_string)
+async def get_dpapi_manager() -> DpapiManager:
+    client = DaprClient()
+    return DpapiManager(
+        storage_backend=postgres_connection_string,
+        auto_decrypt=True,
+        publisher=DaprPublisher(client),
+    )
 
 
 DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
@@ -51,7 +54,7 @@ DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
 
 async def dpapi_background_monitor() -> None:
     logger.info("Starting DPAPI background monitor task")
-    dpapi_manager = get_dpapi_manager()
+    dpapi_manager = await get_dpapi_manager()
 
     # Add some sample masterkeys for testing
     # for i in range(64):

From a661a324253af56244d7d1ce364c80d1ef9e609f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 22:04:23 -0700
Subject: [PATCH 101/279] changeup decryption

---
 libs/nemesis_dpapi/examples/example.py        |  14 ++-
 .../nemesis_dpapi/auto_decrypt.py             |   7 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 100 ++++++++++++++++--
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      |  71 +------------
 .../benchmarks/bench_backupkey_decryption.py  |  10 +-
 libs/nemesis_dpapi/tests/test_keys.py         |  10 +-
 6 files changed, 120 insertions(+), 92 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index a8f5cbb..4d1d54d 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -72,7 +72,12 @@ async def main() -> None:
 
     masterkey_file = MasterKeyFile.parse(masterkey_file_path)
     backup_key_bytes = base64.b64decode(backup_key_data["key"])
-    fake_backup_key_bytes = backup_key_bytes[0:499] + b"\x00" + backup_key_bytes[500:]
+
+    # Create a fake backup key by corrupting one byte
+    pvk_header_size = 20  # PVK_FILE_HDR size
+    fake_backup_key_bytes = (
+        backup_key_bytes[: pvk_header_size + 32] + b"\xff" + backup_key_bytes[pvk_header_size + 33 :]
+    )
 
     if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
         raise ValueError("Invalid masterkey file")
@@ -104,12 +109,15 @@ async def main() -> None:
             )
         )
 
+        # Create a fake masterkey that won't decrypt
         cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
         await manager.upsert_masterkey(
             MasterKey(
                 guid=cred_mk_guid2,
-                encrypted_key_usercred=b"fake_encrypted_cred_masterkey_data_2",
-                encrypted_key_backup=b"fake_encrypted_backup_data_2",
+                encrypted_key_usercred=masterkey_file.master_key[:50] + b"\xff" * 20 + masterkey_file.master_key[70:],
+                encrypted_key_backup=masterkey_file.domain_backup_key[:50]
+                + b"\xff" * 30
+                + masterkey_file.domain_backup_key[80:],
             )
         )
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index ac3f485..d024a48 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -133,8 +133,9 @@ class AutoDecryptionObserver(DpapiObserver):
                 )
 
                 try:
-                    result = new_backup_key.decrypt_masterkey_file(masterkey_file)
-                except MasterKeyDecryptionError:
+                    result = masterkey_file.decrypt(new_backup_key)
+                except (MasterKeyDecryptionError, ValueError):
+                    # Skip masterkeys that can't be decrypted (wrong key, local backup key, etc.)
                     continue
 
                 if result:
@@ -189,7 +190,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     domain_backup_key=masterkey.encrypted_key_backup,
                 )
 
-                result = backup_key.decrypt_masterkey_file(masterkey_file)
+                result = masterkey_file.decrypt(backup_key)
             except Exception:
                 logger.debug(f"Failed to decrypt masterkey {masterkey.guid} with backup key {backup_key.guid}")
                 continue
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 7ae39d4..4cfd47e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -1,21 +1,40 @@
 """Core data types used in the DPAPI library"""
 
+from __future__ import annotations
+
 import json
 import struct
 from enum import IntFlag
 from pathlib import Path
+from typing import TYPE_CHECKING
 from uuid import UUID
 
+from Crypto.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
 from dpapick3 import blob as dpapick3_blob
-from impacket.dpapi import DPAPI_BLOB
+from impacket.dpapi import (
+    DPAPI_BLOB,
+    DPAPI_DOMAIN_RSA_MASTER_KEY,
+    PRIVATE_KEY_BLOB,
+    PVK_FILE_HDR,
+    privatekeyblob_to_pkcs1,
+)
+from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict
 
-from .exceptions import BlobDecryptionError, BlobParsingError, MasterKeyDecryptionError
+from .exceptions import (
+    BlobDecryptionError,
+    BlobParsingError,
+    InvalidBackupKeyError,
+    MasterKeyDecryptionError,
+)
 from .keys import MasterKeyEncryptionKey
 
+if TYPE_CHECKING:
+    from .keys import DomainBackupKey
+
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
 
@@ -72,7 +91,7 @@ class MasterKey(BaseModel):
         """Check if masterkey has been decrypted."""
         return self.plaintext_key is not None
 
-    def decrypt(self, master_key_encryption_key: MasterKeyEncryptionKey) -> "MasterKey":
+    def decrypt(self, master_key_encryption_key: MasterKeyEncryptionKey) -> MasterKey:
         """Decrypt the master key using the provided master key encryption key.
 
         Args:
@@ -133,7 +152,7 @@ class Blob(BaseModel):
     raw_bytes: bytes
 
     @classmethod
-    def parse(cls, data_or_path: bytes | str | Path) -> "Blob":
+    def parse(cls, data_or_path: bytes | str | Path) -> Blob:
         """Parse a DPAPI blob from bytes or file path.
 
         Args:
@@ -212,7 +231,7 @@ class Blob(BaseModel):
             raw_bytes=data,
         )
 
-    def decrypt(self, masterkey: "MasterKey", entropy: bytes | None = None) -> bytes:
+    def decrypt(self, masterkey: MasterKey, entropy: bytes | None = None) -> bytes:
         """Decrypt the blob using the provided master key.
 
         Args:
@@ -271,7 +290,7 @@ class MasterKeyFile(BaseModel):
     raw_bytes: bytes | None = None
 
     @classmethod
-    def parse(cls, file_path: str | Path) -> "MasterKeyFile":
+    def parse(cls, file_path: str | Path) -> MasterKeyFile:
         """Parse a masterkey file from disk.
 
         Args:
@@ -373,3 +392,72 @@ class MasterKeyFile(BaseModel):
             domain_backup_key=backup_dc_key,
             raw_bytes=data,
         )
+
+    def decrypt(self, backup_key: DomainBackupKey) -> MasterKey:
+        """Decrypt this masterkey file using a domain backup key.
+
+        Args:
+            backup_key: The domain backup key to use for decryption
+
+        Returns:
+            MasterKey instance with decrypted key data
+
+        Raises:
+            ValueError: If masterkey file has no domain backup key
+            InvalidBackupKeyError: If domain backup key is invalid or malformed
+            MasterKeyDecryptionError: If decryption fails
+        """
+        if not self.domain_backup_key:
+            raise ValueError("Masterkey file contains no domain backup key data")
+
+        # Validate domain backup key has minimum size for ImpacketDomainKey structure
+        # (4 bytes version + 16 bytes GUID = 20 bytes minimum)
+        if len(self.domain_backup_key) < 20:
+            raise ValueError(
+                f"Domain backup key data too short ({len(self.domain_backup_key)} bytes). "
+                "This appears to be a local backup key, not a domain backup key."
+            )
+
+        try:
+            domain_key = ImpacketDomainKey(self.domain_backup_key)
+        except Exception as e:
+            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
+
+        try:
+            # Extract the private key from the backup key data
+            key = PRIVATE_KEY_BLOB(backup_key.key_data[len(PVK_FILE_HDR()) :])
+            private = privatekeyblob_to_pkcs1(key)
+            cipher = PKCS1_v1_5.new(private)
+        except Exception as e:
+            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
+
+        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
+        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
+
+        if not decrypted_key:
+            raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
+
+        domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
+        buffer = domain_master_key["buffer"]
+
+        # If it's a version 3 masterkey, skip the first 8 bytes (structure is different)
+        if len(decrypted_key) == 128:
+            key_offset = 8
+        elif len(decrypted_key) == 104:
+            key_offset = 0
+        else:
+            raise MasterKeyDecryptionError(
+                f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
+            )
+
+        plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
+        plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
+
+        return MasterKey(
+            guid=self.masterkey_guid,
+            encrypted_key_usercred=self.master_key,
+            encrypted_key_backup=self.domain_backup_key,
+            plaintext_key=plaintext_key,
+            plaintext_key_sha1=plaintext_key_sha1,
+            backup_key_guid=backup_key.guid,
+        )
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index 90f0330..c9c466d 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -9,16 +9,10 @@ from uuid import UUID  # noqa: TC003 - need for pydantic
 
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
-from Cryptodome.Cipher import PKCS1_v1_5
-from impacket.dpapi import DPAPI_DOMAIN_RSA_MASTER_KEY, PRIVATE_KEY_BLOB, PVK_FILE_HDR
-from impacket.dpapi import DomainKey as ImpacketDomainKey
-from impacket.dpapi import privatekeyblob_to_pkcs1
+from impacket.dpapi import PRIVATE_KEY_BLOB, PVK_FILE_HDR
 from pydantic import BaseModel, ConfigDict, field_validator
 
-from .exceptions import InvalidBackupKeyError, MasterKeyDecryptionError
-
 if TYPE_CHECKING:
-    from .core import MasterKey, MasterKeyFile
     from .types import Sid
 
 
@@ -317,69 +311,6 @@ class DomainBackupKey(BaseModel):
 
         return v
 
-    def decrypt_masterkey_file(self, masterkey_file: MasterKeyFile) -> MasterKey:
-        """Decrypt a masterkey file using this domain backup key.
-
-        Args:
-            masterkey_file: The masterkey file to decrypt
-
-        Returns:
-            MasterKey instance with decrypted key data
-
-        Raises:
-            MasterKeyDecryptionError: If masterkey file has no domain backup key or decryption fails
-            InvalidBackupKeyError: If domain backup key is invalid or malformed
-        """
-        # Local import to avoid circular dependency
-        from .core import MasterKey
-
-        if not masterkey_file.domain_backup_key:
-            raise ValueError("Masterkey file contains no domain backup key data")
-
-        try:
-            domain_key = ImpacketDomainKey(masterkey_file.domain_backup_key)
-        except Exception as e:
-            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
-
-        try:
-            # Extract the private key from the backup key data
-            key = PRIVATE_KEY_BLOB(self.key_data[len(PVK_FILE_HDR()) :])
-            private = privatekeyblob_to_pkcs1(key)
-            cipher = PKCS1_v1_5.new(private)
-        except Exception as e:
-            raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
-
-        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
-        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
-
-        if not decrypted_key:
-            raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
-
-        domain_master_key = DPAPI_DOMAIN_RSA_MASTER_KEY(decrypted_key)
-        buffer = domain_master_key["buffer"]
-
-        # If it's a version 3 masterkey, skip the first 8 bytes (structure is different)
-        if len(decrypted_key) == 128:
-            key_offset = 8
-        elif len(decrypted_key) == 104:
-            key_offset = 0
-        else:
-            raise MasterKeyDecryptionError(
-                f"Unexpected decrypted key length: {len(decrypted_key)}. Decrypted key: {decrypted_key.hex()}"
-            )
-
-        plaintext_key = buffer[key_offset : key_offset + domain_master_key["cbMasterKey"]]
-        plaintext_key_sha1 = SHA1.new(plaintext_key).digest()
-
-        return MasterKey(
-            guid=masterkey_file.masterkey_guid,
-            encrypted_key_usercred=masterkey_file.master_key,
-            encrypted_key_backup=masterkey_file.domain_backup_key,
-            plaintext_key=plaintext_key,
-            plaintext_key_sha1=plaintext_key_sha1,
-            backup_key_guid=self.guid,
-        )
-
 
 class DpapiSystemCredential(BaseModel):
     """Represents the DPAPI_SYSTEM LSA secret key for decrypting machine-protected masterkeys."""
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
index 4a71abd..5513cce 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
@@ -30,11 +30,11 @@ class TestMasterkeyDecryptionBenchmarks:
         masterkey_file = MasterKeyFile.parse(masterkey_file_path)
 
         # Verify setup works
-        test_result = backup_key.decrypt_masterkey_file(masterkey_file)
+        test_result = masterkey_file.decrypt(backup_key)
         assert test_result.is_decrypted, "Test decryption failed - benchmark cannot proceed"
 
         # Run benchmark
-        result = benchmark(backup_key.decrypt_masterkey_file, masterkey_file)
+        result = benchmark(masterkey_file.decrypt, backup_key)
 
         # Verify result
         assert result.is_decrypted
@@ -59,10 +59,10 @@ class TestMasterkeyDecryptionBenchmarks:
 
         # Warmup
         for _ in range(5):
-            backup_key.decrypt_masterkey_file(masterkey_file)
+            masterkey_file.decrypt(backup_key)
 
         # Benchmark
-        result = benchmark(backup_key.decrypt_masterkey_file, masterkey_file)
+        result = benchmark(masterkey_file.decrypt, backup_key)
 
         # Verify
         assert result.is_decrypted
@@ -89,7 +89,7 @@ class TestMasterkeyDecryptionBenchmarks:
         def batch_decrypt():
             results = []
             for _ in range(iterations):
-                result = backup_key.decrypt_masterkey_file(masterkey_file)
+                result = masterkey_file.decrypt(backup_key)
                 results.append(result)
             return results
 
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index f52c4bb..b8a0340 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -557,7 +557,7 @@ class TestDomainBackupKey:
         masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
 
         # Decrypt the masterkey
-        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+        decrypted_masterkey = masterkey_file.decrypt(backup_key)
 
         # Verify decryption succeeded
         assert decrypted_masterkey is not None
@@ -595,7 +595,7 @@ class TestDomainBackupKey:
         # Load the domain masterkey file
 
         # Decrypt the masterkey
-        decrypted_masterkey = backup_key.decrypt_masterkey_file(masterkey_file)
+        decrypted_masterkey = masterkey_file.decrypt(backup_key)
 
         # Verify decryption succeeded
         assert decrypted_masterkey is not None
@@ -640,7 +640,7 @@ class TestDomainBackupKey:
 
         # Should raise MasterKeyDecryptionError since no domain backup key in file
         with pytest.raises(ValueError, match="contains no domain backup key"):
-            backup_key.decrypt_masterkey_file(masterkey_file)
+            masterkey_file.decrypt(backup_key)
 
     def test_domain_backup_key_validation(self):
         """Test that DomainBackupKey validates key_data format."""
@@ -678,14 +678,14 @@ class TestDomainBackupKey:
         masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
 
         # Mock the cipher.decrypt to return unexpected length
-        with patch("nemesis_dpapi.keys.PKCS1_v1_5") as mock_pkcs:
+        with patch("nemesis_dpapi.core.PKCS1_v1_5") as mock_pkcs:
             mock_cipher = MagicMock()
             # Return decrypted key with unexpected length (not 104 or 128)
             mock_cipher.decrypt.return_value = b"X" * 100  # 100 bytes (unexpected)
             mock_pkcs.new.return_value = mock_cipher
 
             with pytest.raises(Exception, match="Unexpected decrypted key length"):
-                backup_key.decrypt_masterkey_file(masterkey_file)
+                masterkey_file.decrypt(backup_key)
 
 
 class TestDpapiSystemSecret:

From ccc812f997be53a823b0120a03bd12e559ff4233 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 30 Sep 2025 22:54:50 -0700
Subject: [PATCH 102/279] simplify deletes, keep task alive

---
 libs/chromium/chromium/cookies.py             | 16 ++--
 .../file_enrichment/workflow_manager.py       |  2 +-
 projects/housekeeping/housekeeping/main.py    | 84 ++++++-------------
 3 files changed, 34 insertions(+), 68 deletions(-)

diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index f474ebe..ef78550 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -1,7 +1,7 @@
 """Chromium Cookies file parsing and database operations."""
 
-import sqlite3
 import asyncio
+import sqlite3
 
 import psycopg
 import structlog
@@ -126,7 +126,7 @@ def _insert_cookies(
                 try:
                     value_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(encrypted_value)))
                     if value_dec_bytes:
-                        value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                        value_dec = value_dec_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
                 except:
                     pass
@@ -153,13 +153,15 @@ def _insert_cookies(
                                     # Or just 16-byte suffix
                                     value_dec_bytes = value_dec_bytes[:-16]
 
-                                value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                                value_dec = value_dec_bytes.decode("utf-8", errors="replace")
                                 is_decrypted = True
                         except Exception as e:
-                            logger.warning("Failed to decrypt cookie with state key",
-                                       state_key_id=state_key_id,
-                                       encryption_type=encryption_type,
-                                       error=str(e))
+                            logger.warning(
+                                "Failed to decrypt cookie with state key",
+                                state_key_id=state_key_id,
+                                encryption_type=encryption_type,
+                                error=str(e),
+                            )
 
             cookie_data = {
                 "originating_object_id": file_enriched.object_id,
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index a238348..364aaba 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -299,7 +299,7 @@ class WorkflowManager:
             except Exception as e:
                 logger.exception(e, message="Error resetting workflows in database", pid=os.getpid())
 
-            logger.warning("WorkflowManager reset", active_count=len(self.active_workflows), pid=os.getpid())
+            logger.info("WorkflowManager reset", active_count=len(self.active_workflows), pid=os.getpid())
 
             return {
                 "status": "success",
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 1ae8ded..6e6382d 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -20,6 +20,7 @@ logger = structlog.get_logger(module=__name__)
 scheduler = AsyncIOScheduler()
 is_initialized = False
 storage = StorageMinio()
+background_tasks = set()
 
 with DaprClient() as client:
     secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
@@ -49,62 +50,24 @@ async def get_expired_object_ids(expiration_date: Optional[datetime] = None) ->
     """
     try:
         conn = get_db_connection()
-
-        # Use provided expiration date or current datetime
         comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Define the WHERE clause based on the expiration_date
-        where_clause = "WHERE 1=1"  # Default to get all records if datetime.max
-        params = tuple()
-
-        if expiration_date != datetime.max:
-            where_clause = "WHERE expiration < %s"
-            params = (comparison_date,)
-
-        # Get expired object_ids from the files table
         with conn.cursor() as cur:
             cur.execute(
-                f"""
-                SELECT object_id
-                FROM files
-                {where_clause}
+                """
+                SELECT DISTINCT object_id
+                FROM (
+                    SELECT object_id FROM files WHERE expiration < %s
+                    UNION
+                    SELECT object_id FROM files_enriched WHERE expiration < %s
+                    UNION
+                    SELECT object_id FROM files_enriched_dataset WHERE expiration < %s
+                ) AS expired
                 """,
-                params,
+                (comparison_date, comparison_date, comparison_date),
             )
-            expired_files = cur.fetchall()
+            return [str(record[0]) for record in cur.fetchall()]
 
-            # Get expired object_ids from the files_enriched table
-            cur.execute(
-                f"""
-                SELECT object_id
-                FROM files_enriched
-                {where_clause}
-                """,
-                params,
-            )
-            expired_files_enriched = cur.fetchall()
-
-            # Get expired object_ids from the files_enriched_dataset table
-            cur.execute(
-                f"""
-                SELECT object_id
-                FROM files_enriched_dataset
-                {where_clause}
-                """,
-                params,
-            )
-            expired_files_dataset = cur.fetchall()
-
-        # Combine all object_ids
-        all_expired_object_ids = set()
-        for record in expired_files:
-            all_expired_object_ids.add(str(record[0]))
-        for record in expired_files_enriched:
-            all_expired_object_ids.add(str(record[0]))
-        for record in expired_files_dataset:
-            all_expired_object_ids.add(str(record[0]))
-
-        return list(all_expired_object_ids)
     except Exception as e:
         logger.exception(e, message="Error getting expired object IDs from database")
         return []
@@ -252,7 +215,7 @@ async def delete_expired_containers(expiration_date: Optional[datetime] = None)
         logger.info(
             "Successfully deleted expired containers",
             container_count=count_to_delete,
-            expiration_date=comparison_date if expiration_date != datetime.max else "all"
+            expiration_date=comparison_date if expiration_date != datetime.max else "all",
         )
         return True
 
@@ -287,42 +250,41 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
         for x in range(3):
             # Step 1: Get expired object IDs from database using the provided expiration date
             expired_object_ids = await get_expired_object_ids(expiration_date)
-            logger.info("Found expired objects", count=len(expired_object_ids), round=(x+1))
+            logger.info("Found expired objects", count=len(expired_object_ids), round=(x + 1))
 
             if not expired_object_ids:
-                logger.info("No expired objects found, cleanup job completed", round=(x+1))
+                logger.info("No expired objects found, cleanup job completed", round=(x + 1))
                 return
 
             # Step 2: Get related transform object IDs
             transform_object_ids = await get_transform_object_ids(expired_object_ids)
-            logger.info("Found related transform objects", count=len(transform_object_ids), round=(x+1))
+            logger.info("Found related transform objects", count=len(transform_object_ids), round=(x + 1))
 
             # Step 3: Combine all object IDs that need to be deleted from Minio
             all_object_ids = list(set(expired_object_ids + transform_object_ids))
 
             # Step 4: Delete objects from Minio using the StorageMinio instance
             deleted_count = storage.delete_objects(all_object_ids)
-            logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids), round=(x+1))
+            logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids), round=(x + 1))
 
             # Step 5: Delete database entries
             db_delete_success = await delete_database_entries(expired_object_ids)
             if db_delete_success:
-                logger.info("Successfully deleted database entries", round=(x+1))
+                logger.info("Successfully deleted database entries", round=(x + 1))
             else:
-                logger.error("Failed to delete some database entries during cleanup job", round=(x+1))
+                logger.error("Failed to delete some database entries during cleanup job", round=(x + 1))
 
             # Step 6: delete any expired containers
             container_delete_success = await delete_expired_containers(expiration_date)
             if container_delete_success:
-                logger.info("Successfully deleted container entries", round=(x+1))
+                logger.info("Successfully deleted container entries", round=(x + 1))
             else:
-                logger.error("Failed to delete some container entries during cleanup job", round=(x+1))
+                logger.error("Failed to delete some container entries during cleanup job", round=(x + 1))
 
             await asyncio.sleep(20)
 
         logger.info("Cleanup job complete")
 
-
     except Exception as e:
         logger.exception(e, message="Error running cleanup job")
 
@@ -436,7 +398,9 @@ async def trigger_cleanup(request: CleanupRequest):
                 }
 
     # Trigger the cleanup job with the specified expiration
-    asyncio.create_task(run_cleanup_job(expiration_date))
+    task = asyncio.create_task(run_cleanup_job(expiration_date))
+    background_tasks.add(task)
+    task.add_done_callback(background_tasks.discard)
 
     return {
         "message": "Cleanup job triggered successfully",

From d0d7f5aefa273dad8a58f9acc14b12083a032d36 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 1 Oct 2025 15:28:05 -0700
Subject: [PATCH 103/279] update prometheus endpoints

---
 compose.yaml                    | 41 +++++++++++++++++-
 infra/prometheus/prometheus.yml | 73 ++++++++++++++++++++++++++++++---
 2 files changed, 107 insertions(+), 7 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 56fa1ec..299fd67 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -72,6 +72,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -136,6 +139,9 @@ services:
         "/dapr/configuration/config.yaml",
         "--app-max-concurrency",
         "1",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     environment:
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
@@ -192,6 +198,9 @@ services:
         "/dapr/configuration/config.yaml",
         "--app-max-concurrency",
         "1",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     environment:
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
@@ -258,6 +267,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -365,6 +377,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -432,6 +447,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
@@ -487,6 +505,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
@@ -546,6 +567,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -572,6 +596,7 @@ services:
         "--api-timeout=180s",
         "--libreoffice-restart-after=5",
         "--libreoffice-auto-start=true",
+        "--prometheus-collect-interval=10s",
       ]
     environment: { DISABLE_GOOGLE_CHROME: "1" }
     healthcheck:
@@ -602,6 +627,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
@@ -656,6 +684,7 @@ services:
       - RABBITMQ_NODENAME=rabbit@rabbitmq-node # have to do this for persistence reasons
     volumes:
       - rabbitmq_data:/var/lib/rabbitmq
+      - ./infra/rabbitmq/enabled_plugins:/etc/rabbitmq/enabled_plugins:ro
     healthcheck:
       test: ["CMD", "rabbitmq-diagnostics", "check_port_connectivity"]
       interval: 10s
@@ -688,8 +717,18 @@ services:
       timeout: 5s
       retries: 5
 
+  postgres-exporter:
+    profiles: ["monitoring"]
+    image: prometheuscommunity/postgres-exporter:latest
+    networks:
+      - nemesis
+    environment:
+      DATA_SOURCE_NAME: "postgresql://${POSTGRES_USER:?}:${POSTGRES_PASSWORD:?}@postgres:5432/enrichment?sslmode=disable"
+    depends_on:
+      postgres: { condition: service_healthy }
+
   hasura:
-    image: hasura/graphql-engine:v2.45.1.cli-migrations-v2
+    image: hasura/graphql-engine:v2.48.6.cli-migrations-v2
     depends_on:
       postgres: { condition: service_healthy }
     environment:
diff --git a/infra/prometheus/prometheus.yml b/infra/prometheus/prometheus.yml
index f84c2bf..a392118 100644
--- a/infra/prometheus/prometheus.yml
+++ b/infra/prometheus/prometheus.yml
@@ -8,11 +8,11 @@ scrape_configs:
     static_configs:
       - targets: ['traefik:8080']
 
-  - job_name: 'minio'
-    metrics_path: /minio/v2/metrics/cluster
-    scheme: http
-    static_configs:
-      - targets: ['minio:9000']
+  # - job_name: 'minio'
+  #   metrics_path: /minio/v2/metrics/cluster
+  #   scheme: http
+  #   static_configs:
+  #     - targets: ['minio:9000']
 
   - job_name: 'prometheus'
     metrics_path: '/prometheus/metrics'
@@ -20,9 +20,70 @@ scrape_configs:
       - targets: ['localhost:9090']
 
   - job_name: 'node-exporter'
+    metrics_path: '/metrics'
     static_configs:
       - targets: ['node-exporter:9100']
 
   - job_name: 'cadvisor'
+    metrics_path: '/metrics'
     static_configs:
-      - targets: ['cadvisor:8080']
\ No newline at end of file
+      - targets: ['cadvisor:8080']
+
+  - job_name: 'postgres'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['postgres-exporter:9187']
+
+  - job_name: 'rabbitmq'
+    static_configs:
+      - targets: ['rabbitmq:15692']
+
+  - job_name: 'hasura'
+    metrics_path: '/v1/metrics'
+    static_configs:
+      - targets: ['hasura:8080']
+
+  - job_name: 'nemesis-web-api'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['web-api:9090']
+
+  - job_name: 'nemesis-noseyparker-scanner'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['noseyparker-scanner:9090']
+
+  - job_name: 'nemesis-dotnet-service'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['dotnet-service:9090']
+
+  - job_name: 'nemesis-file-enrichment'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['file-enrichment:9090']
+
+  - job_name: 'nemesis-alerting'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['alerting:9090']
+
+  - job_name: 'nemesis-agents'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['agents:9090']
+
+  - job_name: 'nemesis-housekeeping'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['housekeeping:9090']
+
+  - job_name: 'nemesis-document-conversion'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['document-conversion:9090']
+
+  - job_name: 'nemesis-gotenberg'
+    metrics_path: '/prometheus/metrics'
+    static_configs:
+      - targets: ['gotenberg:3000']
\ No newline at end of file

From 7ae30cc002a4c4623417dc67f32fd438c77ca451 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 1 Oct 2025 15:28:05 -0700
Subject: [PATCH 104/279] update prometheus endpoints

---
 compose.yaml                    | 41 +++++++++++++++++-
 infra/prometheus/prometheus.yml | 73 ++++++++++++++++++++++++++++++---
 2 files changed, 107 insertions(+), 7 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 56fa1ec..299fd67 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -72,6 +72,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -136,6 +139,9 @@ services:
         "/dapr/configuration/config.yaml",
         "--app-max-concurrency",
         "1",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     environment:
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
@@ -192,6 +198,9 @@ services:
         "/dapr/configuration/config.yaml",
         "--app-max-concurrency",
         "1",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     environment:
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
@@ -258,6 +267,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -365,6 +377,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -432,6 +447,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
@@ -487,6 +505,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/secretstore.yaml:/dapr/components/secretstore.yaml:ro
@@ -546,6 +567,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/components/pubsub.yaml:/dapr/components/pubsub.yaml:ro
@@ -572,6 +596,7 @@ services:
         "--api-timeout=180s",
         "--libreoffice-restart-after=5",
         "--libreoffice-auto-start=true",
+        "--prometheus-collect-interval=10s",
       ]
     environment: { DISABLE_GOOGLE_CHROME: "1" }
     healthcheck:
@@ -602,6 +627,9 @@ services:
         "/dapr/components",
         "--config",
         "/dapr/configuration/config.yaml",
+        "--enable-metrics",
+        "--dapr-graceful-shutdown-seconds",
+        "5",
       ]
     volumes:
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
@@ -656,6 +684,7 @@ services:
       - RABBITMQ_NODENAME=rabbit@rabbitmq-node # have to do this for persistence reasons
     volumes:
       - rabbitmq_data:/var/lib/rabbitmq
+      - ./infra/rabbitmq/enabled_plugins:/etc/rabbitmq/enabled_plugins:ro
     healthcheck:
       test: ["CMD", "rabbitmq-diagnostics", "check_port_connectivity"]
       interval: 10s
@@ -688,8 +717,18 @@ services:
       timeout: 5s
       retries: 5
 
+  postgres-exporter:
+    profiles: ["monitoring"]
+    image: prometheuscommunity/postgres-exporter:latest
+    networks:
+      - nemesis
+    environment:
+      DATA_SOURCE_NAME: "postgresql://${POSTGRES_USER:?}:${POSTGRES_PASSWORD:?}@postgres:5432/enrichment?sslmode=disable"
+    depends_on:
+      postgres: { condition: service_healthy }
+
   hasura:
-    image: hasura/graphql-engine:v2.45.1.cli-migrations-v2
+    image: hasura/graphql-engine:v2.48.6.cli-migrations-v2
     depends_on:
       postgres: { condition: service_healthy }
     environment:
diff --git a/infra/prometheus/prometheus.yml b/infra/prometheus/prometheus.yml
index f84c2bf..a392118 100644
--- a/infra/prometheus/prometheus.yml
+++ b/infra/prometheus/prometheus.yml
@@ -8,11 +8,11 @@ scrape_configs:
     static_configs:
       - targets: ['traefik:8080']
 
-  - job_name: 'minio'
-    metrics_path: /minio/v2/metrics/cluster
-    scheme: http
-    static_configs:
-      - targets: ['minio:9000']
+  # - job_name: 'minio'
+  #   metrics_path: /minio/v2/metrics/cluster
+  #   scheme: http
+  #   static_configs:
+  #     - targets: ['minio:9000']
 
   - job_name: 'prometheus'
     metrics_path: '/prometheus/metrics'
@@ -20,9 +20,70 @@ scrape_configs:
       - targets: ['localhost:9090']
 
   - job_name: 'node-exporter'
+    metrics_path: '/metrics'
     static_configs:
       - targets: ['node-exporter:9100']
 
   - job_name: 'cadvisor'
+    metrics_path: '/metrics'
     static_configs:
-      - targets: ['cadvisor:8080']
\ No newline at end of file
+      - targets: ['cadvisor:8080']
+
+  - job_name: 'postgres'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['postgres-exporter:9187']
+
+  - job_name: 'rabbitmq'
+    static_configs:
+      - targets: ['rabbitmq:15692']
+
+  - job_name: 'hasura'
+    metrics_path: '/v1/metrics'
+    static_configs:
+      - targets: ['hasura:8080']
+
+  - job_name: 'nemesis-web-api'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['web-api:9090']
+
+  - job_name: 'nemesis-noseyparker-scanner'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['noseyparker-scanner:9090']
+
+  - job_name: 'nemesis-dotnet-service'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['dotnet-service:9090']
+
+  - job_name: 'nemesis-file-enrichment'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['file-enrichment:9090']
+
+  - job_name: 'nemesis-alerting'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['alerting:9090']
+
+  - job_name: 'nemesis-agents'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['agents:9090']
+
+  - job_name: 'nemesis-housekeeping'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['housekeeping:9090']
+
+  - job_name: 'nemesis-document-conversion'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['document-conversion:9090']
+
+  - job_name: 'nemesis-gotenberg'
+    metrics_path: '/prometheus/metrics'
+    static_configs:
+      - targets: ['gotenberg:3000']
\ No newline at end of file

From 86a8af65f902d74272fd6fbd7dbb9a6e71160911 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 1 Oct 2025 16:19:02 -0700
Subject: [PATCH 105/279] missing files

---
 compose.yaml                                  |  6 +-
 infra/postgres-exporter/postgres_exporter.yml |  2 +
 infra/prometheus/prometheus.yml               | 61 ++++++++++++++++---
 infra/rabbitmq/enabled_plugins                |  1 +
 4 files changed, 58 insertions(+), 12 deletions(-)
 create mode 100644 infra/postgres-exporter/postgres_exporter.yml
 create mode 100644 infra/rabbitmq/enabled_plugins

diff --git a/compose.yaml b/compose.yaml
index 299fd67..2f94fb0 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -323,7 +323,7 @@ services:
     volumes:
     - "./projects/jupyter/notebooks:/home/jovyan/work"
     healthcheck:
-      test: ["CMD", "curl", "-f", "http://localhost:8888/jupyter/"]
+      test: ["CMD", "curl", "-f", "http://localhost:8888/jupyter/api"]
       interval: 30s
       timeout: 10s
       retries: 3
@@ -720,10 +720,10 @@ services:
   postgres-exporter:
     profiles: ["monitoring"]
     image: prometheuscommunity/postgres-exporter:latest
-    networks:
-      - nemesis
     environment:
       DATA_SOURCE_NAME: "postgresql://${POSTGRES_USER:?}:${POSTGRES_PASSWORD:?}@postgres:5432/enrichment?sslmode=disable"
+    volumes:
+      - ./infra/postgres-exporter/postgres_exporter.yml:/postgres_exporter.yml:ro
     depends_on:
       postgres: { condition: service_healthy }
 
diff --git a/infra/postgres-exporter/postgres_exporter.yml b/infra/postgres-exporter/postgres_exporter.yml
new file mode 100644
index 0000000..d6bcdd3
--- /dev/null
+++ b/infra/postgres-exporter/postgres_exporter.yml
@@ -0,0 +1,2 @@
+# Postgres Exporter Configuration
+auth_modules: {}
diff --git a/infra/prometheus/prometheus.yml b/infra/prometheus/prometheus.yml
index a392118..78fadb6 100644
--- a/infra/prometheus/prometheus.yml
+++ b/infra/prometheus/prometheus.yml
@@ -8,11 +8,52 @@ scrape_configs:
     static_configs:
       - targets: ['traefik:8080']
 
-  # - job_name: 'minio'
-  #   metrics_path: /minio/v2/metrics/cluster
-  #   scheme: http
-  #   static_configs:
-  #     - targets: ['minio:9000']
+  - job_name: 'minio'
+    metrics_path: /minio/metrics/v3/cluster/health
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-api'
+    metrics_path: /minio/metrics/v3/api/requests
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-bucket-api'
+    metrics_path: /minio/metrics/v3/bucket/api
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-cluster-usage-buckets'
+    metrics_path: /minio/metrics/v3/cluster/health
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-cluster-usage-buckets'
+    metrics_path: /minio/metrics/v3/cluster/usage/buckets
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-cluster-usage-objects'
+    metrics_path: /minio/metrics/v3/cluster/usage/objects
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'minio-drives'
+    metrics_path: /minio/metrics/v3/system/drive
+    scheme: http
+    static_configs:
+      - targets: ['minio:9000']
+
+  - job_name: 'node-exporter'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['loki:3100']
 
   - job_name: 'prometheus'
     metrics_path: '/prometheus/metrics'
@@ -35,13 +76,15 @@ scrape_configs:
       - targets: ['postgres-exporter:9187']
 
   - job_name: 'rabbitmq'
+    metrics_path: '/metrics'
     static_configs:
       - targets: ['rabbitmq:15692']
 
-  - job_name: 'hasura'
-    metrics_path: '/v1/metrics'
-    static_configs:
-      - targets: ['hasura:8080']
+  # Reserved for enterprise edition only?
+  # - job_name: 'hasura'
+  #   metrics_path: '/v1/metrics'
+  #   static_configs:
+  #     - targets: ['hasura:8080']
 
   - job_name: 'nemesis-web-api'
     metrics_path: '/metrics'
diff --git a/infra/rabbitmq/enabled_plugins b/infra/rabbitmq/enabled_plugins
new file mode 100644
index 0000000..cc972a4
--- /dev/null
+++ b/infra/rabbitmq/enabled_plugins
@@ -0,0 +1 @@
+[rabbitmq_management,rabbitmq_prometheus].

From 085593e1aab9a6726e9cbbade86e539daa68fc5f Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 12:27:49 +0900
Subject: [PATCH 106/279] Fix to keep strings.txt from sqlite dbs from
 processing

-Fix to keep strings.txt from sqlite dbs from processing
---
 .../file_enrichment_modules/sqlite/analyzer.py                  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
index 752a435..e066699 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
@@ -105,7 +105,7 @@ class SqliteParser(EnrichmentModule):
             "sqlite 3.x database" in file_enriched.magic_type.lower()
             or file_enriched.file_name.lower().endswith(".sqlite")
         )
-        return should_run
+        return (should_run and not file_enriched.is_plaintext)
 
     def _analyze_sqlite_database(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze SQLite database file and generate enrichment result.

From 8a3fd2e1b73fc491eb28732c2e3767b2e7d7f251 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 14:38:58 +0900
Subject: [PATCH 107/279] Update CHANGELOG.md

---
 CHANGELOG.md | 28 ++++++++++++++++++++++++++++
 1 file changed, 28 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ea4dedb..abdb9e8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,34 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
 
+## [2.1.4]
+
+### Added
+
+- DPAPI decryption benchmarks
+- Postgres support for DPAPI backend
+- More explanation for DPAPI decryption examples
+- Cookie/Login Data DPAPI value decryption, display in frontend
+- Added `dpapi_masterkey` file enrichment module
+- Severity filter checkboxes for frontend
+
+### Changed
+
+- Now use DPAPIck3 for blob decryption
+- Updated DAPR version
+- DPAPI_SYSTEM key pulled from registry parsing is now registered with the backend
+- Updated category filters for frontend
+- Collapsed inbound/outbound labels for linked files in dashboard
+- Update Prometheus endpoints
+
+### Fixed
+
+- Properly use entropy for DPAPI blob decryption
+- Lots of async issues
+- Fixed tag search issue
+- Fix to keep strings.txt from sqlite dbs from processing
+
+
 ## [2.1.3]
 
 ### Added

From d0b91a39a6528c836cbe0f34f7a605f69318f873 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 16:03:57 +0900
Subject: [PATCH 108/279] Update analyzer.py

---
 .../file_enrichment_modules/chromium_localstate/analyzer.py   | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 01fcf87..66f9a32 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -56,8 +56,8 @@ rule Chrome_Local_State
 
         file_enriched = get_file_enriched(object_id)
 
-        # Check if filename is exactly "Local State" and JSON magic type
-        if not (file_enriched.file_name == "Local State" and "json" in file_enriched.magic_type.lower()):
+        # Check if file is < 5 megs and JSON magic type
+        if not ((file_enriched.size < 5000000) and ("json" in file_enriched.magic_type.lower())):
             return False
 
         if file_path:

From b28d0437959f0fc3bb7dfaab56783ce68c2e6a8b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 16:39:15 +0900
Subject: [PATCH 109/279] Start of Tika OCR multi-language support

-Start of Tika OCR multi-language support
---
 CHANGELOG.md                                  |  3 +-
 compose.override.yaml                         |  2 +
 compose.yaml                                  |  6 ++
 infra/tika/tika-config.xml                    | 58 +++++++++++++++++++
 projects/document_conversion/Dockerfile       | 30 ++++++++--
 .../document_conversion/main.py               | 50 +++++++++++++++-
 6 files changed, 140 insertions(+), 9 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index abdb9e8..8b0e869 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,12 +9,13 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
-- DPAPI decryption benchmarks
 - Postgres support for DPAPI backend
 - More explanation for DPAPI decryption examples
 - Cookie/Login Data DPAPI value decryption, display in frontend
 - Added `dpapi_masterkey` file enrichment module
 - Severity filter checkboxes for frontend
+- DPAPI decryption benchmarks
+- Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
 
 ### Changed
 
diff --git a/compose.override.yaml b/compose.override.yaml
index 33f5a36..040aa94 100644
--- a/compose.override.yaml
+++ b/compose.override.yaml
@@ -124,6 +124,8 @@ services:
       context: .
       dockerfile: ./projects/document_conversion/Dockerfile
       target: dev
+      args:
+        - TIKA_OCR_LANGUAGES=${TIKA_OCR_LANGUAGES}
     volumes:
       - ./libs/:/src/libs/
       - ./projects/document_conversion/document_conversion:/src/projects/document_conversion/document_conversion
diff --git a/compose.yaml b/compose.yaml
index 2f94fb0..e36af1f 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -532,6 +532,12 @@ services:
       - DAPR_GRPC_PORT=50002
       - DAPR_HTTP_PORT=3501
       - TIKA_CONFIG=/tika-config.xml
+      # If you want to have additional language packs supported (see https://github.com/tesseract-ocr/tessdata for a full list):
+      #   $ export TIKA_OCR_LANGUAGES="eng chi_sim chi_tra jpn rus deu spa"
+      # To change the default:
+      #   - TIKA_OCR_LANGUAGES=${TIKA_OCR_LANGUAGES:-eng chi_sim chi_tra jpn rus deu spa}
+      # Note: each package installed will increase the image size!
+      - TIKA_OCR_LANGUAGES=${TIKA_OCR_LANGUAGES:-eng}
       - MAX_PARALLEL_WORKFLOWS=${MAX_PARALLEL_WORKFLOWS:-5}
       - MAX_WORKFLOW_EXECUTION_TIME=${MAX_WORKFLOW_EXECUTION_TIME:-300}
     healthcheck:
diff --git a/infra/tika/tika-config.xml b/infra/tika/tika-config.xml
index c7016f6..47aed24 100644
--- a/infra/tika/tika-config.xml
+++ b/infra/tika/tika-config.xml
@@ -6,6 +6,64 @@
       <maxFiles>10</maxFiles>
       <numConsumers>5</numConsumers>
       <timeoutThresholdMillis>300000</timeoutThresholdMillis>
+      <!-- Increase max file size for large documents -->
+      <maxFileSize>1073741824</maxFileSize>
     </params>
   </server>
+
+  <parsers>
+    <!-- Needed to ensure existing parsers fire -->
+    <parser class="org.apache.tika.parser.DefaultParser"/>
+
+    <parser class="org.apache.tika.parser.ocr.TesseractOCRParser">
+      <params>
+        <!-- Multi-language support: add languages as needed (e.g., eng+spa+fra+deu) -->
+        <param name="language" type="string">eng</param>
+
+        <!-- Timeout in seconds - adjust based on document complexity -->
+        <param name="timeout" type="int">300</param>
+
+        <!-- Image preprocessing improves accuracy -->
+        <param name="enableImageProcessing" type="bool">true</param>
+
+        <!-- Page segmentation mode: 3 is fully automatic (best for most documents) -->
+        <param name="pageSegMode" type="string">3</param>
+
+        <!-- DPI for rendering PDFs to images - 300 is optimal for OCR -->
+        <param name="density" type="int">300</param>
+
+        <!-- Image depth - 4 bits is good balance between speed and quality -->
+        <param name="depth" type="int">4</param>
+
+        <!-- Color space - gray is faster, sufficient for most text -->
+        <param name="colorspace" type="string">gray</param>
+
+        <!-- Filter for better preprocessing -->
+        <param name="filter" type="string">triangle</param>
+
+        <!-- Resize images if too large (max dimension in pixels) -->
+        <param name="resize" type="int">900</param>
+
+        <!-- Apply image processing enhancements -->
+        <param name="applyRotation" type="bool">true</param>
+      </params>
+    </parser>
+
+    <!-- PDF Parser with OCR support -->
+    <parser class="org.apache.tika.parser.pdf.PDFParser">
+      <params>
+        <!-- Auto: use OCR only when needed -->
+        <param name="ocrStrategy" type="string">auto</param>
+        <param name="extractInlineImages" type="bool">true</param>
+        <param name="extractFontNames" type="bool">true</param>
+        <!-- Prevent OOM on large PDFs -->
+        <param name="maxMainMemoryBytes" type="long">536870912</param>
+      </params>
+    </parser>
+
+  </parsers>
+
+  <!-- Enable language detection -->
+  <detector class="org.apache.tika.langdetect.optimaize.OptimaizeLangDetector"/>
+
 </properties>
\ No newline at end of file
diff --git a/projects/document_conversion/Dockerfile b/projects/document_conversion/Dockerfile
index e1fcd3b..4d43443 100644
--- a/projects/document_conversion/Dockerfile
+++ b/projects/document_conversion/Dockerfile
@@ -3,17 +3,27 @@ ARG PYTHON_BASE_DEV_IMAGE=nemesis-python-base-dev
 ARG PYTHON_BASE_PROD_IMAGE=nemesis-python-base-prod
 FROM ${PYTHON_BASE_DEV_IMAGE} AS base
 
-# Install dependencies in a single RUN command to reduce layers
+ARG TIKA_OCR_LANGUAGES="eng"
+ARG TIKA_VERSION="3.1.0"
+
+# Install dependencies including multiple Tesseract language packs
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
         openjdk-17-jre-headless \
         wget \
         tesseract-ocr \
-        tesseract-ocr-eng \
         libpq-dev \
         postgresql-client \
-        binutils && \
-    wget https://archive.apache.org/dist/tika/3.1.0/tika-server-standard-3.1.0.jar -O /tika-server-standard.jar && \
+        binutils \
+        # Install fonts for better CJK support
+        fonts-noto-cjk \
+        fonts-noto-color-emoji && \
+    # Install Tesseract language packs dynamically
+    for lang in ${TIKA_OCR_LANGUAGES}; do \
+        apt-get install -y --no-install-recommends tesseract-ocr-${lang} || echo "Warning: Failed to install tesseract-ocr-${lang}"; \
+    done && \
+    # Download Tika server
+    wget https://archive.apache.org/dist/tika/${TIKA_VERSION}/tika-server-standard-${TIKA_VERSION}.jar -O /tika-server-standard.jar && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
@@ -64,16 +74,24 @@ RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
 # FROM nemesis-python-base-prod AS prod
 FROM ${PYTHON_BASE_PROD_IMAGE} AS prod
 
+ARG TIKA_OCR_LANGUAGES="eng"
+
 # Install dependencies in a single RUN command to reduce layers
 RUN apt-get update && \
     apt-get install -y --no-install-recommends \
         openjdk-17-jre-headless \
         wget \
         tesseract-ocr \
-        tesseract-ocr-eng \
         libpq-dev \
         postgresql-client \
-        binutils && \
+        binutils \
+        # Install fonts for better CJK support
+        fonts-noto-cjk \
+        fonts-noto-color-emoji && \
+    # Install Tesseract language packs dynamically
+    for lang in ${TIKA_OCR_LANGUAGES}; do \
+        apt-get install -y --no-install-recommends tesseract-ocr-${lang} || echo "Warning: Failed to install tesseract-ocr-${lang}"; \
+    done && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
diff --git a/projects/document_conversion/document_conversion/main.py b/projects/document_conversion/document_conversion/main.py
index 1bcd61b..6dd4c45 100644
--- a/projects/document_conversion/document_conversion/main.py
+++ b/projects/document_conversion/document_conversion/main.py
@@ -57,11 +57,57 @@ with DaprClient() as client:
 def init_tika():
     if not jpype.isJVMStarted():
         jpype.startJVM(classpath=["/tika-server-standard.jar"])
-        # Create Tika instance using Java class directly
+
+        # Import Java classes
+        TikaConfig = jpype.JClass("org.apache.tika.config.TikaConfig")
         Tika = jpype.JClass("org.apache.tika.Tika")
         File = jpype.JClass("java.io.File")
-        return Tika(), File
 
+        # Get OCR language from environment variable
+        #   Note: Use underscores for language types, not hyphens (chi_sim not chi-sim)
+        ocr_languages = os.getenv("TIKA_OCR_LANGUAGES", "eng").replace("-", "_").replace(" ", "+")
+        logger.info(f"Configuring Tika with OCR languages: {ocr_languages}")
+
+        # Read the static XML config and substitute the language parameter
+        with open("/tika-config.xml", "r") as f:
+            config_xml = f.read()
+
+        # Replace the hardcoded language with the environment variable value
+        config_xml = config_xml.replace(
+            ">eng<",
+            f">{ocr_languages}<"
+        )
+
+        # Write the modified config to a temporary file
+        with tempfile.NamedTemporaryFile(mode="w", suffix=".xml", delete=False) as temp_config:
+            temp_config.write(config_xml)
+            temp_config_path = temp_config.name
+
+        try:
+            # Load Tika with the modified configuration
+            config = TikaConfig(File(temp_config_path))
+            tika_instance = Tika(config)
+            logger.info(f"Tika initialized successfully with OCR languages: {ocr_languages}")
+        except Exception as e:
+            logger.warning(f"Failed to load custom Tika config: {e}, falling back to original config")
+            # Fall back to loading the original unmodified config file
+            try:
+                config = TikaConfig(File("/tika-config.xml"))
+                tika_instance = Tika(config)
+                logger.info("Tika initialized with original config file")
+            except Exception as e2:
+                logger.error(f"Failed to load original Tika config: {e2}")
+                # Last resort - use default Tika without any config file
+                tika_instance = Tika()
+                logger.info("Tika initialized with default configuration")
+        finally:
+            # Clean up temporary file
+            try:
+                os.unlink(temp_config_path)
+            except:
+                pass
+
+        return tika_instance, File
 
 tika, JavaFile = init_tika()
 

From 0748f5abbc0290e97ae80c0fd7929dd6611f08a6 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 21:05:07 +0900
Subject: [PATCH 110/279] Added "Text Translator" agent

-Added "Text Translator" agent
---
 docs/quickstart.md                            |   6 +
 projects/agents/agents/main.py                |  22 +++
 projects/agents/agents/schemas.py             |   4 +
 projects/agents/agents/tasks/translate.py     | 187 ++++++++++++++++++
 .../src/components/FileViewer/FileViewer.jsx  | 119 ++++++++++-
 projects/web_api/web_api/main.py              |  29 +++
 6 files changed, 361 insertions(+), 6 deletions(-)
 create mode 100644 projects/agents/agents/tasks/translate.py

diff --git a/docs/quickstart.md b/docs/quickstart.md
index 8c3fa61..6330c49 100644
--- a/docs/quickstart.md
+++ b/docs/quickstart.md
@@ -17,6 +17,12 @@ Ensure your machine meets the following requirements:
   - Docker version 28.0.0 or higher is recommended. See [Docker's installation instructions](https://docs.docker.com/engine/install/) for instructions on installing Docker. Running the Docker Engine on Linux or on OS X via Docker Desktop is recommended. If using Docker Desktop, ensure that the VM is configured with sufficient RAM/Disk/swap.
 
 
+**NOTE:** for multi-language support for OCR/document processing, set the `TIKA_OCR_LANGUAGES` ENV var before launching with the [Tesseract language code](https://github.com/tesseract-ocr/tessdata):
+```bash
+$ export TIKA_OCR_LANGUAGES="eng chi_sim chi_tra jpn rus deu spa"
+```
+
+
 ### Step 1: Clone the Nemesis Repository
 ```bash
 git clone https://github.com/SpecterOps/Nemesis
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index b648633..be1da43 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -16,6 +16,7 @@ from agents.schemas import TriageCategory, TriageRequest, TriageResult
 from agents.tasks.credential_analyzer import analyze_credentials
 from agents.tasks.dotnet_analyzer import analyze_dotnet_assembly
 from agents.tasks.summarizer import summarize_text
+from agents.tasks.translate import translate_text
 from dapr.clients import DaprClient
 
 # from dapr.ext.fastapi import DaprApp # needed if we're doing pub/sub
@@ -583,6 +584,27 @@ def run_dotnet_analysis(request: dict):
         return {"success": False, "error": str(e)}
 
 
+@app.post("/agents/translate")
+def run_translation(request: dict):
+    """Run text translation on a file."""
+    try:
+        object_id = request.get("object_id")
+        if not object_id:
+            return {"success": False, "error": "object_id is required"}
+
+        target_language = request.get("target_language", "English")
+
+        # Create a mock workflow context for compatibility
+        mock_ctx = type("MockContext", (), {})()
+
+        result = translate_text(mock_ctx, {"object_id": object_id, "target_language": target_language})
+        return result
+
+    except Exception as e:
+        logger.exception(e, message="Error running translation")
+        return {"success": False, "error": str(e)}
+
+
 @app.api_route("/healthz", methods=["GET", "HEAD"])
 async def health_check():
     """Health check endpoint."""
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
index 8af15f1..518a7d6 100644
--- a/projects/agents/agents/schemas.py
+++ b/projects/agents/agents/schemas.py
@@ -79,6 +79,10 @@ class SummaryResponse(BaseModel):
     """Response from text summarization agent."""
     summary: str = Field(..., description="Generated summary of the text content")
 
+class TranslationResponse(BaseModel):
+    """Response from text translation agent."""
+    translated_text: str = Field(..., description="Translated text content in the target language")
+
 class DotNetAnalysisResponse(BaseModel):
     """Response from .NET analysis agent."""
     analysis: str = Field(..., description="Detailed analysis of the .NET assembly")
diff --git a/projects/agents/agents/tasks/translate.py b/projects/agents/agents/tasks/translate.py
new file mode 100644
index 0000000..aa16732
--- /dev/null
+++ b/projects/agents/agents/tasks/translate.py
@@ -0,0 +1,187 @@
+"""Text translation agent using Pydantic AI."""
+
+import json
+import tempfile
+
+import psycopg
+import structlog
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
+
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import TranslationResponse
+
+logger = structlog.get_logger(__name__)
+
+
+class TextTranslator(BaseAgent):
+    """Agent for translating text content using LLM."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager()
+        self.name = "Text Translator"
+        self.description = "Translates text content to a specified target language using a LLM"
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.3
+        self.system_prompt = """You are a document translation assistant. Translate the provided text to the specified target language. Preserve the original formatting, structure, and meaning as much as possible. If the document contains multiple languages, translate all text to the target language. Use markdown formatting where appropriate."""
+        self.storage = StorageMinio()
+
+        from dapr.clients import DaprClient
+
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
+            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+
+    def _get_text_content(self, object_id: str) -> str:
+        """Get text content from file or extracted_text transform."""
+        try:
+            file_enriched = get_file_enriched(object_id)
+
+            if file_enriched.is_plaintext:
+                try:
+                    file_bytes = self.storage.download_bytes(object_id)
+                    return file_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.warning(f"Failed to decode plaintext file content: {e}")
+
+            # Look for extracted_text transform
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        SELECT transform_object_id
+                        FROM transforms
+                        WHERE object_id = %s AND type = 'extracted_text'
+                        LIMIT 1
+                        """,
+                        (object_id,)
+                    )
+                    result = cur.fetchone()
+                    transform_object_id = result[0] if result else None
+            if transform_object_id:
+                transform_object_id = str(transform_object_id)
+                try:
+                    transform_bytes = self.storage.download_bytes(transform_object_id)
+                    return transform_bytes.decode("utf-8", errors="replace")
+                except Exception as e:
+                    logger.error(f"Failed to get extracted text transform content: {e}")
+
+            return ""
+
+        except Exception as e:
+            logger.error(f"Error getting text content: {e}")
+            return ""
+
+    def get_prompt(self) -> str:
+        """Get the text translation prompt from database or use default."""
+        try:
+            # Try to get prompt from database
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                # No prompt in database, try to save default
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    # This is expected during startup when event loop is running
+                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Translate text content in the given file to the specified target language."""
+        object_id = activity_input.get("object_id", "")
+        target_language = activity_input.get("target_language", "English")
+
+        logger.debug("text_translation activity started", object_id=object_id, target_language=target_language)
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {"success": False, "error": "AI model not available for text translation"}
+
+        try:
+            # Get text content
+            text_content = self._get_text_content(object_id)
+            if not text_content:
+                return {"success": False, "error": "No text content found to translate"}
+
+            # Get the current prompt from database or default
+            current_prompt = self.get_prompt()
+
+            agent = Agent(
+                model=model,
+                system_prompt=current_prompt,
+                output_type=TranslationResponse,
+                instrument=ModelManager.is_instrumentation_enabled(),
+                retries=3,
+                model_settings=ModelSettings(temperature=self.llm_temperature),
+            )
+
+            prompt = f"Please translate this text to {target_language}. If the document contains multiple languages, translate all text to {target_language}:\n\n{text_content}"
+
+            result = agent.run_sync(prompt)
+            logger.debug(
+                "Text translation LLM analysis completed",
+                object_id=object_id,
+                target_language=target_language,
+                total_tokens=result.usage().total_tokens,
+                request_tokens=result.usage().request_tokens,
+                response_tokens=result.usage().response_tokens,
+            )
+
+            translated_text = result.output.translated_text
+
+            # Store the translation as a file
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_translation:
+                tmp_translation.write(translated_text)
+                tmp_translation.flush()
+                translation_id = self.storage.upload_file(tmp_translation.name)
+
+            # Add transform to database
+            with psycopg.connect(self.postgres_connection_url) as conn:
+                with conn.cursor() as cur:
+                    metadata = {
+                        "file_name": f"translation_{target_language.lower().replace(' ', '_')}.md",
+                        "display_type_in_dashboard": "markdown",
+                        "display_title": f"Translation ({target_language})",
+                        "default_display": True,
+                    }
+
+                    cur.execute(
+                        """
+                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                        VALUES (%s, %s, %s, %s)
+                        """,
+                        (object_id, "text_translation", translation_id, json.dumps(metadata))
+                    )
+                conn.commit()
+
+            logger.debug("Text translation completed", object_id=object_id, target_language=target_language)
+            return {"success": True, "transform_id": translation_id}
+
+        except Exception as e:
+            logger.error("Text translation failed", object_id=object_id, error=str(e))
+            return {"success": False, "error": str(e)}
+
+
+def translate_text(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = TextTranslator()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index 930fd0d..2447b94 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -260,8 +260,11 @@ const FileViewer = () => {
   const [summarizationStarted, setSummarizationStarted] = useState(false);
   const [credentialAnalysisStarted, setCredentialAnalysisStarted] = useState(false);
   const [dotnetAnalysisStarted, setDotnetAnalysisStarted] = useState(false);
+  const [translationStarted, setTranslationStarted] = useState(false);
   const [showConfirmDialog, setShowConfirmDialog] = useState(false);
   const [showSuccessDialog, setShowSuccessDialog] = useState(false);
+  const [showTranslateDialog, setShowTranslateDialog] = useState(false);
+  const [targetLanguage, setTargetLanguage] = useState('English');
   const [isLiteLLMAvailable, setIsLiteLLMAvailable] = useState(false);
 
   // Determine where we came from
@@ -624,6 +627,24 @@ const FileViewer = () => {
     return fileData?.magic_type && fileData.magic_type.toLowerCase().includes('mono/.net assembly');
   };
 
+  const shouldShowTranslationButton = () => {
+    if (!isLiteLLMAvailable || translationStarted) return false;
+
+    // Check if a text_translation transform already exists
+    const hasTranslationTransform = fileData?.transforms?.some(transform =>
+      transform.type === 'text_translation'
+    );
+
+    if (hasTranslationTransform) return false;
+
+    // Check if file is plaintext OR has an extracted_text transform
+    const hasExtractedTextTransform = fileData?.transforms?.some(transform =>
+      transform.type === 'extracted_text'
+    );
+
+    return fileData?.is_plaintext || hasExtractedTextTransform;
+  };
+
   // Start with hex as fallback
   const [activeTab, setActiveTab] = useState('hex');
 
@@ -1054,7 +1075,7 @@ useEffect(() => {
         objectIdToAnalyze = fileData.object_id;
       }
       console.error("objectIdToAnalyze", objectIdToAnalyze);
-      
+
       // Fire-and-forget: don't await the response since analysis runs in background
       fetch(`/api/agents/llm_credential_analysis`, {
         method: 'POST',
@@ -1086,7 +1107,7 @@ useEffect(() => {
 
   const handleConfirmAnalysis = async () => {
     setShowConfirmDialog(false);
-    
+
     try {
       setDotnetAnalysisStarted(true);
 
@@ -1121,6 +1142,51 @@ useEffect(() => {
     setShowConfirmDialog(false);
   };
 
+  const handleTranslation = () => {
+    // Show translation dialog
+    setShowTranslateDialog(true);
+  };
+
+  const handleConfirmTranslation = async () => {
+    setShowTranslateDialog(false);
+
+    try {
+      setTranslationStarted(true);
+
+      // Always use the original file's object_id
+      // The backend will figure out where to read the text from
+      const objectIdToTranslate = fileData.object_id;
+
+      // Fire-and-forget: don't await the response since translation runs in background
+      fetch(`/api/agents/translate`, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json'
+        },
+        body: JSON.stringify({
+          object_id: objectIdToTranslate,
+          target_language: targetLanguage
+        })
+      }).then(response => {
+        if (!response.ok) {
+          console.error('Translation request failed:', response.status);
+        } else {
+          console.log('Translation started successfully');
+        }
+      }).catch(error => {
+        console.error('Error triggering translation:', error);
+      });
+
+    } catch (error) {
+      console.error('Error triggering translation:', error);
+    }
+  };
+
+  const handleCancelTranslation = () => {
+    setShowTranslateDialog(false);
+    setTargetLanguage('English'); // Reset to default
+  };
+
   const renderContentTruncationAlert = () => {
     // used to display a nicely formatted warning if data was truncated
     if (!isContentTruncated) return null;
@@ -1240,7 +1306,7 @@ useEffect(() => {
                   onClick={handleSummarization}
                   className="bg-blue-600 hover:bg-blue-700 text-white px-4 py-1.5 rounded-lg transition-colors text-sm font-medium"
                 >
-                  LLM-Summarize Document Text
+                  Summarize Document Text (via LLM)
                 </button>
               )}
               {shouldShowCredentialAnalysisButton() && (
@@ -1248,7 +1314,7 @@ useEffect(() => {
                   onClick={handleCredentialAnalysis}
                   className="bg-blue-600 hover:bg-blue-700 text-white px-4 py-1.5 rounded-lg transition-colors text-sm font-medium"
                 >
-                  Use LLM to Extract Credentials
+                  Extract Credentials (via LLM)
                 </button>
               )}
               {shouldShowDotNetAnalysisButton() && (
@@ -1256,7 +1322,15 @@ useEffect(() => {
                   onClick={handleDotNetAnalysis}
                   className="bg-blue-600 hover:bg-blue-700 text-white px-4 py-1.5 rounded-lg transition-colors text-sm font-medium"
                 >
-                  Analyze .NET Assembly (with a LLM)
+                  Analyze .NET Assembly (via LLM)
+                </button>
+              )}
+              {shouldShowTranslationButton() && (
+                <button
+                  onClick={handleTranslation}
+                  className="bg-blue-600 hover:bg-blue-700 text-white px-4 py-1.5 rounded-lg transition-colors text-sm font-medium"
+                >
+                  Translate Document (via LLM)
                 </button>
               )}
             </div>
@@ -1415,7 +1489,7 @@ useEffect(() => {
         </Card>
       </div>
 
-      <LinkedFilesSection 
+      <LinkedFilesSection
         filePath={fileData?.path}
         source={fileData?.source}
       />
@@ -1465,6 +1539,39 @@ useEffect(() => {
           </button>
         </div>
       </Dialog>
+
+      {/* Translation Dialog */}
+      <Dialog open={showTranslateDialog} onOpenChange={setShowTranslateDialog}>
+        <div className="text-center">
+          <h3 className="text-lg font-semibold mb-4 text-gray-900 dark:text-gray-100">
+            Translate Document
+          </h3>
+          <p className="text-gray-600 dark:text-gray-300 mb-4">
+            Enter the target language for translation:
+          </p>
+          <input
+            type="text"
+            value={targetLanguage}
+            onChange={(e) => setTargetLanguage(e.target.value)}
+            className="w-full px-4 py-2 mb-6 border border-gray-300 dark:border-gray-600 rounded-lg bg-white dark:bg-gray-800 text-gray-900 dark:text-gray-100 focus:outline-none focus:ring-2 focus:ring-blue-500"
+            placeholder="English"
+          />
+          <div className="flex gap-3 justify-center">
+            <button
+              onClick={handleCancelTranslation}
+              className="px-4 py-2 bg-gray-300 hover:bg-gray-400 text-gray-800 rounded-lg transition-colors"
+            >
+              Cancel
+            </button>
+            <button
+              onClick={handleConfirmTranslation}
+              className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg transition-colors"
+            >
+              Translate
+            </button>
+          </div>
+        </div>
+      </Dialog>
     </div>
   );
 };
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 5daaa05..0adcd98 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -1342,6 +1342,35 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
+@app.post(
+    "/agents/translate",
+    tags=["system"],
+    summary="Run text translation",
+    description="Forward text translation request to agents service",
+)
+async def run_translation(request: dict = Body(..., description="Request containing object_id and optional target_language")):
+    """Forward text translation request to agents service."""
+    try:
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/translate"
+        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        if response.status_code == 200:
+            return response.json()
+        else:
+            logger.warning(f"Failed to run translation: {response.status_code}")
+            raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
+    except requests.Timeout as e:
+        logger.error("Timeout running translation")
+        raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
+    except requests.RequestException as e:
+        logger.exception(e, message="Error connecting to agents service")
+        raise HTTPException(status_code=503, detail="Agents service unavailable") from e
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error running translation")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
 @app.get(
     "/system/available-services",
     tags=["system"],

From d764b4f660e28b75794471146cea3383dfad55b4 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 21:57:14 +0900
Subject: [PATCH 111/279] "Login Data" and "Cookies" files now don't need hard
 paths

- "Login Data" and "Cookies" files now don't need hard paths
   - If username/browser aren't supplied, _all_ decrypted state keys for the SOURCE are tried
---
 CHANGELOG.md                                  |   2 +
 libs/chromium/chromium/cookies.py             |  81 ++++++----
 libs/chromium/chromium/helpers.py             | 142 ++++++++++++++++++
 libs/chromium/chromium/logins.py              |  80 +++++++---
 .../chromium_cookies/analyzer.py              |   3 +-
 .../chromium_logins/analyzer.py               |   3 +-
 .../file_linking/file_linking/rules_engine.py |   2 +-
 7 files changed, 256 insertions(+), 57 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8b0e869..6e4d332 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -16,6 +16,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Severity filter checkboxes for frontend
 - DPAPI decryption benchmarks
 - Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
+- Text translation agent
 
 ### Changed
 
@@ -25,6 +26,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Updated category filters for frontend
 - Collapsed inbound/outbound labels for linked files in dashboard
 - Update Prometheus endpoints
+- Chromium Local State, Cookies, and Login Data files now don't require hard paths
 
 ### Fixed
 
diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index ef78550..5d7bac5 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -17,6 +17,7 @@ from .helpers import (
     get_state_key_bytes,
     get_state_key_id,
     parse_chromium_file_path,
+    try_decrypt_with_all_keys
 )
 
 logger = structlog.get_logger(module=__name__)
@@ -134,34 +135,60 @@ def _insert_cookies(
             # Get state key ID for key/abe encryption
             state_key_id = None
             if encryption_type in ["key", "abe"]:
-                state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
-                if state_key_id:
-                    # Retrieve the pre-processed state key for decryption
-                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
-                    if state_key_bytes:
-                        try:
-                            value_dec_bytes = decrypt_chrome_string(encrypted_value, state_key_bytes, encryption_type)
-                            if value_dec_bytes:
-                                # For cookies, may need to strip offset bytes depending on version
-                                if encryption_type == "abe" and len(value_dec_bytes) > 32:
-                                    # v20 cookies typically have 32-byte offset
-                                    value_dec_bytes = value_dec_bytes[32:]
-                                elif encryption_type == "key" and len(value_dec_bytes) > 48:
-                                    # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
-                                    value_dec_bytes = value_dec_bytes[32:-16]
-                                elif encryption_type == "key" and len(value_dec_bytes) > 16:
-                                    # Or just 16-byte suffix
-                                    value_dec_bytes = value_dec_bytes[:-16]
+                # Try primary approach: get state key based on username/browser
+                if username:  # Only try primary approach if username was extracted
+                    state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+                    if state_key_id:
+                        # Retrieve the pre-processed state key for decryption
+                        state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                        if state_key_bytes:
+                            try:
+                                value_dec_bytes = decrypt_chrome_string(encrypted_value, state_key_bytes, encryption_type)
+                                if value_dec_bytes:
+                                    # For cookies, may need to strip offset bytes depending on version
+                                    if encryption_type == "abe" and len(value_dec_bytes) > 32:
+                                        # v20 cookies typically have 32-byte offset
+                                        value_dec_bytes = value_dec_bytes[32:]
+                                    elif encryption_type == "key" and len(value_dec_bytes) > 48:
+                                        # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
+                                        value_dec_bytes = value_dec_bytes[32:-16]
+                                    elif encryption_type == "key" and len(value_dec_bytes) > 16:
+                                        # Or just 16-byte suffix
+                                        value_dec_bytes = value_dec_bytes[:-16]
 
-                                value_dec = value_dec_bytes.decode("utf-8", errors="replace")
-                                is_decrypted = True
-                        except Exception as e:
-                            logger.warning(
-                                "Failed to decrypt cookie with state key",
-                                state_key_id=state_key_id,
-                                encryption_type=encryption_type,
-                                error=str(e),
-                            )
+                                    value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                                    is_decrypted = True
+                            except Exception as e:
+                                logger.warning("Failed to decrypt cookie with state key",
+                                           state_key_id=state_key_id,
+                                           encryption_type=encryption_type,
+                                           error=str(e))
+
+                # Backup approach: try all state keys from the same source if primary failed
+                if not is_decrypted:
+                    logger.debug("Primary decryption failed, trying backup approach with all keys from source",
+                               source=file_enriched.source,
+                               encryption_type=encryption_type)
+                    backup_decrypted_bytes, backup_state_key_id = try_decrypt_with_all_keys(
+                        encrypted_value, file_enriched.source, encryption_type, pg_conn
+                    )
+                    if backup_decrypted_bytes and backup_state_key_id:
+                        # Apply the same offset handling as above
+                        if encryption_type == "abe" and len(backup_decrypted_bytes) > 32:
+                            # v20 cookies typically have 32-byte offset
+                            backup_decrypted_bytes = backup_decrypted_bytes[32:]
+                        elif encryption_type == "key" and len(backup_decrypted_bytes) > 48:
+                            # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
+                            backup_decrypted_bytes = backup_decrypted_bytes[32:-16]
+                        elif encryption_type == "key" and len(backup_decrypted_bytes) > 16:
+                            # Or just 16-byte suffix
+                            backup_decrypted_bytes = backup_decrypted_bytes[:-16]
+
+                        value_dec = backup_decrypted_bytes.decode('utf-8', errors='replace')
+                        is_decrypted = True
+                        state_key_id = backup_state_key_id
+                        logger.debug("Successfully decrypted cookie using backup approach",
+                                  state_key_id=backup_state_key_id)
 
             cookie_data = {
                 "originating_object_id": file_enriched.object_id,
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 74e52a2..0d70f8f 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -208,6 +208,148 @@ def get_state_key_bytes(state_key_id: int, encryption_type: str, pg_conn=None) -
             logger.warning("Failed to lookup state key bytes", error=str(e))
             return None
 
+def get_all_state_keys_from_source(source: str, pg_conn=None) -> list[dict]:
+    """Get all decrypted state keys from the same source.
+
+    Args:
+        source: Source value
+        pg_conn: existing Postgres connection
+
+    Returns:
+        List of dictionaries containing state key information
+    """
+    state_keys = []
+
+    if pg_conn:
+        try:
+            with pg_conn.cursor() as cur:
+                cur.execute(
+                    """SELECT id, username, browser, key_bytes_dec, key_is_decrypted,
+                              app_bound_key_dec, app_bound_key_is_decrypted
+                       FROM chromium.state_keys WHERE source = %s""",
+                    (source,),
+                )
+                results = cur.fetchall()
+                for result in results:
+                    state_key_info = {
+                        'id': result[0],
+                        'username': result[1],
+                        'browser': result[2],
+                        'key_bytes_dec': result[3] if result[4] else None,  # Only if decrypted
+                        'app_bound_key_dec': result[5] if result[6] else None,  # Only if decrypted
+                    }
+                    state_keys.append(state_key_info)
+                return state_keys
+        except Exception as e:
+            logger.warning("Failed to lookup all state keys from source", error=str(e))
+            return []
+    else:
+        try:
+            conn_str = get_postgres_connection_str()
+            with psycopg.connect(conn_str) as pg_conn:
+                with pg_conn.cursor() as cur:
+                    cur.execute(
+                        """SELECT id, username, browser, key_bytes_dec, key_is_decrypted,
+                                  app_bound_key_dec, app_bound_key_is_decrypted
+                           FROM chromium.state_keys WHERE source = %s""",
+                        (source,),
+                    )
+                    results = cur.fetchall()
+                    for result in results:
+                        state_key_info = {
+                            'id': result[0],
+                            'username': result[1],
+                            'browser': result[2],
+                            'key_bytes_dec': result[3] if result[4] else None,  # Only if decrypted
+                            'app_bound_key_dec': result[5] if result[6] else None,  # Only if decrypted
+                        }
+                        state_keys.append(state_key_info)
+                    return state_keys
+        except Exception as e:
+            logger.warning("Failed to lookup all state keys from source", error=str(e))
+            return []
+
+
+def is_valid_text(data: bytes) -> bool:
+    """Check if decrypted bytes represent valid ASCII or UTF-8 text.
+
+    Args:
+        data: Bytes to validate
+
+    Returns:
+        True if data is valid text, False otherwise
+    """
+    if not data:
+        return False
+
+    try:
+        # Try to decode as UTF-8
+        text = data.decode('utf-8')
+        # Check if it contains mostly printable characters
+        printable_chars = sum(1 for c in text if c.isprintable() or c.isspace())
+        return printable_chars / len(text) > 0.8  # At least 80% printable
+    except UnicodeDecodeError:
+        try:
+            # Try ASCII as fallback
+            text = data.decode('ascii')
+            printable_chars = sum(1 for c in text if c in '\x20-\x7e\t\n\r')
+            return printable_chars / len(text) > 0.8
+        except UnicodeDecodeError:
+            return False
+
+
+def try_decrypt_with_all_keys(encrypted_value: bytes, source: str, encryption_type: str, pg_conn=None) -> tuple[bytes | None, int | None]:
+    """Try to decrypt with all available state keys from the same source.
+
+    Args:
+        encrypted_value: Raw encrypted value bytes
+        source: Source value to look up keys from
+        encryption_type: Either 'key' or 'abe'
+        pg_conn: existing Postgres connection
+
+    Returns:
+        Tuple of (decrypted_bytes, state_key_id) if successful, (None, None) otherwise
+    """
+    if encryption_type not in ["key", "abe"]:
+        return None, None
+
+    state_keys = get_all_state_keys_from_source(source, pg_conn)
+
+    for state_key in state_keys:
+        key_bytes = state_key.get('key_bytes_dec') if encryption_type == "key" else state_key.get('app_bound_key_dec')
+
+        if not key_bytes:
+            continue
+
+        try:
+            decrypted_bytes = decrypt_chrome_string(encrypted_value, key_bytes, encryption_type)
+            if decrypted_bytes:
+                # Apply offset handling for cookies
+                if encryption_type == "abe" and len(decrypted_bytes) > 32:
+                    # v20 cookies typically have 32-byte offset
+                    test_bytes = decrypted_bytes[32:]
+                elif encryption_type == "key" and len(decrypted_bytes) > 48:
+                    # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
+                    test_bytes = decrypted_bytes[32:-16]
+                elif encryption_type == "key" and len(decrypted_bytes) > 16:
+                    # Or just 16-byte suffix
+                    test_bytes = decrypted_bytes[:-16]
+                else:
+                    test_bytes = decrypted_bytes
+
+                # Check if the result is valid text
+                if is_valid_text(test_bytes):
+                    logger.debug("Successfully decrypted with backup key",
+                               state_key_id=state_key['id'],
+                               username=state_key['username'],
+                               browser=state_key['browser'])
+                    return decrypted_bytes, state_key['id']
+        except Exception as e:
+            # Continue trying other keys
+            continue
+
+    return None, None
+
 
 def parse_abe_blob(abe_data: bytes) -> dict | None:
     """Parse ABE (App-Bound Encryption) blob data.
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
index 210ea2d..b33cf3c 100644
--- a/libs/chromium/chromium/logins.py
+++ b/libs/chromium/chromium/logins.py
@@ -17,6 +17,7 @@ from .helpers import (
     get_state_key_bytes,
     get_state_key_id,
     parse_chromium_file_path,
+    try_decrypt_with_all_keys
 )
 
 logger = structlog.get_logger(module=__name__)
@@ -117,32 +118,61 @@ def _insert_logins(
             # Get state key ID for key/abe encryption
             state_key_id = None
             if encryption_type in ["key", "abe"]:
-                state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
-                if state_key_id:
-                    # Retrieve the pre-processed state key for decryption
-                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
-                    if state_key_bytes:
-                        try:
-                            password_dec_bytes = decrypt_chrome_string(password_value, state_key_bytes, encryption_type)
-                            if password_dec_bytes:
-                                # For passwords, may need to strip offset bytes depending on version
-                                if encryption_type == "key" and len(password_dec_bytes) > 32:
-                                    # v10/v11 passwords may have 32-byte prefix + 16-byte suffix
-                                    password_dec_bytes = password_dec_bytes[32:-16]
-                                elif encryption_type == "key" and len(password_dec_bytes) > 16:
-                                    # Or just 16-byte suffix
-                                    password_dec_bytes = password_dec_bytes[:-16]
-                                # v20 passwords typically don't have offset like cookies
+                # Try primary approach: get state key based on username/browser
+                if username:  # Only try primary approach if username was extracted
+                    state_key_id = get_state_key_id(file_enriched.source, username, browser, pg_conn)
+                    if state_key_id:
+                        # Retrieve the pre-processed state key for decryption
+                        state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                        if state_key_bytes:
+                            try:
+                                password_dec_bytes = decrypt_chrome_string(password_value, state_key_bytes, encryption_type)
+                                if password_dec_bytes:
+                                    # For passwords, may need to strip offset bytes depending on version
+                                    if encryption_type == "key" and len(password_dec_bytes) > 32:
+                                        # v10/v11 passwords may have 32-byte prefix + 16-byte suffix
+                                        password_dec_bytes = password_dec_bytes[32:-16]
+                                    elif encryption_type == "key" and len(password_dec_bytes) > 16:
+                                        # Or just 16-byte suffix
+                                        password_dec_bytes = password_dec_bytes[:-16]
+                                    # v20 passwords typically don't have offset like cookies
+
+                                    password_value_dec = password_dec_bytes.decode("utf-8", errors="replace")
+                                    is_decrypted = True
+                            except Exception as e:
+                                logger.debug(
+                                    "Failed to decrypt password with state key",
+                                    state_key_id=state_key_id,
+                                    encryption_type=encryption_type,
+                                    error=str(e),
+                                )
+
+                # Backup approach: try all state keys from the same source if primary failed
+                if not is_decrypted:
+                    logger.debug("Primary decryption failed, trying backup approach with all keys from source",
+                               source=file_enriched.source,
+                               encryption_type=encryption_type)
+                    backup_decrypted_bytes, backup_state_key_id = try_decrypt_with_all_keys(
+                        password_value, file_enriched.source, encryption_type, pg_conn
+                    )
+                    if backup_decrypted_bytes and backup_state_key_id:
+                        # Apply the same offset handling as above
+                        if encryption_type == "abe" and len(backup_decrypted_bytes) > 32:
+                            # v20 cookies typically have 32-byte offset
+                            backup_decrypted_bytes = backup_decrypted_bytes[32:]
+                        elif encryption_type == "key" and len(backup_decrypted_bytes) > 48:
+                            # v10/v11 cookies may have 32-byte prefix + 16-byte suffix
+                            backup_decrypted_bytes = backup_decrypted_bytes[32:-16]
+                        elif encryption_type == "key" and len(backup_decrypted_bytes) > 16:
+                            # Or just 16-byte suffix
+                            backup_decrypted_bytes = backup_decrypted_bytes[:-16]
+
+                        password_value_dec = backup_decrypted_bytes.decode('utf-8', errors='replace')
+                        is_decrypted = True
+                        state_key_id = backup_state_key_id
+                        logger.debug("Successfully decrypted cookie using backup approach",
+                                  state_key_id=backup_state_key_id)
 
-                                password_value_dec = password_dec_bytes.decode("utf-8", errors="replace")
-                                is_decrypted = True
-                        except Exception as e:
-                            logger.debug(
-                                "Failed to decrypt password with state key",
-                                state_key_id=state_key_id,
-                                encryption_type=encryption_type,
-                                error=str(e),
-                            )
 
             login_data = {
                 "originating_object_id": file_enriched.object_id,
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index 2d8c428..74b73e8 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -55,8 +55,7 @@ rule Chrome_Cookies_Tables
 
         file_enriched = get_file_enriched(object_id)
 
-        # Check if filename is exactly "Cookies" and SQLite magic type
-        if not (file_enriched.file_name == "Cookies" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
+        if not "sqlite 3.x database" in file_enriched.magic_type.lower():
             return False
 
         if file_path:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 2f5627d..67ae5de 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -54,8 +54,7 @@ rule Chrome_Logins_Tables
 
         file_enriched = get_file_enriched(object_id)
 
-        # Check if filename is exactly "Login Data" and SQLite magic type
-        if not (file_enriched.file_name == "Login Data" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
+        if not "sqlite 3.x database" in file_enriched.magic_type.lower():
             return False
 
         if file_path:
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index 3d14531..f5d779c 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -335,7 +335,7 @@ class FileLinkingEngine:
 
                 linkings_created += 1
 
-                logger.warning(
+                logger.debug(
                     "Created programmatic file linking",
                     source_path=source_file_path,
                     linked_path=linked_path,

From e9be3f99513d8c9aa528ccecd607cd8a342cf29b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 2 Oct 2025 22:25:43 +0900
Subject: [PATCH 112/279] Moved file linking rules into the `registry_hive
 file` enrichment module

- Moved file linking rules into the `registry_hive file` enrichment module, eliminated the static rules (so existing paths can be linked)
---
 libs/chromium/chromium/local_state.py         |  3 +-
 .../registry_hive/analyzer.py                 | 43 +++++++++++++++++--
 .../file_linking/rules/windows/security.yaml  | 19 --------
 .../file_linking/rules/windows/system.yaml    | 18 --------
 4 files changed, 41 insertions(+), 42 deletions(-)
 delete mode 100644 libs/file_linking/file_linking/rules/windows/security.yaml
 delete mode 100644 libs/file_linking/file_linking/rules/windows/system.yaml

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 88a10ca..29497b0 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -3,6 +3,7 @@
 import base64
 import json
 import ntpath
+import asyncio
 
 import psycopg
 from common.logger import get_logger
@@ -192,7 +193,7 @@ async def _insert_state_keys(
                                 app_bound_key_dec = derive_abe_key(abe_parsed)
                                 if app_bound_key_dec:
                                     app_bound_key_is_decrypted = True
-                                    logger.warning(
+                                    logger.debug(
                                         "Successfully derived ABE key",
                                         version=abe_parsed.get("version"),
                                         system_masterkey_guid=app_bound_key_system_masterkey_guid,
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 5f51242..caf2c14 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -131,7 +131,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
                     result = cur.fetchone()
                     if result:
-                        print(f"XXX result: {result}")
                         return str(result["object_id"])  # Convert UUID to string
 
         except Exception as e:
@@ -139,6 +138,36 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return None
 
+    def _get_existing_hive_path(self, file_enriched, standard_path: str) -> str:
+        """Get the actual path of an existing hive, or return the standard path if not found."""
+        # First try to find an existing hive
+        object_id = self._find_existing_hive(file_enriched, standard_path)
+
+        if object_id:
+            # Found an existing hive, get its actual path from the database
+            try:
+                with psycopg.connect(self._conninfo, row_factory=dict_row) as conn:
+                    with conn.cursor() as cur:
+                        cur.execute(
+                            """
+                            SELECT path
+                            FROM files_enriched
+                            WHERE object_id = %s
+                            LIMIT 1
+                        """,
+                            (object_id,),
+                        )
+
+                        result = cur.fetchone()
+                        if result and result["path"]:
+                            logger.debug(f"Found existing hive at {result['path']} instead of {standard_path}")
+                            return result["path"]
+            except Exception as e:
+                logger.error(f"Failed to get path for existing hive {object_id}: {e}")
+
+        # Fall back to standard path if not found or on error
+        return standard_path
+
     def _create_proactive_file_linkings(self, file_enriched, hive_type: str):
         """Create proactive file linkings based on hive type."""
         if not file_enriched.source or not file_enriched.path:
@@ -152,8 +181,12 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         try:
             if hive_type == "SYSTEM":
                 # Link to SAM and SECURITY hives
-                sam_path = f"{drive}\\Windows\\System32\\Config\\SAM"
-                security_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+                # First check if they exist at non-standard locations
+                sam_standard_path = f"{drive}\\Windows\\System32\\Config\\SAM"
+                security_standard_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+
+                sam_path = self._get_existing_hive_path(file_enriched, sam_standard_path)
+                security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
 
                 add_file_linking(
                     source=file_enriched.source,
@@ -173,7 +206,9 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
             elif hive_type in ["SAM", "SECURITY"]:
                 # Link to SYSTEM hive
-                system_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+                # First check if it exists at a non-standard location
+                system_standard_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+                system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
 
                 add_file_linking(
                     source=file_enriched.source,
diff --git a/libs/file_linking/file_linking/rules/windows/security.yaml b/libs/file_linking/file_linking/rules/windows/security.yaml
deleted file mode 100644
index 2032a89..0000000
--- a/libs/file_linking/file_linking/rules/windows/security.yaml
+++ /dev/null
@@ -1,19 +0,0 @@
-name: "hive_security"
-description: "Link SECURITY hive to SYSTEM hive"
-category: "windows"
-enabled: true
-
-triggers:
-  - file_patterns:
-      - "**/Windows/System32/config/SECURITY"
-    magic_patterns:
-      - "MS Windows registry file, NT/2000 or above"
-
-linked_files:
-
-  - name: "system_hive"
-    description: "SYSTEM registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\SYSTEM'
-    priority: "high"
-    collection_reason: "Linked hive"
diff --git a/libs/file_linking/file_linking/rules/windows/system.yaml b/libs/file_linking/file_linking/rules/windows/system.yaml
deleted file mode 100644
index 12d71bd..0000000
--- a/libs/file_linking/file_linking/rules/windows/system.yaml
+++ /dev/null
@@ -1,18 +0,0 @@
-name: "hive_system"
-description: "Link SYSTEM hive to SECURITY hive"
-category: "windows"
-enabled: true
-
-triggers:
-  - file_patterns:
-      - "**/Windows/System32/config/SYSTEM"
-    magic_patterns:
-      - "MS Windows registry file, NT/2000 or above"
-
-linked_files:
-  - name: "security_hive"
-    description: "SECURITY registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\security'
-    priority: "high"
-    collection_reason: "Linked hive"

From 47ba702a10c2e047a85fe4bd843855b9597c5554 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 2 Oct 2025 14:16:18 -0700
Subject: [PATCH 113/279] fixup asyncio/dapr problems

---
 .../dpapi_blob/analyzer.py                    |  15 ++-
 .../dpapi_masterkey/analyzer.py               | 126 +++++++++---------
 .../lsass_dump/analyzer.py                    |  15 ++-
 libs/nemesis_dpapi/examples/example.py        |   4 +-
 .../examples/masterkey_auto_decrypt.py        |   8 +-
 .../nemesis_dpapi/auto_decrypt.py             |   2 +-
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |  96 ++++++++++---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  33 +++--
 .../nemesis_dpapi/masterkey_decryptor.py      |   2 +
 libs/nemesis_dpapi/tests/test_eventing.py     |  52 ++++----
 projects/file_enrichment/Dockerfile           |  13 +-
 .../file_enrichment/controller.py             |  24 +++-
 .../file_enrichment/routes/dpapi.py           |  89 +++++++++----
 .../file_enrichment/workflow.py               |  22 +--
 14 files changed, 323 insertions(+), 178 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index a98f421..ec53ef5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -76,17 +76,18 @@ rule has_dpapi_blob
             EnrichmentResult or None if processing fails
         """
 
+        loop = None
         try:
-            # Check if there's already a running loop
             loop = asyncio.get_running_loop()
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
         except RuntimeError:
+            # No running loop
+            pass
+
+        if loop:
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        else:
             # No running loop, create a new event loop
-            try:
-                return asyncio.run(self._process_async(object_id, file_path))
-            except Exception as e:
-                logger.exception(e, message="Error processing LSASS dump file")
-                return None
+            return asyncio.run(self._process_async(object_id, file_path))
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process file in either workflow or standalone mode.
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index c22e3c5..4f34d74 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -10,6 +10,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile
+from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
@@ -60,17 +61,18 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             EnrichmentResult or None if processing fails
         """
 
+        loop = None
         try:
-            # Check if there's already a running loop
             loop = asyncio.get_running_loop()
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
         except RuntimeError:
+            # No running loop
+            pass
+
+        if loop:
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        else:
             # No running loop, create a new event loop
-            try:
-                return asyncio.run(self._process_async(object_id, file_path))
-            except Exception as e:
-                logger.exception(e, message="Error processing LSASS dump file")
-                return None
+            return asyncio.run(self._process_async(object_id, file_path))
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
@@ -83,69 +85,71 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
             postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
-        if not postgres_connection_string.startswith("postgres://"):
-            raise ValueError(
-                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
-            )
-
-        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
-
-        try:
-            file_enriched = get_file_enriched(object_id)
-            enrichment_result = EnrichmentResult(module_name=self.name)
-
-            # Parse the masterkey file
-            if file_path:
-                # Use provided file path
-                masterkey_file = self._parse_masterkey_file(file_path)
-            else:
-                # Download the file and parse it
-                with self.storage.download(file_enriched.object_id) as temp_file:
-                    masterkey_file = self._parse_masterkey_file(temp_file.name)
-
-            if not masterkey_file:
-                return None
-
-            # Create MasterKey object and add to DPAPI manager
-            if self.dpapi_manager:
-                mk = MasterKey(
-                    guid=masterkey_file.masterkey_guid,
-                    encrypted_key_usercred=masterkey_file.master_key,
-                    encrypted_key_backup=masterkey_file.domain_backup_key,
+            if not postgres_connection_string.startswith("postgres://"):
+                raise ValueError(
+                    "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
                 )
 
-                # The DPAPI manager handles all decryption automatically
-                await self.dpapi_manager.upsert_masterkey(mk)
+            self.dpapi_manager = DpapiManager(
+                storage_backend=postgres_connection_string, publisher=DaprDpapiEventPublisher(client)
+            )
 
-                # Check if it was decrypted
-                stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
-                was_decrypted = stored_mk and stored_mk.is_decrypted
+            try:
+                file_enriched = get_file_enriched(object_id)
+                enrichment_result = EnrichmentResult(module_name=self.name)
 
-                if was_decrypted:
-                    logger.warning(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
+                # Parse the masterkey file
+                if file_path:
+                    # Use provided file path
+                    masterkey_file = self._parse_masterkey_file(file_path)
                 else:
-                    logger.warning(
-                        f"Successfully processed masterkey {masterkey_file.masterkey_guid} (not decrypted - may need additional keys)"
+                    # Download the file and parse it
+                    with self.storage.download(file_enriched.object_id) as temp_file:
+                        masterkey_file = self._parse_masterkey_file(temp_file.name)
+
+                if not masterkey_file:
+                    return None
+
+                # Create MasterKey object and add to DPAPI manager
+                if self.dpapi_manager:
+                    mk = MasterKey(
+                        guid=masterkey_file.masterkey_guid,
+                        encrypted_key_usercred=masterkey_file.master_key,
+                        encrypted_key_backup=masterkey_file.domain_backup_key,
                     )
-            else:
-                logger.warning("[dpapi_masterkey] self.dpapi_manager not initialized!")
 
-            # Prepare results data
-            results_data = {
-                "masterkey_guid": str(masterkey_file.masterkey_guid),
-                "version": masterkey_file.version,
-                "policy": masterkey_file.policy.value if masterkey_file.policy else 0,
-                "has_master_key": masterkey_file.master_key is not None,
-                "has_local_key": masterkey_file.local_key is not None,
-                "has_backup_key": masterkey_file.backup_key is not None,
-                "has_domain_backup_key": masterkey_file.domain_backup_key is not None,
-            }
+                    # The DPAPI manager handles all decryption automatically
+                    await self.dpapi_manager.upsert_masterkey(mk)
 
-            enrichment_result.results = results_data
-            return enrichment_result
+                    # Check if it was decrypted
+                    stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
+                    was_decrypted = stored_mk and stored_mk.is_decrypted
 
-        except Exception as e:
-            logger.exception(e, message="Error in DPAPI masterkey process()")
+                    if was_decrypted:
+                        logger.info(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
+                    else:
+                        logger.debug(
+                            f"Successfully processed masterkey {masterkey_file.masterkey_guid} (not decrypted - may need additional keys)"
+                        )
+                else:
+                    logger.warning("[dpapi_masterkey] self.dpapi_manager not initialized!")
+
+                # Prepare results data
+                results_data = {
+                    "masterkey_guid": str(masterkey_file.masterkey_guid),
+                    "version": masterkey_file.version,
+                    "policy": masterkey_file.policy.value if masterkey_file.policy else 0,
+                    "has_master_key": masterkey_file.master_key is not None,
+                    "has_local_key": masterkey_file.local_key is not None,
+                    "has_backup_key": masterkey_file.backup_key is not None,
+                    "has_domain_backup_key": masterkey_file.domain_backup_key is not None,
+                }
+
+                enrichment_result.results = results_data
+                return enrichment_result
+
+            except Exception as e:
+                logger.exception(e, message="Error in DPAPI masterkey process()")
 
     def _parse_masterkey_file(self, file_path: str) -> MasterKeyFile | None:
         """Parse a masterkey file using nemesis_dpapi.
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index f1d451f..fdfd425 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -551,17 +551,18 @@ class LsassDumpParser(EnrichmentModule):
             EnrichmentResult or None if processing fails
         """
 
+        loop = None
         try:
-            # Check if there's already a running loop
             loop = asyncio.get_running_loop()
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
         except RuntimeError:
+            # No running loop
+            pass
+
+        if loop:
+            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
+        else:
             # No running loop, create a new event loop
-            try:
-                return asyncio.run(self._process_async(object_id, file_path))
-            except Exception as e:
-                logger.exception(e, message="Error processing LSASS dump file")
-                return None
+            return asyncio.run(self._process_async(object_id, file_path))
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 4d1d54d..7288354 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -44,7 +44,7 @@ from nemesis_dpapi.eventing import (
 class MyDpapiEventMonitor(DpapiObserver):
     """Class that observes DPAPI events."""
 
-    def update(self, event: DpapiEvent) -> None:
+    async def update(self, event: DpapiEvent) -> None:
         """Handler for different types of DPAPI events."""
 
         if isinstance(event, NewEncryptedMasterKeyEvent):
@@ -88,7 +88,7 @@ async def main() -> None:
     async with DpapiManager(storage_backend="memory") as manager:
         # Register custom observer
         monitor = MyDpapiEventMonitor()
-        manager.subscribe(monitor)
+        await manager.subscribe(monitor)
 
         # Add masterkeys
         domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index c5629f7..91cbb65 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -72,7 +72,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
             for mk in decrypted_keys_final:
                 print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
         else:
-            print("✗ No masterkeys were auto-decrypted")
+            print("✗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
 async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data):
@@ -128,7 +128,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             for mk in decrypted_keys_after:
                 print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
         else:
-            print("✗ No masterkeys were auto-decrypted")
+            print("✗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
 async def auto_decryption_disabled(mk_domain, backup_key_data):
@@ -168,6 +168,10 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
 
         if len(decrypted_keys_after) == len(decrypted_keys_before):
             print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
+        else:
+            print(
+                "✗ Some masterkeys were decrypted despite auto-decryption being disabled! This is unexpected and something is broken!"
+            )
 
 
 async def main():
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index d024a48..4f67bf6 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -41,7 +41,7 @@ class AutoDecryptionObserver(DpapiObserver):
         self.dpapi_manager = dpapi_manager
         self._background_tasks: set[asyncio.Task] = set()
 
-    def update(self, event: DpapiEvent) -> None:
+    async def update(self, event: DpapiEvent) -> None:
         """Handle DPAPI events, specifically new domain backup keys, encrypted masterkeys, and new credentials."""
         if isinstance(event, NewDomainBackupKeyEvent):
             self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index db678e8..3e60811 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -1,5 +1,7 @@
 """Main DPAPI manager class."""
 
+import asyncio
+import json
 from abc import abstractmethod
 from datetime import UTC, datetime
 from logging import getLogger
@@ -8,6 +10,7 @@ from uuid import UUID
 
 from dapr.clients import DaprClient
 from dapr.clients.grpc._response import TopicEventResponse, TopicEventResponseStatus
+from dapr.clients.grpc.subscription import SubscriptionMessage
 from pydantic import Field, field_validator, model_validator
 
 from nemesis_dpapi.core import BaseModel
@@ -80,20 +83,22 @@ DAPR_DPAPI_EVENT_TOPIC = "dpapi_events"
 
 DPAPI_EVENT_CLASSES = {cls.__name__: cls for cls in get_args(DpapiEvent.__value__)}
 
+subscription_started = False
+
 
 class TypedDpapiEvent(BaseModel):
     """Wrapper class for DpapiEvent with type information for deserialization."""
 
     type_name: str
-    event: DpapiEvent
+    evnt: DpapiEvent
 
     @model_validator(mode="before")
     @classmethod
     def deserialize_event(cls, data: dict) -> dict:
-        if isinstance(data, dict) and "type_name" in data and "event" in data:
+        if isinstance(data, dict) and "type_name" in data and "evnt" in data:
             event_class = DPAPI_EVENT_CLASSES.get(data["type_name"])
-            if event_class and isinstance(data["event"], dict):
-                data["event"] = event_class(**data["event"])
+            if event_class and isinstance(data["evnt"], dict):
+                data["evnt"] = event_class(**data["evnt"])
         return data
 
 
@@ -101,42 +106,69 @@ class DpapiObserver:
     """Base class for DPAPI event observers."""
 
     @abstractmethod
-    def update(self, event: DpapiEvent) -> None:
+    async def update(self, event: DpapiEvent) -> None:
         """Called when an observed event occurs."""
         pass
 
 
-class Publisher:
-    """Abstract base class for subjects in the observer pattern."""
+class DpapiEventPublisher:
+    """Abstract base class for DPAPI event publishers."""
+
+    @abstractmethod
+    async def register_subscriber(self, observer: DpapiObserver) -> None:
+        """Attach an observer to this publisher."""
+        pass
+
+    @abstractmethod
+    async def publish_event(self, event: DpapiEvent) -> None:
+        """Publish an event to all subscribed observers."""
+        pass
+
+
+class InMemoryPublisher(DpapiEventPublisher):
+    """In-memory publisher using the observer pattern."""
 
     def __init__(self):
         self._observers: list[DpapiObserver] = []
 
-    def subscribe(self, observer: DpapiObserver) -> None:
-        """Attach an observer to this subject."""
+    async def register_subscriber(self, observer: DpapiObserver) -> None:
+        """Attach an observer to this publisher."""
         if observer not in self._observers:
             self._observers.append(observer)
 
-    def publish(self, event: DpapiEvent) -> None:
+    async def publish_event(self, event: DpapiEvent) -> None:
         """Notify all observers of an event."""
         for observer in self._observers:
-            observer.update(event)
+            await observer.update(event)
 
 
-class DaprPublisher(Publisher):
+class DaprDpapiEventPublisher(DpapiEventPublisher):
     """DPAPI event publisher using Dapr pub/sub."""
 
-    def __init__(self, dapr_client: DaprClient):
-        super().__init__()
+    def __init__(self, dapr_client: DaprClient, loop: asyncio.AbstractEventLoop | None = None):
         self._dapr_client = dapr_client
+        self._observers: list[DpapiObserver] = []
+        self._background_task = None
+        self._loop = loop if loop else asyncio.get_running_loop()
 
-    def publish(self, event: DpapiEvent) -> None:
+    async def register_subscriber(self, observer: DpapiObserver) -> None:
+        """Attach an observer and start the Dapr subscription if not already started."""
+
+        logger.debug(f"Subscribing observer: {observer.__class__.__name__}")
+        self._observers.append(observer)
+
+        global subscription_started
+        if not subscription_started:
+            subscription_started = True
+            self._background_task = asyncio.create_task(self._start_subscription())
+
+    async def publish_event(self, event: DpapiEvent) -> None:
         """Publish an event to all subscribed observers via Dapr pub/sub."""
 
         event_type = event.__class__.__name__
-        new_event = TypedDpapiEvent(type_name=event_type, event=event)
+        new_event = TypedDpapiEvent(type_name=event_type, evnt=event)
 
-        logger.debug("Publishing event of type %s to Dapr: %s", event_type)
+        logger.debug(f"Publishing event of type {event_type} to Dapr")
         self._dapr_client.publish_event(
             pubsub_name=DAPR_PUBSUB_NAME,
             topic_name=DAPR_DPAPI_EVENT_TOPIC,
@@ -144,24 +176,44 @@ class DaprPublisher(Publisher):
             data_content_type="application/json",
         )
 
-    def process_message(self, evnt: TypedDpapiEvent) -> TopicEventResponse:
+    def process_message(self, evnt: SubscriptionMessage) -> TopicEventResponse:
         """Process incoming Dapr pub/sub messages."""
 
-        logger.debug("Processing event of type %s", evnt.type_name)
+        logger.debug(f"Processing event of type {evnt.type()}.  JSON: {json.dumps(evnt.data())}")
+
+        # type_name = evnt.type()
+        typed_dpapi_event_dict = evnt.data()
+        if not isinstance(typed_dpapi_event_dict, dict):
+            logger.error(f"Received event data is not a dictionary: {typed_dpapi_event_dict}")
+            return TopicEventResponse(TopicEventResponseStatus.drop)
+
+        typed_dpapi_event = TypedDpapiEvent(**typed_dpapi_event_dict)
+
+        # convert the dict to the appropriate event class using DPAPI_EVENT_CLASSES
+        event_class = DPAPI_EVENT_CLASSES.get(typed_dpapi_event.type_name)
+        if event_class:
+            dpapi_event = event_class(**typed_dpapi_event_dict["evnt"])
+        else:
+            logger.error(f"Unknown event type received: {typed_dpapi_event.type_name}")
+            return TopicEventResponse(TopicEventResponseStatus.drop)
 
         for observer in self._observers:
-            observer.update(evnt.event)
+            asyncio.run_coroutine_threadsafe(observer.update(dpapi_event), self._loop)
 
         return TopicEventResponse(TopicEventResponseStatus.success)
 
-    def start(self) -> None:
+    async def _start_subscription(self) -> None:
         """Start the Dapr client (if needed)."""
 
+        logger.info("Starting Dapr subscriber handler...")
         close_fn = self._dapr_client.subscribe_with_handler(
             pubsub_name=DAPR_PUBSUB_NAME,
             topic=DAPR_DPAPI_EVENT_TOPIC,
-            handler_fn=lambda event: self.process_message(event),
+            handler_fn=self.process_message,
             # dead_letter_topic="TOPIC_A_DEAD",
         )
 
+        # wait indefinitely
+        await asyncio.Event().wait()
+
         close_fn()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index ba71cf3..267baff 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -9,12 +9,13 @@ from Crypto.Hash import SHA1
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, MasterKey
 from .eventing import (
+    DaprDpapiEventPublisher,
     DpapiObserver,
+    InMemoryPublisher,
     NewDomainBackupKeyEvent,
     NewDpapiSystemCredentialEvent,
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
-    Publisher,
 )
 from .exceptions import MasterKeyNotDecryptedError, MasterKeyNotFoundError
 from .keys import DomainBackupKey, DpapiSystemCredential
@@ -45,7 +46,10 @@ class DpapiManager(DpapiManagerProtocol):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
     def __init__(
-        self, storage_backend: str = "memory", auto_decrypt: bool = True, publisher: Publisher | None = None
+        self,
+        storage_backend: str = "memory",
+        auto_decrypt: bool = True,
+        publisher: DaprDpapiEventPublisher | None = None,
     ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
@@ -66,14 +70,12 @@ class DpapiManager(DpapiManagerProtocol):
         self._pg_pool: asyncpg.Pool | None = None
 
         if publisher is None:
-            self._publisher = Publisher()
+            self._publisher = InMemoryPublisher()
         else:
             self._publisher = publisher
 
-        # Set up auto-decryption if enabled
-        if self._auto_decrypt:
-            self._auto_decrypt_observer = AutoDecryptionObserver(self)
-            self._publisher.subscribe(self._auto_decrypt_observer)
+        # Auto-decryption observer will be set up during async initialization
+        self._auto_decrypt_observer: AutoDecryptionObserver | None = None
 
     async def _initialize_storage(self) -> None:
         """Initialize storage repositories based on backend type."""
@@ -94,6 +96,11 @@ class DpapiManager(DpapiManagerProtocol):
         else:
             raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
 
+        # Set up auto-decryption observer after storage is initialized
+        if self._auto_decrypt and self._auto_decrypt_observer is None:
+            self._auto_decrypt_observer = AutoDecryptionObserver(self)
+            await self._publisher.register_subscriber(self._auto_decrypt_observer)
+
         self._initialized = True
 
     async def __aenter__(self):
@@ -131,17 +138,17 @@ class DpapiManager(DpapiManagerProtocol):
 
         # Publish appropriate event based on what was added
         if new_masterkey.plaintext_key or new_masterkey.plaintext_key_sha1:
-            self._publisher.publish(NewPlaintextMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+            await self._publisher.publish_event(NewPlaintextMasterKeyEvent(masterkey_guid=new_masterkey.guid))
         elif new_masterkey.encrypted_key_usercred or new_masterkey.encrypted_key_backup:
-            self._publisher.publish(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
+            await self._publisher.publish_event(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
 
-    def subscribe(self, observer: DpapiObserver) -> None:
+    async def subscribe(self, observer: DpapiObserver) -> None:
         """Subscribe an observer to DPAPI events.
 
         Args:
             observer: Observer implementing the update(event) method
         """
-        self._publisher.subscribe(observer)
+        await self._publisher.register_subscriber(observer)
 
     async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
@@ -155,7 +162,7 @@ class DpapiManager(DpapiManagerProtocol):
 
         await self._backup_key_repo.upsert_backup_key(backup_key)
 
-        self._publisher.publish(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
+        await self._publisher.publish_event(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
     async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential.
@@ -167,7 +174,7 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
 
         await self._dpapi_system_cred_repo.upsert_credential(cred)
-        self.publish(NewDpapiSystemCredentialEvent(credential=cred))
+        await self._publisher.publish_event(NewDpapiSystemCredentialEvent(credential=cred))
 
     async def decrypt_blob(self, blob: Blob) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 27678c3..744b667 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -51,6 +51,8 @@ class MasterKeyDecryptorService:
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
 
             decrypted_count = 0
+
+            logger.info(f"Attempting to decrypt {len(encrypted_masterkeys)} encrypted master keys")
             for masterkey in encrypted_masterkeys:
                 if not masterkey.encrypted_key_usercred:
                     continue
diff --git a/libs/nemesis_dpapi/tests/test_eventing.py b/libs/nemesis_dpapi/tests/test_eventing.py
index d6eae16..5d87723 100644
--- a/libs/nemesis_dpapi/tests/test_eventing.py
+++ b/libs/nemesis_dpapi/tests/test_eventing.py
@@ -24,14 +24,14 @@ class TestTypedDpapiEventDeserialization:
 
         data = {
             "type_name": "NewPlaintextMasterKeyEvent",
-            "event": {"masterkey_guid": str(masterkey_guid), "timestamp": timestamp.isoformat()},
+            "evnt": {"masterkey_guid": str(masterkey_guid), "timestamp": timestamp.isoformat()},
         }
 
         typed_event = TypedDpapiEvent(**data)
 
         assert typed_event.type_name == "NewPlaintextMasterKeyEvent"
-        assert isinstance(typed_event.event, NewPlaintextMasterKeyEvent)
-        assert typed_event.event.masterkey_guid == masterkey_guid
+        assert isinstance(typed_event.evnt, NewPlaintextMasterKeyEvent)
+        assert typed_event.evnt.masterkey_guid == masterkey_guid
 
     def test_deserialize_from_already_instantiated_event(self):
         """Test deserializing when event is already an instance (not a dict)."""
@@ -40,13 +40,13 @@ class TestTypedDpapiEventDeserialization:
 
         event = NewPlaintextMasterKeyEvent(masterkey_guid=masterkey_guid, timestamp=timestamp)
 
-        data = {"type_name": "NewPlaintextMasterKeyEvent", "event": event}
+        data = {"type_name": "NewPlaintextMasterKeyEvent", "evnt": event}
 
         typed_event = TypedDpapiEvent(**data)
 
         assert typed_event.type_name == "NewPlaintextMasterKeyEvent"
-        assert isinstance(typed_event.event, NewPlaintextMasterKeyEvent)
-        assert typed_event.event.masterkey_guid == masterkey_guid
+        assert isinstance(typed_event.evnt, NewPlaintextMasterKeyEvent)
+        assert typed_event.evnt.masterkey_guid == masterkey_guid
 
     def test_deserialize_encrypted_masterkey_event(self):
         """Test deserializing NewEncryptedMasterKeyEvent."""
@@ -54,24 +54,24 @@ class TestTypedDpapiEventDeserialization:
 
         data = {
             "type_name": "NewEncryptedMasterKeyEvent",
-            "event": {"masterkey_guid": str(masterkey_guid)},
+            "evnt": {"masterkey_guid": str(masterkey_guid)},
         }
 
         typed_event = TypedDpapiEvent(**data)
 
-        assert isinstance(typed_event.event, NewEncryptedMasterKeyEvent)
-        assert typed_event.event.masterkey_guid == masterkey_guid
+        assert isinstance(typed_event.evnt, NewEncryptedMasterKeyEvent)
+        assert typed_event.evnt.masterkey_guid == masterkey_guid
 
     def test_deserialize_domain_backup_key_event(self):
         """Test deserializing NewDomainBackupKeyEvent."""
         backup_key_guid = UUID("11111111-2222-3333-4444-555555555555")
 
-        data = {"type_name": "NewDomainBackupKeyEvent", "event": {"backup_key_guid": str(backup_key_guid)}}
+        data = {"type_name": "NewDomainBackupKeyEvent", "evnt": {"backup_key_guid": str(backup_key_guid)}}
 
         typed_event = TypedDpapiEvent(**data)
 
-        assert isinstance(typed_event.event, NewDomainBackupKeyEvent)
-        assert typed_event.event.backup_key_guid == backup_key_guid
+        assert isinstance(typed_event.evnt, NewDomainBackupKeyEvent)
+        assert typed_event.evnt.backup_key_guid == backup_key_guid
 
     def test_deserialize_dpapi_system_credential_event(self):
         """Test deserializing NewDpapiSystemCredentialEvent."""
@@ -79,14 +79,14 @@ class TestTypedDpapiEventDeserialization:
 
         data = {
             "type_name": "NewDpapiSystemCredentialEvent",
-            "event": {"credential": cred.model_dump()},
+            "evnt": {"credential": cred.model_dump()},
         }
 
         typed_event = TypedDpapiEvent(**data)
 
-        assert isinstance(typed_event.event, NewDpapiSystemCredentialEvent)
-        assert typed_event.event.credential.machine_key == b"0" * 20
-        assert typed_event.event.credential.user_key == b"1" * 20
+        assert isinstance(typed_event.evnt, NewDpapiSystemCredentialEvent)
+        assert typed_event.evnt.credential.machine_key == b"0" * 20
+        assert typed_event.evnt.credential.user_key == b"1" * 20
 
     def test_deserialize_password_derived_credential_event(self):
         """Test deserializing NewPasswordDerivedCredentialEvent."""
@@ -95,7 +95,7 @@ class TestTypedDpapiEventDeserialization:
 
         data = {
             "type_name": "NewPasswordDerivedCredentialEvent",
-            "event": {
+            "evnt": {
                 "type": "Password",
                 "credential": password.model_dump(),
                 "user_sid": str(user_sid),
@@ -104,11 +104,11 @@ class TestTypedDpapiEventDeserialization:
 
         typed_event = TypedDpapiEvent(**data)
 
-        assert isinstance(typed_event.event, NewPasswordDerivedCredentialEvent)
-        assert typed_event.event.type == "Password"
-        assert isinstance(typed_event.event.credential, Password)
-        assert typed_event.event.credential.value == "test123"
-        assert typed_event.event.user_sid == user_sid
+        assert isinstance(typed_event.evnt, NewPasswordDerivedCredentialEvent)
+        assert typed_event.evnt.type == "Password"
+        assert isinstance(typed_event.evnt.credential, Password)
+        assert typed_event.evnt.credential.value == "test123"
+        assert typed_event.evnt.user_sid == user_sid
 
     def test_deserialize_ntlm_hash_credential_event(self):
         """Test deserializing NewPasswordDerivedCredentialEvent with NTLM hash."""
@@ -116,7 +116,7 @@ class TestTypedDpapiEventDeserialization:
 
         data = {
             "type_name": "NewPasswordDerivedCredentialEvent",
-            "event": {
+            "evnt": {
                 "type": "NtlmHash",
                 "credential": ntlm_hash.model_dump(),
             },
@@ -124,6 +124,6 @@ class TestTypedDpapiEventDeserialization:
 
         typed_event = TypedDpapiEvent(**data)
 
-        assert isinstance(typed_event.event, NewPasswordDerivedCredentialEvent)
-        assert typed_event.event.type == "NtlmHash"
-        assert isinstance(typed_event.event.credential, NtlmHash)
+        assert isinstance(typed_event.evnt, NewPasswordDerivedCredentialEvent)
+        assert typed_event.evnt.type == "NtlmHash"
+        assert isinstance(typed_event.evnt.credential, NtlmHash)
diff --git a/projects/file_enrichment/Dockerfile b/projects/file_enrichment/Dockerfile
index ebdebe6..ad260d5 100644
--- a/projects/file_enrichment/Dockerfile
+++ b/projects/file_enrichment/Dockerfile
@@ -79,7 +79,7 @@ ENTRYPOINT ["/bin/sh", "-c", " \
     --workers ${UVICORN_WORKERS} \
     --reload \
     --reload-dir ${UVICORN_RELOAD_DIR} \
-"]
+    "]
 ########################
 # Production
 ########################
@@ -94,9 +94,9 @@ FROM ${PYTHON_BASE_PROD_IMAGE} AS prod
 
 RUN apt-get update && \
     apt-get install -y \
-       libmagic1 libpq5 \
-       binutils \
-         && \
+    libmagic1 libpq5 \
+    binutils \
+    && \
     apt-get clean && \
     rm -rf /var/lib/apt/lists/*
 
@@ -113,6 +113,9 @@ ENV UVICORN_HOST=0.0.0.0 \
     UVICORN_PROXY_HEADERS=1 \
     UVICORN_ACCESS_LOG=false
 
+# Enable asyncio debug mode to detect blocking calls & common asyncio issues
+ENV PYTHONASYNCIODEBUG=1
+
 # TODO: Re-enable when we're ready for release
 # USER nemesis
 
@@ -123,4 +126,4 @@ ENTRYPOINT ["/bin/sh", "-c", "\
     --workers ${UVICORN_WORKERS} \
     --proxy-headers \
     --no-access-log \
-"]
+    "]
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 905e279..699bdd6 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -15,6 +15,8 @@ from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
 from file_enrichment.dotnet import store_dotnet_results
 from file_enrichment.noseyparker import store_noseyparker_results
+from nemesis_dpapi import DpapiManager as NemesisDpapiManager
+from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg_pool import ConnectionPool
 
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
@@ -262,6 +264,21 @@ async def lifespan(app: FastAPI):
 
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
+    app.state.event_loop = asyncio.get_running_loop()
+
+    # Initialize global DpapiManager for the application lifetime
+    with DaprClient() as dapr_client:
+        secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+        dpapi_postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+    dpapi_manager = NemesisDpapiManager(
+        storage_backend=dpapi_postgres_connection_string,
+        auto_decrypt=True,
+        publisher=DaprDpapiEventPublisher(DaprClient(), loop=app.state.event_loop),
+    )
+    await dpapi_manager.__aenter__()
+    app.state.dpapi_manager = dpapi_manager
+
     try:
         # Initialize workflow runtime and modules
         module_execution_order = await initialize_workflow_runtime()
@@ -282,7 +299,7 @@ async def lifespan(app: FastAPI):
         logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
 
         # Start masterkey watcher in background
-        background_dpapi_task = asyncio.create_task(dpapi_background_monitor())
+        background_dpapi_task = asyncio.create_task(dpapi_background_monitor(app.state.dpapi_manager))
         logger.info("Started masterkey watcher task", pid=os.getpid())
 
         # Recover any interrupted workflows before starting normal processing
@@ -304,6 +321,11 @@ async def lifespan(app: FastAPI):
     try:
         logger.info("Shutting down workflow runtime...", pid=os.getpid())
 
+        # Cleanup DpapiManager
+        if hasattr(app.state, 'dpapi_manager') and app.state.dpapi_manager:
+            logger.info("Closing DpapiManager...", pid=os.getpid())
+            await app.state.dpapi_manager.__aexit__(None, None, None)
+
         # Cancel masterkey watcher task
         if background_dpapi_task and not background_dpapi_task.done():
             logger.info("Cancelling masterkey watcher task...", pid=os.getpid())
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 44306ed..76d33dc 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -2,6 +2,9 @@
 
 import asyncio
 import base64
+
+# Configure standard Python logger for nemesis_dpapi.eventing to DEBUG level
+import logging
 import urllib.parse
 from typing import Annotated
 from uuid import UUID
@@ -19,7 +22,7 @@ from common.models2.dpapi import (
 )
 from Crypto.Hash import SHA1
 from dapr.clients import DaprClient
-from fastapi import APIRouter, Body, Depends, HTTPException
+from fastapi import APIRouter, Body, Depends, HTTPException, Request
 from nemesis_dpapi import (
     DomainBackupKey,
     DpapiManager,
@@ -30,31 +33,76 @@ from nemesis_dpapi import (
     Pbkdf2Hash,
     Sha1Hash,
 )
-from nemesis_dpapi.eventing import DaprPublisher
+from nemesis_dpapi.eventing import (
+    DaprDpapiEventPublisher,
+    DpapiEvent,
+    DpapiObserver,
+    NewEncryptedMasterKeyEvent,
+    NewPlaintextMasterKeyEvent,
+)
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
 
+logging.getLogger("nemesis_dpapi.eventing").setLevel(logging.DEBUG)
+logging.getLogger("nemesis_dpapi.manager").setLevel(logging.DEBUG)
 logger = get_logger(__name__)
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+class PlaintextMasterKeyMonitor(DpapiObserver):
+    """Observer that monitors for new plaintext masterkeys."""
+
+    async def update(self, evnt: DpapiEvent) -> None:
+        """Called when a DPAPI event occurs."""
+        if isinstance(evnt, NewPlaintextMasterKeyEvent):
+            logger.warning(
+                "New plaintext masterkey detected",
+                event_type=type(evnt).__name__,
+                data=evnt,
+            )
+        elif isinstance(evnt, NewEncryptedMasterKeyEvent):
+            logger.warning(
+                "!!!!!!!!!!!!!!!!!!!! Received NewEncryptedMasterKeyEvent",
+                event_type=type(evnt).__name__,
+                data=evnt,
+            )
+        else:
+            logger.warning(
+                "Received unhandled DPAPI event",
+                event_type=type(evnt).__name__,
+                data=evnt,
+            )
 
 
-async def get_dpapi_manager() -> DpapiManager:
-    client = DaprClient()
-    return DpapiManager(
-        storage_backend=postgres_connection_string,
-        auto_decrypt=True,
-        publisher=DaprPublisher(client),
-    )
+def get_event_loop(request: Request):
+    return request.app.state.event_loop
+
+
+AsyncLoopDep = Annotated[asyncio.AbstractEventLoop, Depends(get_event_loop)]
+
+
+async def get_dpapi_manager(request: Request):
+    """Dependency that returns the global DpapiManager instance."""
+    manager = request.app.state.dpapi_manager
+    if manager is None:
+        raise RuntimeError("DpapiManager not initialized")
+    return manager
 
 
 DpapiManagerDep = Annotated[DpapiManager, Depends(get_dpapi_manager)]
 
 
-async def dpapi_background_monitor() -> None:
+async def get_masterkey_decryptor(dpapi_manager: DpapiManagerDep) -> MasterKeyDecryptorService:
+    return MasterKeyDecryptorService(dpapi_manager)
+
+
+MasterKeyDecryptorDep = Annotated[MasterKeyDecryptorService, Depends(get_masterkey_decryptor)]
+
+
+async def dpapi_background_monitor(dpapi_manager: DpapiManager) -> None:
     logger.info("Starting DPAPI background monitor task")
-    dpapi_manager = await get_dpapi_manager()
+
+    monitor = PlaintextMasterKeyMonitor()
+    logger.info("Subscribing PlaintextMasterKeyMonitor to DPAPI events")
+    await dpapi_manager.subscribe(monitor)
 
     # Add some sample masterkeys for testing
     # for i in range(64):
@@ -82,6 +130,7 @@ async def dpapi_background_monitor() -> None:
     #     except Exception as e:
     #         logger.error(f"Error adding sample masterkey {i + 1}/256: {e}")
 
+    logger.info("Entering DPAPI background monitor loop")
     while True:
         try:
             num_masterkeys = await dpapi_manager.get_all_masterkeys()
@@ -103,11 +152,6 @@ async def dpapi_background_monitor() -> None:
         await asyncio.sleep(5)
 
 
-# Get database connection string
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
 # Create the router directly - no prefix to maintain original URLs
 dpapi_router = APIRouter(tags=["dpapi"])
 
@@ -115,6 +159,7 @@ dpapi_router = APIRouter(tags=["dpapi"])
 @dpapi_router.post("/dpapi/credentials")
 async def submit_dpapi_credential(
     dpapi_manager: DpapiManagerDep,
+    decryptor: MasterKeyDecryptorDep,
     request: DpapiCredentialRequest = Body(..., description="The DPAPI credential data"),
 ):
     """Submit DPAPI credential for masterkey decryption."""
@@ -132,7 +177,7 @@ async def submit_dpapi_credential(
             elif isinstance(
                 request, (PasswordCredentialKey, NtlmHashCredentialKey, Sha1CredentialKey, Pbkdf2StrongCredentialKey)
             ):
-                result = await _handle_password_based_credential(dpapi_manager, request)
+                result = await _handle_password_based_credential(decryptor, request)
             else:
                 raise HTTPException(status_code=400, detail=f"Unsupported credential type: {request.type}")
 
@@ -220,11 +265,9 @@ async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request:
 
 
 async def _handle_password_based_credential(
-    dpapi_manager: DpapiManager,
+    decryptor: MasterKeyDecryptorService,
     request: PasswordCredentialKey | NtlmHashCredentialKey | Sha1CredentialKey | Pbkdf2StrongCredentialKey,
 ):
-    decryptor = MasterKeyDecryptorService(dpapi_manager)
-
     if isinstance(request, PasswordCredentialKey):
         c = Password(value=request.value)
     elif isinstance(request, NtlmHashCredentialKey):
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index b8d0ada..e5a5404 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -18,7 +18,6 @@ from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
 from file_enrichment_modules.module_loader import ModuleLoader
 from file_linking import FileLinkingEngine
-from nemesis_dpapi import DpapiManager
 
 logger = get_logger(__name__)
 
@@ -34,6 +33,7 @@ activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
 file_linking_engine: FileLinkingEngine = None
+dapr_client_for_dpapi: DaprClient = None
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
 gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
@@ -49,7 +49,13 @@ with DaprClient() as client:
 if not postgres_connection_string.startswith("postgres://"):
     raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
 
-dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
+# Create global DaprClient for DPAPI manager
+# This client will be used throughout the application lifecycle
+# dapr_client_for_dpapi = DaprClient()
+# dpapi_manager = DpapiManager(
+#     storage_backend=postgres_connection_string,
+#     publisher=DaprDpapiEventPublisher(dapr_client_for_dpapi),
+# )
 
 ##########################################
 #
@@ -873,12 +879,12 @@ async def initialize_workflow_runtime():
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    for module in workflow_runtime.modules.values():
-        if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
-            logger.debug(f"Setting 'dpapi_manager' for '{module}'")
-            module.dpapi_manager = dpapi_manager  # type: ignore
-        elif hasattr(workflow_runtime, "dpapi_manager"):
-            logger.debug(f"'dpapi_manager' already set for for '{module}'")
+    # for module in workflow_runtime.modules.values():
+    #     if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
+    #         logger.debug(f"Setting 'dpapi_manager' for '{module}'")
+    #         module.dpapi_manager = dpapi_manager  # type: ignore
+    #     elif hasattr(workflow_runtime, "dpapi_manager"):
+    #         logger.debug(f"'dpapi_manager' already set for for '{module}'")
 
     # Build dependency graph from filtered modules
     graph = build_dependency_graph(available_modules)

From 6e44601f47301ec120554152bfda2359355e5b57 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 2 Oct 2025 14:40:35 -0700
Subject: [PATCH 114/279] move subscription handlers to their own files

---
 .../file_enrichment/controller.py             | 266 ++----------------
 .../file_enrichment/subscriptions/__init__.py |   1 +
 .../subscriptions/bulk_enrichment_handler.py  |  36 +++
 .../subscriptions/dotnet_handler.py           |  70 +++++
 .../subscriptions/file_handler.py             |  97 +++++++
 .../subscriptions/noseyparker_handler.py      |  69 +++++
 6 files changed, 296 insertions(+), 243 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/subscriptions/__init__.py
 create mode 100644 projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
 create mode 100644 projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
 create mode 100644 projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
 create mode 100644 projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 699bdd6..65a6736 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -4,23 +4,23 @@ import json
 import os
 import random
 from contextlib import asynccontextmanager
-from datetime import datetime
 
 import psycopg
 from common.logger import get_logger
-from common.models import CloudEvent, DotNetOutput, File, NoseyParkerOutput
-from common.state_helpers import get_file_enriched
+from common.models import CloudEvent, File
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
-from file_enrichment.dotnet import store_dotnet_results
-from file_enrichment.noseyparker import store_noseyparker_results
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg_pool import ConnectionPool
 
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
 from .routes.enrichments import router as enrichments_router
+from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
+from .subscriptions.dotnet_handler import process_dotnet_event
+from .subscriptions.file_handler import process_file_event
+from .subscriptions.noseyparker_handler import process_noseyparker_event
 from .workflow import (
     get_workflow_client,
     initialize_workflow_runtime,
@@ -267,14 +267,14 @@ async def lifespan(app: FastAPI):
     app.state.event_loop = asyncio.get_running_loop()
 
     # Initialize global DpapiManager for the application lifetime
-    with DaprClient() as dapr_client:
-        secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-        dpapi_postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+    dapr_client = DaprClient()
+    secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+    dpapi_postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
     dpapi_manager = NemesisDpapiManager(
         storage_backend=dpapi_postgres_connection_string,
         auto_decrypt=True,
-        publisher=DaprDpapiEventPublisher(DaprClient(), loop=app.state.event_loop),
+        publisher=DaprDpapiEventPublisher(dapr_client, loop=app.state.event_loop),
     )
     await dpapi_manager.__aenter__()
     app.state.dpapi_manager = dpapi_manager
@@ -322,7 +322,7 @@ async def lifespan(app: FastAPI):
         logger.info("Shutting down workflow runtime...", pid=os.getpid())
 
         # Cleanup DpapiManager
-        if hasattr(app.state, 'dpapi_manager') and app.state.dpapi_manager:
+        if hasattr(app.state, "dpapi_manager") and app.state.dpapi_manager:
             logger.info("Closing DpapiManager...", pid=os.getpid())
             await app.state.dpapi_manager.__aexit__(None, None, None)
 
@@ -349,6 +349,8 @@ async def lifespan(app: FastAPI):
             await workflow_manager.cleanup()
 
         shutdown_workflow_runtime()
+
+        dapr_client.close()
     except Exception as e:
         logger.error("Error during workflow runtime shutdown", error=str(e), pid=os.getpid())
 
@@ -361,259 +363,37 @@ dapr_app = DaprApp(app)
 app.include_router(dpapi_router)
 app.include_router(enrichments_router)
 
+
+@app.api_route("/healthz", methods=["GET", "HEAD"])
+async def healthcheck():
+    """Health check endpoint for Docker healthcheck."""
+    return {"status": "healthy"}
+
+
 background_dpapi_task = None
 
 
-async def save_file_message(file: File):
-    """Save the file message to the database for recovery purposes"""
-    try:
-        # Only save files that are not nested (originating files)
-        if file.nesting_level and file.nesting_level > 0:
-            logger.debug(
-                "nesting_level > 0, not saving file message",
-                nesting_level=file.nesting_level,
-                object_id=file.object_id,
-                pid=os.getpid(),
-            )
-            return
-
-        def save_to_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    query = """
-                    INSERT INTO files (
-                        object_id, agent_id, source, project, timestamp, expiration,
-                        path, originating_object_id, originating_container_id, nesting_level,
-                        file_creation_time, file_access_time, file_modification_time
-                    ) VALUES (
-                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
-                    ) ON CONFLICT (object_id) DO UPDATE SET
-                        agent_id = EXCLUDED.agent_id,
-                        source = EXCLUDED.source,
-                        project = EXCLUDED.project,
-                        timestamp = EXCLUDED.timestamp,
-                        expiration = EXCLUDED.expiration,
-                        path = EXCLUDED.path,
-                        originating_object_id = EXCLUDED.originating_object_id,
-                        originating_container_id = EXCLUDED.originating_container_id,
-                        nesting_level = EXCLUDED.nesting_level,
-                        file_creation_time = EXCLUDED.file_creation_time,
-                        file_access_time = EXCLUDED.file_access_time,
-                        file_modification_time = EXCLUDED.file_modification_time,
-                        updated_at = CURRENT_TIMESTAMP;
-                    """
-
-                    cur.execute(
-                        query,
-                        (
-                            file.object_id,
-                            file.agent_id,
-                            file.source,
-                            file.project,
-                            file.timestamp,
-                            file.expiration,
-                            file.path,
-                            file.originating_object_id,
-                            getattr(file, "originating_container_id", None),
-                            file.nesting_level,
-                            datetime.fromisoformat(file.creation_time) if file.creation_time else None,
-                            datetime.fromisoformat(file.access_time) if file.access_time else None,
-                            datetime.fromisoformat(file.modification_time) if file.modification_time else None,
-                        ),
-                    )
-                    conn.commit()
-
-        await asyncio.to_thread(save_to_db)
-        logger.debug("Successfully saved file message to database", object_id=file.object_id, pid=os.getpid())
-
-    except Exception as e:
-        logger.exception(e, message="Error saving file message to database", object_id=file.object_id, pid=os.getpid())
-        raise
-
-
 @dapr_app.subscribe(pubsub="pubsub", topic="file")
 async def process_file(event: CloudEvent[File]):
     """Handler for incoming file events"""
     global workflow_manager
-    try:
-        file = event.data
-
-        # Save the file message to database first for recovery purposes
-        await save_file_message(file)
-
-        workflow_input = {
-            "file": file.model_dump(exclude_unset=True, mode="json"),
-            "execution_order": module_execution_order,
-        }
-
-        # This will block if we're at max capacity, providing natural backpressure
-        await workflow_manager.start_workflow(workflow_input)
-
-    except Exception as e:
-        logger.exception(e, message="Error processing file event", cloud_event=event, pid=os.getpid())
-
-
-# Removed process_yara - replaced by PostgreSQL NOTIFY listener
+    await process_file_event(event.data, workflow_manager, module_execution_order, pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
 async def process_dotnet_results(event: CloudEvent):
     """Handler for incoming .NET processing results from the dotnet_service."""
-    try:
-        raw_data = event.data
-        logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
-
-        # Try to parse the event data into our DotNetOutput model
-        try:
-            # If it's already a dict, use it directly
-            if isinstance(raw_data, dict):
-                dotnet_output = DotNetOutput(**raw_data)
-            # If it's a string, try to parse it as JSON
-            elif isinstance(raw_data, str):
-                import json
-
-                parsed_data = json.loads(raw_data)
-                dotnet_output = DotNetOutput(**parsed_data)
-            else:
-                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
-                return
-
-            object_id = dotnet_output.object_id
-            decompilation_object_id = dotnet_output.decompilation
-            analysis = dotnet_output.get_parsed_analysis()
-
-            logger.debug(f"Processing dotnet results for object {object_id}", pid=os.getpid())
-
-            # Get the file enriched data for creating transforms
-            file_enriched = None
-            try:
-                file_enriched = get_file_enriched(object_id)
-            except Exception as e:
-                logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
-
-            # Store the results in the database using our helper function
-            await store_dotnet_results(
-                object_id=object_id,
-                decompilation_object_id=decompilation_object_id,
-                analysis=analysis,
-                postgres_connection_string=postgres_connection_string,
-                file_enriched=file_enriched,
-            )
-
-        except Exception as parsing_error:
-            # If parsing fails, log the error and try to extract what we can
-            logger.warning(f"Error parsing DotNet output as model: {parsing_error}", pid=os.getpid())
-            logger.debug(f"Raw data: {raw_data}", pid=os.getpid())
-
-            # Try to extract object_id at minimum for logging
-            object_id = None
-            if hasattr(raw_data, "get"):
-                object_id = raw_data.get("object_id")
-            elif isinstance(raw_data, dict):
-                object_id = raw_data.get("object_id")
-
-            logger.error(f"Failed to process DotNet output for object_id: {object_id}", pid=os.getpid())
-
-    except Exception as e:
-        logger.exception(e, message="Error processing DotNet output event", pid=os.getpid())
+    await process_dotnet_event(event.data, postgres_connection_string)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
 async def process_nosey_parker_results(event: CloudEvent):
     """Handler for incoming Nosey Parker scan results"""
-    try:
-        # Extract the raw data
-        raw_data = event.data
-        # logger.debug(f"Received NoseyParker output event: {raw_data}", pid=os.getpid())
-
-        # Try to parse the event data into our NoseyParkerOutput model
-        try:
-            # If it's already a dict, use the from_dict factory method
-            if isinstance(raw_data, dict):
-                nosey_output = NoseyParkerOutput.from_dict(raw_data)
-            # If it's a string, try to parse it as JSON
-            elif isinstance(raw_data, str):
-                import json
-
-                parsed_data = json.loads(raw_data)
-                nosey_output = NoseyParkerOutput.from_dict(parsed_data)
-            else:
-                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
-                return
-
-            # Now process the properly parsed output
-            object_id = nosey_output.object_id
-            matches = nosey_output.scan_result.matches
-            stats = nosey_output.scan_result.stats
-
-            logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
-
-            # Store the findings in the database using our helper function
-            await store_noseyparker_results(
-                object_id=object_id,
-                matches=matches,
-                scan_stats=stats,
-                postgres_connection_string=postgres_connection_string,
-            )
-
-        except Exception as parsing_error:
-            # If parsing fails, fall back to direct dictionary access
-            logger.warning(f"Error parsing NoseyParker output as model: {parsing_error}", pid=os.getpid())
-
-            if hasattr(raw_data, "get"):
-                object_id = raw_data.get("object_id")
-                scan_result = raw_data.get("scan_result", {})
-                matches = scan_result.get("matches", [])
-                stats = scan_result.get("stats", {})
-
-                logger.debug(f"Using dict access: Found {len(matches)} matches for {object_id}", pid=os.getpid())
-
-                # Store the findings using direct dict access
-                await store_noseyparker_results(
-                    object_id=f"{object_id}",
-                    matches=matches,
-                    scan_stats=stats,
-                    postgres_connection_string=postgres_connection_string,
-                )
-
-    except Exception as e:
-        logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
+    await process_noseyparker_event(event.data, postgres_connection_string)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
 async def process_bulk_enrichment_task(event: CloudEvent):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
-    try:
-        data = event.data
-        enrichment_name = data.get("enrichment_name")
-        object_id = data.get("object_id")
-        bulk_id = data.get("bulk_id")
-
-        logger.debug(
-            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id, bulk_id=bulk_id
-        )
-
-        # Check if module exists
-        if not workflow_runtime or not workflow_runtime.modules:
-            logger.error("Workflow runtime or modules not initialized")
-            return
-
-        if enrichment_name not in workflow_runtime.modules:
-            logger.error(f"Enrichment module '{enrichment_name}' not found")
-            return
-
-        # Prepare workflow input for single enrichment
-        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id, "bulk_id": bulk_id}
-
-        # This will block if we're at max capacity, providing natural backpressure
-        await workflow_manager.start_workflow_single_enrichment(workflow_input)
-
-    except Exception as e:
-        logger.exception("Error processing bulk enrichment task", cloud_event=event, error=str(e))
-
-
-@app.api_route("/healthz", methods=["GET", "HEAD"])
-async def healthcheck():
-    """Health check endpoint for Docker healthcheck."""
-    return {"status": "healthy"}
+    await process_bulk_enrichment_event(event.data, workflow_manager, workflow_runtime)
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/__init__.py b/projects/file_enrichment/file_enrichment/subscriptions/__init__.py
new file mode 100644
index 0000000..55eb4ab
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/subscriptions/__init__.py
@@ -0,0 +1 @@
+"""Subscription handlers for Dapr events."""
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
new file mode 100644
index 0000000..325fedc
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
@@ -0,0 +1,36 @@
+"""Handler for bulk enrichment task subscription events."""
+
+from common.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+async def process_bulk_enrichment_event(data: dict, workflow_manager, workflow_runtime):
+    """Process individual bulk enrichment tasks"""
+    try:
+        enrichment_name = data.get("enrichment_name")
+        object_id = data.get("object_id")
+        bulk_id = data.get("bulk_id")
+
+        logger.debug(
+            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id, bulk_id=bulk_id
+        )
+
+        # Check if module exists
+        if not workflow_runtime or not workflow_runtime.modules:
+            logger.error("Workflow runtime or modules not initialized")
+            return
+
+        if enrichment_name not in workflow_runtime.modules:
+            logger.error(f"Enrichment module '{enrichment_name}' not found")
+            return
+
+        # Prepare workflow input for single enrichment
+        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id, "bulk_id": bulk_id}
+
+        # This will block if we're at max capacity, providing natural backpressure
+        await workflow_manager.start_workflow_single_enrichment(workflow_input)
+
+    except Exception as e:
+        logger.exception("Error processing bulk enrichment task", error=str(e))
+        raise
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
new file mode 100644
index 0000000..30e2d3e
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -0,0 +1,70 @@
+"""Handler for .NET output subscription events."""
+
+import json
+import os
+
+from common.logger import get_logger
+from common.models import DotNetOutput
+from common.state_helpers import get_file_enriched
+from file_enrichment.dotnet import store_dotnet_results
+
+logger = get_logger(__name__)
+
+
+async def process_dotnet_event(raw_data, postgres_connection_string: str):
+    """Process incoming .NET processing results from the dotnet_service"""
+    try:
+        logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
+
+        # Try to parse the event data into our DotNetOutput model
+        try:
+            # If it's already a dict, use it directly
+            if isinstance(raw_data, dict):
+                dotnet_output = DotNetOutput(**raw_data)
+            # If it's a string, try to parse it as JSON
+            elif isinstance(raw_data, str):
+                parsed_data = json.loads(raw_data)
+                dotnet_output = DotNetOutput(**parsed_data)
+            else:
+                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
+                return
+
+            object_id = dotnet_output.object_id
+            decompilation_object_id = dotnet_output.decompilation
+            analysis = dotnet_output.get_parsed_analysis()
+
+            logger.debug(f"Processing dotnet results for object {object_id}", pid=os.getpid())
+
+            # Get the file enriched data for creating transforms
+            file_enriched = None
+            try:
+                file_enriched = get_file_enriched(object_id)
+            except Exception as e:
+                logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
+
+            # Store the results in the database using our helper function
+            await store_dotnet_results(
+                object_id=object_id,
+                decompilation_object_id=decompilation_object_id,
+                analysis=analysis,
+                postgres_connection_string=postgres_connection_string,
+                file_enriched=file_enriched,
+            )
+
+        except Exception as parsing_error:
+            # If parsing fails, log the error and try to extract what we can
+            logger.warning(f"Error parsing DotNet output as model: {parsing_error}", pid=os.getpid())
+            logger.debug(f"Raw data: {raw_data}", pid=os.getpid())
+
+            # Try to extract object_id at minimum for logging
+            object_id = None
+            if hasattr(raw_data, "get"):
+                object_id = raw_data.get("object_id")
+            elif isinstance(raw_data, dict):
+                object_id = raw_data.get("object_id")
+
+            logger.error(f"Failed to process DotNet output for object_id: {object_id}", pid=os.getpid())
+
+    except Exception as e:
+        logger.exception(e, message="Error processing DotNet output event", pid=os.getpid())
+        raise
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
new file mode 100644
index 0000000..e7ef01c
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
@@ -0,0 +1,97 @@
+"""Handler for file subscription events."""
+
+import asyncio
+import os
+from datetime import datetime
+
+from common.logger import get_logger
+from common.models import File
+from psycopg_pool import ConnectionPool
+
+logger = get_logger(__name__)
+
+
+async def save_file_message(file: File, pool: ConnectionPool):
+    """Save the file message to the database for recovery purposes"""
+    try:
+        # Only save files that are not nested (originating files)
+        if file.nesting_level and file.nesting_level > 0:
+            logger.debug(
+                "nesting_level > 0, not saving file message",
+                nesting_level=file.nesting_level,
+                object_id=file.object_id,
+                pid=os.getpid(),
+            )
+            return
+
+        def save_to_db():
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    query = """
+                    INSERT INTO files (
+                        object_id, agent_id, source, project, timestamp, expiration,
+                        path, originating_object_id, originating_container_id, nesting_level,
+                        file_creation_time, file_access_time, file_modification_time
+                    ) VALUES (
+                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
+                    ) ON CONFLICT (object_id) DO UPDATE SET
+                        agent_id = EXCLUDED.agent_id,
+                        source = EXCLUDED.source,
+                        project = EXCLUDED.project,
+                        timestamp = EXCLUDED.timestamp,
+                        expiration = EXCLUDED.expiration,
+                        path = EXCLUDED.path,
+                        originating_object_id = EXCLUDED.originating_object_id,
+                        originating_container_id = EXCLUDED.originating_container_id,
+                        nesting_level = EXCLUDED.nesting_level,
+                        file_creation_time = EXCLUDED.file_creation_time,
+                        file_access_time = EXCLUDED.file_access_time,
+                        file_modification_time = EXCLUDED.file_modification_time,
+                        updated_at = CURRENT_TIMESTAMP;
+                    """
+
+                    cur.execute(
+                        query,
+                        (
+                            file.object_id,
+                            file.agent_id,
+                            file.source,
+                            file.project,
+                            file.timestamp,
+                            file.expiration,
+                            file.path,
+                            file.originating_object_id,
+                            getattr(file, "originating_container_id", None),
+                            file.nesting_level,
+                            datetime.fromisoformat(file.creation_time) if file.creation_time else None,
+                            datetime.fromisoformat(file.access_time) if file.access_time else None,
+                            datetime.fromisoformat(file.modification_time) if file.modification_time else None,
+                        ),
+                    )
+                    conn.commit()
+
+        await asyncio.to_thread(save_to_db)
+        logger.debug("Successfully saved file message to database", object_id=file.object_id, pid=os.getpid())
+
+    except Exception as e:
+        logger.exception(e, message="Error saving file message to database", object_id=file.object_id, pid=os.getpid())
+        raise
+
+
+async def process_file_event(file: File, workflow_manager, module_execution_order: list, pool: ConnectionPool):
+    """Process incoming file events"""
+    try:
+        # Save the file message to database first for recovery purposes
+        await save_file_message(file, pool)
+
+        workflow_input = {
+            "file": file.model_dump(exclude_unset=True, mode="json"),
+            "execution_order": module_execution_order,
+        }
+
+        # This will block if we're at max capacity, providing natural backpressure
+        await workflow_manager.start_workflow(workflow_input)
+
+    except Exception as e:
+        logger.exception(e, message="Error processing file event", pid=os.getpid())
+        raise
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
new file mode 100644
index 0000000..c5bdb3e
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
@@ -0,0 +1,69 @@
+"""Handler for Nosey Parker output subscription events."""
+
+import json
+import os
+
+from common.logger import get_logger
+from common.models import NoseyParkerOutput
+from file_enrichment.noseyparker import store_noseyparker_results
+
+logger = get_logger(__name__)
+
+
+async def process_noseyparker_event(raw_data, postgres_connection_string: str):
+    """Process incoming Nosey Parker scan results"""
+    try:
+        # Extract the raw data
+        # logger.debug(f"Received NoseyParker output event: {raw_data}", pid=os.getpid())
+
+        # Try to parse the event data into our NoseyParkerOutput model
+        try:
+            # If it's already a dict, use the from_dict factory method
+            if isinstance(raw_data, dict):
+                nosey_output = NoseyParkerOutput.from_dict(raw_data)
+            # If it's a string, try to parse it as JSON
+            elif isinstance(raw_data, str):
+                parsed_data = json.loads(raw_data)
+                nosey_output = NoseyParkerOutput.from_dict(parsed_data)
+            else:
+                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
+                return
+
+            # Now process the properly parsed output
+            object_id = nosey_output.object_id
+            matches = nosey_output.scan_result.matches
+            stats = nosey_output.scan_result.stats
+
+            logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
+
+            # Store the findings in the database using our helper function
+            await store_noseyparker_results(
+                object_id=object_id,
+                matches=matches,
+                scan_stats=stats,
+                postgres_connection_string=postgres_connection_string,
+            )
+
+        except Exception as parsing_error:
+            # If parsing fails, fall back to direct dictionary access
+            logger.warning(f"Error parsing NoseyParker output as model: {parsing_error}", pid=os.getpid())
+
+            if hasattr(raw_data, "get"):
+                object_id = raw_data.get("object_id")
+                scan_result = raw_data.get("scan_result", {})
+                matches = scan_result.get("matches", [])
+                stats = scan_result.get("stats", {})
+
+                logger.debug(f"Using dict access: Found {len(matches)} matches for {object_id}", pid=os.getpid())
+
+                # Store the findings using direct dict access
+                await store_noseyparker_results(
+                    object_id=f"{object_id}",
+                    matches=matches,
+                    scan_stats=stats,
+                    postgres_connection_string=postgres_connection_string,
+                )
+
+    except Exception as e:
+        logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
+        raise

From d1e9b279d99595a594a3ae908313c67fd9bc031e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 2 Oct 2025 14:53:30 -0700
Subject: [PATCH 115/279] cleanup controller more

---
 .../file_enrichment/controller.py             | 108 +++---------------
 .../file_enrichment/postgres_notifications.py |  83 ++++++++++++++
 .../subscriptions/dotnet_handler.py           |   3 +-
 3 files changed, 100 insertions(+), 94 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/postgres_notifications.py

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 65a6736..d67fc23 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,12 +5,12 @@ import os
 import random
 from contextlib import asynccontextmanager
 
-import psycopg
 from common.logger import get_logger
 from common.models import CloudEvent, File
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
+from file_enrichment.postgres_notifications import postgres_notify_listener
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg_pool import ConnectionPool
@@ -21,13 +21,7 @@ from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
 from .subscriptions.dotnet_handler import process_dotnet_event
 from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
-from .workflow import (
-    get_workflow_client,
-    initialize_workflow_runtime,
-    reload_yara_rules,
-    shutdown_workflow_runtime,
-    workflow_runtime,
-)
+from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, workflow_runtime
 from .workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
@@ -55,8 +49,8 @@ workflow_manager: WorkflowManager = None
 bulk_enrichment_tasks = {}  # {enrichment_name: task_info}
 bulk_enrichment_lock = asyncio.Lock()
 
-# PostgreSQL LISTEN/NOTIFY client
-notify_listener_task = None
+postgres_notify_listener_task = None
+background_dpapi_task = None
 
 
 async def recover_interrupted_workflows():
@@ -184,83 +178,10 @@ async def recover_interrupted_workflows():
         # Don't raise - we want the service to continue even if recovery fails
 
 
-async def postgres_notify_listener():
-    """
-    Listen for PostgreSQL NOTIFY events for yara reload and workflow reset.
-    Runs in background task to handle notifications across all workers/replicas.
-    """
-    global workflow_manager
-
-    logger.info("Starting PostgreSQL NOTIFY listener...", pid=os.getppid())
-
-    retry_delay = 1  # Start with 1 second retry delay
-    max_retry_delay = 60  # Max 60 seconds between retries
-
-    while True:
-        try:
-            # Use async connection for LISTEN
-            async with await psycopg.AsyncConnection.connect(postgres_connection_string, autocommit=True) as conn:
-                logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
-                retry_delay = 1  # Reset retry delay on successful connection
-
-                # Listen to our notification channels
-                await conn.execute("LISTEN nemesis_yara_reload")
-                await conn.execute("LISTEN nemesis_workflow_reset")
-
-                logger.info(
-                    "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
-                    pid=os.getppid(),
-                )
-
-                # Process notifications with timeout to prevent hanging
-                try:
-                    async for notify in conn.notifies():
-                        try:
-                            logger.info(
-                                f"Received PostgreSQL notification: channel={notify.channel}, payload={notify.payload}, pid={os.getpid()}"
-                            )
-
-                            if notify.channel == "nemesis_yara_reload":
-                                logger.info("Processing yara reload notification", pid=os.getppid())
-                                reload_yara_rules()
-
-                            elif notify.channel == "nemesis_workflow_reset":
-                                logger.info("Processing workflow reset notification", pid=os.getppid())
-                                if workflow_manager is not None:
-                                    result = await workflow_manager.reset()
-                                    logger.info("Workflow manager reset completed", result=result)
-                                else:
-                                    logger.warning("Workflow manager not initialized, skipping reset")
-
-                        except Exception as e:
-                            logger.exception(
-                                "Error processing PostgreSQL notification",
-                                channel=notify.channel,
-                                payload=notify.payload,
-                                error=str(e),
-                                pid=os.getpid(),
-                            )
-                except asyncio.CancelledError:
-                    logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
-                    break
-                except Exception as e:
-                    logger.exception("Error in notification loop", error=str(e), pid=os.getpid())
-                    raise
-
-        except Exception as e:
-            logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e), pid=os.getppid())
-
-            # Exponential backoff with jitter
-            await asyncio.sleep(retry_delay + (retry_delay * 0.1))  # Add 10% jitter
-            retry_delay = min(retry_delay * 2, max_retry_delay)
-
-            logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...", pid=os.getppid())
-
-
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """FastAPI lifespan manager for workflow runtime setup/teardown"""
-    global module_execution_order, workflow_manager, notify_listener_task, background_dpapi_task
+    global module_execution_order, workflow_manager, postgres_notify_listener_task, background_dpapi_task
 
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
@@ -269,10 +190,10 @@ async def lifespan(app: FastAPI):
     # Initialize global DpapiManager for the application lifetime
     dapr_client = DaprClient()
     secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    dpapi_postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
     dpapi_manager = NemesisDpapiManager(
-        storage_backend=dpapi_postgres_connection_string,
+        storage_backend=postgres_connection_string,
         auto_decrypt=True,
         publisher=DaprDpapiEventPublisher(dapr_client, loop=app.state.event_loop),
     )
@@ -295,7 +216,9 @@ async def lifespan(app: FastAPI):
         )
 
         # Start PostgreSQL NOTIFY listener in background
-        notify_listener_task = asyncio.create_task(postgres_notify_listener())
+        postgres_notify_listener_task = asyncio.create_task(
+            postgres_notify_listener(postgres_connection_string, workflow_manager)
+        )
         logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
 
         # Start masterkey watcher in background
@@ -336,11 +259,11 @@ async def lifespan(app: FastAPI):
                 logger.info("Masterkey watcher task cancelled", pid=os.getpid())
 
         # Cancel PostgreSQL NOTIFY listener
-        if notify_listener_task and not notify_listener_task.done():
+        if postgres_notify_listener_task and not postgres_notify_listener_task.done():
             logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
-            notify_listener_task.cancel()
+            postgres_notify_listener_task.cancel()
             try:
-                await notify_listener_task
+                await postgres_notify_listener_task
             except asyncio.CancelledError:
                 logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
 
@@ -359,7 +282,7 @@ async def lifespan(app: FastAPI):
 app = FastAPI(lifespan=lifespan)
 dapr_app = DaprApp(app)
 
-# Include routers
+# region API Routers/Endpoints
 app.include_router(dpapi_router)
 app.include_router(enrichments_router)
 
@@ -370,9 +293,10 @@ async def healthcheck():
     return {"status": "healthy"}
 
 
-background_dpapi_task = None
+# endregion
 
 
+# region Dapr Subscriptions
 @dapr_app.subscribe(pubsub="pubsub", topic="file")
 async def process_file(event: CloudEvent[File]):
     """Handler for incoming file events"""
diff --git a/projects/file_enrichment/file_enrichment/postgres_notifications.py b/projects/file_enrichment/file_enrichment/postgres_notifications.py
new file mode 100644
index 0000000..f5003d4
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/postgres_notifications.py
@@ -0,0 +1,83 @@
+# src/workflow/controller.py
+import asyncio
+import os
+
+import psycopg
+from common.logger import get_logger
+
+from .workflow import reload_yara_rules
+from .workflow_manager import WorkflowManager
+
+logger = get_logger(__name__)
+
+
+async def postgres_notify_listener(postgres_connection_string: str, workflow_manager: WorkflowManager) -> None:
+    """
+    Listen for PostgreSQL NOTIFY events for yara reload and workflow reset.
+    Runs in background task to handle notifications across all workers/replicas.
+    """
+
+    logger.info("Starting PostgreSQL NOTIFY listener...", pid=os.getppid())
+
+    retry_delay = 1  # Start with 1 second retry delay
+    max_retry_delay = 60  # Max 60 seconds between retries
+
+    while True:
+        try:
+            # Use async connection for LISTEN
+            async with await psycopg.AsyncConnection.connect(postgres_connection_string, autocommit=True) as conn:
+                logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
+                retry_delay = 1  # Reset retry delay on successful connection
+
+                # Listen to our notification channels
+                await conn.execute("LISTEN nemesis_yara_reload")
+                await conn.execute("LISTEN nemesis_workflow_reset")
+
+                logger.info(
+                    "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
+                    pid=os.getppid(),
+                )
+
+                # Process notifications with timeout to prevent hanging
+                try:
+                    async for notify in conn.notifies():
+                        try:
+                            logger.info(
+                                f"Received PostgreSQL notification: channel={notify.channel}, payload={notify.payload}, pid={os.getpid()}"
+                            )
+
+                            if notify.channel == "nemesis_yara_reload":
+                                logger.info("Processing yara reload notification", pid=os.getppid())
+                                reload_yara_rules()
+
+                            elif notify.channel == "nemesis_workflow_reset":
+                                logger.info("Processing workflow reset notification", pid=os.getppid())
+                                if workflow_manager is not None:
+                                    result = await workflow_manager.reset()
+                                    logger.info("Workflow manager reset completed", result=result)
+                                else:
+                                    logger.warning("Workflow manager not initialized, skipping reset")
+
+                        except Exception as e:
+                            logger.exception(
+                                "Error processing PostgreSQL notification",
+                                channel=notify.channel,
+                                payload=notify.payload,
+                                error=str(e),
+                                pid=os.getpid(),
+                            )
+                except asyncio.CancelledError:
+                    logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                    break
+                except Exception as e:
+                    logger.exception("Error in notification loop", error=str(e), pid=os.getpid())
+                    raise
+
+        except Exception as e:
+            logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e), pid=os.getppid())
+
+            # Exponential backoff with jitter
+            await asyncio.sleep(retry_delay + (retry_delay * 0.1))  # Add 10% jitter
+            retry_delay = min(retry_delay * 2, max_retry_delay)
+
+            logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...", pid=os.getppid())
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index 30e2d3e..e2bd8de 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -26,8 +26,7 @@ async def process_dotnet_event(raw_data, postgres_connection_string: str):
                 parsed_data = json.loads(raw_data)
                 dotnet_output = DotNetOutput(**parsed_data)
             else:
-                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
-                return
+                raise ValueError(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
 
             object_id = dotnet_output.object_id
             decompilation_object_id = dotnet_output.decompilation

From dca656ea3b1dd10481882425b49f8dc93a8fd274 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 2 Oct 2025 15:13:09 -0700
Subject: [PATCH 116/279] move workflow recoverly out of controller

---
 .../file_enrichment/controller.py             | 131 +----------------
 .../file_enrichment/workflow_recovery.py      | 135 ++++++++++++++++++
 2 files changed, 137 insertions(+), 129 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/workflow_recovery.py

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index d67fc23..2a8f7de 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -1,8 +1,5 @@
-# src/workflow/controller.py
 import asyncio
-import json
 import os
-import random
 from contextlib import asynccontextmanager
 
 from common.logger import get_logger
@@ -11,6 +8,7 @@ from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
 from file_enrichment.postgres_notifications import postgres_notify_listener
+from file_enrichment.workflow_recovery import recover_interrupted_workflows
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg_pool import ConnectionPool
@@ -53,131 +51,6 @@ postgres_notify_listener_task = None
 background_dpapi_task = None
 
 
-async def recover_interrupted_workflows():
-    """
-    Recover workflows that were interrupted during system shutdown.
-
-    NOTE/TODO:  if using multiple replicas or k8s, this process should be moved
-                into a single instance and not replicated multiple times
-    """
-    try:
-        # Tandom sleep delay to help with the worker overlap on recovery
-        #   This, combined with the single atomic DELETE query, should
-        #   ensure that only one worker will recover the workflows.
-        delay = random.uniform(0, 10)
-        logger.info(f"Workflow recovery starting in {delay:.1f} seconds...", pid=os.getpid())
-        await asyncio.sleep(delay)
-
-        logger.info("Starting workflow recovery process...", pid=os.getpid())
-
-        def get_and_delete_running_workflows():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    # Atomic DELETE with RETURNING - only one worker will get the interrupted workflows
-                    cur.execute("""
-                        DELETE FROM workflows
-                        WHERE status = 'RUNNING'
-                        RETURNING object_id
-                    """)
-                    running_ids = [row[0] for row in cur.fetchall()]
-                    conn.commit()
-
-                    if running_ids:
-                        logger.info(f"Atomically claimed {len(running_ids)} interrupted workflows", pid=os.getpid())
-
-                    return running_ids
-
-        def get_file_data_and_cleanup(object_ids):
-            recovered_files = []
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    for object_id in object_ids:
-                        # Get file data for reconstruction
-                        cur.execute(
-                            """
-                            SELECT object_id, agent_id, source, project, timestamp, expiration,
-                                   path, originating_object_id, originating_container_id, nesting_level,
-                                   file_creation_time, file_access_time, file_modification_time
-                            FROM files WHERE object_id = %s
-                        """,
-                            (object_id,),
-                        )
-
-                        row = cur.fetchone()
-                        if row:
-                            # Convert database row to File-compatible dict
-                            file_data = {
-                                "object_id": str(row[0]),
-                                "agent_id": row[1],
-                                "source": row[2],
-                                "project": row[3],
-                                "timestamp": row[4],
-                                "expiration": row[5],
-                                "path": row[6],
-                                "originating_object_id": str(row[7]) if row[7] else None,
-                                "originating_container_id": str(row[8]) if row[8] else None,
-                                "nesting_level": row[9],
-                                "creation_time": row[10].isoformat() if row[10] else None,
-                                "access_time": row[11].isoformat() if row[11] else None,
-                                "modification_time": row[12].isoformat() if row[12] else None,
-                            }
-                            recovered_files.append(file_data)
-                            logger.debug("Recovered file data for workflow", object_id=object_id, pid=os.getpid())
-                        else:
-                            logger.warning("No file data found for workflow", object_id=object_id, pid=os.getpid())
-
-                    conn.commit()
-
-            return recovered_files
-
-        # Get interrupted workflows
-        running_object_ids = await asyncio.to_thread(get_and_delete_running_workflows)
-
-        if not running_object_ids:
-            logger.info("No interrupted workflows found", pid=os.getpid())
-            return
-
-        logger.info(f"Found {len(running_object_ids)} interrupted workflows to recover", pid=os.getpid())
-
-        # Get file data and clean up partial results
-        recovered_files = await asyncio.to_thread(get_file_data_and_cleanup, running_object_ids)
-
-        if not recovered_files:
-            logger.warning("No file data found for interrupted workflows", pid=os.getpid())
-            return
-
-        # Republish recovered files with priority
-        with DaprClient() as client:
-            for file_data in recovered_files:
-                try:
-                    # Filter out None values for File object creation
-                    clean_file_data = {k: v for k, v in file_data.items() if v is not None}
-
-                    # Create File object from recovered data
-                    file_obj = File(**clean_file_data)
-
-                    # Publish with priority=3 for immediate processing
-                    client.publish_event(
-                        pubsub_name="pubsub",
-                        topic_name="file",
-                        data=json.dumps(file_obj.model_dump(exclude_unset=True, mode="json")),
-                        data_content_type="application/json",
-                        metadata=[("priority", "3")],
-                    )
-
-                    logger.info("Republished interrupted workflow", object_id=file_data["object_id"], pid=os.getpid())
-
-                except Exception as e:
-                    logger.exception(f"Failed to republish workflow {file_data['object_id']}: {e}")
-                    logger.error("File data that caused error", file_data=file_data)
-
-        logger.info(f"Successfully recovered {len(recovered_files)} interrupted workflows", pid=os.getpid())
-
-    except Exception as e:
-        logger.exception("Error during workflow recovery", error=str(e), pid=os.getpid())
-        # Don't raise - we want the service to continue even if recovery fails
-
-
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """FastAPI lifespan manager for workflow runtime setup/teardown"""
@@ -226,7 +99,7 @@ async def lifespan(app: FastAPI):
         logger.info("Started masterkey watcher task", pid=os.getpid())
 
         # Recover any interrupted workflows before starting normal processing
-        await recover_interrupted_workflows()
+        await recover_interrupted_workflows(pool)
 
         logger.info(
             "Workflow runtime initialized successfully",
diff --git a/projects/file_enrichment/file_enrichment/workflow_recovery.py b/projects/file_enrichment/file_enrichment/workflow_recovery.py
new file mode 100644
index 0000000..d91e3f3
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/workflow_recovery.py
@@ -0,0 +1,135 @@
+import asyncio
+import json
+import os
+import random
+
+from common.logger import get_logger
+from common.models import File
+from dapr.clients import DaprClient
+
+logger = get_logger(__name__)
+
+
+async def recover_interrupted_workflows(pool) -> None:
+    """
+    Recover workflows that were interrupted during system shutdown.
+
+    NOTE/TODO:  if using multiple replicas or k8s, this process should be moved
+                into a single instance and not replicated multiple times
+    """
+    try:
+        # Tandom sleep delay to help with the worker overlap on recovery
+        #   This, combined with the single atomic DELETE query, should
+        #   ensure that only one worker will recover the workflows.
+        delay = random.uniform(0, 10)
+        logger.info(f"Workflow recovery starting in {delay:.1f} seconds...", pid=os.getpid())
+        await asyncio.sleep(delay)
+
+        logger.info("Starting workflow recovery process...", pid=os.getpid())
+
+        def get_and_delete_running_workflows():
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    # Atomic DELETE with RETURNING - only one worker will get the interrupted workflows
+                    cur.execute("""
+                        DELETE FROM workflows
+                        WHERE status = 'RUNNING'
+                        RETURNING object_id
+                    """)
+                    running_ids = [row[0] for row in cur.fetchall()]
+                    conn.commit()
+
+                    if running_ids:
+                        logger.info(f"Atomically claimed {len(running_ids)} interrupted workflows", pid=os.getpid())
+
+                    return running_ids
+
+        def get_file_data_and_cleanup(object_ids):
+            recovered_files = []
+            with pool.connection() as conn:
+                with conn.cursor() as cur:
+                    for object_id in object_ids:
+                        # Get file data for reconstruction
+                        cur.execute(
+                            """
+                            SELECT object_id, agent_id, source, project, timestamp, expiration,
+                                   path, originating_object_id, originating_container_id, nesting_level,
+                                   file_creation_time, file_access_time, file_modification_time
+                            FROM files WHERE object_id = %s
+                        """,
+                            (object_id,),
+                        )
+
+                        row = cur.fetchone()
+                        if row:
+                            # Convert database row to File-compatible dict
+                            file_data = {
+                                "object_id": str(row[0]),
+                                "agent_id": row[1],
+                                "source": row[2],
+                                "project": row[3],
+                                "timestamp": row[4],
+                                "expiration": row[5],
+                                "path": row[6],
+                                "originating_object_id": str(row[7]) if row[7] else None,
+                                "originating_container_id": str(row[8]) if row[8] else None,
+                                "nesting_level": row[9],
+                                "creation_time": row[10].isoformat() if row[10] else None,
+                                "access_time": row[11].isoformat() if row[11] else None,
+                                "modification_time": row[12].isoformat() if row[12] else None,
+                            }
+                            recovered_files.append(file_data)
+                            logger.debug("Recovered file data for workflow", object_id=object_id, pid=os.getpid())
+                        else:
+                            logger.warning("No file data found for workflow", object_id=object_id, pid=os.getpid())
+
+                    conn.commit()
+
+            return recovered_files
+
+        # Get interrupted workflows
+        running_object_ids = await asyncio.to_thread(get_and_delete_running_workflows)
+
+        if not running_object_ids:
+            logger.info("No interrupted workflows found", pid=os.getpid())
+            return
+
+        logger.info(f"Found {len(running_object_ids)} interrupted workflows to recover", pid=os.getpid())
+
+        # Get file data and clean up partial results
+        recovered_files = await asyncio.to_thread(get_file_data_and_cleanup, running_object_ids)
+
+        if not recovered_files:
+            logger.warning("No file data found for interrupted workflows", pid=os.getpid())
+            return
+
+        # Republish recovered files with priority
+        with DaprClient() as client:
+            for file_data in recovered_files:
+                try:
+                    # Filter out None values for File object creation
+                    clean_file_data = {k: v for k, v in file_data.items() if v is not None}
+
+                    # Create File object from recovered data
+                    file_obj = File(**clean_file_data)
+
+                    # Publish with priority=3 for immediate processing
+                    client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="file",
+                        data=json.dumps(file_obj.model_dump(exclude_unset=True, mode="json")),
+                        data_content_type="application/json",
+                        metadata=(("priority", "3"),),
+                    )
+
+                    logger.info("Republished interrupted workflow", object_id=file_data["object_id"], pid=os.getpid())
+
+                except Exception as e:
+                    logger.exception(f"Failed to republish workflow {file_data['object_id']}: {e}")
+                    logger.error("File data that caused error", file_data=file_data)
+
+        logger.info(f"Successfully recovered {len(recovered_files)} interrupted workflows", pid=os.getpid())
+
+    except Exception as e:
+        logger.exception("Error during workflow recovery", error=str(e), pid=os.getpid())
+        # Don't raise - we want the service to continue even if recovery fails

From 5eb4f63324cc9328e1d729c915c5886b50c473c2 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 3 Oct 2025 14:55:31 +0900
Subject: [PATCH 117/279] Changed SYSTEM masterkey linkings to not use rules

- Changed SYSTEM masterkey linkings to not use rules (instead using parsed data to determine it's a masterkey)
---
 .../dpapi_masterkey/analyzer.py               | 137 ++++++++++++++++++
 .../rules/windows/dpapi_master_keys.yaml      |  23 ---
 2 files changed, 137 insertions(+), 23 deletions(-)
 delete mode 100644 libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 4f34d74..3b0624a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -2,7 +2,10 @@
 import asyncio
 import re
 from typing import TYPE_CHECKING
+import psycopg
+import ntpath
 
+from file_linking.helpers import add_file_linking
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
@@ -11,6 +14,7 @@ from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
+from psycopg.rows import dict_row
 
 if TYPE_CHECKING:
     from nemesis_dpapi import DpapiManager
@@ -33,6 +37,12 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             re.IGNORECASE,
         )
 
+        # Get PostgreSQL connection string
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Check if this file should be processed as a DPAPI masterkey file.
 
@@ -50,6 +60,127 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
         return self.guid_pattern.match(file_name_lower) is not None
 
+
+    def _find_existing_hive(self, file_enriched, target_hive_path: str) -> str | None:
+        """Find an existing hive by path."""
+        try:
+            with psycopg.connect(self._conninfo, row_factory=dict_row) as conn:
+                with conn.cursor() as cur:
+                    # Look for existing hive by path
+                    cur.execute(
+                        """
+                        SELECT object_id
+                        FROM files_enriched
+                        WHERE source = %s
+                        AND LOWER(path) = LOWER(%s)
+                        ORDER BY timestamp DESC
+                        LIMIT 1
+                    """,
+                        (file_enriched.source, target_hive_path),
+                    )
+
+                    result = cur.fetchone()
+                    if result:
+                        return str(result["object_id"])  # Convert UUID to string
+
+                    # Fallback query: look for registry files by magic_type and enrichment results
+                    # Extract the hive type from the target path (e.g., SECURITY from ...\\Windows\\System32\\Config\\SECURITY)
+                    target_hive_type = ntpath.basename(target_hive_path).upper()
+
+                    cur.execute(
+                        """
+                        SELECT fe.object_id
+                        FROM files_enriched fe
+                        JOIN enrichments e ON fe.object_id = e.object_id
+                        WHERE fe.source = %s
+                        AND fe.magic_type = 'MS Windows registry file, NT/2000 or above'
+                        AND e.module_name = 'registry_hive'
+                        AND e.result_data->'results'->'hive_type' = %s
+                        ORDER BY fe.timestamp DESC
+                        LIMIT 1
+                    """,
+                        (file_enriched.source, f'"{target_hive_type}"'),
+                    )
+
+                    result = cur.fetchone()
+                    if result:
+                        return str(result["object_id"])  # Convert UUID to string
+
+        except Exception as e:
+            logger.error(f"Failed to find existing hive {target_hive_path}: {e}")
+
+        return None
+
+
+    def _get_existing_hive_path(self, file_enriched, standard_path: str) -> str:
+        """Get the actual path of an existing hive, or return the standard path if not found."""
+        # First try to find an existing hive
+        object_id = self._find_existing_hive(file_enriched, standard_path)
+
+        if object_id:
+            # Found an existing hive, get its actual path from the database
+            try:
+                with psycopg.connect(self._conninfo, row_factory=dict_row) as conn:
+                    with conn.cursor() as cur:
+                        cur.execute(
+                            """
+                            SELECT path
+                            FROM files_enriched
+                            WHERE object_id = %s
+                            LIMIT 1
+                        """,
+                            (object_id,),
+                        )
+
+                        result = cur.fetchone()
+                        if result and result["path"]:
+                            logger.debug(f"Found existing hive at {result['path']} instead of {standard_path}")
+                            return result["path"]
+            except Exception as e:
+                logger.error(f"Failed to get path for existing hive {object_id}: {e}")
+
+        # Fall back to standard path if not found or on error
+        return standard_path
+
+
+    def _create_proactive_file_linkings(self, file_enriched):
+        """Create proactive file linkings for the related registry hives."""
+        if not file_enriched.source or not file_enriched.path:
+            return
+
+        drive, _ = ntpath.splitdrive(file_enriched.path)
+        if not drive:
+            logger.warning(f"Could not extract drive from path: {file_enriched.path}")
+            return
+
+        try:
+            # Link to SYSTEM and SECURITY hives, needed to decrypt the SYSTEM masterkeys
+            system_standard_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+            security_standard_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+
+            system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
+            security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
+
+            add_file_linking(
+                source=file_enriched.source,
+                source_file_path=file_enriched.path,
+                linked_file_path=system_path,
+                link_type="system_hive",
+                collection_reason=f"Needed to decrypt the DPAPI_SYSTEM secret",
+            )
+
+            add_file_linking(
+                source=file_enriched.source,
+                source_file_path=file_enriched.path,
+                linked_file_path=security_path,
+                link_type="security_hive",
+                collection_reason="Needed to decrypt the DPAPI_SYSTEM secret",
+            )
+
+        except Exception as e:
+            logger.error(f"Failed to create proactive file linkings: {e}")
+
+
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
 
@@ -102,6 +233,12 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 if file_path:
                     # Use provided file path
                     masterkey_file = self._parse_masterkey_file(file_path)
+                    try:
+                        # MasterKeyPolicy bit of NO_BACKUP, present for just SYSTEM keys
+                        if masterkey_file.policy.value & 2:
+                            self._create_proactive_file_linkings(file_enriched)
+                    except:
+                        pass
                 else:
                     # Download the file and parse it
                     with self.storage.download(file_enriched.object_id) as temp_file:
diff --git a/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml b/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml
deleted file mode 100644
index e1233b4..0000000
--- a/libs/file_linking/file_linking/rules/windows/dpapi_master_keys.yaml
+++ /dev/null
@@ -1,23 +0,0 @@
-name: "hive_system"
-description: "Link SYSTEM hive to SECURITY hive"
-category: "windows"
-enabled: true
-
-triggers:
-  - file_patterns:
-      - "**/Windows/System32/Microsoft/Protect/S-1-5-18/User/*"
-
-linked_files:
-  - name: "system_hive"
-    description: "SYSTEM registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\SYSTEM'
-    priority: "high"
-    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"
-
-  - name: "security_hive"
-    description: "SECURITY registry hive"
-    path_templates:
-      - 'C:\Windows\System32\config\SECURITY'
-    priority: "high"
-    collection_reason: "Needed to decrypt the DPAPI_SYSTEM secret"

From 2baa7d5d6adc89aa937c0e98716808f44e7bbe3a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 2 Oct 2025 23:02:36 -0700
Subject: [PATCH 118/279] add CLI --folder option, linkings foreign key,
 linkage UI bug, plaintext checks in analyzers

---
 infra/postgres/01-schema.sql                  |   3 +-
 libs/chromium/chromium/cookies.py             |  45 +++++--
 libs/chromium/chromium/helpers.py             |  58 +++++---
 libs/chromium/chromium/local_state.py         |  13 +-
 libs/chromium/chromium/logins.py              |  40 ++++--
 .../chromium_cookies/analyzer.py              |   9 +-
 .../chromium_history/analyzer.py              |   3 +
 .../chromium_logins/analyzer.py               |  12 +-
 .../dpapi_blob/analyzer.py                    |   7 +-
 .../dpapi_masterkey/analyzer.py               |   3 +
 .../registry_hive/analyzer.py                 |   7 +-
 .../file_linking/file_linking/rules_engine.py |   8 +-
 projects/cli/cli/main.py                      |   9 ++
 projects/cli/cli/submit.py                    |  85 +++++++++++-
 .../src/components/FileViewer/FileViewer.jsx  | 126 ++++++++++--------
 15 files changed, 305 insertions(+), 123 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 86c5572..30129bd 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -385,7 +385,8 @@ CREATE TABLE IF NOT EXISTS file_listings (
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     path_lower TEXT GENERATED ALWAYS AS (LOWER(path)) STORED,
-    UNIQUE(source, path_lower)
+    UNIQUE(source, path_lower),
+    FOREIGN KEY (object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE
 );
 
 -- Create indexes for efficient queries
diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index 5d7bac5..463dfa9 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -16,8 +16,9 @@ from .helpers import (
     get_postgres_connection_str,
     get_state_key_bytes,
     get_state_key_id,
+    is_sqlite3,
     parse_chromium_file_path,
-    try_decrypt_with_all_keys
+    try_decrypt_with_all_keys,
 )
 
 logger = structlog.get_logger(module=__name__)
@@ -48,6 +49,10 @@ def process_chromium_cookies(
         with storage.download(file_enriched.object_id) as temp_file:
             db_path = temp_file.name
 
+    if is_sqlite3(db_path) is False:
+        logger.warning("File is not a valid SQLite3 database", object_id=object_id, file_path=file_enriched.path)
+        return
+
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
         _insert_cookies(file_enriched, username, browser, db_path, pg_conn, dpapi_manager)
@@ -143,7 +148,9 @@ def _insert_cookies(
                         state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
                         if state_key_bytes:
                             try:
-                                value_dec_bytes = decrypt_chrome_string(encrypted_value, state_key_bytes, encryption_type)
+                                value_dec_bytes = decrypt_chrome_string(
+                                    encrypted_value, state_key_bytes, encryption_type
+                                )
                                 if value_dec_bytes:
                                     # For cookies, may need to strip offset bytes depending on version
                                     if encryption_type == "abe" and len(value_dec_bytes) > 32:
@@ -156,19 +163,23 @@ def _insert_cookies(
                                         # Or just 16-byte suffix
                                         value_dec_bytes = value_dec_bytes[:-16]
 
-                                    value_dec = value_dec_bytes.decode('utf-8', errors='replace')
+                                    value_dec = value_dec_bytes.decode("utf-8", errors="replace")
                                     is_decrypted = True
                             except Exception as e:
-                                logger.warning("Failed to decrypt cookie with state key",
-                                           state_key_id=state_key_id,
-                                           encryption_type=encryption_type,
-                                           error=str(e))
+                                logger.warning(
+                                    "Failed to decrypt cookie with state key",
+                                    state_key_id=state_key_id,
+                                    encryption_type=encryption_type,
+                                    error=str(e),
+                                )
 
                 # Backup approach: try all state keys from the same source if primary failed
                 if not is_decrypted:
-                    logger.debug("Primary decryption failed, trying backup approach with all keys from source",
-                               source=file_enriched.source,
-                               encryption_type=encryption_type)
+                    logger.debug(
+                        "Primary decryption failed, trying backup approach with all keys from source",
+                        source=file_enriched.source,
+                        encryption_type=encryption_type,
+                    )
                     backup_decrypted_bytes, backup_state_key_id = try_decrypt_with_all_keys(
                         encrypted_value, file_enriched.source, encryption_type, pg_conn
                     )
@@ -184,11 +195,12 @@ def _insert_cookies(
                             # Or just 16-byte suffix
                             backup_decrypted_bytes = backup_decrypted_bytes[:-16]
 
-                        value_dec = backup_decrypted_bytes.decode('utf-8', errors='replace')
+                        value_dec = backup_decrypted_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
                         state_key_id = backup_state_key_id
-                        logger.debug("Successfully decrypted cookie using backup approach",
-                                  state_key_id=backup_state_key_id)
+                        logger.debug(
+                            "Successfully decrypted cookie using backup approach", state_key_id=backup_state_key_id
+                        )
 
             cookie_data = {
                 "originating_object_id": file_enriched.object_id,
@@ -261,5 +273,10 @@ def _insert_cookies(
         logger.info("Inserted cookies into database", count=len(cookies_data))
 
     except Exception as e:
-        logger.exception("Error processing Cookies", error=str(e))
+        logger.exception(
+            e,
+            "Error processing Cookies",
+            object_id=file_enriched.object_id,
+            file_path=file_enriched.path,
+        )
         raise
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 0d70f8f..2a8d2f7 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -3,6 +3,7 @@
 import re
 import struct
 from datetime import UTC, datetime, timedelta
+from functools import lru_cache
 
 import psycopg
 import structlog
@@ -13,6 +14,16 @@ from nemesis_dpapi import Blob
 logger = structlog.get_logger(module=__name__)
 
 
+def is_sqlite3(filename):
+    try:
+        with open(filename, "rb") as f:
+            header = f.read(16)
+        return header.startswith(b"SQLite format 3\0")
+    except OSError:
+        return False
+
+
+@lru_cache(maxsize=1)
 def get_postgres_connection_str() -> str:
     """Get PostgreSQL connection string from Dapr."""
     with DaprClient() as client:
@@ -208,6 +219,7 @@ def get_state_key_bytes(state_key_id: int, encryption_type: str, pg_conn=None) -
             logger.warning("Failed to lookup state key bytes", error=str(e))
             return None
 
+
 def get_all_state_keys_from_source(source: str, pg_conn=None) -> list[dict]:
     """Get all decrypted state keys from the same source.
 
@@ -232,11 +244,11 @@ def get_all_state_keys_from_source(source: str, pg_conn=None) -> list[dict]:
                 results = cur.fetchall()
                 for result in results:
                     state_key_info = {
-                        'id': result[0],
-                        'username': result[1],
-                        'browser': result[2],
-                        'key_bytes_dec': result[3] if result[4] else None,  # Only if decrypted
-                        'app_bound_key_dec': result[5] if result[6] else None,  # Only if decrypted
+                        "id": result[0],
+                        "username": result[1],
+                        "browser": result[2],
+                        "key_bytes_dec": result[3] if result[4] else None,  # Only if decrypted
+                        "app_bound_key_dec": result[5] if result[6] else None,  # Only if decrypted
                     }
                     state_keys.append(state_key_info)
                 return state_keys
@@ -257,11 +269,11 @@ def get_all_state_keys_from_source(source: str, pg_conn=None) -> list[dict]:
                     results = cur.fetchall()
                     for result in results:
                         state_key_info = {
-                            'id': result[0],
-                            'username': result[1],
-                            'browser': result[2],
-                            'key_bytes_dec': result[3] if result[4] else None,  # Only if decrypted
-                            'app_bound_key_dec': result[5] if result[6] else None,  # Only if decrypted
+                            "id": result[0],
+                            "username": result[1],
+                            "browser": result[2],
+                            "key_bytes_dec": result[3] if result[4] else None,  # Only if decrypted
+                            "app_bound_key_dec": result[5] if result[6] else None,  # Only if decrypted
                         }
                         state_keys.append(state_key_info)
                     return state_keys
@@ -284,21 +296,23 @@ def is_valid_text(data: bytes) -> bool:
 
     try:
         # Try to decode as UTF-8
-        text = data.decode('utf-8')
+        text = data.decode("utf-8")
         # Check if it contains mostly printable characters
         printable_chars = sum(1 for c in text if c.isprintable() or c.isspace())
         return printable_chars / len(text) > 0.8  # At least 80% printable
     except UnicodeDecodeError:
         try:
             # Try ASCII as fallback
-            text = data.decode('ascii')
-            printable_chars = sum(1 for c in text if c in '\x20-\x7e\t\n\r')
+            text = data.decode("ascii")
+            printable_chars = sum(1 for c in text if c in "\x20-\x7e\t\n\r")
             return printable_chars / len(text) > 0.8
         except UnicodeDecodeError:
             return False
 
 
-def try_decrypt_with_all_keys(encrypted_value: bytes, source: str, encryption_type: str, pg_conn=None) -> tuple[bytes | None, int | None]:
+def try_decrypt_with_all_keys(
+    encrypted_value: bytes, source: str, encryption_type: str, pg_conn=None
+) -> tuple[bytes | None, int | None]:
     """Try to decrypt with all available state keys from the same source.
 
     Args:
@@ -316,7 +330,7 @@ def try_decrypt_with_all_keys(encrypted_value: bytes, source: str, encryption_ty
     state_keys = get_all_state_keys_from_source(source, pg_conn)
 
     for state_key in state_keys:
-        key_bytes = state_key.get('key_bytes_dec') if encryption_type == "key" else state_key.get('app_bound_key_dec')
+        key_bytes = state_key.get("key_bytes_dec") if encryption_type == "key" else state_key.get("app_bound_key_dec")
 
         if not key_bytes:
             continue
@@ -339,12 +353,14 @@ def try_decrypt_with_all_keys(encrypted_value: bytes, source: str, encryption_ty
 
                 # Check if the result is valid text
                 if is_valid_text(test_bytes):
-                    logger.debug("Successfully decrypted with backup key",
-                               state_key_id=state_key['id'],
-                               username=state_key['username'],
-                               browser=state_key['browser'])
-                    return decrypted_bytes, state_key['id']
-        except Exception as e:
+                    logger.debug(
+                        "Successfully decrypted with backup key",
+                        state_key_id=state_key["id"],
+                        username=state_key["username"],
+                        browser=state_key["browser"],
+                    )
+                    return decrypted_bytes, state_key["id"]
+        except Exception:
             # Continue trying other keys
             continue
 
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 29497b0..ce28e4b 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -3,7 +3,6 @@
 import base64
 import json
 import ntpath
-import asyncio
 
 import psycopg
 from common.logger import get_logger
@@ -12,7 +11,7 @@ from common.storage import StorageMinio
 from file_linking import add_file_linking
 from impacket.dpapi import DPAPI_BLOB
 from impacket.uuid import bin_to_string
-from nemesis_dpapi import Blob, DpapiManager
+from nemesis_dpapi import Blob, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 
 from .helpers import (
     derive_abe_key,
@@ -147,8 +146,14 @@ async def _insert_state_keys(
                         )
                     else:
                         logger.debug("Failed to decrypt encrypted_key state key with DPAPI")
-                except Exception:
-                    logger.warning(f"Unable to decrypt state key DPAPI blob: {key_masterkey_guid}")
+                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError) as e:
+                    logger.debug(
+                        "Masterkey not found or not decrypted for encrypted_key state key",
+                        masterkey_guid=key_masterkey_guid,
+                        reason=type(e).__name__,
+                    )
+                except Exception as e:
+                    logger.warning(f"Unable to decrypt state key DPAPI blob: {key_masterkey_guid}", error=str(e))
             else:
                 raise Exception(f"Unsupported encryption type for v1 state key: {encryption_type}")
 
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
index b33cf3c..2673dff 100644
--- a/libs/chromium/chromium/logins.py
+++ b/libs/chromium/chromium/logins.py
@@ -4,7 +4,7 @@ import asyncio
 import sqlite3
 
 import psycopg
-import structlog
+from common.logger import get_logger
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from nemesis_dpapi import Blob, DpapiManager
@@ -16,11 +16,12 @@ from .helpers import (
     get_postgres_connection_str,
     get_state_key_bytes,
     get_state_key_id,
+    is_sqlite3,
     parse_chromium_file_path,
-    try_decrypt_with_all_keys
+    try_decrypt_with_all_keys,
 )
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def process_chromium_logins(
@@ -49,6 +50,12 @@ def process_chromium_logins(
         with storage.download(file_enriched.object_id) as temp_file:
             db_path = temp_file.name
 
+    if is_sqlite3(db_path) is False:
+        logger.warning(
+            "Login Data file is not a valid SQLite3 database", object_id=object_id, file_path=file_enriched.path
+        )
+        return
+
     conn_str = get_postgres_connection_str()
     with psycopg.connect(conn_str) as pg_conn:
         _insert_logins(file_enriched, username, browser, db_path, pg_conn, dpapi_manager)
@@ -126,7 +133,9 @@ def _insert_logins(
                         state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
                         if state_key_bytes:
                             try:
-                                password_dec_bytes = decrypt_chrome_string(password_value, state_key_bytes, encryption_type)
+                                password_dec_bytes = decrypt_chrome_string(
+                                    password_value, state_key_bytes, encryption_type
+                                )
                                 if password_dec_bytes:
                                     # For passwords, may need to strip offset bytes depending on version
                                     if encryption_type == "key" and len(password_dec_bytes) > 32:
@@ -149,9 +158,11 @@ def _insert_logins(
 
                 # Backup approach: try all state keys from the same source if primary failed
                 if not is_decrypted:
-                    logger.debug("Primary decryption failed, trying backup approach with all keys from source",
-                               source=file_enriched.source,
-                               encryption_type=encryption_type)
+                    logger.debug(
+                        "Primary decryption failed, trying backup approach with all keys from source",
+                        source=file_enriched.source,
+                        encryption_type=encryption_type,
+                    )
                     backup_decrypted_bytes, backup_state_key_id = try_decrypt_with_all_keys(
                         password_value, file_enriched.source, encryption_type, pg_conn
                     )
@@ -167,12 +178,12 @@ def _insert_logins(
                             # Or just 16-byte suffix
                             backup_decrypted_bytes = backup_decrypted_bytes[:-16]
 
-                        password_value_dec = backup_decrypted_bytes.decode('utf-8', errors='replace')
+                        password_value_dec = backup_decrypted_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
                         state_key_id = backup_state_key_id
-                        logger.debug("Successfully decrypted cookie using backup approach",
-                                  state_key_id=backup_state_key_id)
-
+                        logger.debug(
+                            "Successfully decrypted cookie using backup approach", state_key_id=backup_state_key_id
+                        )
 
             login_data = {
                 "originating_object_id": file_enriched.object_id,
@@ -234,5 +245,10 @@ def _insert_logins(
         logger.info("Inserted logins into database", count=len(logins_data))
 
     except Exception as e:
-        logger.exception("Error processing Login Data", error=str(e))
+        logger.exception(
+            "Error processing Login Data",
+            error=str(e),
+            object_id=file_enriched.object_id,
+            file_path=file_enriched.path,
+        )
         raise
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index 74b73e8..f13edc9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -55,7 +55,7 @@ rule Chrome_Cookies_Tables
 
         file_enriched = get_file_enriched(object_id)
 
-        if not "sqlite 3.x database" in file_enriched.magic_type.lower():
+        if "sqlite 3.x database" not in file_enriched.magic_type.lower():
             return False
 
         if file_path:
@@ -66,6 +66,9 @@ rule Chrome_Cookies_Tables
             # Fallback to downloading the file itself
             file_bytes = self.storage.download_bytes(file_enriched.object_id)
 
+        if file_enriched.is_plaintext:
+            return False
+
         # Verify Chrome cookies tables using Yara
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
 
@@ -230,7 +233,9 @@ rule Chrome_Cookies_Tables
             return enrichment_result
 
         except Exception as e:
-            logger.exception(e, message="Error processing Chrome Cookies database")
+            logger.exception(
+                e, message="Error processing Chrome Cookies database", object_id=object_id, file_path=file_enriched.path
+            )
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
index 759a3df..dc46f1e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_history/analyzer.py
@@ -52,6 +52,9 @@ rule Chrome_Downloads_Tables
         if not (file_enriched.file_name == "History" and "sqlite 3.x database" in file_enriched.magic_type.lower()):
             return False
 
+        if file_enriched.is_plaintext:
+            return False
+
         if file_path:
             # Use provided file path
             with open(file_path, "rb") as f:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 67ae5de..2dd4481 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -54,7 +54,10 @@ rule Chrome_Logins_Tables
 
         file_enriched = get_file_enriched(object_id)
 
-        if not "sqlite 3.x database" in file_enriched.magic_type.lower():
+        if "sqlite 3.x database" not in file_enriched.magic_type.lower():
+            return False
+
+        if file_enriched.is_plaintext:
             return False
 
         if file_path:
@@ -203,7 +206,12 @@ rule Chrome_Logins_Tables
             return enrichment_result
 
         except Exception as e:
-            logger.exception(e, message="Error processing Chrome Login Data database")
+            logger.exception(
+                e,
+                message="Error processing Chrome Login Data database",
+                object_id=object_id,
+                file_path=file_enriched.path,
+            )
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index ec53ef5..121d9db 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -9,7 +9,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.dpapi_blob.dpapi_helpers import carve_dpapi_blobs_from_file
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import Blob, BlobDecryptionError, DpapiManager
+from nemesis_dpapi import Blob, BlobDecryptionError, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 
 logger = get_logger(__name__)
 
@@ -145,6 +145,11 @@ rule has_dpapi_blob
                         masterkey_guid=carved_blob["dpapi_master_key_guid"],
                         error_type=type(e).__name__,
                     )
+                except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
+                    logger.debug(
+                        f"Blob with GUID masterkey {carved_blob['dpapi_master_key_guid']} not decrypted.",
+                        reason=type(e).__name__,
+                    )
                 except Exception as e:
                     logger.warning(
                         f"Unhandled error while decrypting DPAPI blob with masterkey. Error: {e}",
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 4f34d74..8c0bc77 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -46,6 +46,9 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         if file_enriched.size > 2048:
             return False
 
+        if file_enriched.is_plaintext:
+            return False
+
         # Check if filename matches GUID pattern
         file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
         return self.guid_pattern.match(file_name_lower) is not None
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index caf2c14..4e314d4 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -50,6 +50,9 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         if mime_type != "application/octet-stream":
             return False
 
+        if file_enriched.is_plaintext:
+            return False
+
         # Check if it's a Windows registry hive
         return any(
             hive_type in magic_type
@@ -899,8 +902,8 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                     if secret.get("decrypted", False) and secret.get("value"):
                                         # Show decrypted value, but truncate if too long
                                         value = str(secret["value"])
-                                        if len(value) > 50:
-                                            value = value[:50] + "..."
+                                        if len(value) > 256:
+                                            value = value[:256] + "..."
                                         yaml_output.append(f"    {secret['name']}: {value}")
                                     else:
                                         yaml_output.append(f"    {secret['name']}: Encrypted")
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index f5d779c..baa1c3f 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -13,12 +13,12 @@ import posixpath
 from dataclasses import dataclass
 from typing import Any
 
-import structlog
 import yaml
+from common.logger import get_logger
 
 from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 @dataclass
@@ -130,6 +130,10 @@ class FileLinkingEngine:
             normalized_patterns = [pattern.replace("\\", "/") for pattern in file_patterns]
             path_match = any(fnmatch.fnmatch(normalized_file_path, pattern) for pattern in normalized_patterns)
 
+            logger.debug(f"normalized_file_path: {normalized_file_path}")
+            logger.debug(f"normalized_patterns: {normalized_patterns}")
+            logger.debug(f"path_match: {path_match}")
+
             if not path_match:
                 return False
 
diff --git a/projects/cli/cli/main.py b/projects/cli/cli/main.py
index 0de91f2..48defa4 100644
--- a/projects/cli/cli/main.py
+++ b/projects/cli/cli/main.py
@@ -164,6 +164,13 @@ def get_os_user_and_host_string() -> str:
     help="Number of additional times to repeat the submission (default: 0 - no repeat)",
     show_default=True,
 )
+@click.option(
+    "--folder",
+    type=str,
+    default=None,
+    help="Parent folder path to prepend to all uploaded file paths (e.g., 'C:\\Users\\Admin')",
+    show_default=False,
+)
 def submit(
     debug: bool,
     paths: tuple[str, ...],
@@ -181,6 +188,7 @@ def submit(
     include_pattern: tuple[str, ...] = (),
     exclude_pattern: tuple[str, ...] = (),
     repeat: int = 0,
+    folder: str | None = None,
 ):
     """Submit files to Nemesis for processing"""
     pattern_type: str = "glob"  # only handle glob formats if passed manually, for now
@@ -202,6 +210,7 @@ def submit(
         exclude_pattern,
         pattern_type,
         repeat,
+        folder,
     )
 
 
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index be88c2f..f69b619 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -207,6 +207,7 @@ def submit_main(
     exclude_pattern: tuple[str, ...] = (),
     pattern_type: str = "glob",
     repeat: int = 0,
+    folder: Optional[str] = None,
 ):
     """Submit files to Nemesis for processing.
 
@@ -238,6 +239,10 @@ def submit_main(
 
         # Submit file twice (original + 1 repeat):
         main.py submit /etc/issue --repeat 1
+
+        # Upload files with custom parent folder path:
+        main.py submit /tmp/data --folder "C:\\Users\\Admin\\Documents" -r
+        # Files at /tmp/data/file.txt will have path "C:\\Users\\Admin\\Documents\\file.txt"
     """
     try:
         if debug:
@@ -282,6 +287,7 @@ def submit_main(
             source=source,
             file_filters=file_filters,
             repeat=repeat,
+            folder=folder,
         )
 
         if not success:
@@ -306,6 +312,7 @@ def submit_files(
     source: Optional[str] = None,
     file_filters: Optional[dict] = None,
     repeat: int = 0,
+    folder: Optional[str] = None,
 ):
     """Submit files to Nemesis"""
 
@@ -388,6 +395,8 @@ def submit_files(
                     container,
                     source,
                     file_filters,
+                    paths,
+                    folder,
                 ),
             )
             thread.start()
@@ -458,6 +467,67 @@ def validate_auth(host_port: str, auth: Optional[tuple[str, str]] = None) -> boo
         return False
 
 
+def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], folder: Optional[str]) -> str:
+    """
+    Calculate the path to use in metadata, applying folder transformation if specified.
+
+    If folder is provided:
+    - Find the common base from base_paths
+    - Calculate relative path from that base
+    - Join with the folder parameter
+
+    Otherwise, return the file path as-is.
+    """
+    if not folder or not base_paths:
+        return str(file_path)
+
+    # Resolve to absolute paths
+    abs_file_path = file_path.resolve()
+
+    # Find which base path this file is under
+    matching_base = None
+    for base_path in base_paths:
+        abs_base = base_path.resolve()
+        try:
+            # Check if file is under this base path
+            abs_file_path.relative_to(abs_base)
+            matching_base = abs_base
+            break
+        except ValueError:
+            # Not under this base, try next
+            continue
+
+    if matching_base is None:
+        # File is not under any base path, use as-is
+        return str(file_path)
+
+    # Calculate relative path from the matching base
+    try:
+        if matching_base.is_file():
+            # Base is a file, so the relative part is just the filename
+            rel_path = abs_file_path.name
+        else:
+            # Base is a directory, calculate relative path
+            rel_path = abs_file_path.relative_to(matching_base)
+    except ValueError:
+        # Shouldn't happen, but fallback
+        return str(file_path)
+
+    # Ensure folder ends with path separator if it doesn't
+    folder_normalized = folder.rstrip('/\\')
+
+    # Join folder with relative path using OS-appropriate separator
+    # Use the separator style from the folder parameter
+    if '\\' in folder:
+        # Windows-style path
+        result = folder_normalized + '\\' + str(rel_path).replace('/', '\\')
+    else:
+        # Unix-style path
+        result = folder_normalized + '/' + str(rel_path).replace('\\', '/')
+
+    return result
+
+
 def create_metadata(
     path: str,
     project: str = "assess-test",
@@ -521,6 +591,8 @@ def upload_file(
     container: bool = False,
     source: Optional[str] = None,
     file_filters: Optional[dict] = None,
+    base_paths: Optional[list[Path]] = None,
+    folder: Optional[str] = None,
 ) -> tuple[bool, Optional[str], int]:
     """
     Attempt to upload a file with retry logic. Returns (success, error_message, bytes_uploaded).
@@ -534,7 +606,10 @@ def upload_file(
             if not os.access(file_path, os.R_OK):
                 raise PermissionError(f"No read permission for {file_path}")
 
-            metadata = create_metadata(str(file_path), project, agent_id, source, file_filters)
+            # Calculate the metadata path (transformed if folder is provided)
+            metadata_path = calculate_metadata_path(file_path, base_paths, folder)
+
+            metadata = create_metadata(metadata_path, project, agent_id, source, file_filters)
             file_size = file_path.stat().st_size
 
             endpoint = "/api/containers" if container else "/api/files"
@@ -597,6 +672,8 @@ def concurrent_worker(
     container: bool = False,
     source: Optional[str] = None,
     file_filters: Optional[dict] = None,
+    base_paths: Optional[list[Path]] = None,
+    folder: Optional[str] = None,
 ):
     """Worker thread to process (file, submission_number) pairs from the queue"""
     while not stop_event.is_set():
@@ -606,7 +683,7 @@ def concurrent_worker(
             break
 
         success, error, bytes_uploaded = upload_file(
-            file_path, host_port, session, auth, project, agent_id, container, source, file_filters
+            file_path, host_port, session, auth, project, agent_id, container, source, file_filters, base_paths, folder
         )
         if success:
             tracker.add_success(file_path, bytes_uploaded)
@@ -640,6 +717,8 @@ def worker(
     container: bool = False,
     source: Optional[str] = None,
     file_filters: Optional[dict] = None,
+    base_paths: Optional[list[Path]] = None,
+    folder: Optional[str] = None,
 ):
     """Worker thread to process files from the queue"""
     while not stop_event.is_set():
@@ -649,7 +728,7 @@ def worker(
             break
 
         success, error, bytes_uploaded = upload_file(
-            file_path, host_port, session, auth, project, agent_id, container, source, file_filters
+            file_path, host_port, session, auth, project, agent_id, container, source, file_filters, base_paths, folder
         )
         if success:
             tracker.add_success(file_path, bytes_uploaded)
diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index 2447b94..f782d9c 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -7,22 +7,22 @@ import {
   CardHeader,
   CardTitle,
 } from "@/components/ui/card";
-import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import Dialog from "@/components/ui/dialog";
+import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { useUser } from '@/contexts/UserContext';
 import { createClient } from 'graphql-ws';
 import { Archive, ArrowLeft, ChevronDown, Database, Download, Eye, File, FileText, Image } from 'lucide-react';
-import { default as React, useEffect, useRef, useState } from 'react';
+import { useEffect, useRef, useState } from 'react';
 import { useLocation, useNavigate, useParams } from 'react-router-dom';
-import FileDetailsSection from './FileDetailsSection';
-import LinkedFilesSection from './LinkedFilesSection';
-import EnrichmentStatusSection from './EnrichmentStatusSection';
-import { getMonacoLanguage } from './languageMap';
 import CsvViewer from './CsvViewer';
+import EnrichmentStatusSection from './EnrichmentStatusSection';
+import FileDetailsSection from './FileDetailsSection';
+import { getMonacoLanguage } from './languageMap';
+import LinkedFilesSection from './LinkedFilesSection';
 import MonacoContentViewer from './MonacoViewer';
+import SCCMLogViewer from './SCCMLogViewer';
 import SQLiteViewer from './SQLiteViewer';
 import ZipFileViewer from './ZipFileViewer';
-import SCCMLogViewer from './SCCMLogViewer';
 
 
 const MAX_VIEW_SIZE = 1024 * 1024; // 1MB text display limit
@@ -648,59 +648,59 @@ const FileViewer = () => {
   // Start with hex as fallback
   const [activeTab, setActiveTab] = useState('hex');
 
-// Update this useEffect in your FileViewer.jsx component
+  // Update this useEffect in your FileViewer.jsx component
 
-// Set the initial tab based on transform metadata and fallback order
-useEffect(() => {
-  if (fileData || pdfContent) {
-    const tabs = getAvailableTabs();
+  // Set the initial tab based on transform metadata and fallback order
+  useEffect(() => {
+    if (fileData || pdfContent) {
+      const tabs = getAvailableTabs();
 
-    // First check if the file is a ZIP file and we have content for it
-    if (fileData && isZipFile(fileData.file_name, fileData.mime_type) && fileContent) {
-      setActiveTab('zip-explorer');
-      return;
-    }
-
-    // Then check for .zip transforms
-    if (fileData?.transforms) {
-      const zipTransform = fileData.transforms.find(transform =>
-        transform.metadata?.file_name && transform.metadata.file_name.endsWith('.zip')
-      );
-      if (zipTransform) {
-        setActiveTab(zipTransform.transform_object_id);
-        return;
-      }
-    }
-
-    // Then check for PDF transforms
-    if (fileData?.transforms) {
-      const pdfTransform = fileData.transforms.find(transform =>
-        isDisplayableTransform(transform) && transform.type === 'converted_pdf'
-      );
-      if (pdfTransform) {
-        setActiveTab(pdfTransform.transform_object_id);
+      // First check if the file is a ZIP file and we have content for it
+      if (fileData && isZipFile(fileData.file_name, fileData.mime_type) && fileContent) {
+        setActiveTab('zip-explorer');
         return;
       }
 
-      // Then check for transforms with default_display=true
-      const defaultTransform = fileData.transforms.find(transform =>
-        isDisplayableTransform(transform) && transform.metadata?.default_display === true
-      );
-      if (defaultTransform) {
-        setActiveTab(defaultTransform.transform_object_id);
-        return;
+      // Then check for .zip transforms
+      if (fileData?.transforms) {
+        const zipTransform = fileData.transforms.find(transform =>
+          transform.metadata?.file_name && transform.metadata.file_name.endsWith('.zip')
+        );
+        if (zipTransform) {
+          setActiveTab(zipTransform.transform_object_id);
+          return;
+        }
       }
-    }
 
-    // Then follow fallback order: Preview -> Text -> Hex
-    if (hasPreviewableContent) {
-      setActiveTab('preview');
-    } else if (tabs.find(tab => tab.id === 'text')) {
-      setActiveTab('text');
+      // Then check for PDF transforms
+      if (fileData?.transforms) {
+        const pdfTransform = fileData.transforms.find(transform =>
+          isDisplayableTransform(transform) && transform.type === 'converted_pdf'
+        );
+        if (pdfTransform) {
+          setActiveTab(pdfTransform.transform_object_id);
+          return;
+        }
+
+        // Then check for transforms with default_display=true
+        const defaultTransform = fileData.transforms.find(transform =>
+          isDisplayableTransform(transform) && transform.metadata?.default_display === true
+        );
+        if (defaultTransform) {
+          setActiveTab(defaultTransform.transform_object_id);
+          return;
+        }
+      }
+
+      // Then follow fallback order: Preview -> Text -> Hex
+      if (hasPreviewableContent) {
+        setActiveTab('preview');
+      } else if (tabs.find(tab => tab.id === 'text')) {
+        setActiveTab('text');
+      }
+      // If no other conditions met, it will stay as 'hex'
     }
-    // If no other conditions met, it will stay as 'hex'
-  }
-}, [fileData, pdfContent, hasPreviewableContent, fileContent]);
+  }, [fileData, pdfContent, hasPreviewableContent, fileContent]);
 
   // left arrow to go back
   useEffect(() => {
@@ -900,7 +900,7 @@ useEffect(() => {
         <MonacoContentViewer
           content={JSON.stringify(JSON.parse(content), null, 2)}
           language="json"
-          onLanguageChange={() => {}}
+          onLanguageChange={() => { }}
           showLanguageSelect={false}
         />
       );
@@ -929,7 +929,7 @@ useEffect(() => {
       <MonacoContentViewer
         content={jsonContent}
         language="json"
-        onLanguageChange={() => {}}
+        onLanguageChange={() => { }}
         showLanguageSelect={false}
       />
     );
@@ -1447,12 +1447,20 @@ useEffect(() => {
                   ) : tab.id === 'text' ? (
                     fileData?.mime_type === 'application/json' ? (
                       <MonacoContentViewer
-                        content={JSON.stringify(
-                          JSON.parse(textContent || (fileData?.is_plaintext && fileContent ?
-                            new TextDecoder().decode(fileContent.slice(0, MAX_VIEW_SIZE)) :
-                            '{}')), null, 2)}
+                        content={(() => {
+                          try {
+                            const jsonContent = textContent || (fileData?.is_plaintext && fileContent ?
+                              new TextDecoder().decode(fileContent.slice(0, MAX_VIEW_SIZE)) :
+                              '{}');
+                            return JSON.stringify(JSON.parse(jsonContent || '{}'), null, 2);
+                          } catch (e) {
+                            return textContent || (fileData?.is_plaintext && fileContent ?
+                              new TextDecoder().decode(fileContent.slice(0, MAX_VIEW_SIZE)) :
+                              'Invalid JSON');
+                          }
+                        })()}
                         language="json"
-                        onLanguageChange={() => {}}
+                        onLanguageChange={() => { }}
                         showLanguageSelect={false}
                       />
                     ) : fileData?.mime_type === 'text/csv' || fileData?.file_name.endsWith('.csv') ? (

From 0d5325f84d1e0dd7b2ccd2fc7704c9a894ffaae7 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 3 Oct 2025 16:17:53 +0900
Subject: [PATCH 119/279] Added ability to delete linkings for non-present
 files

- Added ability to delete linkings for non-present files
---
 CHANGELOG.md                                  |   3 +
 .../FileViewer/LinkedFilesSection.jsx         | 103 +++++++++++++++++-
 2 files changed, 102 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 6e4d332..027ebf0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -17,6 +17,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - DPAPI decryption benchmarks
 - Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
 - Text translation agent
+- Ability to delete file linkings from the FileViewer
 
 ### Changed
 
@@ -27,6 +28,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Collapsed inbound/outbound labels for linked files in dashboard
 - Update Prometheus endpoints
 - Chromium Local State, Cookies, and Login Data files now don't require hard paths
+- Reg hive file linkings now done programmatically instead of via rules
+- SYSTEM masterkey file linkings now done programmatically instead of via rules
 
 ### Fixed
 
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index b897d95..dc0eb1c 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -5,7 +5,8 @@ import {
   CardHeader,
   CardTitle,
 } from "@/components/ui/card";
-import { ExternalLink, FileText } from 'lucide-react';
+import Dialog from "@/components/ui/dialog";
+import { ExternalLink, FileText, X } from 'lucide-react';
 import { useEffect, useState } from 'react';
 import { useNavigate } from 'react-router-dom';
 
@@ -14,6 +15,8 @@ const LinkedFilesSection = ({ filePath, source }) => {
   const [fileStatusMap, setFileStatusMap] = useState(new Map());
   const [loading, setLoading] = useState(true);
   const [error, setError] = useState(null);
+  const [showDeleteDialog, setShowDeleteDialog] = useState(false);
+  const [linkingToDelete, setLinkingToDelete] = useState(null);
   const navigate = useNavigate();
 
   useEffect(() => {
@@ -209,10 +212,65 @@ const LinkedFilesSection = ({ filePath, source }) => {
     // Normalize both paths for comparison
     const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
     const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
-    
+
     return normalizedPath1 === normalizedCurrentPath ? 'outbound' : 'inbound';
   };
 
+  const handleDeleteClick = (linkingId) => {
+    setLinkingToDelete(linkingId);
+    setShowDeleteDialog(true);
+  };
+
+  const handleConfirmDelete = async () => {
+    if (!linkingToDelete) return;
+
+    try {
+      const mutation = {
+        query: `
+          mutation DeleteLinking($linkingId: bigint!) {
+            delete_file_linkings_by_pk(linking_id: $linkingId) {
+              linking_id
+            }
+          }
+        `,
+        variables: { linkingId: linkingToDelete }
+      };
+
+      const response = await fetch('/hasura/v1/graphql', {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+          'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+        },
+        body: JSON.stringify(mutation)
+      });
+
+      if (!response.ok) {
+        throw new Error('Network response was not ok');
+      }
+
+      const result = await response.json();
+      if (result.errors) {
+        throw new Error(result.errors[0].message);
+      }
+
+      // Remove the deleted linking from the state
+      setLinkedFiles(linkedFiles.filter(linking => linking.linking_id !== linkingToDelete));
+      setShowDeleteDialog(false);
+      setLinkingToDelete(null);
+    } catch (err) {
+      console.error('Error deleting linking:', err);
+      setError(err.message);
+      setShowDeleteDialog(false);
+      setLinkingToDelete(null);
+    }
+  };
+
+  const handleCancelDelete = () => {
+    setShowDeleteDialog(false);
+    setLinkingToDelete(null);
+  };
+
   if (loading) {
     return (
       <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
@@ -248,7 +306,8 @@ const LinkedFilesSection = ({ filePath, source }) => {
   }
 
   return (
-    <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
+    <>
+      <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
       <CardHeader className="pb-4">
         <CardTitle className="text-gray-900 dark:text-gray-100 flex items-center gap-2">
           Linked Files
@@ -293,12 +352,24 @@ const LinkedFilesSection = ({ filePath, source }) => {
               return (
                 <div
                   key={group.linkingId}
-                  className={`flex items-start justify-between p-3 rounded-lg transition-colors ${
+                  className={`relative flex items-start justify-between p-3 rounded-lg transition-colors ${
                     isCollected
                       ? 'bg-green-50 dark:bg-green-900/20 hover:bg-green-100 dark:hover:bg-green-900/30 border border-green-200 dark:border-green-800'
                       : 'bg-gray-50 dark:bg-gray-800 hover:bg-gray-100 dark:hover:bg-gray-700'
                   }`}
                 >
+                  {!isCollected && (
+                    <button
+                      onClick={(e) => {
+                        e.stopPropagation();
+                        handleDeleteClick(group.linkingId);
+                      }}
+                      className="absolute top-2 right-2 p-1 rounded-full bg-red-600 hover:bg-red-700 text-white transition-colors"
+                      title="Delete this linking"
+                    >
+                      <X className="w-4 h-4" />
+                    </button>
+                  )}
                   <div className="flex items-start space-x-3 flex-1 min-w-0">
                     <div className="flex flex-col items-center flex-shrink-0">
                       <FileText className={`w-4 h-4 mt-1 ${
@@ -365,6 +436,30 @@ const LinkedFilesSection = ({ filePath, source }) => {
         </div>
       </CardContent>
     </Card>
+
+      {/* Confirmation Dialog */}
+      <Dialog open={showDeleteDialog} onOpenChange={setShowDeleteDialog}>
+        <div className="text-center">
+          <h3 className="text-lg font-semibold mb-4 text-gray-900 dark:text-gray-100">
+            Delete this linking?
+          </h3>
+          <div className="flex gap-3 justify-center">
+            <button
+              onClick={handleCancelDelete}
+              className="px-4 py-2 bg-gray-300 hover:bg-gray-400 text-gray-800 rounded-lg transition-colors"
+            >
+              No
+            </button>
+            <button
+              onClick={handleConfirmDelete}
+              className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg transition-colors"
+            >
+              Yes
+            </button>
+          </div>
+        </div>
+      </Dialog>
+    </>
   );
 };
 

From 874e57284cf57322ac56b8c830c55ff6369daf4d Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 3 Oct 2025 01:29:03 -0700
Subject: [PATCH 120/279] fixup dapr subscriptions

---
 infra/dapr/components/pubsub.yaml             | 37 +++++++++++++++++++
 .../dpapi_masterkey/analyzer.py               | 21 ++++-------
 .../registry_hive/analyzer.py                 | 12 +++++-
 .../file_linking/file_linking/rules_engine.py |  4 --
 libs/nemesis_dpapi/nemesis_dpapi/eventing.py  |  4 +-
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      | 14 ++++++-
 .../file_enrichment/controller.py             |  2 +-
 .../file_enrichment/routes/dpapi.py           |  9 ++++-
 .../file_enrichment/workflow.py               | 19 ++++++----
 9 files changed, 89 insertions(+), 33 deletions(-)

diff --git a/infra/dapr/components/pubsub.yaml b/infra/dapr/components/pubsub.yaml
index 68056a5..4d101e8 100644
--- a/infra/dapr/components/pubsub.yaml
+++ b/infra/dapr/components/pubsub.yaml
@@ -28,5 +28,42 @@ spec:
       value: "5"
     - name: maxPriority   # set so we can prioritize some messages if wanted
       value: "3"
+auth:
+  secretStore: nemesis-secret-store
+---
+apiVersion: dapr.io/v1alpha1
+kind: Component
+metadata:
+  name: broadcast
+spec:
+  type: pubsub.rabbitmq
+  version: v1
+  metadata:
+  - name: connectionString
+    secretKeyRef:
+      name: RABBITMQ_CONNECTION_STRING
+      key: RABBITMQ_CONNECTION_STRING
+  - name: consumerID
+    value: mytest-{appID}-{uuid}    # Unique consumerID causes the message to be sent to each subscriber. Each subscriber has a RabbitMQ queue named accoridingly.
+  - name: durable
+    value: true
+  - name: deleteWhenUnused
+    value: true
+  - name: autoAck
+    value: true
+  - name: deliveryMode
+    value: 2                        # 1=transient messages(messages stay in-memory), 2=Persistent messages(use in conjunction with durable queues)
+  - name: publisherConfirm
+    value: true
+  - name: requeueInFailure
+    value: "true"
+  - name: reconnectWait
+    value: "3"
+  - name: concurrencyMode
+    value: parallel
+  - name: prefetchCount # should be equal or less than the max concurrent workflows
+    value: "5"
+  - name: maxPriority   # set so we can prioritize some messages if wanted
+    value: "3"
 auth:
   secretStore: nemesis-secret-store
\ No newline at end of file
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 4331cfa..6e72ee0 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -1,19 +1,18 @@
 # enrichment_modules/dpapi_masterkey/analyzer.py
 import asyncio
+import ntpath
 import re
 from typing import TYPE_CHECKING
-import psycopg
-import ntpath
 
-from file_linking.helpers import add_file_linking
+import psycopg
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
+from file_linking.helpers import add_file_linking
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile
-from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg.rows import dict_row
 
 if TYPE_CHECKING:
@@ -28,6 +27,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         super().__init__("dpapi_masterkey")
         self.storage = StorageMinio()
         self.dpapi_manager: DpapiManager | None = None
+        self.loop: asyncio.AbstractEventLoop | None = None
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
@@ -42,7 +42,6 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
             self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
 
-
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Check if this file should be processed as a DPAPI masterkey file.
 
@@ -63,7 +62,6 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         file_name_lower = file_enriched.file_name.lower() if file_enriched.file_name else ""
         return self.guid_pattern.match(file_name_lower) is not None
 
-
     def _find_existing_hive(self, file_enriched, target_hive_path: str) -> str | None:
         """Find an existing hive by path."""
         try:
@@ -114,7 +112,6 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
 
         return None
 
-
     def _get_existing_hive_path(self, file_enriched, standard_path: str) -> str:
         """Get the actual path of an existing hive, or return the standard path if not found."""
         # First try to find an existing hive
@@ -145,7 +142,6 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         # Fall back to standard path if not found or on error
         return standard_path
 
-
     def _create_proactive_file_linkings(self, file_enriched):
         """Create proactive file linkings for the related registry hives."""
         if not file_enriched.source or not file_enriched.path:
@@ -169,7 +165,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 source_file_path=file_enriched.path,
                 linked_file_path=system_path,
                 link_type="system_hive",
-                collection_reason=f"Needed to decrypt the DPAPI_SYSTEM secret",
+                collection_reason="Needed to decrypt the DPAPI_SYSTEM secret",
             )
 
             add_file_linking(
@@ -183,7 +179,6 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         except Exception as e:
             logger.error(f"Failed to create proactive file linkings: {e}")
 
-
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
 
@@ -224,9 +219,9 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                     "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
                 )
 
-            self.dpapi_manager = DpapiManager(
-                storage_backend=postgres_connection_string, publisher=DaprDpapiEventPublisher(client)
-            )
+            # self.dpapi_manager = DpapiManager(
+            #     storage_backend=postgres_connection_string, publisher=DaprDpapiEventPublisher(client)
+            # )
 
             try:
                 file_enriched = get_file_enriched(object_id)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 4e314d4..ffeed8f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -33,6 +33,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         self.storage = StorageMinio()
         self.workflows = ["default"]
         self.dpapi_manager: DpapiManager | None = None
+        self.loop: asyncio.AbstractEventLoop | None = None
 
         # Get PostgreSQL connection string
         with DaprClient() as client:
@@ -378,7 +379,9 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                             )
 
                                             # Register the DPAPI_SYSTEM credential with the DPAPI manager
-                                            asyncio.run(self._register_dpapi_system_credential(machine_key, user_key))
+                                            asyncio.run_coroutine_threadsafe(
+                                                self._register_dpapi_system_credential(machine_key, user_key), self.loop
+                                            )
 
                                     # For NL$KM secrets, extract raw_secret
                                     elif not secret_value and "raw_secret" in secret_data:
@@ -966,6 +969,11 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         try:
             # Create DPAPI system credential from the machine and user keys
+            logger.debug(
+                "Registering DPAPI_SYSTEM credential with DPAPI manager",
+                machine_key=machine_key.hex(),
+                user_key=user_key.hex(),
+            )
             dpapi_system_cred = DpapiSystemCredential(machine_key=machine_key, user_key=user_key)
 
             # Register with the DPAPI manager - it will automatically decrypt compatible masterkeys
@@ -974,7 +982,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             logger.warning("Successfully registered DPAPI_SYSTEM credential with DPAPI manager")
 
         except Exception as e:
-            logger.warning(f"Failed to register DPAPI_SYSTEM credential: {e}")
+            logger.exception(e, f"Failed to register DPAPI_SYSTEM credential: {e}")
 
 
 def create_enrichment_module() -> EnrichmentModule:
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index baa1c3f..d0a2283 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -130,10 +130,6 @@ class FileLinkingEngine:
             normalized_patterns = [pattern.replace("\\", "/") for pattern in file_patterns]
             path_match = any(fnmatch.fnmatch(normalized_file_path, pattern) for pattern in normalized_patterns)
 
-            logger.debug(f"normalized_file_path: {normalized_file_path}")
-            logger.debug(f"normalized_patterns: {normalized_patterns}")
-            logger.debug(f"path_match: {path_match}")
-
             if not path_match:
                 return False
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
index 3e60811..5ae9f19 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/eventing.py
@@ -78,7 +78,7 @@ type DpapiEvent = (
 )
 
 
-DAPR_PUBSUB_NAME = "pubsub"
+DAPR_PUBSUB_NAME = "broadcast"
 DAPR_DPAPI_EVENT_TOPIC = "dpapi_events"
 
 DPAPI_EVENT_CLASSES = {cls.__name__: cls for cls in get_args(DpapiEvent.__value__)}
@@ -154,7 +154,7 @@ class DaprDpapiEventPublisher(DpapiEventPublisher):
     async def register_subscriber(self, observer: DpapiObserver) -> None:
         """Attach an observer and start the Dapr subscription if not already started."""
 
-        logger.debug(f"Subscribing observer: {observer.__class__.__name__}")
+        logger.debug(f"Subscribing Dapr observer: {observer.__class__.__name__}")
         self._observers.append(observer)
 
         global subscription_started
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index c9c466d..d285011 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -10,7 +10,7 @@ from uuid import UUID  # noqa: TC003 - need for pydantic
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
 from impacket.dpapi import PRIVATE_KEY_BLOB, PVK_FILE_HDR
-from pydantic import BaseModel, ConfigDict, field_validator
+from pydantic import BaseModel, ConfigDict, field_serializer, field_validator
 
 if TYPE_CHECKING:
     from .types import Sid
@@ -320,6 +320,18 @@ class DpapiSystemCredential(BaseModel):
     user_key: bytes
     machine_key: bytes
 
+    @field_serializer('user_key', 'machine_key')
+    def serialize_bytes_as_hex(self, value: bytes) -> str:
+        """Serialize bytes fields as hex strings for JSON serialization."""
+        return value.hex()
+
+    def model_dump(self, **kwargs):
+        """Override to serialize bytes as hex strings."""
+        data = super().model_dump(**kwargs)
+        data["user_key"] = self.user_key.hex()
+        data["machine_key"] = self.machine_key.hex()
+        return data
+
     @classmethod
     def from_bytes(cls, dpapi_system_data: bytes | str) -> DpapiSystemCredential:
         """Create a DpapiSystemCredential from bytes.
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 2a8f7de..510d83f 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -75,7 +75,7 @@ async def lifespan(app: FastAPI):
 
     try:
         # Initialize workflow runtime and modules
-        module_execution_order = await initialize_workflow_runtime()
+        module_execution_order = await initialize_workflow_runtime(dpapi_manager)
 
         # Wait a bit for runtime to initialize
         await asyncio.sleep(5)
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 76d33dc..3c41435 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -21,7 +21,6 @@ from common.models2.dpapi import (
     Sha1CredentialKey,
 )
 from Crypto.Hash import SHA1
-from dapr.clients import DaprClient
 from fastapi import APIRouter, Body, Depends, HTTPException, Request
 from nemesis_dpapi import (
     DomainBackupKey,
@@ -34,9 +33,9 @@ from nemesis_dpapi import (
     Sha1Hash,
 )
 from nemesis_dpapi.eventing import (
-    DaprDpapiEventPublisher,
     DpapiEvent,
     DpapiObserver,
+    NewDpapiSystemCredentialEvent,
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
@@ -64,6 +63,12 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
                 event_type=type(evnt).__name__,
                 data=evnt,
             )
+        elif isinstance(evnt, NewDpapiSystemCredentialEvent):
+            logger.warning(
+                "!!!!!!!!!!!!!!!!!!!! Received NewDpapiSystemCredentialEvent",
+                event_type=type(evnt).__name__,
+                data=evnt,
+            )
         else:
             logger.warning(
                 "Received unhandled DPAPI event",
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index e5a5404..df4183e 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -1,4 +1,5 @@
 # src/workflow/workflow.py
+import asyncio
 import io
 import json
 import ntpath
@@ -18,6 +19,7 @@ from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
 from file_enrichment_modules.module_loader import ModuleLoader
 from file_linking import FileLinkingEngine
+from nemesis_dpapi import DpapiManager
 
 logger = get_logger(__name__)
 
@@ -858,9 +860,9 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 ##########################################
 
 
-async def initialize_workflow_runtime():
+async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client, file_linking_engine, dpapi_manager
+    global workflow_runtime, workflow_client, file_linking_engine
 
     # Initialize file linking system with shared instance
     file_linking_engine = FileLinkingEngine(postgres_connection_string)
@@ -879,12 +881,13 @@ async def initialize_workflow_runtime():
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    # for module in workflow_runtime.modules.values():
-    #     if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
-    #         logger.debug(f"Setting 'dpapi_manager' for '{module}'")
-    #         module.dpapi_manager = dpapi_manager  # type: ignore
-    #     elif hasattr(workflow_runtime, "dpapi_manager"):
-    #         logger.debug(f"'dpapi_manager' already set for for '{module}'")
+    for module in workflow_runtime.modules.values():
+        if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
+            logger.debug(f"Setting 'dpapi_manager' for '{module}'")
+            module.dpapi_manager = dpapi_manager  # type: ignore
+            module.loop = asyncio.get_running_loop()  # type: ignore
+        elif hasattr(workflow_runtime, "dpapi_manager"):
+            logger.debug(f"'dpapi_manager' already set for for '{module}'")
 
     # Build dependency graph from filtered modules
     graph = build_dependency_graph(available_modules)

From 7d16798b4937e1bc8b5308d5ca073a8fa503a545 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 3 Oct 2025 11:55:33 -0700
Subject: [PATCH 121/279] update async dpapi in modules

---
 libs/chromium/chromium/local_state.py         | 11 +++-
 .../chromium_cookies/analyzer.py              | 17 ++++-
 .../chromium_localstate/analyzer.py           | 35 ++--------
 .../chromium_logins/analyzer.py               | 17 ++++-
 .../dpapi_blob/analyzer.py                    | 27 +-------
 .../dpapi_masterkey/analyzer.py               | 18 ++----
 .../lsass_dump/analyzer.py                    | 18 ++----
 .../registry_hive/analyzer.py                 | 22 +++++--
 .../examples/masterkey_auto_decrypt.py        | 12 ++--
 .../nemesis_dpapi/auto_decrypt.py             | 64 +++++++++++++------
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      | 10 ++-
 libs/nemesis_dpapi/tests/test_keys.py         | 45 +++++++++++++
 12 files changed, 177 insertions(+), 119 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index ce28e4b..7d6e666 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -28,7 +28,7 @@ async def process_chromium_local_state(
     dpapi_manager: DpapiManager,
     object_id: str,
     file_path: str | None = None,
-) -> dict:
+) -> dict | None:
     """Process Chromium Local State file and insert state keys into database.
 
     Args:
@@ -103,7 +103,7 @@ async def _insert_state_keys(
     content: str,
     pg_conn,
     dpapi_manager: DpapiManager,
-) -> dict:
+) -> dict | None:
     """Parse Local State JSON and insert state keys into chromium.state_keys table."""
     try:
         # Parse JSON content
@@ -205,19 +205,24 @@ async def _insert_state_keys(
                                     )
                                 else:
                                     logger.warning("Failed to derive ABE key")
+                                    return None
                             else:
                                 logger.warning("Failed to parse ABE blob")
+                                return None
                         else:
                             logger.warning("Failed to decrypt ABE blob with user masterkey")
+                            return None
                     except Exception as e:
                         logger.warning(f"Unable to decrypt/process final app bound key blob: {e}")
+                        return None
             except Exception as e:
                 logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {e}")
+                return None
 
         # Skip if no keys are present
         if not key_bytes_enc and not app_bound_key_enc:
             logger.warning("No encryption keys found in Local State file")
-            return {}
+            return None
 
         # Prepare data for PostgreSQL
         state_key_data = {
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index f13edc9..fa7d86a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -1,4 +1,5 @@
 # enrichment_modules/chromium_cookies/analyzer.py
+import asyncio
 import csv
 import sqlite3
 import tempfile
@@ -27,7 +28,8 @@ class ChromeCookiesParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.dpapi_manager: DpapiManager
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
 
         # Yara rule to check for Chrome Cookies tables
         self.yara_rule = yara_x.compile("""
@@ -75,6 +77,19 @@ rule Chrome_Cookies_Tables
         return should_run
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Do the file enrichment.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process Chrome Cookies database.
 
         Args:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 66f9a32..ace70f7 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -9,7 +9,6 @@ from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager
 
@@ -27,7 +26,8 @@ class ChromeLocalStateParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
 
         # Yara rule to check for Chrome Login Data tables
         self.yara_rule = yara_x.compile("""
@@ -80,41 +80,20 @@ rule Chrome_Local_State
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
-        loop = None
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            # No running loop
-            pass
-
-        if loop:
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
-        else:
-            # No running loop, create a new event loop
-            return asyncio.run(self._process_async(object_id, file_path))
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
 
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-        if not postgres_connection_string.startswith("postgres://"):
-            raise ValueError(
-                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
-            )
-
-        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
         try:
             # Use the chromium library to process and insert into database
             state_key_data = await process_chromium_local_state(self.dpapi_manager, object_id, file_path)
 
-            # Create enrichment result with parsed data
-            enrichment = EnrichmentResult(module_name=self.name)
-            enrichment.results = {"parsed": state_key_data}
+            if state_key_data:
+                enrichment = EnrichmentResult(module_name=self.name)
+                enrichment.results = {"parsed": state_key_data}
 
-            return enrichment
+                return enrichment
 
         except Exception as e:
             logger.exception(e, message="Error processing Chrome Local State file")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 2dd4481..131021c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -1,4 +1,5 @@
 # enrichment_modules/chromium_logins/analyzer.py
+import asyncio
 import csv
 import sqlite3
 import tempfile
@@ -26,7 +27,8 @@ class ChromeLoginsParser(EnrichmentModule):
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
-        self.dpapi_manager: DpapiManager
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
 
         # Yara rule to check for Chrome Login Data tables
         self.yara_rule = yara_x.compile("""
@@ -74,6 +76,19 @@ rule Chrome_Logins_Tables
         return should_run
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Do the file enrichment.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process Chrome Login Data database.
 
         Args:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index 121d9db..29b36b8 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -21,7 +21,8 @@ class DpapiBlobAnalyzer(EnrichmentModule):
         self.dapr_client = DaprClient()
         self.size_limit = 50000000  # only check the first 50 megs for DPAPI blobs, for performance
         self.max_blobs = 100
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
@@ -76,18 +77,7 @@ rule has_dpapi_blob
             EnrichmentResult or None if processing fails
         """
 
-        loop = None
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            # No running loop
-            pass
-
-        if loop:
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
-        else:
-            # No running loop, create a new event loop
-            return asyncio.run(self._process_async(object_id, file_path))
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process file in either workflow or standalone mode.
@@ -97,17 +87,6 @@ rule has_dpapi_blob
             file_path: Optional path to already downloaded file
         """
 
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-        if not postgres_connection_string.startswith("postgres://"):
-            raise ValueError(
-                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
-            )
-
-        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
-
         try:
             file_enriched = get_file_enriched(object_id)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 6e72ee0..58c20c5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -26,8 +26,9 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
     def __init__(self, standalone: bool = False):
         super().__init__("dpapi_masterkey")
         self.storage = StorageMinio()
-        self.dpapi_manager: DpapiManager | None = None
-        self.loop: asyncio.AbstractEventLoop | None = None
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
+
         # the workflows this module should automatically run in
         self.workflows = ["default"]
 
@@ -190,18 +191,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             EnrichmentResult or None if processing fails
         """
 
-        loop = None
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            # No running loop
-            pass
-
-        if loop:
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
-        else:
-            # No running loop, create a new event loop
-            return asyncio.run(self._process_async(object_id, file_path))
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index fdfd425..33fec20 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -56,7 +56,8 @@ class LsassDumpParser(EnrichmentModule):
         self.storage = StorageMinio()
         # the workflows this module should automatically run in
         self.workflows = ["default"]
-        self.dpapi_manager: DpapiManager | None = None
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
         self.size_limit = 1024 * 1024 * 100  # 100 MB size limit for LSASS dumps
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
@@ -551,18 +552,7 @@ class LsassDumpParser(EnrichmentModule):
             EnrichmentResult or None if processing fails
         """
 
-        loop = None
-        try:
-            loop = asyncio.get_running_loop()
-        except RuntimeError:
-            # No running loop
-            pass
-
-        if loop:
-            return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), loop).result()
-        else:
-            # No running loop, create a new event loop
-            return asyncio.run(self._process_async(object_id, file_path))
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
@@ -576,7 +566,7 @@ class LsassDumpParser(EnrichmentModule):
                 "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
             )
 
-        self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
+        # self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
 
         logger.debug("Starting async processing of LSASS dump", object_id=object_id)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index ffeed8f..e828020 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -32,8 +32,8 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         super().__init__("registry_hive")
         self.storage = StorageMinio()
         self.workflows = ["default"]
-        self.dpapi_manager: DpapiManager | None = None
-        self.loop: asyncio.AbstractEventLoop | None = None
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
 
         # Get PostgreSQL connection string
         with DaprClient() as client:
@@ -704,6 +704,19 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         return summary
 
     def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Do the file enrichment.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process registry hive file and extract relevant information."""
         try:
             file_enriched = get_file_enriched(object_id)
@@ -963,9 +976,6 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             machine_key: The machine key component (20 bytes)
             user_key: The user key component (20 bytes)
         """
-        if not self.dpapi_manager:
-            logger.warning("DPAPI manager not initialized, skipping DPAPI_SYSTEM credential registration")
-            return
 
         try:
             # Create DPAPI system credential from the machine and user keys
@@ -979,7 +989,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             # Register with the DPAPI manager - it will automatically decrypt compatible masterkeys
             await self.dpapi_manager.upsert_dpapi_system_credential(dpapi_system_cred)
 
-            logger.warning("Successfully registered DPAPI_SYSTEM credential with DPAPI manager")
+            logger.info("Successfully registered DPAPI_SYSTEM credential with DPAPI manager")
 
         except Exception as e:
             logger.exception(e, f"Failed to register DPAPI_SYSTEM credential: {e}")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 91cbb65..0118dff 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -68,11 +68,11 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
         print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
 
         if len(decrypted_keys_final) > len(decrypted_keys):
-            print("✓ Auto-decryption successfully decrypted existing masterkeys!")
+            print("✅ Auto-decryption successfully decrypted existing masterkeys!")
             for mk in decrypted_keys_final:
                 print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
         else:
-            print("✗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
+            print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
 async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data):
@@ -124,11 +124,11 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
         print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) > 0:
-            print("✓ Auto-decryption successfully decrypted new masterkeys!")
+            print("✅ Auto-decryption successfully decrypted new masterkeys!")
             for mk in decrypted_keys_after:
                 print(f"  Decrypted: {mk.guid} ({len(mk.plaintext_key or b'')} bytes)")
         else:
-            print("✗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
+            print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
 async def auto_decryption_disabled(mk_domain, backup_key_data):
@@ -167,10 +167,10 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
         print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) == len(decrypted_keys_before):
-            print("✓ Auto-decryption correctly disabled - no automatic decryption occurred")
+            print("✅ Auto-decryption correctly disabled - no automatic decryption occurred")
         else:
             print(
-                "✗ Some masterkeys were decrypted despite auto-decryption being disabled! This is unexpected and something is broken!"
+                "❗ Some masterkeys were decrypted despite auto-decryption being disabled! This is unexpected and something is broken!"
             )
 
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 4f67bf6..caf4aa9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -46,7 +46,7 @@ class AutoDecryptionObserver(DpapiObserver):
         if isinstance(event, NewDomainBackupKeyEvent):
             self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
         elif isinstance(event, NewEncryptedMasterKeyEvent):
-            self._create_task(self._attempt_new_masterkey_decryption(event.masterkey_guid))
+            await self._attempt_new_masterkey_decryption(event.masterkey_guid)
         elif isinstance(event, NewDpapiSystemCredentialEvent):
             self._create_task(self._attempt_masterkey_decryption_with_system_credential(event.credential))
 
@@ -60,12 +60,20 @@ class AutoDecryptionObserver(DpapiObserver):
         self._background_tasks.add(task)
         task.add_done_callback(self._background_tasks.discard)
 
-    async def _attempt_masterkey_decryption_with_system_credential(self, credential: DpapiSystemCredential) -> None:
+    async def _attempt_masterkey_decryption_with_system_credential(
+        self, credential: DpapiSystemCredential, encrypted_masterkeys: list[MasterKey] | None = None
+    ) -> None:
         """Attempt to decrypt all encrypted masterkeys using the new DPAPI system credentials."""
         start_time = time.perf_counter()
 
         logger.debug("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
-        encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+
+        if encrypted_masterkeys is None:
+            # TODO: Filter out User masterkeys
+            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+
+        if len(encrypted_masterkeys) == 0:
+            return
 
         decrypted_count = 0
         for encrypted_mk in encrypted_masterkeys:
@@ -98,38 +106,42 @@ class AutoDecryptionObserver(DpapiObserver):
         end_time = time.perf_counter()
         logger.debug(f"_attempt_masterkey_decryption_with_system_credential took {end_time - start_time:.4f} seconds")
 
-    async def _attempt_masterkey_decryption_with_backup_key(self, backup_key_guid: UUID) -> None:
-        """Attempt to decrypt all masterkeys using the new backup key."""
+    async def _attempt_masterkey_decryption_with_backup_key(
+        self, backup_key_guid: UUID, encrypted_masterkeys: list[MasterKey] | None = None
+    ) -> None:
+        """Attempt to decrypt masterkeys using a backup key."""
+
         start_time = time.perf_counter()
         try:
-            masterkeys = await self.dpapi_manager.get_all_masterkeys()
-            encrypted_count = len([mk for mk in masterkeys if not mk.is_decrypted])
+            if encrypted_masterkeys is None:
+                # TODO: Filter out SYSTEM masterkeys
+                encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY
+                )
 
-            if encrypted_count == 0:
+            if len(encrypted_masterkeys) == 0:
                 return
 
-            # Get all backup keys (including the new one)
-            backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
-            new_backup_key = next((bk for bk in backup_keys if bk.guid == backup_key_guid), None)
+            new_backup_key = await self.dpapi_manager._backup_key_repo.get_backup_key(backup_key_guid)
 
             if not new_backup_key:
                 return
 
             # Try to decrypt each encrypted masterkey with the new backup key
-            for masterkey in masterkeys:
-                if masterkey.is_decrypted:
+            for enc_masterkey in encrypted_masterkeys:
+                if enc_masterkey.is_decrypted:
                     continue
 
-                if masterkey.encrypted_key_backup is None:
+                if enc_masterkey.encrypted_key_backup is None:
                     continue
 
                 masterkey_file = MasterKeyFile(
                     version=0,
                     modified=False,
                     file_path=None,
-                    masterkey_guid=masterkey.guid,
+                    masterkey_guid=enc_masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
-                    domain_backup_key=masterkey.encrypted_key_backup,
+                    domain_backup_key=enc_masterkey.encrypted_key_backup,
                 )
 
                 try:
@@ -140,12 +152,12 @@ class AutoDecryptionObserver(DpapiObserver):
 
                 if result:
                     print(
-                        f"Successfully decrypted masterkey {masterkey.guid} with new backup key {new_backup_key.guid}"
+                        f"Successfully decrypted masterkey {enc_masterkey.guid} with new backup key {new_backup_key.guid}"
                     )
                     new_mk = MasterKey(
-                        guid=masterkey.guid,
-                        encrypted_key_usercred=masterkey.encrypted_key_usercred,
-                        encrypted_key_backup=masterkey.encrypted_key_backup,
+                        guid=enc_masterkey.guid,
+                        encrypted_key_usercred=enc_masterkey.encrypted_key_usercred,
+                        encrypted_key_backup=enc_masterkey.encrypted_key_backup,
                         plaintext_key=result.plaintext_key,
                         plaintext_key_sha1=result.plaintext_key_sha1,
                         backup_key_guid=result.backup_key_guid,
@@ -161,7 +173,6 @@ class AutoDecryptionObserver(DpapiObserver):
 
     async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
-        start_time = time.perf_counter()
 
         masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
 
@@ -171,6 +182,17 @@ class AutoDecryptionObserver(DpapiObserver):
         if masterkey.is_decrypted:
             return  # Already decrypted
 
+        # We have an encrypted masterkey, try and decrypt with:
+        # - Available domain backup keys
+        # - (TODO) Available DPAPI_SYSTEM credentials
+        # - (TODO) Available user credentials
+        self._create_task(self._decrypt_with_backup_keys(masterkey))
+        # self._create_task(self._decrypt_with_system_credentials(masterkey))
+        # self._create_task(self._decrypt_with_user_credentials(masterkey))
+
+    async def _decrypt_with_backup_keys(self, masterkey: MasterKey) -> None:
+        """Attempt to decrypt a masterkey using all available backup keys."""
+        start_time = time.perf_counter()
         if masterkey.encrypted_key_backup is None:
             return  # Cannot decrypt if there's backup key data
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index d285011..8ed24e7 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -320,7 +320,15 @@ class DpapiSystemCredential(BaseModel):
     user_key: bytes
     machine_key: bytes
 
-    @field_serializer('user_key', 'machine_key')
+    @field_validator("user_key", "machine_key", mode="before")
+    @classmethod
+    def deserialize_hex_to_bytes(cls, v: bytes | str) -> bytes:
+        """Deserialize hex strings back to bytes."""
+        if isinstance(v, str):
+            return bytes.fromhex(v)
+        return v
+
+    @field_serializer("user_key", "machine_key")
     def serialize_bytes_as_hex(self, value: bytes) -> str:
         """Serialize bytes fields as hex strings for JSON serialization."""
         return value.hex()
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index b8a0340..e71e19a 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -884,3 +884,48 @@ class TestDpapiSystemSecret:
         # Should raise ValueError because length is not exactly 44 bytes
         with pytest.raises(ValueError, match="Incorrect LSA secret size, expected at least 44 bytes, got 77"):
             DpapiSystemCredential.from_lsa_secret(lsa_secret_data)
+
+    def test_serialization_to_json(self):
+        """Test serialization of DpapiSystemCredential to JSON."""
+        user_key = bytes.fromhex(dpapi_system_user_key_hex)
+        machine_key = bytes.fromhex(dpapi_system_machine_key_hex)
+
+        credential = DpapiSystemCredential(user_key=user_key, machine_key=machine_key)
+
+        # Serialize to dict
+        data = credential.model_dump()
+
+        assert data["user_key"] == dpapi_system_user_key_hex
+        assert data["machine_key"] == dpapi_system_machine_key_hex
+
+    def test_deserialization_from_json(self):
+        """Test deserialization of DpapiSystemCredential from JSON with hex strings."""
+        # Create data dict with hex strings (as would be received from JSON)
+        data = {
+            "user_key": dpapi_system_user_key_hex,
+            "machine_key": dpapi_system_machine_key_hex
+        }
+
+        # Deserialize from dict
+        credential = DpapiSystemCredential(**data)
+
+        # Verify bytes are correctly deserialized
+        assert credential.user_key == bytes.fromhex(dpapi_system_user_key_hex)
+        assert credential.machine_key == bytes.fromhex(dpapi_system_machine_key_hex)
+
+    def test_round_trip_serialization(self):
+        """Test round-trip serialization/deserialization maintains data integrity."""
+        user_key = bytes.fromhex(dpapi_system_user_key_hex)
+        machine_key = bytes.fromhex(dpapi_system_machine_key_hex)
+
+        original = DpapiSystemCredential(user_key=user_key, machine_key=machine_key)
+
+        # Serialize to dict
+        data = original.model_dump()
+
+        # Deserialize back
+        restored = DpapiSystemCredential(**data)
+
+        # Verify they match
+        assert restored.user_key == original.user_key
+        assert restored.machine_key == original.machine_key

From 0dcd5e8e028e01850630127b9de40efc4d92da8e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 3 Oct 2025 16:05:08 -0700
Subject: [PATCH 122/279] decrypt enc mk's with system cred

---
 .../nemesis_dpapi/auto_decrypt.py             | 96 +++++++++++++------
 1 file changed, 69 insertions(+), 27 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index caf4aa9..bd76cb0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -44,13 +44,13 @@ class AutoDecryptionObserver(DpapiObserver):
     async def update(self, event: DpapiEvent) -> None:
         """Handle DPAPI events, specifically new domain backup keys, encrypted masterkeys, and new credentials."""
         if isinstance(event, NewDomainBackupKeyEvent):
-            self._create_task(self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid))
+            self._create_task(self._handle_new_backup_key(event))
         elif isinstance(event, NewEncryptedMasterKeyEvent):
-            await self._attempt_new_masterkey_decryption(event.masterkey_guid)
+            await self._handle_new_encrypted_masterkey(event)
         elif isinstance(event, NewDpapiSystemCredentialEvent):
-            self._create_task(self._attempt_masterkey_decryption_with_system_credential(event.credential))
+            self._create_task(await self._handle_new_sytem_credential(event))
 
-    def _create_task(self, coroutine) -> None:
+    def _create_task(self, coroutine) -> asyncio.Task:
         """Creates a background task and maintains a reference until its completion
 
         The purpose of this is to maintain reference to the task so that the garbage collector
@@ -60,6 +60,54 @@ class AutoDecryptionObserver(DpapiObserver):
         self._background_tasks.add(task)
         task.add_done_callback(self._background_tasks.discard)
 
+        return task
+
+    async def _handle_new_backup_key(self, event: NewDomainBackupKeyEvent) -> None:
+        """Handle a new domain backup key by decrypting existing encrypted masterkeys."""
+
+        logger.debug(f"New domain backup key added: {event.backup_key_guid}, attempting decryption...")
+
+        start_time = time.perf_counter()
+        await self._attempt_masterkey_decryption_with_backup_key(event.backup_key_guid)
+        end_time = time.perf_counter()
+
+        logger.debug(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
+
+    async def _handle_new_encrypted_masterkey(self, event: NewEncryptedMasterKeyEvent) -> None:
+        """Attempt to decrypt a new masterkey using existing domain backup keys."""
+
+        masterkey = await self.dpapi_manager.get_masterkey(event.masterkey_guid)
+
+        if not masterkey:
+            raise ValueError(f"New masterkey {event.masterkey_guid} not found in the DB!")
+
+        if masterkey.is_decrypted:
+            return  # Already decrypted
+
+        # We have an encrypted masterkey, try and decrypt with:
+        # - Available domain backup keys
+        # - Available DPAPI_SYSTEM credentials
+        # - (TODO) Available user credentials
+
+        tasks = [
+            self._create_task(self._decrypt_with_backup_keys(masterkey)),
+            self._create_task(self._decrypt_with_system_credentials(masterkey)),
+            # self._create_task(self._decrypt_with_user_credentials(masterkey)),  # TODO
+        ]
+
+        result = await asyncio.gather(*tasks, return_exceptions=True)
+
+    async def _handle_new_sytem_credential(self, event: NewDpapiSystemCredentialEvent) -> None:
+        """Handle a new DPAPI_SYSTEM credential by attempting to decrypt existing encrypted masterkeys."""
+
+        logger.debug("New DPAPI_SYSTEM credential added. Attempting decryption...")
+
+        start_time = time.perf_counter()
+        await self._attempt_masterkey_decryption_with_system_credential(event.credential)
+        end_time = time.perf_counter()
+
+        logger.debug(f"_attempt_masterkey_decryption_with_system_credential took {end_time - start_time:.4f} seconds")
+
     async def _attempt_masterkey_decryption_with_system_credential(
         self, credential: DpapiSystemCredential, encrypted_masterkeys: list[MasterKey] | None = None
     ) -> None:
@@ -111,7 +159,6 @@ class AutoDecryptionObserver(DpapiObserver):
     ) -> None:
         """Attempt to decrypt masterkeys using a backup key."""
 
-        start_time = time.perf_counter()
         try:
             if encrypted_masterkeys is None:
                 # TODO: Filter out SYSTEM masterkeys
@@ -167,28 +214,6 @@ class AutoDecryptionObserver(DpapiObserver):
 
         except Exception as e:
             logger.error(f"Auto-decrypt error: {e}")
-        finally:
-            end_time = time.perf_counter()
-            logger.debug(f"_attempt_masterkey_decryption_with_backup_key took {end_time - start_time:.4f} seconds")
-
-    async def _attempt_new_masterkey_decryption(self, masterkey_guid: UUID) -> None:
-        """Attempt to decrypt a new masterkey using existing domain backup keys."""
-
-        masterkey = await self.dpapi_manager.get_masterkey(masterkey_guid)
-
-        if not masterkey:
-            raise ValueError(f"New masterkey {masterkey_guid} not found in the DB!")
-
-        if masterkey.is_decrypted:
-            return  # Already decrypted
-
-        # We have an encrypted masterkey, try and decrypt with:
-        # - Available domain backup keys
-        # - (TODO) Available DPAPI_SYSTEM credentials
-        # - (TODO) Available user credentials
-        self._create_task(self._decrypt_with_backup_keys(masterkey))
-        # self._create_task(self._decrypt_with_system_credentials(masterkey))
-        # self._create_task(self._decrypt_with_user_credentials(masterkey))
 
     async def _decrypt_with_backup_keys(self, masterkey: MasterKey) -> None:
         """Attempt to decrypt a masterkey using all available backup keys."""
@@ -232,3 +257,20 @@ class AutoDecryptionObserver(DpapiObserver):
 
         end_time = time.perf_counter()
         logger.debug(f"_attempt_masterkey_decryption took {end_time - start_time:.4f} seconds")
+
+    async def _decrypt_with_system_credentials(self, masterkey: MasterKey) -> None:
+        """Attempt to decrypt a masterkey using all available DPAPI_SYSTEM credentials."""
+        start_time = time.perf_counter()
+        if masterkey.encrypted_key_usercred is None:
+            return  # Cannot decrypt if there's no user credential data
+
+        system_credentials = await self.dpapi_manager._dpapi_system_cred_repo.get_all_credentials()
+        if not system_credentials:
+            return
+
+        # Try to decrypt the masterkey with each system credential
+        for credential in system_credentials:
+            await self._attempt_masterkey_decryption_with_system_credential(credential, [masterkey])
+
+        end_time = time.perf_counter()
+        logger.debug(f"_decrypt_with_system_credentials took {end_time - start_time:.4f} seconds")

From 786f7c214aafae131e3fd1820e781035cc42a460 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 3 Oct 2025 16:05:18 -0700
Subject: [PATCH 123/279] add kaitai for masterkeys

---
 libs/nemesis_dpapi/kaitai/masterkey.ksy | 134 ++++++++++++++++++++++++
 1 file changed, 134 insertions(+)
 create mode 100644 libs/nemesis_dpapi/kaitai/masterkey.ksy

diff --git a/libs/nemesis_dpapi/kaitai/masterkey.ksy b/libs/nemesis_dpapi/kaitai/masterkey.ksy
new file mode 100644
index 0000000..dcdc9af
--- /dev/null
+++ b/libs/nemesis_dpapi/kaitai/masterkey.ksy
@@ -0,0 +1,134 @@
+meta:
+  id: dpapi_masterkey
+  title: DPAPI Master Key File
+  endian: le
+  ks-version: 0.9
+doc: |
+  Parser for Windows DPAPI master key files, based on the 010 Editor
+  template "DPAPI-Masterkey.bt" by Jean-Michel Picod. Modified made
+  Lee Chagolla-Christensen based on more recent analysis.
+seq:
+  - id: header
+    type: masterkey_header
+  # Master key blob (encrypted)
+  - id: mkey
+    type: mkey_blob
+    if: header.cb_master_key > 0
+    doc: >
+      Total size of the file header, in bytes.
+  # Backup key blob (encrypted)
+  - id: backup_key
+    type: backup_key_blob
+    if: header.cb_backup_key > 0
+  # Credential history reference
+  - id: credhist
+    type: credhist
+    if: header.cb_credhist > 0
+  # Domain key structure
+  - id: domain_key
+    type: domain_key
+    if: header.cb_domain_key > 0
+types:
+  # ----------------------------
+  # Common GUID (little-endian layout)
+  # ----------------------------
+  guid:
+    seq:
+      - id: data1      # 32-bit, little-endian
+        type: u4le
+      - id: data2      # 16-bit, little-endian
+        type: u2le
+      - id: data3      # 16-bit, little-endian
+        type: u2le
+      - id: data4      # 8 bytes, as-is
+        size: 8
+  # ----------------------------
+  # MkeyHeader (32 bytes)
+  # ----------------------------
+  mkey_header:
+    seq:
+      - id: dw_revision
+        type: u4
+      - id: pb_iv
+        size: 16
+      - id: dw_rounds
+        type: u4
+      - id: id_hash
+        type: u4
+      - id: id_cipher
+        type: u4
+  # ----------------------------
+  # Variable-length encrypted blob for master key
+  # ----------------------------
+  mkey_blob:
+    seq:
+      - id: hdr
+        type: mkey_header
+      - id: cipher
+        size: _root.header.cb_master_key - 32  # mkey_header is 32 bytes
+  # ----------------------------
+  # Variable-length encrypted blob for backup key
+  # ----------------------------
+  backup_key_blob:
+    seq:
+      - id: hdr
+        type: mkey_header
+      - id: cipher
+        size: _root.header.cb_backup_key - 32  # mkey_header is 32 bytes
+  # ----------------------------
+  # DomainKey (BACKUPKEY_RECOVERY_BLOB)
+  # ----------------------------
+  domain_key:
+    seq:
+      - id: dw_version
+        type: u4
+        doc: version of structure (BACKUPKEY_RECOVERY_BLOB_VERSION)
+      - id: cb_encrypted_master_key
+        type: u4
+        doc: quantity of encrypted master key data following structure
+      - id: cb_encrypted_payload
+        type: u4
+        doc: quantity of encrypted payload
+      - id: guid_key
+        type: guid
+        doc: guid identifying backup key used
+      - id: encrypted_master_key
+        size: cb_encrypted_master_key
+        doc: encrypted master key data
+      - id: encrypted_payload
+        size: cb_encrypted_payload
+        doc: encrypted payload data
+  # ----------------------------
+  # Credhist (reference – compact version: revision + GUID)
+  # ----------------------------
+  credhist:
+    seq:
+      - id: dw_revision
+        type: u4
+      - id: g_cred
+        type: guid
+  # ----------------------------
+  # MasterkeyHeader (MASTERKEY_STORED_ON_DISK)
+  # ----------------------------
+  masterkey_header:
+    seq:
+      - id: dw_revision
+        type: u4
+      - id: f_modified
+        type: u4
+      - id: sz_file_path
+        type: u4
+      - id: wsz_guid_master_key
+        type: str
+        size: 80
+        encoding: UTF-16LE
+      - id: dw_policy
+        type: u4
+      - id: cb_master_key
+        type: u8
+      - id: cb_backup_key
+        type: u8
+      - id: cb_credhist
+        type: u8
+      - id: cb_domain_key
+        type: u8
\ No newline at end of file

From 62d303c0ca284ce597eaf95d7af0ea0920b32898 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 3 Oct 2025 18:07:47 -0700
Subject: [PATCH 124/279] parse domain back GUID from masterkeys

---
 .../dpapi_masterkey/analyzer.py               |   4 +-
 libs/nemesis_dpapi/examples/example.py        |  64 +-------
 .../examples/masterkey_auto_decrypt.py        |   2 +-
 .../nemesis_dpapi/auto_decrypt.py             |  12 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 145 ++++++++++++++----
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |   6 +
 libs/nemesis_dpapi/tests/test_core.py         |   2 +-
 7 files changed, 143 insertions(+), 92 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 58c20c5..4eda1d2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -237,10 +237,12 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
 
                 # Create MasterKey object and add to DPAPI manager
                 if self.dpapi_manager:
+                    backup_key = masterkey_file.domain_backup_key
                     mk = MasterKey(
                         guid=masterkey_file.masterkey_guid,
                         encrypted_key_usercred=masterkey_file.master_key,
-                        encrypted_key_backup=masterkey_file.domain_backup_key,
+                        encrypted_key_backup=backup_key.raw_bytes if backup_key else None,
+                        backup_key_guid=backup_key.guid_key if backup_key else None,
                     )
 
                     # The DPAPI manager handles all decryption automatically
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 7288354..0b70a6e 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -1,5 +1,6 @@
 """Example showing DPAPI usage with eventing.
 
+To run this example: poetry run python /home/itadmin/code/Nemesis/libs/nemesis_dpapi/examples/example.py
 This example demonstrates the complete DPAPI workflow including:
 
 1. Event monitoring setup
@@ -22,7 +23,6 @@ This example demonstrates the complete DPAPI workflow including:
    - Parses the blob to extract its masterkey GUID
    - Decrypts the blob using the previously loaded masterkeys
    - Displays the decrypted plaintext content
-
 """
 
 import asyncio
@@ -71,13 +71,6 @@ async def main() -> None:
         backup_key_data = json.load(f)
 
     masterkey_file = MasterKeyFile.parse(masterkey_file_path)
-    backup_key_bytes = base64.b64decode(backup_key_data["key"])
-
-    # Create a fake backup key by corrupting one byte
-    pvk_header_size = 20  # PVK_FILE_HDR size
-    fake_backup_key_bytes = (
-        backup_key_bytes[: pvk_header_size + 32] + b"\xff" + backup_key_bytes[pvk_header_size + 33 :]
-    )
 
     if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
         raise ValueError("Invalid masterkey file")
@@ -90,59 +83,17 @@ async def main() -> None:
         monitor = MyDpapiEventMonitor()
         await manager.subscribe(monitor)
 
-        # Add masterkeys
-        domain_mk_guid = UUID("12345678-1234-5678-9abc-123456789abc")
-        await manager.upsert_masterkey(
-            MasterKey(
-                guid=domain_mk_guid,
-                encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
-                encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
-            )
-        )
-
-        cred_mk_guid1 = UUID("87654321-4321-8765-cba9-987654321cba")
-        await manager.upsert_masterkey(
-            MasterKey(
-                guid=cred_mk_guid1,
-                encrypted_key_usercred=masterkey_file.master_key[:-1] + b"\x00",
-                encrypted_key_backup=masterkey_file.domain_backup_key[:-1] + b"\x00",
-            )
-        )
-
-        # Create a fake masterkey that won't decrypt
-        cred_mk_guid2 = UUID("11111111-2222-3333-4444-555555555555")
-        await manager.upsert_masterkey(
-            MasterKey(
-                guid=cred_mk_guid2,
-                encrypted_key_usercred=masterkey_file.master_key[:50] + b"\xff" * 20 + masterkey_file.master_key[70:],
-                encrypted_key_backup=masterkey_file.domain_backup_key[:50]
-                + b"\xff" * 30
-                + masterkey_file.domain_backup_key[80:],
-            )
-        )
-
-        print("Added 3 masterkeys")
-
-        # Add domain backup key (fake one first)
-        backup_key = DomainBackupKey(
-            guid=UUID("aaaaaaaa-bbbb-cccc-dddd-eeeeeeeeeeee"),
-            key_data=fake_backup_key_bytes,
-        )
-        await manager.upsert_domain_backup_key(backup_key)
-
-        # Check results after fake backup key
-        all_keys = await manager.get_all_masterkeys()
-        decrypted_keys = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(f"\nAfter fake backup key - Total masterkeys: {len(all_keys)}, Decrypted: {len(decrypted_keys)}")
-
+        # Add the real masterkey from the test fixture
         await manager.upsert_masterkey(
             MasterKey(
                 guid=masterkey_file.masterkey_guid,
                 encrypted_key_usercred=masterkey_file.master_key,
-                encrypted_key_backup=masterkey_file.domain_backup_key,
+                encrypted_key_backup=masterkey_file.domain_backup_key.raw_bytes,
             )
         )
 
+        print("Added 1 masterkey")
+
         # Add real backup key
         real_backup_key = DomainBackupKey(
             guid=UUID(backup_key_data["backup_key_guid"]),
@@ -173,7 +124,6 @@ async def main() -> None:
             blob_data = f.read()
 
         # Parse blob to get its structure and masterkey GUID
-
         blob = Blob.parse(blob_data)
         print(f"Blob masterkey GUID: {blob.masterkey_guid}")
 
@@ -181,10 +131,6 @@ async def main() -> None:
         decrypted_blob_data = await manager.decrypt_blob(blob)
         print(f"Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
 
-        # Update domain_mk_guid to use the real one for blob decryption test
-        if decrypted_keys_final:
-            domain_mk_guid = masterkey_file.masterkey_guid
-
 
 if __name__ == "__main__":
     asyncio.run(main())
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 0118dff..17c6e3d 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -41,7 +41,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
-                    encrypted_key_backup=mk_domain.domain_backup_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes if mk_domain.domain_backup_key else None,
                 )
             )
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index bd76cb0..a2c337e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -10,7 +10,7 @@ from nemesis_dpapi.exceptions import MasterKeyDecryptionError
 from nemesis_dpapi.keys import MasterKeyEncryptionKey
 from nemesis_dpapi.repositories import MasterKeyFilter
 
-from .core import MasterKey, MasterKeyFile, MasterKeyPolicy
+from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy
 from .eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -182,13 +182,21 @@ class AutoDecryptionObserver(DpapiObserver):
                 if enc_masterkey.encrypted_key_backup is None:
                     continue
 
+                # Parse the encrypted backup key bytes into a BackupKeyRecoveryBlob
+                try:
+                    backup_key_blob = BackupKeyRecoveryBlob.parse(enc_masterkey.encrypted_key_backup)
+                except Exception:
+                    # Skip if we can't parse the backup key blob
+                    continue
+
                 masterkey_file = MasterKeyFile(
                     version=0,
                     modified=False,
                     file_path=None,
                     masterkey_guid=enc_masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
-                    domain_backup_key=enc_masterkey.encrypted_key_backup,
+                    domain_backup_key=backup_key_blob,
+                    raw_bytes=b"",  # Not needed for decryption
                 )
 
                 try:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 4cfd47e..ab20e3f 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -6,10 +6,10 @@ import json
 import struct
 from enum import IntFlag
 from pathlib import Path
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Self
 from uuid import UUID
 
-from Crypto.Cipher import PKCS1_v1_5
+from Cryptodome.Cipher import PKCS1_v1_5
 from Cryptodome.Hash import SHA1
 from dpapick3 import blob as dpapick3_blob
 from impacket.dpapi import (
@@ -19,17 +19,11 @@ from impacket.dpapi import (
     PVK_FILE_HDR,
     privatekeyblob_to_pkcs1,
 )
-from impacket.dpapi import DomainKey as ImpacketDomainKey
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict
 
-from .exceptions import (
-    BlobDecryptionError,
-    BlobParsingError,
-    InvalidBackupKeyError,
-    MasterKeyDecryptionError,
-)
+from .exceptions import BlobDecryptionError, BlobParsingError, InvalidBackupKeyError, MasterKeyDecryptionError
 from .keys import MasterKeyEncryptionKey
 
 if TYPE_CHECKING:
@@ -58,6 +52,24 @@ class BaseModel(PydanticBaseModel):
         return cls.model_validate(parsed)
 
 
+class FlagMixin:
+    def has_any(self: Self, flags: Self) -> bool:
+        """True if *any* bit in `flags` is set in `self`."""
+        return bool(self & flags)
+
+    def has_all(self: Self, flags: Self) -> bool:
+        """True if *all* bits in `flags` are set in `self`."""
+        return (self & flags) == flags
+
+    def enable(self: Self, flags: Self) -> Self:
+        """Return self | flags."""
+        return self | flags
+
+    def disable(self: Self, flags: Self) -> Self:
+        """Return self with `flags` cleared."""
+        return self & ~flags
+
+
 class MasterKeyPolicy(IntFlag):
     """Policy bits for DPAPI masterkey."""
 
@@ -261,6 +273,95 @@ class Blob(BaseModel):
         return blob_dpapick.cleartext
 
 
+class BackupKeyRecoveryBlob(BaseModel):
+    """Represents a BACKUPKEY_RECOVERY_BLOB structure.
+
+    Used for backup key recovery operations in DPAPI.
+    """
+
+    model_config = {"frozen": True}
+
+    raw_bytes: bytes
+
+    version: int
+    cb_encrypted_master_key: int
+    cb_encrypted_payload: int
+    guid_key: UUID
+    encrypted_master_key: bytes
+    encrypted_payload: bytes
+
+    @classmethod
+    def parse(cls, data: bytes) -> BackupKeyRecoveryBlob:
+        """Parse a BACKUPKEY_RECOVERY_BLOB from bytes.
+
+        Args:
+            data: Raw bytes containing the BACKUPKEY_RECOVERY_BLOB structure
+
+        Returns:
+            BackupKeyRecoveryBlob instance with parsed data
+
+        Raises:
+            ValueError: If data is too short or invalid
+        """
+        if len(data) < 28:  # Minimum size: 4 + 4 + 4 + 16
+            raise ValueError(f"Data too short for BACKUPKEY_RECOVERY_BLOB: {len(data)} bytes")
+
+        # Parse header: DWORD version, DWORD cbEncryptedMasterKey, DWORD cbEncryptedPayload
+        blob_header = struct.unpack("<III", data[:12])
+        version = blob_header[0]
+        cb_encrypted_master_key = blob_header[1]
+        cb_encrypted_payload = blob_header[2]
+
+        # Validate version (typically 2 for BACKUPKEY_RECOVERY_BLOB)
+        if version not in (1, 2, 3):
+            raise ValueError(f"Unexpected BACKUPKEY_RECOVERY_BLOB version: {version}")
+
+        # Validate data sizes are reasonable
+        if cb_encrypted_master_key > len(data) or cb_encrypted_payload > len(data):
+            raise ValueError(
+                f"Invalid sizes: cb_encrypted_master_key={cb_encrypted_master_key}, "
+                f"cb_encrypted_payload={cb_encrypted_payload}, data_len={len(data)}"
+            )
+
+        # Validate total size matches expected size
+        expected_size = 28 + cb_encrypted_master_key + cb_encrypted_payload
+        if len(data) < expected_size:
+            raise ValueError(f"Data too short: expected {expected_size} bytes, got {len(data)} bytes")
+
+        # Parse GUID (16 bytes starting at offset 12)
+        guid_bytes = data[12:28]
+        data1, data2, data3 = struct.unpack("<IHH", guid_bytes[:8])
+        data4 = guid_bytes[8:16]
+        guid_key = UUID(f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}")
+
+        # Extract encrypted master key and payload
+        offset_emk = 28
+        encrypted_master_key = data[offset_emk : offset_emk + cb_encrypted_master_key]
+        offset_ep = offset_emk + cb_encrypted_master_key
+        encrypted_payload = data[offset_ep : offset_ep + cb_encrypted_payload]
+
+        # Validate we got the expected amount of data
+        if len(encrypted_master_key) != cb_encrypted_master_key:
+            raise ValueError(
+                f"Encrypted master key size mismatch: expected {cb_encrypted_master_key}, "
+                f"got {len(encrypted_master_key)}"
+            )
+        if len(encrypted_payload) != cb_encrypted_payload:
+            raise ValueError(
+                f"Encrypted payload size mismatch: expected {cb_encrypted_payload}, got {len(encrypted_payload)}"
+            )
+
+        return cls(
+            raw_bytes=data,
+            version=version,
+            cb_encrypted_master_key=cb_encrypted_master_key,
+            cb_encrypted_payload=cb_encrypted_payload,
+            guid_key=guid_key,
+            encrypted_master_key=encrypted_master_key,
+            encrypted_payload=encrypted_payload,
+        )
+
+
 class MasterKeyFile(BaseModel):
     """Represents a DPAPI masterkey file structure.
 
@@ -284,10 +385,10 @@ class MasterKeyFile(BaseModel):
     backup_key: bytes | None = None
 
     # Domain backup key ("DC recovery key" in MS parlance) protected masterkey data (pbBBK - backup backup key?).
-    domain_backup_key: bytes | None = None
+    domain_backup_key: BackupKeyRecoveryBlob | None = None
 
     # Raw bytes of the entire master key file
-    raw_bytes: bytes | None = None
+    raw_bytes: bytes
 
     @classmethod
     def parse(cls, file_path: str | Path) -> MasterKeyFile:
@@ -378,7 +479,8 @@ class MasterKeyFile(BaseModel):
 
         backup_dc_key = None
         if cb_bbk > 0:
-            backup_dc_key = data[offset : offset + cb_bbk]
+            backup_dc_key_bytes = data[offset : offset + cb_bbk]
+            backup_dc_key = BackupKeyRecoveryBlob.parse(backup_dc_key_bytes)
 
         return cls(
             version=version,
@@ -410,19 +512,6 @@ class MasterKeyFile(BaseModel):
         if not self.domain_backup_key:
             raise ValueError("Masterkey file contains no domain backup key data")
 
-        # Validate domain backup key has minimum size for ImpacketDomainKey structure
-        # (4 bytes version + 16 bytes GUID = 20 bytes minimum)
-        if len(self.domain_backup_key) < 20:
-            raise ValueError(
-                f"Domain backup key data too short ({len(self.domain_backup_key)} bytes). "
-                "This appears to be a local backup key, not a domain backup key."
-            )
-
-        try:
-            domain_key = ImpacketDomainKey(self.domain_backup_key)
-        except Exception as e:
-            raise ValueError(f"Failed to parse domain backup key data from master key file: {e}") from e
-
         try:
             # Extract the private key from the backup key data
             key = PRIVATE_KEY_BLOB(backup_key.key_data[len(PVK_FILE_HDR()) :])
@@ -431,8 +520,8 @@ class MasterKeyFile(BaseModel):
         except Exception as e:
             raise InvalidBackupKeyError(f"Invalid domain backup key: {e}") from e
 
-        # Decrypt the masterkey (reverse byte order as per Impacket implementation)
-        decrypted_key = cipher.decrypt(domain_key["SecretData"][::-1], None)
+        # Decrypt the masterkey. Encrypted masterkey is in reverse byte order (per Impacket implementation)
+        decrypted_key = cipher.decrypt(self.domain_backup_key.encrypted_master_key[::-1], None)
 
         if not decrypted_key:
             raise MasterKeyDecryptionError("Failed to decrypt masterkey with backup key")
@@ -456,7 +545,7 @@ class MasterKeyFile(BaseModel):
         return MasterKey(
             guid=self.masterkey_guid,
             encrypted_key_usercred=self.master_key,
-            encrypted_key_backup=self.domain_backup_key,
+            encrypted_key_backup=self.domain_backup_key.raw_bytes,
             plaintext_key=plaintext_key,
             plaintext_key_sha1=plaintext_key_sha1,
             backup_key_guid=backup_key.guid,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 267baff..fb82ecc 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -224,6 +224,12 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
         return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid)
 
+    async def get_system_credential(self, guid: UUID) -> DpapiSystemCredential | None:
+        """Retrieve a DPAPI system credential by GUID."""
+        if not self._initialized:
+            await self._initialize_storage()
+        return await self._dpapi_system_cred_repo.get_credential(guid)
+
     async def close(self) -> None:
         """Close the manager and cleanup resources."""
         if self._pg_pool:
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index cdc5c21..5a7ebe3 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -62,7 +62,7 @@ class TestMasterKeyFile:
         assert masterkey.master_key and len(masterkey.master_key) == 176
         assert masterkey.local_key and len(masterkey.local_key) == 144
         assert not masterkey.backup_key
-        assert masterkey.domain_backup_key and len(masterkey.domain_backup_key) == 428
+        assert masterkey.domain_backup_key and len(masterkey.domain_backup_key.raw_bytes) == 428
 
     def test_parse_valid_masterkey_file_local(self):
         """Test parsing a valid masterkey file from a local account."""

From 5e7cb1b2b0e894deafca5bad9a8d1dde28945e93 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Sat, 4 Oct 2025 16:43:29 +0900
Subject: [PATCH 125/279] Added DPAPI masterkey and domain backupkey display
 pages

- Added DPAPI masterkey and domain backupkey display pages
---
 infra/hasura/metadata/tables.yaml             |  13 +-
 .../Dpapi/DpapiDomainBackupKeys.jsx           | 312 ++++++++++++++++-
 .../src/components/Dpapi/DpapiMasterKeys.jsx  | 325 +++++++++++++++++-
 3 files changed, 619 insertions(+), 31 deletions(-)

diff --git a/infra/hasura/metadata/tables.yaml b/infra/hasura/metadata/tables.yaml
index c2db380..30ec64a 100644
--- a/infra/hasura/metadata/tables.yaml
+++ b/infra/hasura/metadata/tables.yaml
@@ -183,4 +183,15 @@
         foreign_key_constraint_on: originating_object_id
 - table:
     name: state_keys
-    schema: chromium
\ No newline at end of file
+    schema: chromium
+
+# `dpapi` schema
+- table:
+    name: masterkeys
+    schema: dpapi
+- table:
+    name: system_credentials
+    schema: dpapi
+- table:
+    name: domain_backup_keys
+    schema: dpapi
diff --git a/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
index 083dbbd..f007a54 100644
--- a/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
@@ -1,23 +1,305 @@
-import React from 'react';
-import { AlertTriangle } from 'lucide-react';
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, Search } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
 
-const DpapiDomainBackupKeys = () => {
   return (
-    <div className="p-6">
-      {/* Placeholder content */}
-      <div className="flex items-center justify-center h-64 border-2 border-dashed border-gray-300 dark:border-gray-600 rounded-lg">
-        <div className="text-center">
-          <AlertTriangle className="mx-auto h-12 w-12 text-gray-400 dark:text-gray-500" />
-          <h3 className="mt-2 text-sm font-medium text-gray-900 dark:text-gray-100">
-            Domain Backup Keys
-          </h3>
-          <p className="mt-1 text-sm text-gray-500 dark:text-gray-400">
-            This will display data from <code>dpapi.domain_backup_keys</code> table when available.
-          </p>
-        </div>
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div
+        className={`px-4 flex-shrink-0 w-96 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'guid' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.guid, 'guid')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.guid || ''} side="top" align="start">
+          <span className="block truncate font-mono">{record.guid || ''}</span>
+        </Tooltip>
+      </div>
+      <div
+        className={`px-4 flex-grow text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'domain_controller' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.domain_controller, 'domain_controller')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.domain_controller || 'None'} side="top" align="start" maxWidth="full">
+          <span className={`block truncate ${record.domain_controller ? '' : 'italic text-gray-400 dark:text-gray-500'}`}>
+            {record.domain_controller || 'None'}
+          </span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-4 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
       </div>
     </div>
   );
 };
 
+const DpapiDomainBackupKeys = () => {
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [totalCount, setTotalCount] = useState(0);
+
+  // Filter states
+  const [guidFilter, setGuidFilter] = useState(() => searchParams.get('guid') || '');
+  const [dcFilter, setDcFilter] = useState(() => searchParams.get('dc') || '');
+  const [sortColumn, setSortColumn] = useState(() => {
+    const col = searchParams.get('sort_column');
+    return (col === 'guid' || col === 'domain_controller') ? col : 'guid';
+  });
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'asc');
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (guidFilter) {
+      conditions.push({ guid: { _ilike: guidFilter.replace(/\*/g, '%') } });
+    }
+
+    if (dcFilter) {
+      conditions.push({ domain_controller: { _ilike: dcFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    orderBy[sortColumn] = sortDirection;
+    return orderBy;
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (guidFilter) {
+      params.set('guid', guidFilter);
+    }
+
+    if (dcFilter) {
+      params.set('dc', dcFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [guidFilter, dcFilter, sortColumn, sortDirection, setSearchParams]);
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+
+      try {
+        const query = {
+          query: `
+            query GetDomainBackupKeys($where: dpapi_domain_backup_keys_bool_exp, $order_by: [dpapi_domain_backup_keys_order_by!]) {
+              dpapi_domain_backup_keys(
+                where: $where,
+                order_by: $order_by
+              ) {
+                guid
+                domain_controller
+              }
+              dpapi_domain_backup_keys_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause(),
+            order_by: buildOrderByClause()
+          }
+        };
+
+        const response = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(query)
+        });
+
+        if (!response.ok) {
+          throw new Error(`Network response error: ${response.status}`);
+        }
+
+        const result = await response.json();
+        if (result.errors) {
+          throw new Error(result.errors[0].message);
+        }
+
+        setRecords(result.data.dpapi_domain_backup_keys);
+        setTotalCount(result.data.dpapi_domain_backup_keys_aggregate.aggregate.count);
+      } catch (err) {
+        console.error('Error fetching DPAPI domain backup keys:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [guidFilter, dcFilter, sortColumn, sortDirection]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by GUID"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={guidFilter}
+              onChange={(e) => setGuidFilter(e.target.value)}
+            />
+          </div>
+
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by domain controller"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 w-64"
+              value={dcFilter}
+              onChange={(e) => setDcFilter(e.target.value)}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} domain backup key{totalCount !== 1 ? 's' : ''} found
+          </span>
+        </div>
+      </div>
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="guid"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-96"
+        >
+          GUID
+        </SortableHeader>
+        <SortableHeader
+          column="domain_controller"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-grow"
+        >
+          Domain Controller
+        </SortableHeader>
+      </div>
+
+      {/* Error state */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 m-4">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading DPAPI domain backup keys: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading state */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* No results state */}
+      {!isLoading && !error && records.length === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No domain backup keys found</h3>
+            <p className="max-w-md mx-auto">
+              No DPAPI domain backup keys match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* Virtualized list */}
+      {!isLoading && !error && records.length > 0 && (
+        <div className="h-[calc(100vh-180px)]">
+          <AutoSizer>
+            {({ height, width }) => (
+              <List
+                height={height}
+                width={width}
+                itemCount={records.length}
+                itemSize={ROW_HEIGHT}
+                itemData={{
+                  records
+                }}
+              >
+                {Row}
+              </List>
+            )}
+          </AutoSizer>
+        </div>
+      )}
+    </div>
+  );
+};
+
 export default DpapiDomainBackupKeys;
\ No newline at end of file
diff --git a/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
index f817689..e98ff0d 100644
--- a/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
@@ -1,23 +1,318 @@
-import React from 'react';
-import { AlertTriangle } from 'lucide-react';
+import Tooltip from '@/components/shared/Tooltip2';
+import { AlertTriangle, ChevronDown, ChevronUp, Search } from 'lucide-react';
+import React, { useEffect, useState } from 'react';
+import { useSearchParams } from 'react-router-dom';
+import AutoSizer from 'react-virtualized-auto-sizer';
+import { FixedSizeList as List } from 'react-window';
+
+const ROW_HEIGHT = 48;
+
+const Row = React.memo(({ index, style, data }) => {
+  const { records } = data;
+  const record = records[index];
+  const [copiedCell, setCopiedCell] = useState(null);
+
+  const handleCellDoubleClick = (value, cellKey) => {
+    if (value && value.toString().trim()) {
+      navigator.clipboard.writeText(value.toString());
+      setCopiedCell(cellKey);
+      setTimeout(() => setCopiedCell(null), 1000);
+    }
+  };
+
+  // Convert BYTEA to hex string for display
+  const bytesToHex = (bytes) => {
+    if (!bytes) return null;
+    // If it's already a string (hex format from PostgreSQL), strip the \x prefix
+    if (typeof bytes === 'string') {
+      return bytes.startsWith('\\x') ? bytes.substring(2) : bytes;
+    }
+    // If it's a Buffer or Uint8Array, convert to hex
+    return Array.from(bytes)
+      .map(b => b.toString(16).padStart(2, '0'))
+      .join('');
+  };
+
+  const plaintextKeySha1 = bytesToHex(record.plaintext_key_sha1);
 
-const DpapiMasterKeys = () => {
   return (
-    <div className="p-6">
-      {/* Placeholder content */}
-      <div className="flex items-center justify-center h-64 border-2 border-dashed border-gray-300 dark:border-gray-600 rounded-lg">
-        <div className="text-center">
-          <AlertTriangle className="mx-auto h-12 w-12 text-gray-400 dark:text-gray-500" />
-          <h3 className="mt-2 text-sm font-medium text-gray-900 dark:text-gray-100">
-            Master Keys
-          </h3>
-          <p className="mt-1 text-sm text-gray-500 dark:text-gray-400">
-            This will display data from <code>dpapi.masterkeys</code> table when available.
-          </p>
-        </div>
+    <div
+      style={style}
+      className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
+    >
+      <div
+        className={`px-4 flex-shrink-0 w-96 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'guid' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.guid, 'guid')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.guid || ''} side="top" align="start">
+          <span className="block truncate font-mono">{record.guid || ''}</span>
+        </Tooltip>
+      </div>
+      <div
+        className={`px-4 flex-shrink-0 w-96 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'plaintext_key_sha1' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(plaintextKeySha1, 'plaintext_key_sha1')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={plaintextKeySha1 || 'Not decrypted'} side="top" align="start">
+          <span className={`block truncate font-mono ${plaintextKeySha1 ? '' : 'italic text-gray-400 dark:text-gray-500'}`}>
+            {plaintextKeySha1 || 'Not decrypted'}
+          </span>
+        </Tooltip>
+      </div>
+      <div
+        className={`px-4 flex-shrink-0 w-80 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'backup_key_guid' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.backup_key_guid, 'backup_key_guid')}
+        title="Double-click to copy"
+      >
+        <Tooltip content={record.backup_key_guid || 'None'} side="top" align="start">
+          <span className={`block truncate font-mono ${record.backup_key_guid ? '' : 'italic text-gray-400 dark:text-gray-500'}`}>
+            {record.backup_key_guid || 'None'}
+          </span>
+        </Tooltip>
+      </div>
+    </div>
+  );
+});
+
+const SortableHeader = ({ children, column, currentSort, currentDirection, onSort, className = "" }) => {
+  const isActive = currentSort === column;
+  const nextDirection = isActive && currentDirection === 'asc' ? 'desc' : 'asc';
+
+  return (
+    <div
+      className={`flex items-center cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700 px-4 py-2 ${className}`}
+      onClick={() => onSort(column, nextDirection)}
+    >
+      <span className="text-sm font-medium text-gray-500 dark:text-gray-400">{children}</span>
+      <div className="ml-1 flex flex-col">
+        {isActive ? (
+          currentDirection === 'asc' ? (
+            <ChevronUp className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          ) : (
+            <ChevronDown className="w-3 h-3 text-gray-600 dark:text-gray-300" />
+          )
+        ) : (
+          <div className="w-3 h-3" />
+        )}
       </div>
     </div>
   );
 };
 
+const DpapiMasterKeys = () => {
+  const [searchParams, setSearchParams] = useSearchParams();
+  const [records, setRecords] = useState([]);
+  const [isLoading, setIsLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [totalCount, setTotalCount] = useState(0);
+
+  // Filter states
+  const [guidFilter, setGuidFilter] = useState(() => searchParams.get('guid') || '');
+  const [sortColumn, setSortColumn] = useState(() => searchParams.get('sort_column') || 'guid');
+  const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'asc');
+
+  const handleSort = (column, direction) => {
+    setSortColumn(column);
+    setSortDirection(direction);
+  };
+
+  const buildWhereClause = () => {
+    const conditions = [];
+
+    if (guidFilter) {
+      conditions.push({ guid: { _ilike: guidFilter.replace(/\*/g, '%') } });
+    }
+
+    return conditions.length > 0 ? conditions[0] : {};
+  };
+
+  const buildOrderByClause = () => {
+    const orderBy = {};
+    orderBy[sortColumn] = sortDirection;
+    return orderBy;
+  };
+
+  useEffect(() => {
+    const params = new URLSearchParams();
+
+    if (guidFilter) {
+      params.set('guid', guidFilter);
+    }
+
+    params.set('sort_column', sortColumn);
+    params.set('sort_direction', sortDirection);
+
+    setSearchParams(params, { replace: true });
+  }, [guidFilter, sortColumn, sortDirection, setSearchParams]);
+
+  useEffect(() => {
+    const fetchData = async () => {
+      setIsLoading(true);
+      setError(null);
+
+      try {
+        const query = {
+          query: `
+            query GetMasterKeys($where: dpapi_masterkeys_bool_exp, $order_by: [dpapi_masterkeys_order_by!]) {
+              dpapi_masterkeys(
+                where: $where,
+                order_by: $order_by
+              ) {
+                guid
+                plaintext_key_sha1
+                backup_key_guid
+              }
+              dpapi_masterkeys_aggregate(where: $where) {
+                aggregate {
+                  count
+                }
+              }
+            }
+          `,
+          variables: {
+            where: buildWhereClause(),
+            order_by: buildOrderByClause()
+          }
+        };
+
+        const response = await fetch('/hasura/v1/graphql', {
+          method: 'POST',
+          headers: {
+            'Content-Type': 'application/json',
+            'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+          },
+          body: JSON.stringify(query)
+        });
+
+        if (!response.ok) {
+          throw new Error(`Network response error: ${response.status}`);
+        }
+
+        const result = await response.json();
+        if (result.errors) {
+          throw new Error(result.errors[0].message);
+        }
+
+        setRecords(result.data.dpapi_masterkeys);
+        setTotalCount(result.data.dpapi_masterkeys_aggregate.aggregate.count);
+      } catch (err) {
+        console.error('Error fetching DPAPI masterkeys:', err);
+        setError(err.message);
+      } finally {
+        setIsLoading(false);
+      }
+    };
+
+    fetchData();
+  }, [guidFilter, sortColumn, sortDirection]);
+
+  return (
+    <div>
+      {/* Filters */}
+      <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
+        <div className="flex items-center space-x-4 min-w-max">
+          <div className="flex items-center space-x-2">
+            <Search className="w-5 h-5 text-gray-500 dark:text-gray-400" />
+            <input
+              type="text"
+              placeholder="Filter by GUID"
+              className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+              value={guidFilter}
+              onChange={(e) => setGuidFilter(e.target.value)}
+            />
+          </div>
+
+          <span className="text-sm text-gray-600 dark:text-gray-400">
+            {totalCount.toLocaleString()} masterkey{totalCount !== 1 ? 's' : ''} found
+          </span>
+        </div>
+      </div>
+
+      {/* Headers */}
+      <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="guid"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-96"
+        >
+          GUID
+        </SortableHeader>
+        <SortableHeader
+          column="plaintext_key_sha1"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-96"
+        >
+          Plaintext Key SHA1
+        </SortableHeader>
+        <SortableHeader
+          column="backup_key_guid"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-80"
+        >
+          Backup Key GUID
+        </SortableHeader>
+      </div>
+
+      {/* Error state */}
+      {error && (
+        <div className="p-2 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2 m-4">
+          <AlertTriangle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <div className="flex flex-col">
+            <span className="text-red-600 dark:text-red-400">Error loading DPAPI masterkeys: {error}</span>
+            <span className="text-sm text-red-500 dark:text-red-400">Check browser console for details</span>
+          </div>
+        </div>
+      )}
+
+      {/* Loading state */}
+      {isLoading && (
+        <div className="flex justify-center items-center h-32">
+          <div className="animate-spin rounded-full h-8 w-8 border-b-2 border-blue-600 dark:border-blue-400"></div>
+        </div>
+      )}
+
+      {/* No results state */}
+      {!isLoading && !error && records.length === 0 && (
+        <div className="flex flex-col items-center justify-center p-12 text-center">
+          <div className="text-gray-500 dark:text-gray-400 mb-6">
+            <Search className="w-12 h-12 mx-auto mb-4 opacity-50" />
+            <h3 className="text-lg font-medium mb-2">No masterkeys found</h3>
+            <p className="max-w-md mx-auto">
+              No DPAPI masterkeys match your current filters.
+            </p>
+          </div>
+        </div>
+      )}
+
+      {/* Virtualized list */}
+      {!isLoading && !error && records.length > 0 && (
+        <div className="h-[calc(100vh-180px)]">
+          <AutoSizer>
+            {({ height, width }) => (
+              <List
+                height={height}
+                width={width}
+                itemCount={records.length}
+                itemSize={ROW_HEIGHT}
+                itemData={{
+                  records
+                }}
+              >
+                {Row}
+              </List>
+            )}
+          </AutoSizer>
+        </div>
+      )}
+    </div>
+  );
+};
+
 export default DpapiMasterKeys;
\ No newline at end of file

From de507dcdb553274678a8b1b20ea4eb515bf79bb0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 8 Oct 2025 19:40:28 -0700
Subject: [PATCH 126/279] improved backup key parsing, enhanced backup key auto
 decryption, backup key parsing of masterkeys

---
 .../kaitai/domain_backup_key.ksy              | 226 ++++++++++++++++++
 .../nemesis_dpapi/auto_decrypt.py             |   2 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  60 ++++-
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      | 110 ++++++++-
 libs/nemesis_dpapi/tests/test_core.py         |  13 +-
 libs/nemesis_dpapi/tests/test_keys.py         |  17 +-
 6 files changed, 409 insertions(+), 19 deletions(-)
 create mode 100644 libs/nemesis_dpapi/kaitai/domain_backup_key.ksy

diff --git a/libs/nemesis_dpapi/kaitai/domain_backup_key.ksy b/libs/nemesis_dpapi/kaitai/domain_backup_key.ksy
new file mode 100644
index 0000000..02f5180
--- /dev/null
+++ b/libs/nemesis_dpapi/kaitai/domain_backup_key.ksy
@@ -0,0 +1,226 @@
+meta:
+  id: pvk_file
+  title: Private Key (PVK) File Format
+  file-extension: pvk
+  endian: le
+
+doc: |
+  PVK (Private Key) file format used for storing cryptographic private keys.
+  This format can store keys with optional password-based encryption using
+  RC2-CBC or RC4 algorithms.
+
+seq:
+  - id: header
+    type: file_hdr
+  - id: pvk_data
+    type: pvk_blob
+    size: header.cb_pvk
+    doc: Private key data (may be encrypted depending on header.encrypt_type)
+
+types:
+  file_hdr:
+    doc: FILE_HDR structure describing the PVK file format
+    seq:
+      - id: magic
+        type: u4
+        doc: Magic number identifying PVK file format (0xb0b5f11e)
+      - id: version
+        type: u4
+        doc: File version (should be 0 for PVK_FILE_VERSION_0)
+      - id: key_spec
+        type: u4
+        enum: key_spec_enum
+        doc: Key specification (AT_KEYEXCHANGE or AT_SIGNATURE)
+      - id: encrypt_type
+        type: u4
+        enum: encrypt_type_enum
+        doc: Encryption type used for the private key data
+      - id: cb_encrypt_data
+        type: u4
+        doc: Size of encrypted data (should be max 4096 bytes)
+      - id: cb_pvk
+        type: u4
+        doc: Size of private key data (should be 1-4096 bytes)
+
+  pvk_blob:
+    doc: PVK data containing blob header and key data
+    seq:
+      - id: blob_header
+        type: publickeystruc
+      - id: rsa_pubkey
+        type: rsapubkey
+        if: blob_header.ai_key_alg == alg_id_enum::calg_rsa_keyx or blob_header.ai_key_alg == alg_id_enum::calg_rsa_sign
+      - id: rsa_key_data
+        type: rsa_key_components
+        if: blob_header.ai_key_alg == alg_id_enum::calg_rsa_keyx or blob_header.ai_key_alg == alg_id_enum::calg_rsa_sign
+      - id: key_data_rem
+        size-eos: true
+        doc: Remaining key data for non-RSA keys
+
+  publickeystruc:
+    doc: BLOBHEADER / PUBLICKEYSTRUC structure
+    seq:
+      - id: b_type
+        type: u1
+        enum: blob_type_enum
+        doc: Blob type (e.g., PUBLICKEYBLOB, PRIVATEKEYBLOB)
+      - id: b_version
+        type: u1
+        doc: Version (should be 0x02 for CUR_BLOB_VERSION)
+      - id: reserved
+        type: u2
+        doc: Reserved, should be 0
+      - id: ai_key_alg
+        type: u4
+        enum: alg_id_enum
+        doc: Algorithm ID for the key
+
+  rsapubkey:
+    doc: RSAPUBKEY structure for RSA keys
+    seq:
+      - id: magic
+        type: u4
+        doc: Magic number (RSA1 for public, RSA2 for private)
+      - id: bitlen
+        type: u4
+        doc: Number of bits in the modulus
+      - id: pubexp
+        type: u4
+        doc: Public exponent
+    instances:
+      is_private_key:
+        value: magic == 0x32415352
+        doc: True if magic is "RSA2" (private key)
+      is_public_key:
+        value: magic == 0x31415352
+        doc: True if magic is "RSA1" (public key)
+      modulus_bytes:
+        value: bitlen / 8
+        doc: Size of modulus in bytes
+      half_modulus_bytes:
+        value: bitlen / 16
+        doc: Size of each prime in bytes
+
+  rsa_key_components:
+    doc: RSA key components following RSAPUBKEY
+    seq:
+      - id: modulus
+        size: _parent.rsa_pubkey.modulus_bytes
+        doc: RSA modulus (n = p * q)
+      - id: prime1
+        size: _parent.rsa_pubkey.half_modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: First prime factor (p)
+      - id: prime2
+        size: _parent.rsa_pubkey.half_modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: Second prime factor (q)
+      - id: exponent1
+        size: _parent.rsa_pubkey.half_modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: d mod (p-1)
+      - id: exponent2
+        size: _parent.rsa_pubkey.half_modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: d mod (q-1)
+      - id: coefficient
+        size: _parent.rsa_pubkey.half_modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: (inverse of q) mod p
+      - id: private_exponent
+        size: _parent.rsa_pubkey.modulus_bytes
+        if: _parent.blob_header.b_type == blob_type_enum::privatekeyblob
+        doc: Private exponent (d)
+
+enums:
+  key_spec_enum:
+    1: at_keyexchange
+    2: at_signature
+
+  encrypt_type_enum:
+    0: no_encrypt
+    1: rc4_password_encrypt
+    2: rc2_cbc_password_encrypt
+
+  blob_type_enum:
+    0x01: simpleblob
+    0x06: publickeyblob
+    0x07: privatekeyblob
+    0x08: plaintextkeyblob
+    0x09: opaquekeyblob
+    0x0a: publickeyblobex
+    0x0b: symmetricwrapkeyblob
+    0x0c: keystateblob
+
+  alg_id_enum:
+    0x6601: calg_des
+    0x6602: calg_rc2
+    0x6603: calg_3des
+    0x6604: calg_desx
+    0x6609: calg_3des_112
+    0x660a: calg_skipjack
+    0x660b: calg_tek
+    0x660c: calg_cylink_mek
+    0x660d: calg_rc5
+    0x660e: calg_aes_128
+    0x660f: calg_aes_192
+    0x6610: calg_aes_256
+    0x6611: calg_aes
+    0x6801: calg_rc4
+    0x6802: calg_seal
+    0x8001: calg_md2
+    0x8002: calg_md4
+    0x8003: calg_md5
+    0x8004: calg_sha
+    0x8005: calg_mac
+    0x8008: calg_ssl3_shamd5
+    0x8009: calg_hmac
+    0x800a: calg_tls1prf
+    0x800b: calg_hash_replace_owf
+    0x800c: calg_sha_256
+    0x800d: calg_sha_384
+    0x800e: calg_sha_512
+    0x2000: calg_no_sign
+    0x2200: calg_dss_sign
+    0x2203: calg_ecdsa
+    0x2400: calg_rsa_sign
+    0xa001: calg_ecmqv
+    0xa003: calg_hughes_md5
+    0xa400: calg_rsa_keyx
+    0xaa01: calg_dh_sf
+    0xaa02: calg_dh_ephem
+    0xaa03: calg_agreedkey_any
+    0xaa04: calg_kea_keyx
+    0xaa05: calg_ecdh
+    0xae06: calg_ecdh_ephem
+    0x4c01: calg_ssl3_master
+    0x4c02: calg_schannel_master_hash
+    0x4c03: calg_schannel_mac_key
+    0x4c04: calg_pct1_master
+    0x4c05: calg_ssl2_master
+    0x4c06: calg_tls1_master
+    0x4c07: calg_schannel_enc_key
+    0xfffffffc: calg_oid_info_pq_t
+    0xfffffffd: calg_oid_info_pq
+    0xfffffffe: calg_oid_info_parameters
+    0xffffffff: calg_oid_info_cng_only
+
+instances:
+  is_valid_magic:
+    value: header.magic == 0xb0b5f11e
+  is_valid_version:
+    value: header.version == 0
+  is_encrypted:
+    value: header.encrypt_type != encrypt_type_enum::no_encrypt
+  expected_file_size:
+    value: 24 + header.cb_pvk
+    doc: Expected total file size (24-byte header + pvk_data)
+  actual_file_size:
+    value: _io.size
+    doc: Actual file size in bytes
+  pvk_data_ends_at_eof:
+    value: expected_file_size == actual_file_size
+    doc: True if pvk_data extends exactly to end of file
+  extra_bytes:
+    value: actual_file_size - expected_file_size
+    doc: Number of extra bytes after pvk_data (negative if file is truncated)
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index a2c337e..acccf5a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -221,7 +221,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
 
         except Exception as e:
-            logger.error(f"Auto-decrypt error: {e}")
+            logger.error(f"Auto-decrypt _attempt_masterkey_decryption_with_backup_key error: {e}")
 
     async def _decrypt_with_backup_keys(self, masterkey: MasterKey) -> None:
         """Attempt to decrypt a masterkey using all available backup keys."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index ab20e3f..48e5e97 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -70,7 +70,7 @@ class FlagMixin:
         return self & ~flags
 
 
-class MasterKeyPolicy(IntFlag):
+class MasterKeyPolicy(FlagMixin, IntFlag):
     """Policy bits for DPAPI masterkey."""
 
     NONE = 0x0  # No special policy
@@ -103,6 +103,19 @@ class MasterKey(BaseModel):
         """Check if masterkey has been decrypted."""
         return self.plaintext_key is not None
 
+    def __str__(self) -> str:
+        """Return a string representation of the MasterKey with all properties."""
+        lines = [
+            f"MasterKey({self.guid})",
+            f"  guid: {self.guid}",
+            f"  encrypted_key_usercred: {self.encrypted_key_usercred.hex() if self.encrypted_key_usercred else None}",
+            f"  encrypted_key_backup: {self.encrypted_key_backup.hex() if self.encrypted_key_backup else None}",
+            f"  plaintext_key: {self.plaintext_key.hex() if self.plaintext_key else None}",
+            f"  plaintext_key_sha1: {self.plaintext_key_sha1.hex() if self.plaintext_key_sha1 else None}",
+            f"  backup_key_guid: {self.backup_key_guid}",
+        ]
+        return "\r\n".join(lines)
+
     def decrypt(self, master_key_encryption_key: MasterKeyEncryptionKey) -> MasterKey:
         """Decrypt the master key using the provided master key encryption key.
 
@@ -276,7 +289,7 @@ class Blob(BaseModel):
 class BackupKeyRecoveryBlob(BaseModel):
     """Represents a BACKUPKEY_RECOVERY_BLOB structure.
 
-    Used for backup key recovery operations in DPAPI.
+    Used for domain backup key recovery operations in DPAPI.
     """
 
     model_config = {"frozen": True}
@@ -290,6 +303,19 @@ class BackupKeyRecoveryBlob(BaseModel):
     encrypted_master_key: bytes
     encrypted_payload: bytes
 
+    def __str__(self) -> str:
+        """Return a string representation of the BackupKeyRecoveryBlob with all properties."""
+        lines = [
+            "BackupKeyRecoveryBlob()",
+            f"  version: {self.version}",
+            f"  cb_encrypted_master_key: {self.cb_encrypted_master_key}",
+            f"  cb_encrypted_payload: {self.cb_encrypted_payload}",
+            f"  guid_key: {self.guid_key}",
+            f"  encrypted_master_key: {self.encrypted_master_key.hex()}",
+            f"  encrypted_payload: {self.encrypted_payload.hex()}",
+        ]
+        return "\n".join(lines)
+
     @classmethod
     def parse(cls, data: bytes) -> BackupKeyRecoveryBlob:
         """Parse a BACKUPKEY_RECOVERY_BLOB from bytes.
@@ -301,7 +327,7 @@ class BackupKeyRecoveryBlob(BaseModel):
             BackupKeyRecoveryBlob instance with parsed data
 
         Raises:
-            ValueError: If data is too short or invalid
+            ValueError: If the data format is not a valid BACKUPKEY_RECOVERY_BLOB structure
         """
         if len(data) < 28:  # Minimum size: 4 + 4 + 4 + 16
             raise ValueError(f"Data too short for BACKUPKEY_RECOVERY_BLOB: {len(data)} bytes")
@@ -390,6 +416,34 @@ class MasterKeyFile(BaseModel):
     # Raw bytes of the entire master key file
     raw_bytes: bytes
 
+    def __str__(self) -> str:
+        """Return a string representation of the MasterKeyFile with all properties."""
+        # Interpret policy flags
+        policy_str = str(self.policy.name) if self.policy else "NONE"
+        if self.policy and self.policy != MasterKeyPolicy.NONE:
+            flags = []
+            if self.policy.has_any(MasterKeyPolicy.LOCAL_BACKUP):
+                flags.append("LOCAL_BACKUP")
+            if self.policy.has_any(MasterKeyPolicy.NO_BACKUP):
+                flags.append("NO_BACKUP")
+            if self.policy.has_any(MasterKeyPolicy.DPAPI_OWF):
+                flags.append("DPAPI_OWF")
+            policy_str = " | ".join(flags) if flags else "NONE"
+
+        lines = [
+            "MasterKeyFile()",
+            f"  version: {self.version}",
+            f"  modified: {self.modified}",
+            f"  file_path: {self.file_path}",
+            f"  masterkey_guid: {self.masterkey_guid}",
+            f"  policy: {self.policy} ({policy_str})\n",
+            f"master_key: {self.master_key.hex() if self.master_key else None}\n",
+            f"local_key: {self.local_key.hex() if self.local_key else None}\n",
+            f"backup_key: {self.backup_key.hex() if self.backup_key else None}\n",
+            f"domain_backup_key: {self.domain_backup_key}",
+        ]
+        return "\n".join(lines)
+
     @classmethod
     def parse(cls, file_path: str | Path) -> MasterKeyFile:
         """Parse a masterkey file from disk.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index 8ed24e7..a15b10d 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -9,13 +9,105 @@ from uuid import UUID  # noqa: TC003 - need for pydantic
 
 from Crypto.Hash import HMAC, MD4, SHA1, SHA256
 from Crypto.Protocol.KDF import PBKDF2
-from impacket.dpapi import PRIVATE_KEY_BLOB, PVK_FILE_HDR
+from impacket.dpapi import PRIVATE_KEY_BLOB
 from pydantic import BaseModel, ConfigDict, field_serializer, field_validator
 
 if TYPE_CHECKING:
     from .types import Sid
 
 
+# PVK file format constants
+PVK_MAGIC = 0xB0B5F11E
+PVK_FILE_VERSION_0 = 0
+PVK_NO_ENCRYPT = 0
+MAX_PVK_FILE_LEN = 4096
+
+
+class PvkFileHeader(BaseModel):
+    """PVK file header structure.
+
+    Based on the Microsoft PVK file format:
+    typedef struct _FILE_HDR {
+        DWORD dwMagic;
+        DWORD dwVersion;
+        DWORD dwKeySpec;
+        DWORD dwEncryptType;
+        DWORD cbEncryptData;
+        DWORD cbPvk;
+    } FILE_HDR, *PFILE_HDR;
+    """
+
+    model_config = ConfigDict(frozen=True)
+
+    magic: int  # Should be PVK_MAGIC (0xb0b5f11e)
+    version: int  # Should be PVK_FILE_VERSION_0 (0)
+    key_spec: int  # Key specification
+    encrypt_type: int  # Encryption type (PVK_NO_ENCRYPT = 0)
+    encrypt_data_size: int  # Size of encrypted data
+    pvk_size: int  # Size of private key data
+
+    encrypted_data: bytes
+    private_key: bytes
+
+    @classmethod
+    def parse(cls, data: bytes) -> PvkFileHeader:
+        """Parse PVK file header from bytes.
+
+        Args:
+            data: Raw bytes containing the PVK file header and key data
+
+        Returns:
+            Parsed PvkFileHeader instance
+
+        Raises:
+            ValueError: If data is too short or header is invalid
+        """
+        if len(data) < 24:
+            raise ValueError(f"Data too short for PVK header: {len(data)} bytes, need at least 24")
+
+        magic, version, key_spec, encrypt_type, encrypt_data_size, pvk_size = struct.unpack("<6I", data[:24])
+
+        if magic != PVK_MAGIC:
+            raise ValueError(f"Invalid PVK magic: 0x{magic:08x}, expected 0x{PVK_MAGIC:08x}")
+
+        if version != PVK_FILE_VERSION_0:
+            raise ValueError(f"Invalid PVK version: {version}, expected {PVK_FILE_VERSION_0}")
+
+        if encrypt_data_size > MAX_PVK_FILE_LEN:
+            raise ValueError(f"Encrypted data size too large: {encrypt_data_size}, max {MAX_PVK_FILE_LEN}")
+
+        if pvk_size == 0 or pvk_size > MAX_PVK_FILE_LEN:
+            raise ValueError(f"Invalid PVK size: {pvk_size}, must be 1-{MAX_PVK_FILE_LEN}")
+
+        # Parse encrypted data (if present) and private key
+        offset = 24
+
+        # Extract encrypted data if present
+        if encrypt_data_size > 0:
+            if len(data) < offset + encrypt_data_size:
+                raise ValueError(f"Data too short for encrypted data: need {offset + encrypt_data_size} bytes")
+            encrypted_data = data[offset:offset + encrypt_data_size]
+            offset += encrypt_data_size
+        else:
+            encrypted_data = b""
+
+        # Extract private key data
+        if len(data) < offset + pvk_size:
+            raise ValueError(f"Data too short for private key: need {offset + pvk_size} bytes")
+        private_key = data[offset:offset + pvk_size]
+
+        return cls(
+            magic=magic,
+            version=version,
+            key_spec=key_spec,
+            encrypt_type=encrypt_type,
+            encrypt_data_size=encrypt_data_size,
+            pvk_size=pvk_size,
+            encrypted_data=encrypted_data,
+            private_key=private_key,
+        )
+
+
 class Password(BaseModel):
     """Password credential."""
 
@@ -287,25 +379,23 @@ class DomainBackupKey(BaseModel):
         if not isinstance(v, bytes):
             raise ValueError("key_data must be bytes")
 
-        # Check minimum size - PVK header is at least 20 bytes
-        pvk_header_size = len(PVK_FILE_HDR())
+        # Check minimum size - PVK header is 24 bytes
+        pvk_header_size = 24
         if len(v) < pvk_header_size:
             raise ValueError(
                 f"key_data too short: {len(v)} bytes, minimum {pvk_header_size} bytes required for PVK header"
             )
 
         try:
-            # Validate PVK header can be parsed
-            PVK_FILE_HDR(v[:pvk_header_size])
+            # Validate PVK header and full structure can be parsed
+            # This validates magic number, version, sizes, and private key blob
+            header = PvkFileHeader.parse(v)
         except Exception as e:
             raise ValueError(f"Invalid PVK file header: {e}") from e
 
         try:
-            # Validate PRIVATE_KEY_BLOB can be parsed from the remaining data
-            private_key_data = v[pvk_header_size:]
-            if len(private_key_data) == 0:
-                raise ValueError("No private key data found after PVK header")
-            PRIVATE_KEY_BLOB(private_key_data)
+            # Validate PRIVATE_KEY_BLOB can be parsed from the private key data
+            PRIVATE_KEY_BLOB(header.private_key)
         except Exception as e:
             raise ValueError(f"Invalid private key blob: {e}") from e
 
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 5a7ebe3..d681963 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -61,8 +61,19 @@ class TestMasterKeyFile:
         assert masterkey.file_path is None
         assert masterkey.master_key and len(masterkey.master_key) == 176
         assert masterkey.local_key and len(masterkey.local_key) == 144
+
+        # Check backup key struct
         assert not masterkey.backup_key
-        assert masterkey.domain_backup_key and len(masterkey.domain_backup_key.raw_bytes) == 428
+
+        # Check domain backup key struct
+        assert masterkey.domain_backup_key
+        assert len(masterkey.domain_backup_key.raw_bytes) == 428
+        assert masterkey.domain_backup_key.version == 3
+        assert masterkey.domain_backup_key.cb_encrypted_master_key == 256
+        assert masterkey.domain_backup_key.cb_encrypted_payload == 144
+        assert str(masterkey.domain_backup_key.guid_key) == "7efa51b1-2523-45bf-acba-2e15ecf4f1e7"
+        assert masterkey.domain_backup_key.encrypted_master_key.hex().startswith("e200130192")
+        assert masterkey.domain_backup_key.encrypted_payload.hex().startswith("132f05f5")
 
     def test_parse_valid_masterkey_file_local(self):
         """Test parsing a valid masterkey file from a local account."""
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index e71e19a..3775171 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -687,6 +687,18 @@ class TestDomainBackupKey:
             with pytest.raises(Exception, match="Unexpected decrypted key length"):
                 masterkey_file.decrypt(backup_key)
 
+    def test_parse_backup_key(self):
+        backup_key_b64 = "HvG1sAAAAAABAAAAAAAAAAAAAACUBAAABwIAAACkAABSU0EyAAgAAAEAAQBBif0kcBLSPpOCv+azdnH4mDEDV5UDHl6AVhDmI8AcZPBmYm0/ftO5xXFmsqrQvt9iZsWQP7nG1nzMjGdRq1F9jFKjIqVTjdzgPwEBXxQln6MCqaHPjx6K8/J6He06Y/mf4MueNDv+kWMEsnyayM3Se3RqYia8dR0PAmzJgntKIqbDG8S5c3WbfF3QYhGldkBPgAPuESB0EPg3TcAvXVP88/6oe9BIV8TzYH6CRFd7PaBdq+0YTRejKWALjPrRoNpEW0Uyosgeu4txQNjf57UbOKU4fJ6VoJYRDqvvw1+O4Lui4R6g+gwEByr2W09rcHg2LCEJDUvQSNvRf/FBoq3Hl3Ub7vWs5no65gerQAA0odxPbPKG1MKaexd9bsYynJMwm6TFn/0ram1AxBZrk2Vd9etnefYr4+6ztGaoY9cf5tUG6nK3TUQdLGs6ohmb4JGsRIO6VpLvYylCD+5hpwaDPiqM2il8nHaMLR+QDrRtu2OHzgzgAX0uKP+jq5CNnNbnwvbkyKf75TzcwXzC28d70wl78ud9GkGYmbUY2b/nvkquGsZbnBEV6hIqpZOyTr6SfCmbx9neH5dPhzOm3boXSRiZI/XXCjCk6xvoyyfLiDeatbnEOgGC/+vd5qYVLjR154CCwbQoHfORsTN5q6XlyfBpaYp+qYzl8x/n09Ev7lGLM8FLgLqvOIwwpmzlKCFxFU8JOxOubp4x6/Fgy8nx7m5wtD2uam4WKiKlX26IxCQNAzfThXsjuTi2kaE6vvIk+TM9OkD/ZdzIEIZ62/GVdy1Ns3GMQbk1fBq2+idtQiAweg4zubsoGr2kk0DbbSKrOf9nmxMK/jNP+SKlPrKxExtYlkZbJc//P0IuQ90C4uTZELAADBWWtZrDYozmA3sMnIUQRv6CZMpRU70FKkKqnGtjXtQgX3R6OhIqj5tyCkxu4sFKg4nLzzT4GrMLIqHjtSQ7TuCV4C0yUlJ8PGMKMXBTD0k2IoYbuzKkPfoc6TFaAKf6F0qgH7ZfJgHOD9bWhTP8U8UG3Bo3cHIZXWbg25VE0YQpFxxoNRIHTfLbz5W7opcY5I9ljfQ61+5qkZNcMGl7AGJBU5EJzBQnoJv1DiN0HuoFZHDFoKiq/KV1YkTLDf3yTqCNPWhuwOXOYwDjzM9QyC6tH76jv7fegIu5v2RurhXqLp4IxlnVEYL3AWGexfArKxhmuymUsggEz/y9pOGZdKrmbjixg1vLR3nPAUYnYCmMXc6jAa8HijoTQH0h9d7swEbvPMCH+P1eOUdvW9QxY6GZL3329jUQoIr2zYrUDh0X92q9ZsGkGaNW1P6iHYrZBIwtebNegjcSMboLgeeYxHCPjycfl3shLEu3vV7Wi6VPa6k77ezYYxeelqc6PMjcy2nhHslEoISf3KNH3lpk0/fc0xrTDpZcPpYXr5sI0KZh5IyAwriiqvY9ksSz6tNNS41h0xnWAjtSBITDJnbHJNK3SvCH5gM3/zVrI0RvlLrQaiYMMGd5W2WPSoq0YMKp39ByP+mKMcAn2ic="
+        backup_key_bytes = base64.b64decode(backup_key_b64, validate=True)
+
+        from Cryptodome.Cipher import PKCS1_v1_5
+        from impacket.dpapi import PRIVATE_KEY_BLOB, PVK_FILE_HDR, privatekeyblob_to_pkcs1
+
+        # Extract the private key from the backup key data
+        key = PRIVATE_KEY_BLOB(backup_key_bytes[len(PVK_FILE_HDR()) :])
+        private = privatekeyblob_to_pkcs1(key)
+        cipher = PKCS1_v1_5.new(private)
+
 
 class TestDpapiSystemSecret:
     """Tests for DpapiSystemSecret class."""
@@ -901,10 +913,7 @@ class TestDpapiSystemSecret:
     def test_deserialization_from_json(self):
         """Test deserialization of DpapiSystemCredential from JSON with hex strings."""
         # Create data dict with hex strings (as would be received from JSON)
-        data = {
-            "user_key": dpapi_system_user_key_hex,
-            "machine_key": dpapi_system_machine_key_hex
-        }
+        data = {"user_key": dpapi_system_user_key_hex, "machine_key": dpapi_system_machine_key_hex}
 
         # Deserialize from dict
         credential = DpapiSystemCredential(**data)

From 6fd51f4bf1d23d668c7d4ea087903184252f90fb Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 8 Oct 2025 20:35:13 -0700
Subject: [PATCH 127/279] fix examples

---
 .../examples/masterkey_auto_decrypt.py        | 91 ++++++++++++++++++-
 1 file changed, 88 insertions(+), 3 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 17c6e3d..39a12df 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -23,12 +23,92 @@ domain backup keys are added to the DpapiManager. It runs three scenarios:
 import asyncio
 import base64
 import json
+import struct
 from pathlib import Path
 from uuid import UUID
 
+from Crypto.PublicKey import RSA
+
 from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
 
 
+def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
+    """Create a valid but incorrect domain backup key by generating a new RSA key.
+
+    This creates a properly formatted PVK file with a different RSA key pair,
+    ensuring the backup key will pass all validation checks but fail to decrypt.
+    """
+    # Parse the original PVK header to get the structure
+    magic, version, key_spec, encrypt_type, encrypt_data_size, pvk_size = struct.unpack("<6I", correct_key_data[:24])
+
+    # Generate a new RSA key with the same size (2048 bits is typical for DPAPI)
+    # We'll use a smaller size for faster generation in the example
+    new_rsa_key = RSA.generate(2048)
+
+    # Export as DER format (PKCS#1 private key)
+    private_key_der = new_rsa_key.export_key(format='DER', pkcs=1)
+
+    # Convert DER to Microsoft's PRIVATE_KEY_BLOB format
+    # The PRIVATE_KEY_BLOB format is:
+    # PUBLICKEYSTRUC (8 bytes) + RSAPUBKEY (variable)
+    # For simplicity, we'll use the impacket structure from a generated key
+    from impacket.dpapi import PRIVATE_KEY_BLOB
+
+    # Create a PRIVATE_KEY_BLOB from our RSA key
+    # Structure: magic (4) + bitlen (4) + pubexp (4) + modulus + prime1 + prime2 + exp1 + exp2 + coef + privexp
+    n = new_rsa_key.n
+    e = new_rsa_key.e
+    d = new_rsa_key.d
+    p = new_rsa_key.p
+    q = new_rsa_key.q
+
+    # Calculate additional RSA-CRT parameters
+    dmp1 = d % (p - 1)
+    dmq1 = d % (q - 1)
+    iqmp = pow(q, -1, p)
+
+    # Get bit length
+    bitlen = new_rsa_key.size_in_bits()
+    bytelen = bitlen // 8
+    halflen = bytelen // 2
+
+    # Build the PRIVATEKEYBLOB structure
+    # BLOBHEADER
+    blob = struct.pack('<BBBB', 0x07, 0x02, 0x00, 0x00)  # bType=PRIVATEKEYBLOB, bVersion=2, reserved, algorithm
+    blob += struct.pack('<I', 0x00024000 | 0x0000A400)  # CALG_RSA_KEYX
+
+    # RSAPUBKEY
+    blob += struct.pack('<4s', b'RSA2')  # magic
+    blob += struct.pack('<I', bitlen)  # bitlen
+    blob += struct.pack('<I', e)  # pubexp
+
+    # Private key components (all little-endian)
+    def to_bytes_le(num, length):
+        return num.to_bytes(length, byteorder='little')
+
+    blob += to_bytes_le(n, bytelen)  # modulus
+    blob += to_bytes_le(p, halflen)  # prime1
+    blob += to_bytes_le(q, halflen)  # prime2
+    blob += to_bytes_le(dmp1, halflen)  # exponent1
+    blob += to_bytes_le(dmq1, halflen)  # exponent2
+    blob += to_bytes_le(iqmp, halflen)  # coefficient
+    blob += to_bytes_le(d, bytelen)  # privateExponent
+
+    new_pvk_size = len(blob)
+
+    # Build new PVK file with same header structure but new key
+    new_pvk = struct.pack('<6I', magic, version, key_spec, encrypt_type, encrypt_data_size, new_pvk_size)
+
+    # Add encrypted data if present (we'll use empty since encrypt_type should be 0)
+    if encrypt_data_size > 0:
+        new_pvk += b'\x00' * encrypt_data_size
+
+    # Add the new private key blob
+    new_pvk += blob
+
+    return new_pvk
+
+
 async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
     print("\n📋 Scenario 1: masterkeys added first, then backup key")
     async with DpapiManager(storage_backend="memory") as dpapi:
@@ -52,6 +132,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
 
         # Add the domain backup key - this should trigger automatic decryption
         print("\n2. Adding domain backup key (should decrypt domain masterkey)...")
+        # Use the correct backup key to demonstrate successful auto-decryption
         backup_key = DomainBackupKey(
             guid=UUID(backup_key_data["backup_key_guid"]),
             key_data=base64.b64decode(backup_key_data["key"]),
@@ -80,6 +161,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
     async with DpapiManager(storage_backend="memory") as dpapi2:
         # Add domain backup key first
         print("\n3. Adding domain backup key first...")
+        # Use the correct backup key to demonstrate successful auto-decryption
         backup_key = DomainBackupKey(
             guid=UUID(backup_key_data["backup_key_guid"]),
             key_data=base64.b64decode(backup_key_data["key"]),
@@ -101,7 +183,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
-                    encrypted_key_backup=mk_domain.domain_backup_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
             )
 
@@ -143,7 +225,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
                     encrypted_key_usercred=mk_domain.master_key,
-                    encrypted_key_backup=mk_domain.domain_backup_key,
+                    encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
             )
 
@@ -153,9 +235,12 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
         print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
 
         # Add backup key - should NOT trigger auto-decryption
+        # Create a valid but incorrect backup key with a different RSA key
+        correct_key_data = base64.b64decode(backup_key_data["key"])
+        incorrect_key_data = create_incorrect_backup_key(correct_key_data)
         backup_key_disabled = DomainBackupKey(
             guid=UUID(backup_key_data["backup_key_guid"]),
-            key_data=base64.b64decode(backup_key_data["key"]),
+            key_data=incorrect_key_data,
             domain_controller=backup_key_data["dc"],
         )
         await dpapi_no_auto.upsert_domain_backup_key(backup_key_disabled)

From 5afb864fca77c7749fc3649f983cccfea6de810e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 9 Oct 2025 08:55:20 -0700
Subject: [PATCH 128/279] update masterkey parsing

---
 infra/postgres/01-schema.sql                  |  3 +-
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |  3 +-
 .../nemesis_dpapi/auto_decrypt.py             | 16 +++++-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 23 ++++++++-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 17 +++++--
 .../nemesis_dpapi/repositories.py             | 13 +++--
 .../nemesis_dpapi/storage_in_memory.py        | 38 +++++++++++---
 .../nemesis_dpapi/storage_postgres.py         | 49 +++++++++++++++----
 libs/nemesis_dpapi/tests/test_core.py         | 25 +++++++---
 libs/nemesis_dpapi/tests/test_keys.py         |  3 +-
 10 files changed, 153 insertions(+), 37 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 30129bd..ce76dfc 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -750,7 +750,8 @@ CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
     encrypted_key_backup BYTEA,
     plaintext_key BYTEA,
     plaintext_key_sha1 BYTEA,
-    backup_key_guid TEXT
+    backup_key_guid TEXT,
+    user_account_type TEXT DEFAULT 'unknown'
 );
 
 CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 5cc0d26..ea3b869 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,6 +1,6 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
-from .core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy
+from .core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
 from .exceptions import (
     BlobDecryptionError,
     DpapiError,
@@ -32,6 +32,7 @@ __all__ = [
     "MasterKeyPolicy",
     "MasterKeyFile",
     "MasterKeyFilter",
+    "UserAccountType",
     # Keys
     "CredKey",
     "CredKeyHashType",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index acccf5a..ee789ca 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -10,7 +10,7 @@ from nemesis_dpapi.exceptions import MasterKeyDecryptionError
 from nemesis_dpapi.keys import MasterKeyEncryptionKey
 from nemesis_dpapi.repositories import MasterKeyFilter
 
-from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy
+from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
 from .eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -118,7 +118,15 @@ class AutoDecryptionObserver(DpapiObserver):
 
         if encrypted_masterkeys is None:
             # TODO: Filter out User masterkeys
-            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.SYSTEM
+            )
+            encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
+                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.SYSTEM_USER
+            )
+            encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
+                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.UNKNOWN
+            )
 
         if len(encrypted_masterkeys) == 0:
             return
@@ -195,6 +203,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     file_path=None,
                     masterkey_guid=enc_masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
+                    user_account_type=enc_masterkey.user_account_type,
                     domain_backup_key=backup_key_blob,
                     raw_bytes=b"",  # Not needed for decryption
                 )
@@ -211,6 +220,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     )
                     new_mk = MasterKey(
                         guid=enc_masterkey.guid,
+                        user_account_type=enc_masterkey.user_account_type,
                         encrypted_key_usercred=enc_masterkey.encrypted_key_usercred,
                         encrypted_key_backup=enc_masterkey.encrypted_key_backup,
                         plaintext_key=result.plaintext_key,
@@ -242,6 +252,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     file_path=None,
                     masterkey_guid=masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
+                    user_account_type=masterkey.user_account_type,
                     domain_backup_key=masterkey.encrypted_key_backup,
                 )
 
@@ -253,6 +264,7 @@ class AutoDecryptionObserver(DpapiObserver):
             if result:
                 new_mk = MasterKey(
                     guid=masterkey.guid,
+                    user_account_type=masterkey.user_account_type,
                     encrypted_key_usercred=masterkey.encrypted_key_usercred,
                     encrypted_key_backup=masterkey.encrypted_key_backup,
                     plaintext_key=result.plaintext_key,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 48e5e97..756eae3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -4,7 +4,7 @@ from __future__ import annotations
 
 import json
 import struct
-from enum import IntFlag
+from enum import Enum, IntFlag
 from pathlib import Path
 from typing import TYPE_CHECKING, Self
 from uuid import UUID
@@ -79,6 +79,16 @@ class MasterKeyPolicy(FlagMixin, IntFlag):
     DPAPI_OWF = 0x4  # Use the DPAPI One way function of the password (SHA_1(pw))
 
 
+class UserAccountType(str, Enum):
+    """Classification of the user account type for a masterkey."""
+
+    UNKNOWN = "unknown"  # Account type could not be determined
+    LOCAL_USER = "local_user"  # Local user account
+    DOMAIN_USER = "domain_user"  # Domain user account
+    SYSTEM = "system"  # SYSTEM machine user, LocalService, NetworkService
+    SYSTEM_USER = "system_user"  # The machine's DPAPI SYSTEM user
+
+
 class MasterKey(BaseModel):
     """Represents a DPAPI masterkey.
 
@@ -89,9 +99,11 @@ class MasterKey(BaseModel):
         backup_key_guid: GUID of the domain backup key used to encrypt this masterkey.
         plaintext_key: Decrypted masterkey data.
         plaintext_key_sha1: SHA1 hash of the plaintext masterkey. AKA the Master Key (MK) Encryption Key.
+        user_account_type: Type of user account this masterkey belongs to.
     """
 
     guid: UUID
+    user_account_type: UserAccountType
     encrypted_key_usercred: bytes | None = None
     encrypted_key_backup: bytes | None = None
     plaintext_key: bytes | None = None
@@ -113,6 +125,7 @@ class MasterKey(BaseModel):
             f"  plaintext_key: {self.plaintext_key.hex() if self.plaintext_key else None}",
             f"  plaintext_key_sha1: {self.plaintext_key_sha1.hex() if self.plaintext_key_sha1 else None}",
             f"  backup_key_guid: {self.backup_key_guid}",
+            f"  user_account_type: {self.user_account_type.value}",
         ]
         return "\r\n".join(lines)
 
@@ -437,6 +450,7 @@ class MasterKeyFile(BaseModel):
             f"  file_path: {self.file_path}",
             f"  masterkey_guid: {self.masterkey_guid}",
             f"  policy: {self.policy} ({policy_str})\n",
+            f"  user_account_type: {self.user_account_type.value}\n",
             f"master_key: {self.master_key.hex() if self.master_key else None}\n",
             f"local_key: {self.local_key.hex() if self.local_key else None}\n",
             f"backup_key: {self.backup_key.hex() if self.backup_key else None}\n",
@@ -445,11 +459,14 @@ class MasterKeyFile(BaseModel):
         return "\n".join(lines)
 
     @classmethod
-    def parse(cls, file_path: str | Path) -> MasterKeyFile:
+    def parse(
+        cls, file_path: str | Path, user_account_type: UserAccountType = UserAccountType.UNKNOWN
+    ) -> MasterKeyFile:
         """Parse a masterkey file from disk.
 
         Args:
             file_path: Path to the masterkey file
+            user_account_type: Type of user account this masterkey belongs to (default: UNKNOWN)
 
         Returns:
             MasterKeyFile instance with parsed data
@@ -542,6 +559,7 @@ class MasterKeyFile(BaseModel):
             file_path=None,  # Invalid on disk, set to None
             masterkey_guid=guid,
             policy=MasterKeyPolicy(policy),
+            user_account_type=user_account_type,
             master_key=master_key,
             local_key=local_key,
             backup_key=backup_key,
@@ -598,6 +616,7 @@ class MasterKeyFile(BaseModel):
 
         return MasterKey(
             guid=self.masterkey_guid,
+            user_account_type=self.user_account_type,
             encrypted_key_usercred=self.master_key,
             encrypted_key_backup=self.domain_backup_key.raw_bytes,
             plaintext_key=plaintext_key,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index fb82ecc..a268a97 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -7,7 +7,7 @@ import asyncpg
 from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
-from .core import Blob, MasterKey
+from .core import Blob, MasterKey, UserAccountType
 from .eventing import (
     DaprDpapiEventPublisher,
     DpapiObserver,
@@ -203,26 +203,33 @@ class DpapiManager(DpapiManagerProtocol):
 
         return blob.decrypt(masterkey)
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID."""
+    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+        """Retrieve a masterkey by GUID.
+
+        Args:
+            guid: Masterkey GUID to retrieve
+            user_account_type: Optional filter by user account type
+        """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_masterkey(guid)
+        return await self._masterkey_repo.get_masterkey(guid, user_account_type)
 
     async def get_all_masterkeys(
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
+        user_account_type: UserAccountType | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
+            user_account_type: Filter by user account type (default: None for all)
         """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid)
+        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid, user_account_type)
 
     async def get_system_credential(self, guid: UUID) -> DpapiSystemCredential | None:
         """Retrieve a DPAPI system credential by GUID."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 3118d0e..4a24063 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -4,7 +4,7 @@ from enum import Enum
 from typing import Protocol
 from uuid import UUID
 
-from .core import MasterKey
+from .core import MasterKey, UserAccountType
 from .keys import DomainBackupKey, DpapiSystemCredential
 
 
@@ -23,20 +23,27 @@ class MasterKeyRepository(Protocol):
         """Add or update a masterkey in storage."""
         ...
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID."""
+    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+        """Retrieve a masterkey by GUID.
+
+        Args:
+            guid: Masterkey GUID to retrieve
+            user_account_type: Optional filter by user account type
+        """
         ...
 
     async def get_all_masterkeys(
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
+        user_account_type: UserAccountType | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
+            user_account_type: Filter by user account type (default: None for all)
         """
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 1c6330e..eeb7d09 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -2,7 +2,7 @@
 
 from uuid import UUID
 
-from .core import MasterKey
+from .core import MasterKey, UserAccountType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
@@ -18,14 +18,36 @@ class InMemoryMasterKeyRepository:
         """Add or update a masterkey in storage."""
         self._masterkeys[masterkey.guid] = masterkey
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID."""
-        return self._masterkeys.get(guid)
+    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+        """Retrieve a masterkey by GUID.
+
+        Args:
+            guid: Masterkey GUID to retrieve
+            user_account_type: Optional filter by user account type
+        """
+        masterkey = self._masterkeys.get(guid)
+        if masterkey is None:
+            return None
+
+        # Apply user account type filter if specified
+        if user_account_type is not None and masterkey.user_account_type != user_account_type:
+            return None
+
+        return masterkey
 
     async def get_all_masterkeys(
-        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+        user_account_type: UserAccountType | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering."""
+        """Retrieve masterkeys with optional filtering.
+
+        Args:
+            filter_by: Filter by decryption status (default: ALL)
+            backup_key_guid: Filter by backup key GUID (default: None for all)
+            user_account_type: Filter by user account type (default: None for all)
+        """
         masterkeys = list(self._masterkeys.values())
 
         # Filter by decryption status
@@ -38,6 +60,10 @@ class InMemoryMasterKeyRepository:
         if backup_key_guid is not None:
             masterkeys = [mk for mk in masterkeys if mk.backup_key_guid == backup_key_guid]
 
+        # Filter by user account type
+        if user_account_type is not None:
+            masterkeys = [mk for mk in masterkeys if mk.user_account_type == user_account_type]
+
         return masterkeys
 
     async def delete_masterkey(self, guid: UUID) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 9254b3a..39312c7 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -4,7 +4,7 @@ from uuid import UUID
 
 import asyncpg
 
-from .core import MasterKey
+from .core import MasterKey, UserAccountType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
@@ -26,14 +26,15 @@ class PostgresMasterKeyRepository:
             await conn.execute(
                 f"""
                 INSERT INTO {MASTKEYS_TABLE} (guid, encrypted_key_usercred, encrypted_key_backup,
-                                      plaintext_key, plaintext_key_sha1, backup_key_guid)
-                VALUES ($1, $2, $3, $4, $5, $6)
+                                      plaintext_key, plaintext_key_sha1, backup_key_guid, user_account_type)
+                VALUES ($1, $2, $3, $4, $5, $6, $7)
                 ON CONFLICT (guid) DO UPDATE SET
                     encrypted_key_usercred = EXCLUDED.encrypted_key_usercred,
                     encrypted_key_backup = EXCLUDED.encrypted_key_backup,
                     plaintext_key = EXCLUDED.plaintext_key,
                     plaintext_key_sha1 = EXCLUDED.plaintext_key_sha1,
-                    backup_key_guid = EXCLUDED.backup_key_guid
+                    backup_key_guid = EXCLUDED.backup_key_guid,
+                    user_account_type = EXCLUDED.user_account_type
                 """,
                 str(masterkey.guid),
                 masterkey.encrypted_key_usercred,
@@ -41,17 +42,31 @@ class PostgresMasterKeyRepository:
                 masterkey.plaintext_key,
                 masterkey.plaintext_key_sha1,
                 str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+                masterkey.user_account_type.value,
             )
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID."""
+    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+        """Retrieve a masterkey by GUID.
+
+        Args:
+            guid: Masterkey GUID to retrieve
+            user_account_type: Optional filter by user account type
+        """
         async with self.pool.acquire() as conn:
-            row = await conn.fetchrow(f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1", str(guid))
+            query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
+            params = [str(guid)]
+
+            if user_account_type is not None:
+                query += " AND user_account_type = $2"
+                params.append(user_account_type.value)
+
+            row = await conn.fetchrow(query, *params)
             if not row:
                 return None
 
             return MasterKey(
                 guid=UUID(row["guid"]),
+                user_account_type=UserAccountType(row["user_account_type"]) if row.get("user_account_type") else UserAccountType.UNKNOWN,
                 encrypted_key_usercred=row["encrypted_key_usercred"],
                 encrypted_key_backup=row["encrypted_key_backup"],
                 plaintext_key=row["plaintext_key"],
@@ -60,9 +75,18 @@ class PostgresMasterKeyRepository:
             )
 
     async def get_all_masterkeys(
-        self, filter_by: MasterKeyFilter = MasterKeyFilter.ALL, backup_key_guid: UUID | None = None
+        self,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+        user_account_type: UserAccountType | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering."""
+        """Retrieve masterkeys with optional filtering.
+
+        Args:
+            filter_by: Filter by decryption status (default: ALL)
+            backup_key_guid: Filter by backup key GUID (default: None for all)
+            user_account_type: Filter by user account type (default: None for all)
+        """
         async with self.pool.acquire() as conn:
             # Build query based on filters
             query = f"SELECT * FROM {MASTKEYS_TABLE}"
@@ -70,9 +94,13 @@ class PostgresMasterKeyRepository:
             conditions = []
 
             if backup_key_guid is not None:
-                conditions.append("backup_key_guid = $1")
+                conditions.append(f"backup_key_guid = ${len(params) + 1}")
                 params.append(str(backup_key_guid))
 
+            if user_account_type is not None:
+                conditions.append(f"user_account_type = ${len(params) + 1}")
+                params.append(user_account_type.value)
+
             if conditions:
                 query += " WHERE " + " AND ".join(conditions)
 
@@ -80,6 +108,7 @@ class PostgresMasterKeyRepository:
             masterkeys = [
                 MasterKey(
                     guid=UUID(row["guid"]),
+                    user_account_type=UserAccountType(row["user_account_type"]) if row.get("user_account_type") else UserAccountType.UNKNOWN,
                     encrypted_key_usercred=row["encrypted_key_usercred"],
                     encrypted_key_backup=row["encrypted_key_backup"],
                     plaintext_key=row["plaintext_key"],
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index d681963..e2443a8 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -6,7 +6,7 @@ from uuid import UUID
 
 import pytest
 from impacket.dpapi import DPAPI_BLOB
-from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
 from nemesis_dpapi.exceptions import BlobDecryptionError
 from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
@@ -252,6 +252,7 @@ class TestMasterKey:
 
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -274,6 +275,7 @@ class TestMasterKey:
         masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_system.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -294,6 +296,7 @@ class TestMasterKey:
         masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_systemuser.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -313,7 +316,7 @@ class TestMasterKey:
         from uuid import uuid4
 
         # Create MasterKey without encrypted_key_usercred
-        masterkey = MasterKey(guid=uuid4())
+        masterkey = MasterKey(guid=uuid4(), user_account_type=UserAccountType.UNKNOWN)
 
         # Create dummy encryption key
         cred_key = CredKey.from_password("dummy", CredKeyHashType.NTLM)
@@ -331,7 +334,7 @@ class TestBlobDecrypt:
         """Test DPAPI blob decryption with unencrypted master key."""
         blob = Blob.parse(blob_without_entropy)
         # Create an unencrypted master key
-        masterkey = MasterKey(guid=blob.masterkey_guid)
+        masterkey = MasterKey(guid=blob.masterkey_guid, user_account_type=UserAccountType.UNKNOWN)
 
         with pytest.raises(ValueError, match="Master key must be decrypted before use"):
             blob.decrypt(masterkey)
@@ -342,7 +345,10 @@ class TestBlobDecrypt:
         # Create a master key with wrong SHA1 hash
         wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
         masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=b"dummy_key" * 8, plaintext_key_sha1=wrong_masterkey_sha1
+            guid=blob.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
+            plaintext_key=b"dummy_key" * 8,
+            plaintext_key_sha1=wrong_masterkey_sha1,
         )
 
         with pytest.raises(BlobDecryptionError):
@@ -354,7 +360,10 @@ class TestBlobDecrypt:
 
         masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
         masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
+            guid=blob.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
+            plaintext_key=masterkey_bytes,
+            plaintext_key_sha1=masterkey_sha1_bytes,
         )
 
         entropy = bytes([1, 2, 3, 4, 5])
@@ -371,7 +380,10 @@ class TestBlobDecrypt:
 
         masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
         masterkey = MasterKey(
-            guid=blob.masterkey_guid, plaintext_key=masterkey_bytes, plaintext_key_sha1=masterkey_sha1_bytes
+            guid=blob.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
+            plaintext_key=masterkey_bytes,
+            plaintext_key_sha1=masterkey_sha1_bytes,
         )
 
         decrypted_data = blob.decrypt(masterkey)
@@ -393,6 +405,7 @@ class TestBlobDecrypt:
         # Create a proper master key object
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
             plaintext_key_sha1=masterkey_sha1_bytes,
         )
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index 3775171..9379992 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -6,7 +6,7 @@ from unittest.mock import PropertyMock, patch
 from uuid import UUID
 
 import pytest
-from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, UserAccountType
 from nemesis_dpapi.keys import (
     CredKey,
     CredKeyHashType,
@@ -618,6 +618,7 @@ class TestDomainBackupKey:
         await manager.upsert_masterkey(
             MasterKey(
                 guid=decrypted_masterkey.guid,
+                user_account_type=UserAccountType.UNKNOWN,
                 plaintext_key=decrypted_masterkey.plaintext_key,
                 plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1,
             )

From 747c38771e38a664d8cfd856f7bfd3fbd1274a34 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 00:13:09 -0700
Subject: [PATCH 129/279] normalize upload file paths, UI file caching, partial
 user masterkey file link, simplify hive report

---
 libs/chromium/chromium/local_state.py         |  85 ++++--
 .../registry_hive/analyzer.py                 |  77 +++--
 .../src/components/FileViewer/FileViewer.jsx  |  46 ++-
 .../FileViewer/LinkedFilesSection.jsx         | 275 +++++++++---------
 projects/frontend/src/utils/fileCache.js      | 230 +++++++++++++++
 projects/web_api/web_api/main.py              |  42 ++-
 6 files changed, 527 insertions(+), 228 deletions(-)
 create mode 100644 projects/frontend/src/utils/fileCache.js

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 7d6e666..c75cdfb 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -3,6 +3,7 @@
 import base64
 import json
 import ntpath
+from uuid import UUID
 
 import psycopg
 from common.logger import get_logger
@@ -96,6 +97,26 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
         return base64.b64decode(app_bound_key_b64), None
 
 
+def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid: UUID) -> None:
+    """Add file linking entry for user masterkey."""
+
+    # TODO: Improve file linking entry for the masterkey file
+
+    # Skip trying to figure out the username/drive if we can
+    if r"AppData/Local/Google/Chrome/User Data" in file_enriched.path:
+        masterkey_path = ntpath.abspath(
+            file_enriched.path
+            + f"../../../../../Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        )
+    else:
+        drive, _ = ntpath.splitdrive(file_enriched.path)
+        masterkey_path = (
+            f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        )
+
+    add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
+
+
 async def _insert_state_keys(
     file_enriched,
     username: str | None,
@@ -133,30 +154,34 @@ async def _insert_state_keys(
             # Remove DPAPI header and parse remaining as DPAPI blob
             dpapi_blob_bytes = key_bytes_enc[5:]
 
-            encryption_type, masterkey_guid = detect_encryption_type(dpapi_blob_bytes)
-            if encryption_type == "dpapi":
-                key_masterkey_guid = masterkey_guid
-                try:
-                    key_bytes_dec = await dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_bytes))
-                    if key_bytes_dec:
-                        key_is_decrypted = True
-                        logger.debug(
-                            "Successfully decrypted encrypted_key state key",
-                            masterkey_guid=key_masterkey_guid,
-                        )
-                    else:
-                        logger.debug("Failed to decrypt encrypted_key state key with DPAPI")
-                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError) as e:
-                    logger.debug(
-                        "Masterkey not found or not decrypted for encrypted_key state key",
-                        masterkey_guid=key_masterkey_guid,
-                        reason=type(e).__name__,
-                    )
-                except Exception as e:
-                    logger.warning(f"Unable to decrypt state key DPAPI blob: {key_masterkey_guid}", error=str(e))
-            else:
+            encryption_type, _ = detect_encryption_type(dpapi_blob_bytes)
+            if encryption_type != "dpapi":
                 raise Exception(f"Unsupported encryption type for v1 state key: {encryption_type}")
 
+            dpapi_blob = Blob.parse(dpapi_blob_bytes)
+            key_masterkey_guid = str(dpapi_blob.masterkey_guid)
+            try:
+                key_bytes_dec = await dpapi_manager.decrypt_blob(dpapi_blob)
+                if key_bytes_dec:
+                    key_is_decrypted = True
+                    logger.debug(
+                        "Successfully decrypted encrypted_key state key",
+                        masterkey_guid=dpapi_blob.masterkey_guid,
+                    )
+                else:
+                    logger.debug("Failed to decrypt encrypted_key state key with DPAPI")
+            except (MasterKeyNotFoundError, MasterKeyNotDecryptedError) as e:
+                logger.debug(
+                    "Masterkey not found or not decrypted for encrypted_key state key",
+                    masterkey_guid=dpapi_blob.masterkey_guid,
+                    reason=type(e).__name__,
+                )
+
+                _add_user_masterkey_link(file_enriched, username, dpapi_blob.masterkey_guid)
+
+            except Exception as e:
+                logger.warning(f"Unable to decrypt state key DPAPI blob: {dpapi_blob.masterkey_guid}", error=str(e))
+
         # Get app_bound_encrypted_key (post v127)
         app_bound_key_b64 = os_crypt.get("app_bound_encrypted_key")
         app_bound_key_enc = b""
@@ -186,10 +211,10 @@ async def _insert_state_keys(
                     app_bound_key_dec_inter = b""
 
                 if app_bound_key_dec_inter:
-                    try:
-                        user_blob = Blob.parse(app_bound_key_dec_inter)
-                        app_bound_key_user_masterkey_guid = user_blob.masterkey_guid
+                    user_blob = Blob.parse(app_bound_key_dec_inter)
+                    app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
 
+                    try:
                         abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                         if abe_blob_bytes:
                             # Parse and derive the final ABE key
@@ -212,8 +237,18 @@ async def _insert_state_keys(
                         else:
                             logger.warning("Failed to decrypt ABE blob with user masterkey")
                             return None
+                    except (MasterKeyNotFoundError, MasterKeyNotDecryptedError) as e:
+                        logger.debug(
+                            "ABE key not decrypted. Masterkey not found or not decrypted",
+                            masterkey_guid=user_blob.masterkey_guid,
+                            reason=type(e).__name__,
+                        )
+
+                        _add_user_masterkey_link(file_enriched, username, user_blob.masterkey_guid)
+
                     except Exception as e:
                         logger.warning(f"Unable to decrypt/process final app bound key blob: {e}")
+
                         return None
             except Exception as e:
                 logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {e}")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index e828020..fd381cd 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -642,15 +642,8 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 if secrets:
                     summary += "**LSA Secrets**:\n\n"
                     for secret in secrets[:10]:  # Limit to first 10
-                        if isinstance(secret, dict) and "name" in secret:
-                            if secret.get("decrypted", False) and secret.get("value"):
-                                # Show decrypted value, but truncate if too long
-                                value = str(secret["value"])
-                                if len(value) > 100:
-                                    value = value[:100] + "..."
-                                summary += f"* **{secret['name']}**: `{value}`\n"
-                            else:
-                                summary += f"* **{secret['name']}**: Encrypted data present\n"
+                        outputStr = self._get_lsa_secret_output_string(secret, truncate_length=100, markdown=True)
+                        summary += f"- {outputStr}\n"
                     if len(secrets) > 10:
                         summary += f"* ... and {len(secrets) - 10} more secrets\n"
                     summary += "\n"
@@ -678,22 +671,15 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             secrets = analysis_results.get("lsa_secrets", [])
             summary += f"**LSA Secrets Found**: {len(secrets)}\n\n"
             if analysis_results.get("bootkey_available"):
-                summary += "**Note**: Linked SYSTEM hive found - secret decryption possible\n\n"
+                summary += "**Note**: Linked SYSTEM hive found - LSA secret decryption possible\n\n"
             else:
-                summary += "**Note**: No linked SYSTEM hive - secrets encrypted\n\n"
+                summary += "**Note**: No linked SYSTEM hive - LSA secrets encrypted\n\n"
 
             if secrets:
                 summary += "## LSA Secrets\n\n"
                 for secret in secrets[:10]:  # Limit to first 10
-                    if isinstance(secret, dict) and "name" in secret:
-                        if secret.get("decrypted", False) and secret.get("value"):
-                            # Show decrypted value, but truncate if too long
-                            value = str(secret["value"])
-                            if len(value) > 100:
-                                value = value[:100] + "..."
-                            summary += f"* **{secret['name']}**: `{value}`\n"
-                        else:
-                            summary += f"* **{secret['name']}**: Encrypted data present\n"
+                    outputStr = self._get_lsa_secret_output_string(secret, truncate_length=100, markdown=True)
+                    summary += f"- {outputStr}\n"
                 if len(secrets) > 10:
                     summary += f"* ... and {len(secrets) - 10} more secrets\n"
                 summary += "\n"
@@ -733,6 +719,31 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             logger.exception(e, message="Error processing registry hive file")
             return None
 
+    def _get_lsa_secret_output_string(self, secret: dict, truncate_length: int = 8196, markdown: bool = False) -> str:
+        keyStr = f"**{secret['name']}**" if markdown else secret["name"]
+
+        if not isinstance(secret, dict):
+            raise ValueError("Expect a LSA secret dictionary")
+
+        if "name" not in secret:
+            raise ValueError("Expect a LSA secret dictionary with 'name' key")
+
+        if not secret.get("decrypted", False):
+            return f"{keyStr}: Encrypted data"
+
+        if not secret.get("value"):
+            return f"{keyStr}: No Value"
+
+        # Show decrypted value, but truncate if too long
+        value = secret["value"]
+
+        if len(value) > truncate_length:
+            value = value[:truncate_length] + "..."
+
+        value = f"`{value}`" if markdown else value
+
+        return f"{keyStr}: {value}"
+
     def _analyze_registry_hive_file(self, hive_file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze registry hive file and generate enrichment result."""
         enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
@@ -913,16 +924,9 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         yaml_output.append(f"  LSA Secrets Found: {len(secrets)}")
                         if secrets:
                             yaml_output.append("  LSA Secrets:")
-                            for secret in secrets[:10]:
-                                if isinstance(secret, dict) and "name" in secret:
-                                    if secret.get("decrypted", False) and secret.get("value"):
-                                        # Show decrypted value, but truncate if too long
-                                        value = str(secret["value"])
-                                        if len(value) > 256:
-                                            value = value[:256] + "..."
-                                        yaml_output.append(f"    {secret['name']}: {value}")
-                                    else:
-                                        yaml_output.append(f"    {secret['name']}: Encrypted")
+                            for secret in secrets:
+                                outputStr = self._get_lsa_secret_output_string(secret)
+                                yaml_output.append(f"    {outputStr}")
 
                 elif hive_type == "SAM":
                     accounts = analysis_results.get("accounts", [])
@@ -939,16 +943,9 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     yaml_output.append(f"Bootkey Available: {analysis_results.get('bootkey_available', False)}")
                     if secrets:
                         yaml_output.append("\nLSA Secrets:")
-                        for secret in secrets[:10]:
-                            if isinstance(secret, dict) and "name" in secret:
-                                if secret.get("decrypted", False) and secret.get("value"):
-                                    # Show decrypted value, but truncate if too long
-                                    value = str(secret["value"])
-                                    if len(value) > 50:
-                                        value = value[:50] + "..."
-                                    yaml_output.append(f"  {secret['name']}: {value}")
-                                else:
-                                    yaml_output.append(f"  {secret['name']}: Encrypted")
+                        for secret in secrets:
+                            outputStr = self._get_lsa_secret_output_string(secret)
+                            yaml_output.append(f"    {outputStr}")
 
                 display_content = textwrap.indent("\n".join(yaml_output), "   ")
                 tmp_file.write(display_content)
diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index f782d9c..f988415 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -14,6 +14,7 @@ import { createClient } from 'graphql-ws';
 import { Archive, ArrowLeft, ChevronDown, Database, Download, Eye, File, FileText, Image } from 'lucide-react';
 import { useEffect, useRef, useState } from 'react';
 import { useLocation, useNavigate, useParams } from 'react-router-dom';
+import { cachedFetch } from '@/utils/fileCache';
 import CsvViewer from './CsvViewer';
 import EnrichmentStatusSection from './EnrichmentStatusSection';
 import FileDetailsSection from './FileDetailsSection';
@@ -392,7 +393,7 @@ const FileViewer = () => {
                 );
 
                 newTransforms.forEach(async (transform) => {
-                  const response = await fetch(`/api/files/${transform.transform_object_id}`);
+                  const response = await cachedFetch(`/api/files/${transform.transform_object_id}`);
                   if (response.ok) {
                     const content = await response.arrayBuffer();
                     setTransformData(prev => ({
@@ -794,7 +795,7 @@ const FileViewer = () => {
         // If file is under size limit, fetch the file content content
 
         if (file.size <= MAX_RENDERABLE_VIEW_SIZE) {
-          const contentResponse = await fetch(`/api/files/${file.object_id}`);
+          const contentResponse = await cachedFetch(`/api/files/${file.object_id}`);
           if (contentResponse.ok) {
             const buffer = await contentResponse.arrayBuffer();
 
@@ -815,24 +816,39 @@ const FileViewer = () => {
           }
         }
 
-        // Handle transforms
+        // Handle transforms - fetch in parallel
         if (file.transforms) {
-          for (const transform of file.transforms) {
-            if (isDisplayableTransform(transform)) {
-              const response = await fetch(`/api/files/${transform.transform_object_id}`);
+          const transformPromises = file.transforms
+            .filter(isDisplayableTransform)
+            .map(async (transform) => {
+              const response = await cachedFetch(`/api/files/${transform.transform_object_id}`);
               if (response.ok) {
                 const content = await response.arrayBuffer();
-                setTransformData(prev => ({
-                  ...prev,
-                  [transform.transform_object_id]: {
-                    content,
-                    type: transform.metadata.display_type_in_dashboard,
-                    fileName: transform.metadata.file_name
-                  }
-                }));
+                return {
+                  id: transform.transform_object_id,
+                  content,
+                  type: transform.metadata.display_type_in_dashboard,
+                  fileName: transform.metadata.file_name
+                };
               }
+              return null;
+            });
+
+          const transformResults = await Promise.all(transformPromises);
+
+          // Update state with all transforms at once
+          const newTransformData = {};
+          transformResults.forEach(result => {
+            if (result) {
+              newTransformData[result.id] = {
+                content: result.content,
+                type: result.type,
+                fileName: result.fileName
+              };
             }
-          }
+          });
+
+          setTransformData(newTransformData);
         }
       } catch (err) {
         setError(err.message);
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index dc0eb1c..61270b0 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -1,9 +1,8 @@
 import {
   Card,
   CardContent,
-  CardDescription,
   CardHeader,
-  CardTitle,
+  CardTitle
 } from "@/components/ui/card";
 import Dialog from "@/components/ui/dialog";
 import { ExternalLink, FileText, X } from 'lucide-react';
@@ -31,9 +30,9 @@ const LinkedFilesSection = ({ filePath, source }) => {
         const normalizedFilePath = filePath.replace(/\\/g, '/');
 
         // Debug: log what we're searching for
-        console.log('LinkedFiles: Original filePath:', filePath);
-        console.log('LinkedFiles: Normalized filePath:', normalizedFilePath, 'source:', source);
-        console.log('LinkedFiles: Component props - filePath type:', typeof filePath, 'source type:', typeof source);
+        // console.log('LinkedFiles: Original filePath:', filePath);
+        // console.log('LinkedFiles: Normalized filePath:', normalizedFilePath, 'source:', source);
+        // console.log('LinkedFiles: Component props - filePath type:', typeof filePath, 'source type:', typeof source);
 
         const query = {
           query: `
@@ -79,12 +78,12 @@ const LinkedFilesSection = ({ filePath, source }) => {
         }
 
         const linkedFilesResult = result.data.file_linkings || [];
-        
-        console.log('LinkedFiles: Query result:', linkedFilesResult);
-        
+
+        // console.log('LinkedFiles: Query result:', linkedFilesResult);
+
         // Now fetch file status for each linked file
         const statusMap = new Map();
-        
+
         if (linkedFilesResult.length > 0) {
           // Collect all unique linked file paths
           const linkedPaths = new Set();
@@ -93,7 +92,7 @@ const LinkedFilesSection = ({ filePath, source }) => {
             const originalCurrentPath = filePath;
             const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
             const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
-            
+
             // Add the path that's not the current file (check both original and normalized)
             if (linking.file_path_1 !== originalCurrentPath && normalizedPath1 !== normalizedCurrentPath) {
               linkedPaths.add(linking.file_path_1);
@@ -102,17 +101,17 @@ const LinkedFilesSection = ({ filePath, source }) => {
               linkedPaths.add(linking.file_path_2);
             }
           });
-          
-          console.log('LinkedFiles: Linked paths to check status for:', Array.from(linkedPaths));
-          console.log('LinkedFiles: Current file path (normalized):', normalizedFilePath);
-          
+
+          // console.log('LinkedFiles: Linked paths to check status for:', Array.from(linkedPaths));
+          // console.log('LinkedFiles: Current file path (normalized):', normalizedFilePath);
+
           // Query file status for each linked path - also include normalized versions
           const allPathsToCheck = new Set();
           linkedPaths.forEach(path => {
             allPathsToCheck.add(path);
             allPathsToCheck.add(path.replace(/\\/g, '/'));
           });
-          
+
           const statusQuery = {
             query: `
               query GetFileStatuses($paths: [String!]!, $source: String!) {
@@ -130,7 +129,7 @@ const LinkedFilesSection = ({ filePath, source }) => {
             `,
             variables: { paths: Array.from(allPathsToCheck), source }
           };
-          
+
           const statusResponse = await fetch('/hasura/v1/graphql', {
             method: 'POST',
             headers: {
@@ -139,12 +138,12 @@ const LinkedFilesSection = ({ filePath, source }) => {
             },
             body: JSON.stringify(statusQuery)
           });
-          
+
           if (statusResponse.ok) {
             const statusResult = await statusResponse.json();
             if (!statusResult.errors) {
               const fileListingsResult = statusResult.data.file_listings || [];
-              
+
               // Create status map with both normalized and original path keys
               fileListingsResult.forEach(file => {
                 const normalizedPath = file.path.replace(/\\/g, '/');
@@ -152,25 +151,25 @@ const LinkedFilesSection = ({ filePath, source }) => {
                   status: file.status,
                   object_id: file.object_id
                 };
-                
+
                 // Store with both original and normalized paths as keys
                 statusMap.set(file.path, fileInfo);
                 statusMap.set(normalizedPath, fileInfo);
               });
-              
-              console.log('LinkedFiles: Status query result:', fileListingsResult);
-              console.log('LinkedFiles: Status map:', statusMap);
-              
+
+              // console.log('LinkedFiles: Status query result:', fileListingsResult);
+              // console.log('LinkedFiles: Status map:', statusMap);
+
               // Debug: Check what paths we're actually looking for vs what we got
               Array.from(linkedPaths).forEach(path => {
                 const normalizedPath = path.replace(/\\/g, '/');
                 const found = statusMap.get(path) || statusMap.get(normalizedPath);
-                console.log(`LinkedFiles: Path "${path}" (normalized: "${normalizedPath}") -> Status:`, found);
+                // console.log(`LinkedFiles: Path "${path}" (normalized: "${normalizedPath}") -> Status:`, found);
               });
             }
           }
         }
-        
+
         setLinkedFiles(linkedFilesResult);
         setFileStatusMap(statusMap);
       } catch (err) {
@@ -204,7 +203,7 @@ const LinkedFilesSection = ({ filePath, source }) => {
     const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
     const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
     const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
-    
+
     return normalizedPath1 === normalizedCurrentPath ? linking.file_path_2 : linking.file_path_1;
   };
 
@@ -308,134 +307,128 @@ const LinkedFilesSection = ({ filePath, source }) => {
   return (
     <>
       <Card className="bg-white dark:bg-dark-secondary shadow-lg transition-colors">
-      <CardHeader className="pb-4">
-        <CardTitle className="text-gray-900 dark:text-gray-100 flex items-center gap-2">
-          Linked Files
-          <span className="bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200 text-xs px-2 py-1 rounded-full">
-            {linkedFiles.length}
-          </span>
-        </CardTitle>
-      </CardHeader>
-      <CardContent>
-        <div className="space-y-3">
-          {(() => {
-            // Group linked files by path to merge entries with different directions
-            const groupedFiles = new Map();
+        <CardHeader className="pb-4">
+          <CardTitle className="text-gray-900 dark:text-gray-100 flex items-center gap-2">
+            Linked Files
+            <span className="bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200 text-xs px-2 py-1 rounded-full">
+              {linkedFiles.length}
+            </span>
+          </CardTitle>
+        </CardHeader>
+        <CardContent>
+          <div className="space-y-3">
+            {(() => {
+              // Group linked files by path to merge entries with different directions
+              const groupedFiles = new Map();
 
-            linkedFiles.forEach((linking) => {
-              const linkedPath = getLinkedFilePath(linking, filePath);
-              const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
-              const direction = getRelationshipDirection(linking, filePath);
+              linkedFiles.forEach((linking) => {
+                const linkedPath = getLinkedFilePath(linking, filePath);
+                const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
+                const direction = getRelationshipDirection(linking, filePath);
 
-              if (groupedFiles.has(normalizedLinkedPath)) {
-                const existing = groupedFiles.get(normalizedLinkedPath);
-                existing.directions.add(direction);
-                existing.linkTypes.add(linking.link_type);
-              } else {
-                groupedFiles.set(normalizedLinkedPath, {
-                  linkedPath,
-                  normalizedLinkedPath,
-                  directions: new Set([direction]),
-                  linkTypes: new Set([linking.link_type].filter(Boolean)),
-                  linkingId: linking.linking_id
-                });
-              }
-            });
+                if (groupedFiles.has(normalizedLinkedPath)) {
+                  const existing = groupedFiles.get(normalizedLinkedPath);
+                  existing.directions.add(direction);
+                  existing.linkTypes.add(linking.link_type);
+                } else {
+                  groupedFiles.set(normalizedLinkedPath, {
+                    linkedPath,
+                    normalizedLinkedPath,
+                    directions: new Set([direction]),
+                    linkTypes: new Set([linking.link_type].filter(Boolean)),
+                    linkingId: linking.linking_id
+                  });
+                }
+              });
 
-            return Array.from(groupedFiles.values()).map((group) => {
-              const fileName = group.linkedPath.split(/[\/\\]/).pop() || group.linkedPath;
+              return Array.from(groupedFiles.values()).map((group) => {
+                const fileName = group.linkedPath.split(/[\/\\]/).pop() || group.linkedPath;
 
-              // Get file status info - try both normalized and original path
-              let fileInfo = fileStatusMap.get(group.normalizedLinkedPath) || fileStatusMap.get(group.linkedPath);
-              const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
+                // Get file status info - try both normalized and original path
+                let fileInfo = fileStatusMap.get(group.normalizedLinkedPath) || fileStatusMap.get(group.linkedPath);
+                const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
 
-              return (
-                <div
-                  key={group.linkingId}
-                  className={`relative flex items-start justify-between p-3 rounded-lg transition-colors ${
-                    isCollected
+                return (
+                  <div
+                    key={group.linkingId}
+                    className={`relative flex items-start justify-between p-3 rounded-lg transition-colors ${isCollected
                       ? 'bg-green-50 dark:bg-green-900/20 hover:bg-green-100 dark:hover:bg-green-900/30 border border-green-200 dark:border-green-800'
                       : 'bg-gray-50 dark:bg-gray-800 hover:bg-gray-100 dark:hover:bg-gray-700'
-                  }`}
-                >
-                  {!isCollected && (
-                    <button
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        handleDeleteClick(group.linkingId);
-                      }}
-                      className="absolute top-2 right-2 p-1 rounded-full bg-red-600 hover:bg-red-700 text-white transition-colors"
-                      title="Delete this linking"
-                    >
-                      <X className="w-4 h-4" />
-                    </button>
-                  )}
-                  <div className="flex items-start space-x-3 flex-1 min-w-0">
-                    <div className="flex flex-col items-center flex-shrink-0">
-                      <FileText className={`w-4 h-4 mt-1 ${
-                        isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
-                      }`} />
-                      {isCollected && (
-                        <button
-                          onClick={() => handleFileClick(group.linkedPath, fileInfo)}
-                          className="text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer mt-2"
-                          title="Navigate to linked file"
-                        >
-                          <ExternalLink className="w-4 h-4" />
-                        </button>
-                      )}
-                    </div>
-                    <div className="flex-1 min-w-0">
-                      <div className="flex items-center gap-2 flex-wrap">
-                        <p className={`text-sm font-medium truncate ${
-                          isCollected ? 'text-green-900 dark:text-green-100' : 'text-gray-900 dark:text-gray-100'
-                        }`}>
-                          {fileName}
-                        </p>
-                        {Array.from(group.linkTypes).map((linkType) => (
-                          <span key={linkType} className="bg-gray-200 dark:bg-gray-600 text-gray-700 dark:text-gray-300 text-xs px-2 py-1 rounded">
-                            {linkType}
-                          </span>
-                        ))}
-                        {Array.from(group.directions).map((direction) => (
-                          <span key={direction} className={`text-xs px-2 py-1 rounded ${
-                            direction === 'outbound'
-                              ? 'bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200'
-                              : 'bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200'
-                          }`}>
-                            {direction}
-                          </span>
-                        ))}
-                        {fileInfo && !isCollected && (
-                          <span className={`text-xs px-2 py-1 rounded ${
-                            fileInfo.status === 'needs_to_be_collected'
-                              ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
-                              : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
-                          }`}>
-                            {fileInfo.status.replace(/_/g, ' ')}
-                          </span>
+                      }`}
+                  >
+                    {!isCollected && (
+                      <button
+                        onClick={(e) => {
+                          e.stopPropagation();
+                          handleDeleteClick(group.linkingId);
+                        }}
+                        className="absolute top-2 right-2 p-1 rounded-full bg-red-600 hover:bg-red-700 text-white transition-colors"
+                        title="Delete this linking"
+                      >
+                        <X className="w-4 h-4" />
+                      </button>
+                    )}
+                    <div className="flex items-start space-x-3 flex-1 min-w-0">
+                      <div className="flex flex-col items-center flex-shrink-0">
+                        <FileText className={`w-4 h-4 mt-1 ${isCollected ? 'text-green-600 dark:text-green-400' : 'text-gray-500 dark:text-gray-400'
+                          }`} />
+                        {isCollected && (
+                          <button
+                            onClick={() => handleFileClick(group.linkedPath, fileInfo)}
+                            className="text-green-600 hover:text-green-800 dark:text-green-400 dark:hover:text-green-200 cursor-pointer mt-2"
+                            title="Navigate to linked file"
+                          >
+                            <ExternalLink className="w-4 h-4" />
+                          </button>
                         )}
                       </div>
-                      <p
-                        className={`text-xs truncate mt-1 ${
-                          isCollected
+                      <div className="flex-1 min-w-0">
+                        <div className="flex items-center gap-2 flex-wrap">
+                          <p className={`text-sm font-medium truncate ${isCollected ? 'text-green-900 dark:text-green-100' : 'text-gray-900 dark:text-gray-100'
+                            }`}>
+                            {fileName}
+                          </p>
+                          {Array.from(group.linkTypes).map((linkType) => (
+                            <span key={linkType} className="bg-gray-200 dark:bg-gray-600 text-gray-700 dark:text-gray-300 text-xs px-2 py-1 rounded">
+                              {linkType}
+                            </span>
+                          ))}
+                          {Array.from(group.directions).map((direction) => (
+                            <span key={direction} className={`text-xs px-2 py-1 rounded ${direction === 'outbound'
+                              ? 'bg-green-100 dark:bg-green-900 text-green-800 dark:text-green-200'
+                              : 'bg-blue-100 dark:bg-blue-900 text-blue-800 dark:text-blue-200'
+                              }`}>
+                              {direction}
+                            </span>
+                          ))}
+                          {fileInfo && !isCollected && (
+                            <span className={`text-xs px-2 py-1 rounded ${fileInfo.status === 'needs_to_be_collected'
+                              ? 'bg-yellow-200 dark:bg-yellow-800 text-yellow-900 dark:text-yellow-100'
+                              : 'bg-red-200 dark:bg-red-800 text-red-900 dark:text-red-100'
+                              }`}>
+                              {fileInfo.status.replace(/_/g, ' ')}
+                            </span>
+                          )}
+                        </div>
+                        <p
+                          className={`text-xs truncate mt-1 ${isCollected
                             ? 'text-green-600 dark:text-green-400 cursor-pointer hover:text-green-800 dark:hover:text-green-200 hover:underline'
                             : 'text-gray-500 dark:text-gray-400'
-                        }`}
-                        onClick={isCollected ? () => handleFileClick(group.linkedPath, fileInfo) : undefined}
-                        title={isCollected ? "Click to navigate to file" : undefined}
-                      >
-                        {group.linkedPath}
-                      </p>
+                            }`}
+                          onClick={isCollected ? () => handleFileClick(group.linkedPath, fileInfo) : undefined}
+                          title={isCollected ? "Click to navigate to file" : undefined}
+                        >
+                          {group.linkedPath}
+                        </p>
+                      </div>
                     </div>
                   </div>
-                </div>
-              );
-            });
-          })()}
-        </div>
-      </CardContent>
-    </Card>
+                );
+              });
+            })()}
+          </div>
+        </CardContent>
+      </Card>
 
       {/* Confirmation Dialog */}
       <Dialog open={showDeleteDialog} onOpenChange={setShowDeleteDialog}>
diff --git a/projects/frontend/src/utils/fileCache.js b/projects/frontend/src/utils/fileCache.js
new file mode 100644
index 0000000..d54c4b9
--- /dev/null
+++ b/projects/frontend/src/utils/fileCache.js
@@ -0,0 +1,230 @@
+/**
+ * In-memory cache for /api/files/* responses
+ * Works with authenticated requests and self-signed certificates
+ */
+
+class FileCache {
+  constructor() {
+    this.cache = new Map();
+    this.pendingRequests = new Map(); // Track in-flight requests
+    this.maxSize = 50; // Maximum number of files to cache
+    this.maxFileSize = 50 * 1024 * 1024; // 50MB - don't cache files larger than this
+    this.cacheDuration = 60 * 60 * 1000; // 1 hour in milliseconds
+  }
+
+  /**
+   * Generate cache key from URL
+   */
+  getCacheKey(url) {
+    const urlObj = new URL(url, window.location.origin);
+    return urlObj.pathname; // Use pathname as key (e.g., "/api/files/abc-123")
+  }
+
+  /**
+   * Check if a cache entry is still valid
+   */
+  isValid(entry) {
+    const age = Date.now() - entry.timestamp;
+    return age < this.cacheDuration;
+  }
+
+  /**
+   * Get item from cache
+   */
+  async get(url) {
+    const key = this.getCacheKey(url);
+    const entry = this.cache.get(key);
+
+    if (!entry) {
+      return null;
+    }
+
+    if (!this.isValid(entry)) {
+      console.log('[FileCache] Cache expired:', key);
+      this.cache.delete(key);
+      return null;
+    }
+
+    // Move to end (LRU)
+    this.cache.delete(key);
+    this.cache.set(key, entry);
+
+    console.log('[FileCache] Cache hit:', key);
+
+    // Create a new Response from the stored blob to avoid body stream issues
+    const blob = entry.blob;
+    return new Response(blob, {
+      status: entry.status,
+      statusText: entry.statusText,
+      headers: entry.headers
+    });
+  }
+
+  /**
+   * Add item to cache
+   */
+  async set(url, response) {
+    const key = this.getCacheKey(url);
+
+    // Clone the response to read it
+    const responseClone = response.clone();
+
+    // Read the response body as blob (more reliable than storing Response objects)
+    const blob = await responseClone.blob();
+
+    // Check actual blob size
+    const fileSize = blob.size;
+
+    // Don't cache if too large
+    if (fileSize > this.maxFileSize) {
+      console.log('[FileCache] File too large to cache:', key, `(${fileSize} bytes)`);
+      return;
+    }
+
+    // Store blob and metadata separately to avoid Response stream issues
+    const entry = {
+      blob: blob,
+      status: response.status,
+      statusText: response.statusText,
+      headers: new Headers(response.headers), // Clone headers
+      timestamp: Date.now(),
+      size: fileSize
+    };
+
+    this.cache.set(key, entry);
+    console.log('[FileCache] Cached:', key, `(${fileSize} bytes)`);
+
+    // Enforce size limit
+    this.enforceSizeLimit();
+  }
+
+  /**
+   * Remove oldest entries if cache is full (LRU)
+   */
+  enforceSizeLimit() {
+    if (this.cache.size > this.maxSize) {
+      // Get first (oldest) entry
+      const firstKey = this.cache.keys().next().value;
+      this.cache.delete(firstKey);
+      console.log('[FileCache] Pruned oldest entry:', firstKey);
+    }
+  }
+
+  /**
+   * Clear entire cache
+   */
+  clear() {
+    this.cache.clear();
+    console.log('[FileCache] Cache cleared');
+  }
+
+  /**
+   * Get cache statistics
+   */
+  getStats() {
+    const entries = Array.from(this.cache.entries()).map(([key, entry]) => ({
+      key,
+      size: entry.size,
+      age: Date.now() - entry.timestamp,
+      valid: this.isValid(entry)
+    }));
+
+    const totalSize = entries.reduce((sum, e) => sum + e.size, 0);
+
+    return {
+      entryCount: this.cache.size,
+      maxSize: this.maxSize,
+      totalSize,
+      entries
+    };
+  }
+}
+
+// Create singleton instance
+const fileCache = new FileCache();
+
+/**
+ * Enhanced fetch that uses the file cache with request deduplication
+ * Drop-in replacement for fetch() for /api/files/* endpoints
+ */
+export async function cachedFetch(url, options = {}) {
+  // Parse URL
+  const urlObj = new URL(url, window.location.origin);
+
+  // Only cache GET requests to /api/files/*
+  const shouldCache =
+    (!options.method || options.method === 'GET') &&
+    urlObj.pathname.startsWith('/api/files/') &&
+    !urlObj.searchParams.has('name'); // Don't cache downloads
+
+  if (!shouldCache) {
+    return fetch(url, options);
+  }
+
+  const cacheKey = fileCache.getCacheKey(url);
+
+  // Check cache first
+  const cachedResponse = await fileCache.get(url);
+  if (cachedResponse) {
+    return cachedResponse;
+  }
+
+  // Check if there's already a pending request for this URL
+  if (fileCache.pendingRequests.has(cacheKey)) {
+    console.log('[FileCache] Deduplicating request:', cacheKey);
+    // Wait for the pending request to complete
+    await fileCache.pendingRequests.get(cacheKey);
+    // Get a fresh copy from cache (each caller gets their own Response object)
+    const cached = await fileCache.get(url);
+    if (cached) {
+      return cached;
+    }
+    // If not in cache (request failed), throw error
+    throw new Error('Deduplicated request failed - no cached response available');
+  }
+
+  // Fetch from network
+  console.log('[FileCache] Fetching from network:', cacheKey);
+
+  const fetchPromise = (async () => {
+    const response = await fetch(url, options);
+
+    // Cache successful responses
+    if (response.ok) {
+      await fileCache.set(url, response);
+    }
+
+    // Signal completion (don't return the response itself to avoid stream issues)
+    return response.ok;
+  })();
+
+  // Store the promise so concurrent requests can reuse it
+  fileCache.pendingRequests.set(cacheKey, fetchPromise);
+
+  try {
+    const success = await fetchPromise;
+    if (success) {
+      // Get from cache so we return a fresh Response object
+      const cached = await fileCache.get(url);
+      if (!cached) {
+        console.error('[FileCache] ERROR: Cache miss after successful fetch!', cacheKey);
+        console.error('[FileCache] Cache contents:', Array.from(fileCache.cache.keys()));
+      }
+      return cached;
+    } else {
+      // Request failed, fetch again to get the actual error response
+      return fetch(url, options);
+    }
+  } finally {
+    // Remove from pending requests when done
+    fileCache.pendingRequests.delete(cacheKey);
+  }
+}
+
+// Export cache instance for debugging
+export { fileCache };
+
+// Expose to window for debugging
+if (typeof window !== 'undefined') {
+  window.fileCache = fileCache;
+}
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 0adcd98..01dd1c3 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -1,6 +1,7 @@
 import asyncio
 import fcntl
 import json
+import ntpath
 import os
 import urllib.parse
 import uuid
@@ -8,6 +9,7 @@ from contextlib import asynccontextmanager
 from datetime import UTC, datetime, timedelta
 from pathlib import Path as PathLib
 from typing import Annotated
+from urllib.parse import urlparse
 
 import psycopg
 import requests
@@ -183,6 +185,15 @@ async def send_postgres_notify(channel: str, payload: str = ""):
         raise
 
 
+def is_valid_uri(uri):
+    try:
+        result = urlparse(uri)
+        # Check if scheme and netloc are present (for absolute URIs)
+        return all([result.scheme, result.netloc])
+    except Exception:
+        return False
+
+
 #######################################
 #
 # file routes
@@ -246,6 +257,21 @@ async def upload_file(
         metadata_dict = file_metadata.model_dump()
         metadata_dict["object_id"] = object_id
 
+        # Normalize path
+        path = metadata_dict["path"]
+        if is_valid_uri(path):
+            path = metadata_dict["path"]
+        else:
+            # Assume it's a path if it's not a URI
+            if ntpath.isabs(path):
+                path = ntpath.abspath(path)
+            else:
+                pass
+
+            path = path.replace("\\", "/")
+
+        metadata_dict["path"] = path
+
         # Handle expiration - use timestamp + default_expiration_days if not provided
         if metadata_dict.get("expiration") is None:
             # Get the timestamp (either provided or the default we just set)
@@ -300,13 +326,13 @@ async def download_file(
 
         headers = {"Content-Type": "text/plain" if raw else "application/octet-stream"}
 
-        if not raw:
-            if name:
-                filename = urllib.parse.quote(name)
-                headers["Content-Disposition"] = f'attachment; filename="{filename}"'
-            else:
-                headers["Content-Disposition"] = f'attachment; filename="{object_id}"'
+        if name:
+            filename = urllib.parse.quote(name)
+            headers["Content-Disposition"] = f'attachment; filename="{filename}"'
         else:
+            headers["Content-Disposition"] = f'attachment; filename="{object_id}"'
+
+        if raw:
             headers["X-Content-Type-Options"] = "nosniff"
 
         return StreamingResponse(
@@ -1348,7 +1374,9 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
     summary="Run text translation",
     description="Forward text translation request to agents service",
 )
-async def run_translation(request: dict = Body(..., description="Request containing object_id and optional target_language")):
+async def run_translation(
+    request: dict = Body(..., description="Request containing object_id and optional target_language"),
+):
     """Forward text translation request to agents service."""
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/translate"

From a22218fcef890e8baf2c6b7bee9e935078a78118 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 14:16:52 -0700
Subject: [PATCH 130/279] fix ruff/tests in project, install venv script, local
 state link to user masterkey, masterkey type from path

---
 .vscode/nemesis.code-workspace                |  18 ++-
 .vscode/settings.json                         |   8 +-
 libs/chromium/.vscode/settings.json           |   6 +-
 libs/chromium/chromium/cookies.py             |   2 +-
 libs/chromium/chromium/helpers.py             |   2 +-
 libs/chromium/chromium/local_state.py         |  18 ++-
 libs/chromium/chromium/logins.py              |   2 +-
 libs/chromium/poetry.lock                     | 106 ++++++++++++-
 libs/chromium/pyproject.toml                  |   2 +
 libs/chromium/tests/test_example.py           |   3 +
 libs/common/.vscode/settings.json             |   6 +-
 libs/common/tests/test_example.py             |   3 +
 .../.vscode/settings.json                     |  18 +--
 .../dpapi_blob/analyzer.py                    |   7 +-
 .../dpapi_masterkey/analyzer.py               | 139 +++++++----------
 .../registry_hive/analyzer.py                 |   4 +-
 libs/file_enrichment_modules/poetry.lock      | 106 ++++++++++++-
 libs/file_enrichment_modules/pyproject.toml   |   2 +
 .../tests/test_example.py                     |   3 +
 libs/file_linking/.vscode/settings.json       |   6 +-
 libs/file_linking/poetry.lock                 | 115 +++++++++++++-
 libs/file_linking/pyproject.toml              |   2 +
 libs/file_linking/tests/test_example.py       |   3 +
 libs/nemesis_dpapi/.vscode/settings.json      |  13 +-
 libs/nemesis_dpapi/examples/example.py        |   4 +-
 .../examples/masterkey_auto_decrypt.py        |   4 +-
 .../nemesis_dpapi/auto_decrypt.py             |   2 +-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 141 +++++++++++++++---
 libs/nemesis_dpapi/nemesis_dpapi/keys.py      |   4 +-
 .../benchmarks/bench_backupkey_decryption.py  |   6 +-
 .../bench_masterkey_password_decryption.py    |  14 +-
 libs/nemesis_dpapi/tests/test_core.py         | 127 +++++++++++++---
 libs/nemesis_dpapi/tests/test_keys.py         |  10 +-
 projects/agents/.vscode/settings.json         |   6 +-
 projects/agents/poetry.lock                   |  81 +++++++++-
 projects/agents/pyproject.toml                |   2 +
 projects/agents/tests/test_example.py         |   3 +
 projects/alerting/.vscode/settings.json       |   6 +-
 projects/alerting/poetry.lock                 | 105 ++++++++++++-
 projects/alerting/pyproject.toml              |   2 +
 projects/alerting/tests/test_example.py       |   3 +
 projects/cli/.vscode/settings.json            |   8 +-
 projects/cli/poetry.lock                      | 106 ++++++++++++-
 projects/cli/pyproject.toml                   |   2 +
 projects/cli/tests/test_example.py            |   3 +
 projects/document_conversion/poetry.lock      |  95 +++++++++++-
 projects/document_conversion/pyproject.toml   |   2 +
 .../document_conversion/tests/test_example.py |   3 +
 .../file_enrichment/.vscode/settings.json     |   6 +-
 projects/file_enrichment/Dockerfile           |   1 +
 .../file_enrichment/tests/test_example.py     |   4 +
 projects/housekeeping/poetry.lock             | 106 ++++++++++++-
 projects/housekeeping/pyproject.toml          |   2 +
 projects/housekeeping/tests/test_example.py   |   4 +
 projects/web_api/.vscode/settings.json        |   6 +-
 projects/web_api/poetry.lock                  |  93 +++++++++++-
 projects/web_api/pyproject.toml               |   4 +
 projects/web_api/tests/test_example.py        |   3 +
 tools/install_dev_env.sh                      |  47 ++++++
 59 files changed, 1348 insertions(+), 261 deletions(-)
 create mode 100644 libs/chromium/tests/test_example.py
 create mode 100644 libs/common/tests/test_example.py
 create mode 100644 libs/file_enrichment_modules/tests/test_example.py
 create mode 100644 libs/file_linking/tests/test_example.py
 create mode 100644 projects/agents/tests/test_example.py
 create mode 100644 projects/alerting/tests/test_example.py
 create mode 100644 projects/cli/tests/test_example.py
 create mode 100644 projects/document_conversion/tests/test_example.py
 create mode 100644 projects/file_enrichment/tests/test_example.py
 create mode 100644 projects/housekeeping/tests/test_example.py
 create mode 100644 projects/web_api/tests/test_example.py
 create mode 100755 tools/install_dev_env.sh

diff --git a/.vscode/nemesis.code-workspace b/.vscode/nemesis.code-workspace
index a5a935c..144fc03 100644
--- a/.vscode/nemesis.code-workspace
+++ b/.vscode/nemesis.code-workspace
@@ -32,6 +32,10 @@
             "path": "../libs/nemesis_dpapi",
             "name": "libs → nemesis_dpapi"
         },
+        {
+            "path": "../projects/agents",
+            "name": "projects → agents"
+        },
         {
             "path": "../projects/alerting",
             "name": "projects → alerting"
@@ -94,13 +98,13 @@
             "**/CVS": true,
             "**/Thumbs.db": true,
         },
-        "[python]": {
-            "diffEditor.ignoreTrimWhitespace": false,
-            "editor.wordBasedSuggestions": "off",
-            "editor.formatOnSave": true,
-            "editor.defaultFormatter": "charliermarsh.ruff"
-        },
-        "python.defaultInterpreterPath": "python",
+        // "[python]": {
+        //     "diffEditor.ignoreTrimWhitespace": false,
+        //     "editor.wordBasedSuggestions": "off",
+        //     "editor.formatOnSave": true,
+        //     "editor.defaultFormatter": "charliermarsh.ruff"
+        // },
+        // "python.defaultInterpreterPath": "python",
         // "python.pixiToolPath": "",
         // "python.pipenvPath": "",
     },
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 4bd3b88..36429f2 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -6,12 +6,12 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
+        // "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            // "source.fixAll": "explicit",
+            // "source.organizeImports": "explicit"
         },
-        "editor.defaultFormatter": "charliermarsh.ruff"
+        // "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
     "editor.formatOnSave": false,
diff --git a/libs/chromium/.vscode/settings.json b/libs/chromium/.vscode/settings.json
index 9eb29d1..372f1cf 100644
--- a/libs/chromium/.vscode/settings.json
+++ b/libs/chromium/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index 463dfa9..ab06bd6 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -130,7 +130,7 @@ def _insert_cookies(
             value_dec = None
             if masterkey_guid and dpapi_manager:
                 try:
-                    value_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(encrypted_value)))
+                    value_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.from_bytes(encrypted_value)))
                     if value_dec_bytes:
                         value_dec = value_dec_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 2a8d2f7..451ba4d 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -111,7 +111,7 @@ def detect_encryption_type(encrypted_value: bytes) -> tuple[str, str | None]:
     # Check for DPAPI (first 4 bytes are \x01\x00\x00\x00)
     if encrypted_value[:4] == b"\x01\x00\x00\x00":
         try:
-            blob = Blob.parse(encrypted_value)
+            blob = Blob.from_bytes(encrypted_value)
             return "dpapi", str(blob.masterkey_guid)
         except Exception as e:
             raise Exception(f"Found DPAPI app bound key, but couldn't parse blob: {str(e)}") from e
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index c75cdfb..00b08e1 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -100,8 +100,6 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
 def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid: UUID) -> None:
     """Add file linking entry for user masterkey."""
 
-    # TODO: Improve file linking entry for the masterkey file
-
     # Skip trying to figure out the username/drive if we can
     if r"AppData/Local/Google/Chrome/User Data" in file_enriched.path:
         masterkey_path = ntpath.abspath(
@@ -109,10 +107,14 @@ def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid
             + f"../../../../../Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
         )
     else:
+        # Not an AppData path, so build path based on the drive letter and username (if available)
         drive, _ = ntpath.splitdrive(file_enriched.path)
-        masterkey_path = (
-            f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
-        )
+
+        if username:
+            masterkey_path = f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        else:
+            # No username, so just use placeholder. e.g. if uploaded via the UI with no path info
+            masterkey_path = f"{drive}/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
 
     add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
 
@@ -158,7 +160,7 @@ async def _insert_state_keys(
             if encryption_type != "dpapi":
                 raise Exception(f"Unsupported encryption type for v1 state key: {encryption_type}")
 
-            dpapi_blob = Blob.parse(dpapi_blob_bytes)
+            dpapi_blob = Blob.from_bytes(dpapi_blob_bytes)
             key_masterkey_guid = str(dpapi_blob.masterkey_guid)
             try:
                 key_bytes_dec = await dpapi_manager.decrypt_blob(dpapi_blob)
@@ -205,13 +207,13 @@ async def _insert_state_keys(
                 # Parse only the DPAPI portion (after APPB header)
                 if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
                     dpapi_portion = app_bound_key_enc[4:]
-                    app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(Blob.parse(dpapi_portion))
+                    app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(Blob.from_bytes(dpapi_portion))
                 else:
                     logger.warning("App-bound key missing APPB header, cannot decrypt")
                     app_bound_key_dec_inter = b""
 
                 if app_bound_key_dec_inter:
-                    user_blob = Blob.parse(app_bound_key_dec_inter)
+                    user_blob = Blob.from_bytes(app_bound_key_dec_inter)
                     app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
 
                     try:
diff --git a/libs/chromium/chromium/logins.py b/libs/chromium/chromium/logins.py
index 2673dff..4b95d00 100644
--- a/libs/chromium/chromium/logins.py
+++ b/libs/chromium/chromium/logins.py
@@ -115,7 +115,7 @@ def _insert_logins(
             # Try DPAPI decryption first
             if masterkey_guid and dpapi_manager:
                 try:
-                    password_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.parse(password_value)))
+                    password_dec_bytes = asyncio.run(dpapi_manager.decrypt_blob(Blob.from_bytes(password_value)))
                     if password_dec_bytes:
                         password_value_dec = password_dec_bytes.decode("utf-8", errors="replace")
                         is_decrypted = True
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index 633ec5e..78e8c8c 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -435,12 +435,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "cryptography"
@@ -862,6 +862,18 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 setuptools = "*"
 six = "*"
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "itsdangerous"
 version = "2.2.0"
@@ -1136,6 +1148,34 @@ pydantic = ">=2.0.0,<3.0.0"
 type = "directory"
 url = "../nemesis_dpapi"
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.2"
@@ -1640,6 +1680,21 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pyopenssl"
 version = "24.0.0"
@@ -1675,6 +1730,48 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1786,11 +1883,12 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "typing-inspection"
@@ -1971,4 +2069,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "c51722acaea2d9e006b44eed9603b650bcba2ca28b0d80aa90695298e88ed828"
+content-hash = "7866890cf3963c7ebd8d50ed99deb3b8b30b87fd0802dc83a9b41357eb9b10ba"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index de3358f..848c855 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -16,6 +16,8 @@ file-linking = { path = "../file_linking", develop = true }
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/libs/chromium/tests/test_example.py b/libs/chromium/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/libs/chromium/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/libs/common/.vscode/settings.json b/libs/common/.vscode/settings.json
index 34bd581..0cdb088 100644
--- a/libs/common/.vscode/settings.json
+++ b/libs/common/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/libs/common/tests/test_example.py b/libs/common/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/libs/common/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/libs/file_enrichment_modules/.vscode/settings.json b/libs/file_enrichment_modules/.vscode/settings.json
index c12c0b9..962ed99 100644
--- a/libs/file_enrichment_modules/.vscode/settings.json
+++ b/libs/file_enrichment_modules/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit",
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
-        "editor.defaultFormatter": "charliermarsh.ruff",
+        "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
@@ -46,16 +44,6 @@
         "reportMissingModuleSource": "none",
     },
     "python.analysis.useLibraryCodeForTypes": true, // Pyright
-    // "python.formatting.provider": "none",
-    "python.languageServer": "Pylance",
-    "python.linting.enabled": true,
-    "python.linting.flake8Args": [
-        "--max-line-length=240",
-        "--ignore=E203,E722,W503",
-    ],
-    "python.linting.flake8Enabled": true,
-    "python.linting.lintOnSave": true,
-    "python.linting.pylintEnabled": false,
     "python.testing.pytestArgs": [
         "tests"
     ],
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index 29b36b8..cd25665 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -109,7 +109,7 @@ rule has_dpapi_blob
                 try:
                     dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
                     del carved_blob["dpapi_blob_raw"]  # because of result serialization
-                    carved_blob_dec = await self.dpapi_manager.decrypt_blob(Blob.parse(dpapi_blob_raw))
+                    carved_blob_dec = await self.dpapi_manager.decrypt_blob(Blob.from_bytes(dpapi_blob_raw))
 
                     if carved_blob_dec:
                         logger.info(
@@ -173,3 +173,8 @@ List of unique masterkey GUIDs associated with the found blobs:
 def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
     """Factory function that creates the analyzer in either standalone or service mode."""
     return DpapiBlobAnalyzer(standalone=standalone)
+
+
+def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
+    """Factory function that creates the analyzer in either standalone or service mode."""
+    return DpapiBlobAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 4eda1d2..ee25a5c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -12,7 +12,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
-from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile
+from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile, UserAccountType
 from psycopg.rows import dict_row
 
 if TYPE_CHECKING:
@@ -193,6 +193,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
 
         return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
 
+
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
 
@@ -200,98 +201,62 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
 
-            if not postgres_connection_string.startswith("postgres://"):
-                raise ValueError(
-                    "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
+        try:
+            file_enriched = get_file_enriched(object_id)
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name)
+
+            # Parse the masterkey file
+            if file_path:
+                # Use provided file path
+                masterkey_file = MasterKeyFile.from_file(file_path)
+                if masterkey_file.policy.value & 2:
+                    self._create_proactive_file_linkings(file_enriched)
+            else:
+                # Download the file and parse it
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    masterkey_file = MasterKeyFile.from_file(temp_file.name)
+
+            backup_key = masterkey_file.domain_backup_key
+            mk = MasterKey(
+                guid=masterkey_file.masterkey_guid,
+                encrypted_key_usercred=masterkey_file.master_key,
+                encrypted_key_backup=backup_key.raw_bytes if backup_key else None,
+                backup_key_guid=backup_key.guid_key if backup_key else None,
+                user_account_type=UserAccountType.from_path(file_enriched.path)
+            )
+
+            # The DPAPI manager handles all decryption automatically
+            await self.dpapi_manager.upsert_masterkey(mk)
+
+            # Check if it was decrypted
+            stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
+            was_decrypted = stored_mk and stored_mk.is_decrypted
+
+            if was_decrypted:
+                logger.info(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
+            else:
+                logger.debug(
+                    f"Successfully processed masterkey {masterkey_file.masterkey_guid} (not decrypted - may need additional keys)"
                 )
 
-            # self.dpapi_manager = DpapiManager(
-            #     storage_backend=postgres_connection_string, publisher=DaprDpapiEventPublisher(client)
-            # )
+            # Prepare results data
+            results_data = {
+                "masterkey_guid": str(masterkey_file.masterkey_guid),
+                "version": masterkey_file.version,
+                "policy": masterkey_file.policy.value if masterkey_file.policy else 0,
+                "has_master_key": masterkey_file.master_key is not None,
+                "has_local_key": masterkey_file.local_key is not None,
+                "has_backup_key": masterkey_file.backup_key is not None,
+                "has_domain_backup_key": masterkey_file.domain_backup_key is not None,
+            }
 
-            try:
-                file_enriched = get_file_enriched(object_id)
-                enrichment_result = EnrichmentResult(module_name=self.name)
+            enrichment_result.results = results_data
+            return enrichment_result
 
-                # Parse the masterkey file
-                if file_path:
-                    # Use provided file path
-                    masterkey_file = self._parse_masterkey_file(file_path)
-                    try:
-                        # MasterKeyPolicy bit of NO_BACKUP, present for just SYSTEM keys
-                        if masterkey_file.policy.value & 2:
-                            self._create_proactive_file_linkings(file_enriched)
-                    except:
-                        pass
-                else:
-                    # Download the file and parse it
-                    with self.storage.download(file_enriched.object_id) as temp_file:
-                        masterkey_file = self._parse_masterkey_file(temp_file.name)
-
-                if not masterkey_file:
-                    return None
-
-                # Create MasterKey object and add to DPAPI manager
-                if self.dpapi_manager:
-                    backup_key = masterkey_file.domain_backup_key
-                    mk = MasterKey(
-                        guid=masterkey_file.masterkey_guid,
-                        encrypted_key_usercred=masterkey_file.master_key,
-                        encrypted_key_backup=backup_key.raw_bytes if backup_key else None,
-                        backup_key_guid=backup_key.guid_key if backup_key else None,
-                    )
-
-                    # The DPAPI manager handles all decryption automatically
-                    await self.dpapi_manager.upsert_masterkey(mk)
-
-                    # Check if it was decrypted
-                    stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
-                    was_decrypted = stored_mk and stored_mk.is_decrypted
-
-                    if was_decrypted:
-                        logger.info(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
-                    else:
-                        logger.debug(
-                            f"Successfully processed masterkey {masterkey_file.masterkey_guid} (not decrypted - may need additional keys)"
-                        )
-                else:
-                    logger.warning("[dpapi_masterkey] self.dpapi_manager not initialized!")
-
-                # Prepare results data
-                results_data = {
-                    "masterkey_guid": str(masterkey_file.masterkey_guid),
-                    "version": masterkey_file.version,
-                    "policy": masterkey_file.policy.value if masterkey_file.policy else 0,
-                    "has_master_key": masterkey_file.master_key is not None,
-                    "has_local_key": masterkey_file.local_key is not None,
-                    "has_backup_key": masterkey_file.backup_key is not None,
-                    "has_domain_backup_key": masterkey_file.domain_backup_key is not None,
-                }
-
-                enrichment_result.results = results_data
-                return enrichment_result
-
-            except Exception as e:
-                logger.exception(e, message="Error in DPAPI masterkey process()")
-
-    def _parse_masterkey_file(self, file_path: str) -> MasterKeyFile | None:
-        """Parse a masterkey file using nemesis_dpapi.
-
-        Args:
-            file_path: Path to the masterkey file
-
-        Returns:
-            Parsed MasterKeyFile or None if parsing fails
-        """
-        try:
-            return MasterKeyFile.parse(file_path)
         except Exception as e:
-            logger.warning(f"Failed to parse masterkey file {file_path}: {e}")
-            return None
+            logger.exception(e, message="Error in DPAPI masterkey process()")
 
 
 def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index fd381cd..fcf1027 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -205,7 +205,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     source_file_path=file_enriched.path,
                     linked_file_path=security_path,
                     link_type="registry_system",
-                    collection_reason="SYSTEM hive can decrypt SECURITY LSA secrets",
+                    collection_reason="SYSTEM hive required to decrypt SECURITY data",
                 )
 
             elif hive_type in ["SAM", "SECURITY"]:
@@ -955,7 +955,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
                 displayable_parsed = Transform(
                     type="displayable_parsed",
-                    object_id=display_object_id,
+                    object_id=str(display_object_id),
                     metadata={
                         "file_name": f"{file_enriched.file_name}_{hive_type.lower()}_analysis.txt",
                         "display_type_in_dashboard": "monaco",
diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index ed63b04..39fe929 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -533,12 +533,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -969,6 +969,18 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 setuptools = "*"
 six = "*"
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "itsdangerous"
 version = "2.2.0"
@@ -1270,6 +1282,18 @@ pydantic = ">=2.0.0,<3.0.0"
 type = "directory"
 url = "../nemesis_dpapi"
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
 [[package]]
 name = "pefile"
 version = "2024.8.26"
@@ -1282,6 +1306,22 @@ files = [
     {file = "pefile-2024.8.26.tar.gz", hash = "sha256:3ff6c5d8b43e8c37bb6e6dd5085658d658a7a0bdcd20b6a07b1fcfc1c4e9d632"},
 ]
 
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "plyara"
 version = "2.2.8"
@@ -1723,6 +1763,21 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pyopenssl"
 version = "24.0.0"
@@ -1758,6 +1813,48 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1945,11 +2042,12 @@ version = "4.14.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
     {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "typing-inspection"
@@ -2160,4 +2258,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "2a30af6a8c24325d3184f0d7b55edf17fc626dac82787a31ae2564cf47c5dc3a"
+content-hash = "9ecd164719b6de18a5231a45f5854969a7e04a5467466c1ff831ea1385b54391"
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index a1a70f6..1ff8940 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -21,6 +21,8 @@ lnkparse3 = "^1.5.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/libs/file_enrichment_modules/tests/test_example.py b/libs/file_enrichment_modules/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/libs/file_enrichment_modules/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/libs/file_linking/.vscode/settings.json b/libs/file_linking/.vscode/settings.json
index 9eb29d1..372f1cf 100644
--- a/libs/file_linking/.vscode/settings.json
+++ b/libs/file_linking/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index cee568f..48f9564 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -156,6 +156,19 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi
 tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
 tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
 
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+groups = ["dev"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
+    {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
+]
+
 [[package]]
 name = "dapr"
 version = "1.15.0"
@@ -404,6 +417,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "multidict"
 version = "6.6.4"
@@ -524,6 +549,34 @@ files = [
     {file = "multidict-6.6.4.tar.gz", hash = "sha256:d2d4e4787672911b48350df02ed3fa3fffdc2f2e8ca06dd6afdf34189b76a9dd"},
 ]
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.2"
@@ -752,6 +805,63 @@ files = [
     {file = "psycopg_binary-3.2.9-cp39-cp39-win_amd64.whl", hash = "sha256:24ddb03c1ccfe12d000d950c9aba93a7297993c4e3905d9f2c9795bb0764d523"},
 ]
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -825,11 +935,12 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "tzdata"
@@ -966,4 +1077,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "5bf7929dd5aa3c956324e09b843d94a0858560e9be0676f42c30dd744332a66b"
+content-hash = "a41c8ac0e7060e617f3a3613a8ad59d0eaef7508855471ecb99b058a5d39899f"
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
index 1c8baaa..5faa4ff 100644
--- a/libs/file_linking/pyproject.toml
+++ b/libs/file_linking/pyproject.toml
@@ -13,6 +13,8 @@ structlog = ">=20.0.0,<30.0.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/libs/file_linking/tests/test_example.py b/libs/file_linking/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/libs/file_linking/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/libs/nemesis_dpapi/.vscode/settings.json b/libs/nemesis_dpapi/.vscode/settings.json
index 5c56e95..e9a2b8f 100644
--- a/libs/nemesis_dpapi/.vscode/settings.json
+++ b/libs/nemesis_dpapi/.vscode/settings.json
@@ -6,18 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
-        "editor.formatOnSaveMode": "file",
-        "editor.defaultFormatter": "charliermarsh.ruff",
-        "editor.tabSize": 4,
-        "editor.insertSpaces": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
-        }
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
+        },
+        "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 0b70a6e..3ea0da7 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -70,7 +70,7 @@ async def main() -> None:
     with open(backup_key_path) as f:
         backup_key_data = json.load(f)
 
-    masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+    masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
     if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
         raise ValueError("Invalid masterkey file")
@@ -124,7 +124,7 @@ async def main() -> None:
             blob_data = f.read()
 
         # Parse blob to get its structure and masterkey GUID
-        blob = Blob.parse(blob_data)
+        blob = Blob.from_bytes(blob_data)
         print(f"Blob masterkey GUID: {blob.masterkey_guid}")
 
         # Decrypt the blob using the DPAPI manager
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 39a12df..1625566 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -274,8 +274,8 @@ async def main():
     mk_domain_file = fixtures_path / "masterkey_domain.bin"
     mk_local_file = fixtures_path / "masterkey_local.bin"
 
-    mk_domain = MasterKeyFile.parse(mk_domain_file)
-    mk_local = MasterKeyFile.parse(mk_local_file)
+    mk_domain = MasterKeyFile.from_file(mk_domain_file)
+    mk_local = MasterKeyFile.from_file(mk_local_file)
 
     # Run all scenarios
     await masterkeys_first_then_backup_key(mk_domain, backup_key_data)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index ee789ca..ec22e03 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -192,7 +192,7 @@ class AutoDecryptionObserver(DpapiObserver):
 
                 # Parse the encrypted backup key bytes into a BackupKeyRecoveryBlob
                 try:
-                    backup_key_blob = BackupKeyRecoveryBlob.parse(enc_masterkey.encrypted_key_backup)
+                    backup_key_blob = BackupKeyRecoveryBlob.from_bytes(enc_masterkey.encrypted_key_backup)
                 except Exception:
                     # Skip if we can't parse the backup key blob
                     continue
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 756eae3..f5ccd61 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -3,6 +3,7 @@
 from __future__ import annotations
 
 import json
+import re
 import struct
 from enum import Enum, IntFlag
 from pathlib import Path
@@ -83,11 +84,60 @@ class UserAccountType(str, Enum):
     """Classification of the user account type for a masterkey."""
 
     UNKNOWN = "unknown"  # Account type could not be determined
-    LOCAL_USER = "local_user"  # Local user account
-    DOMAIN_USER = "domain_user"  # Domain user account
+    USER = "user"  # Domain or local user account
     SYSTEM = "system"  # SYSTEM machine user, LocalService, NetworkService
     SYSTEM_USER = "system_user"  # The machine's DPAPI SYSTEM user
 
+    @classmethod
+    def from_path(cls, path: str | None) -> UserAccountType:
+        """Determine the user account type from a masterkey file path.
+
+        Args:
+            path: The file path to the masterkey file
+
+        Returns:
+            UserAccountType based on the path pattern
+
+        Examples:
+            - C:\\Users\\username\\AppData\\Roaming\\Microsoft\\Protect\\S-1-5-21-...\\{GUID} -> USER
+            - C:\\Windows\\System32\\Microsoft\\Protect\\S-1-5-18\\... -> SYSTEM
+            - C:\\Windows\\System32\\Microsoft\\Protect\\S-1-5-18\\User\\... -> SYSTEM_USER
+            - C:\\Windows\\ServiceProfiles\\LocalService\\... -> SYSTEM
+            - C:\\Windows\\ServiceProfiles\\NetworkService\\... -> SYSTEM
+        """
+        if not path:
+            return cls.UNKNOWN
+
+        # Normalize path to lowercase and use forward slashes for easier matching
+        normalized_path = path.lower().replace("\\", "/")
+
+        # Check for SYSTEM account with User subdirectory (SYSTEM_USER)
+        # Pattern: .../Windows/System32/Microsoft/Protect/S-1-5-18/User/...
+        if re.search(r"/windows/system32/microsoft/protect/s-1-5-18/user/", normalized_path):
+            return cls.SYSTEM_USER
+
+        # Check for SYSTEM account patterns (SYSTEM, LocalService, NetworkService)
+        # Pattern: .../Windows/System32/Microsoft/Protect/S-1-5-18/...
+        if re.search(r"/windows/system32/microsoft/protect/s-1-5-18/", normalized_path):
+            return cls.SYSTEM
+
+        # Check for LocalService or NetworkService in ServiceProfiles
+        # Pattern: .../Windows/ServiceProfiles/(LocalService|NetworkService)/...
+        if re.search(r"/windows/serviceprofiles/(localservice|networkservice)/", normalized_path):
+            return cls.SYSTEM
+
+        # Check for user profiles with DPAPI protect directory
+        # Pattern: .../Users/.../AppData/Roaming/Microsoft/Protect/S-1-5-21-.../...
+        if re.search(r"/users/.+/appdata/roaming/microsoft/protect/s-1-5-21-[\d-]+/[0-9a-f-]+", normalized_path):
+            return cls.USER
+
+        # Fallback: Check for any user profile with Microsoft Protect
+        if re.search(r"/users/.+/appdata/roaming/microsoft/protect/", normalized_path):
+            return cls.USER
+
+        # Default to UNKNOWN if we can't determine the type
+        return cls.UNKNOWN
+
 
 class MasterKey(BaseModel):
     """Represents a DPAPI masterkey.
@@ -190,19 +240,42 @@ class Blob(BaseModel):
     raw_bytes: bytes
 
     @classmethod
-    def parse(cls, data_or_path: bytes | str | Path) -> Blob:
-        """Parse a DPAPI blob from bytes or file path.
+    def from_file(cls, file_path: str | Path) -> Blob:
+        """Parse a DPAPI blob from a file path.
 
         Args:
-            data_or_path: Either raw bytes or path to blob file
+            file_path: Path to the blob file
 
         Returns:
-            DpapiBlob instance with parsed data
+            Blob instance with parsed data
 
         Raises:
             ValueError: If blob format is invalid
             FileNotFoundError: If file doesn't exist
         """
+        file_path = Path(file_path)
+
+        if not file_path.exists():
+            raise FileNotFoundError(f"Blob file not found: {file_path}")
+
+        with open(file_path, "rb") as f:
+            data = f.read()
+
+        return cls.from_bytes(data)
+
+    @classmethod
+    def from_bytes(cls, data: bytes) -> Blob:
+        """Parse a DPAPI blob from raw bytes.
+
+        Args:
+            data: Raw blob bytes
+
+        Returns:
+            Blob instance with parsed data
+
+        Raises:
+            ValueError: If blob format is invalid
+        """
 
         def _parse_guid(data: bytes) -> UUID:
             # '<' = little-endian for first 3 fields, '>' = big-endian for last field
@@ -211,15 +284,6 @@ class Blob(BaseModel):
 
             return UUID(f"{data1:08x}-{data2:04x}-{data3:04x}-{data4[0]:02x}{data4[1]:02x}-{data4[2:].hex()}")
 
-        if isinstance(data_or_path, (str, Path)):
-            file_path = Path(data_or_path)
-            if not file_path.exists():
-                raise FileNotFoundError(f"Blob file not found: {file_path}")
-            with open(file_path, "rb") as f:
-                data = f.read()
-        else:
-            data = data_or_path
-
         try:
             dpapi_blob = DPAPI_BLOB(data)
         except Exception as e:
@@ -330,7 +394,31 @@ class BackupKeyRecoveryBlob(BaseModel):
         return "\n".join(lines)
 
     @classmethod
-    def parse(cls, data: bytes) -> BackupKeyRecoveryBlob:
+    def from_file(cls, file_path: str | Path) -> BackupKeyRecoveryBlob:
+        """Parse a BACKUPKEY_RECOVERY_BLOB from a file path.
+
+        Args:
+            file_path: Path to the BACKUPKEY_RECOVERY_BLOB file
+
+        Returns:
+            BackupKeyRecoveryBlob instance with parsed data
+
+        Raises:
+            ValueError: If format is invalid
+            FileNotFoundError: If file doesn't exist
+        """
+        file_path = Path(file_path)
+
+        if not file_path.exists():
+            raise FileNotFoundError(f"Blob file not found: {file_path}")
+
+        with open(file_path, "rb") as f:
+            data = f.read()
+
+        return cls.from_bytes(data)
+
+    @classmethod
+    def from_bytes(cls, data: bytes) -> BackupKeyRecoveryBlob:
         """Parse a BACKUPKEY_RECOVERY_BLOB from bytes.
 
         Args:
@@ -413,6 +501,7 @@ class MasterKeyFile(BaseModel):
     file_path: None
     masterkey_guid: UUID
     policy: MasterKeyPolicy
+    user_account_type: UserAccountType
 
     # Masterkey data (pbMK)
     master_key: bytes | None = None
@@ -459,7 +548,7 @@ class MasterKeyFile(BaseModel):
         return "\n".join(lines)
 
     @classmethod
-    def parse(
+    def from_file(
         cls, file_path: str | Path, user_account_type: UserAccountType = UserAccountType.UNKNOWN
     ) -> MasterKeyFile:
         """Parse a masterkey file from disk.
@@ -483,6 +572,22 @@ class MasterKeyFile(BaseModel):
         with open(file_path, "rb") as f:
             data = f.read()
 
+        return cls.from_bytes(data, user_account_type=user_account_type)
+
+    @classmethod
+    def from_bytes(cls, data: bytes, user_account_type: UserAccountType = UserAccountType.UNKNOWN) -> MasterKeyFile:
+        """Parse a masterkey from raw bytes.
+
+        Args:
+            data: Raw masterkey file bytes
+            user_account_type: Type of user account this masterkey belongs to (default: UNKNOWN)
+
+        Returns:
+            MasterKeyFile instance with parsed data
+
+        Raises:
+            ValueError: If file format is invalid
+        """
         if len(data) < 44:  # Minimum size for MASTERKEY_STORED_ON_DISK header
             raise ValueError("File too small to contain valid masterkey data")
 
@@ -551,7 +656,7 @@ class MasterKeyFile(BaseModel):
         backup_dc_key = None
         if cb_bbk > 0:
             backup_dc_key_bytes = data[offset : offset + cb_bbk]
-            backup_dc_key = BackupKeyRecoveryBlob.parse(backup_dc_key_bytes)
+            backup_dc_key = BackupKeyRecoveryBlob.from_bytes(backup_dc_key_bytes)
 
         return cls(
             version=version,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/keys.py b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
index a15b10d..a3e9773 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/keys.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/keys.py
@@ -86,7 +86,7 @@ class PvkFileHeader(BaseModel):
         if encrypt_data_size > 0:
             if len(data) < offset + encrypt_data_size:
                 raise ValueError(f"Data too short for encrypted data: need {offset + encrypt_data_size} bytes")
-            encrypted_data = data[offset:offset + encrypt_data_size]
+            encrypted_data = data[offset : offset + encrypt_data_size]
             offset += encrypt_data_size
         else:
             encrypted_data = b""
@@ -94,7 +94,7 @@ class PvkFileHeader(BaseModel):
         # Extract private key data
         if len(data) < offset + pvk_size:
             raise ValueError(f"Data too short for private key: need {offset + pvk_size} bytes")
-        private_key = data[offset:offset + pvk_size]
+        private_key = data[offset : offset + pvk_size]
 
         return cls(
             magic=magic,
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
index 5513cce..d3003c8 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_backupkey_decryption.py
@@ -27,7 +27,7 @@ class TestMasterkeyDecryptionBenchmarks:
 
         # Load masterkey file
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Verify setup works
         test_result = masterkey_file.decrypt(backup_key)
@@ -55,7 +55,7 @@ class TestMasterkeyDecryptionBenchmarks:
         )
 
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Warmup
         for _ in range(5):
@@ -84,7 +84,7 @@ class TestMasterkeyDecryptionBenchmarks:
         )
 
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         def batch_decrypt():
             results = []
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
index 13c56a7..d74d288 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
@@ -1,7 +1,7 @@
 """Benchmarks for DPAPI masterkey decryption using password credentials."""
 
 import pytest
-from nemesis_dpapi.core import MasterKey, MasterKeyFile
+from nemesis_dpapi.core import MasterKey, MasterKeyFile, UserAccountType
 from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
 
@@ -12,11 +12,12 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         """Benchmark decrypting a single masterkey using password."""
         # Load masterkey file that can be decrypted with password
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -43,11 +44,12 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         """Benchmark trying multiple hash types for password-based decryption."""
         # Load masterkey file
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -92,11 +94,12 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         """Benchmark password decryption for specific hash types."""
         # Load masterkey file
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -134,11 +137,12 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         """Benchmark multiple consecutive password-based masterkey decryptions."""
         # Load masterkey file
         masterkey_file_path = get_file_path("masterkey_domain.bin")
-        masterkey_file = MasterKeyFile.parse(masterkey_file_path)
+        masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index e2443a8..758e23e 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -45,7 +45,7 @@ class TestMasterKeyFile:
         """Test parsing a valid masterkey file from a domain user."""
         test_file = Path("tests/fixtures/masterkey_domain.bin")
 
-        masterkey = MasterKeyFile.parse(test_file)
+        masterkey = MasterKeyFile.from_file(test_file)
 
         # Verify basic structure
         assert isinstance(masterkey, MasterKeyFile)
@@ -79,7 +79,7 @@ class TestMasterKeyFile:
         """Test parsing a valid masterkey file from a local account."""
         test_file = Path("tests/fixtures/masterkey_local.bin")
 
-        masterkey = MasterKeyFile.parse(test_file)
+        masterkey = MasterKeyFile.from_file(test_file)
 
         # Verify basic structure
         assert isinstance(masterkey, MasterKeyFile)
@@ -101,7 +101,7 @@ class TestMasterKeyFile:
     def test_parse_nonexistent_file(self):
         """Test parsing a non-existent file raises FileNotFoundError."""
         with pytest.raises(FileNotFoundError):
-            MasterKeyFile.parse("nonexistent_file.bin")
+            MasterKeyFile.from_file("nonexistent_file.bin")
 
     def test_parse_empty_file(self, tmp_path):
         """Test parsing an empty file raises ValueError."""
@@ -109,7 +109,7 @@ class TestMasterKeyFile:
         empty_file.write_bytes(b"")
 
         with pytest.raises(ValueError, match="File too small"):
-            MasterKeyFile.parse(empty_file)
+            MasterKeyFile.from_file(empty_file)
 
     def test_parse_truncated_header(self, tmp_path):
         """Test parsing a file with truncated header raises ValueError."""
@@ -117,7 +117,7 @@ class TestMasterKeyFile:
         truncated_file.write_bytes(b"truncated_data_too_short")
 
         with pytest.raises(ValueError, match="File too small"):
-            MasterKeyFile.parse(truncated_file)
+            MasterKeyFile.from_file(truncated_file)
 
     def test_parse_invalid_size(self, tmp_path):
         """Test parsing a file with invalid key data size raises ValueError."""
@@ -145,7 +145,7 @@ class TestMasterKeyFile:
         invalid_file.write_bytes(header)
 
         with pytest.raises(ValueError, match="File size doesn't match expected key data size"):
-            MasterKeyFile.parse(invalid_file)
+            MasterKeyFile.from_file(invalid_file)
 
     def test_policy_flags(self):
         """Test MasterKeyPolicy flag combinations."""
@@ -192,7 +192,7 @@ class TestMasterKeyFile:
         master_key_data = b"1234567890"
         test_file.write_bytes(header + master_key_data)
 
-        masterkey = MasterKeyFile.parse(test_file)
+        masterkey = MasterKeyFile.from_file(test_file)
 
         # Should have master key but not others
         assert masterkey.master_key is not None
@@ -210,7 +210,7 @@ class TestBlob:
         blob_with_entropy_b64 = "AQAAANCMnd8BFdERjHoAwE/Cl+sBAAAAT2mT7W1a4ka4ISGfLA7NTQAAAAACAAAAAAAQZgAAAAEAACAAAACaiwIebFUs33w09ku7t4/Du5UqIHgZYWB5wlb0ZVbAUQAAAAAOgAAAAAIAACAAAADlEO+UC16KILnjeGsNQeNKSA3rkgH143oMqetquuJKrhAAAAAgdVgTUj+tOxXBNhzgaet9QAAAAPgAbyIprGNvJeerbviVODBFa9R0rpBTZ/cV0Ca9geQ8xTIoizQnEFZo8vg5wfK111UtBt+FJOmZL18JIy+r1io="
         blob_data = base64.b64decode(blob_with_entropy_b64)
 
-        blob = Blob.parse(blob_data)
+        blob = Blob.from_bytes(blob_data)
 
         # Verify basic structure
         assert isinstance(blob, Blob)
@@ -248,7 +248,7 @@ class TestMasterKey:
         )
         expected_masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
 
-        masterkey_file = MasterKeyFile.parse(Path("tests/fixtures/masterkey_domain.bin"))
+        masterkey_file = MasterKeyFile.from_file(Path("tests/fixtures/masterkey_domain.bin"))
 
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
@@ -272,7 +272,7 @@ class TestMasterKey:
     def test_masterkey_decrypt_with_system_credential(self, get_file_path):
         """Test MasterKey.decrypt using NTLM credential key with real masterkey data."""
 
-        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_system.bin"))
+        masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_system.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
             user_account_type=UserAccountType.UNKNOWN,
@@ -293,7 +293,7 @@ class TestMasterKey:
     def test_masterkey_decrypt_with_systemuser_credential(self, get_file_path):
         """Test MasterKey.decrypt using NTLM credential key with real masterkey data."""
 
-        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_systemuser.bin"))
+        masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_systemuser.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
             user_account_type=UserAccountType.UNKNOWN,
@@ -332,7 +332,7 @@ class TestBlobDecrypt:
 
     def test_decrypt_blob_with_unencrypted_masterkey(self, blob_without_entropy: bytes):
         """Test DPAPI blob decryption with unencrypted master key."""
-        blob = Blob.parse(blob_without_entropy)
+        blob = Blob.from_bytes(blob_without_entropy)
         # Create an unencrypted master key
         masterkey = MasterKey(guid=blob.masterkey_guid, user_account_type=UserAccountType.UNKNOWN)
 
@@ -341,7 +341,7 @@ class TestBlobDecrypt:
 
     def test_decrypt_blob_with_wrong_masterkey(self, blob_without_entropy: bytes):
         """Test DPAPI blob decryption with wrong masterkey."""
-        blob = Blob.parse(blob_without_entropy)
+        blob = Blob.from_bytes(blob_without_entropy)
         # Create a master key with wrong SHA1 hash
         wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
         masterkey = MasterKey(
@@ -355,7 +355,7 @@ class TestBlobDecrypt:
             blob.decrypt(masterkey)
 
     def test_decrypt_blob_with_entropy(self, blob_with_entropy: bytes):
-        blob = Blob.parse(blob_with_entropy)
+        blob = Blob.from_bytes(blob_with_entropy)
         assert blob.masterkey_guid == masterkey_uuid
 
         masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
@@ -374,7 +374,7 @@ class TestBlobDecrypt:
         assert decrypted_data.decode("utf-8") == "test"
 
     def test_decrypt_blob_without_entropy(self, blob_without_entropy: bytes):
-        blob = Blob.parse(blob_without_entropy)
+        blob = Blob.from_bytes(blob_without_entropy)
 
         assert blob.masterkey_guid == masterkey_uuid
 
@@ -396,7 +396,7 @@ class TestBlobDecrypt:
         """Test DPAPI blob decryption with app-bound encrypted key from fixture."""
         blob_b64 = read_file_text("blob_app_bound_enc_key.txt").strip()
         blob_data = base64.b64decode(blob_b64)[4:]
-        blob = Blob.parse(blob_data)
+        blob = Blob.from_bytes(blob_data)
 
         assert blob.description == "Google Chrome"
         assert str(blob.masterkey_guid).lower() == "f752e2e1-1726-454b-a632-0718d94ca677"
@@ -432,7 +432,7 @@ class TestBlobParse:
         """Test parsing DPAPI blob data against reference implementations."""
         from dpapick3 import blob as dpapick3_blob
 
-        blob = Blob.parse(blob_without_entropy)
+        blob = Blob.from_bytes(blob_without_entropy)
         blob_impacket = DPAPI_BLOB(blob_without_entropy)
         blob_dpapick = dpapick3_blob.DPAPIBlob(blob_without_entropy)
 
@@ -465,3 +465,96 @@ class TestBlobParse:
         # Data
         assert blob.encryption_salt == blob_impacket["Salt"] == blob_dpapick.salt
         assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
+
+
+class TestUserAccountType:
+    """Tests for UserAccountType.from_path() method."""
+
+    def test_from_path_none(self):
+        """Test from_path returns UNKNOWN for None path."""
+        assert UserAccountType.from_path(None) == UserAccountType.UNKNOWN
+
+    def test_from_path_empty_string(self):
+        """Test from_path returns UNKNOWN for empty string."""
+        assert UserAccountType.from_path("") == UserAccountType.UNKNOWN
+
+    def test_from_path_system_user(self):
+        """Test from_path correctly identifies SYSTEM_USER paths."""
+        test_paths = [
+            r"C:\Windows\System32\Microsoft\Protect\S-1-5-18\User\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\USER\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"/Windows/System32/Microsoft/Protect/S-1-5-18/User/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM_USER, f"Failed for path: {path}"
+
+    def test_from_path_system(self):
+        """Test from_path correctly identifies SYSTEM paths."""
+        test_paths = [
+            r"C:\Windows\System32\Microsoft\Protect\S-1-5-18\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"/Windows/System32/Microsoft/Protect/S-1-5-18/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM, f"Failed for path: {path}"
+
+    def test_from_path_system_service_profiles(self):
+        """Test from_path correctly identifies LocalService and NetworkService paths."""
+        test_paths = [
+            r"C:\Windows\ServiceProfiles\LocalService\AppData\Roaming\Microsoft\Protect\S-1-5-19\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\Windows\ServiceProfiles\NetworkService\AppData\Roaming\Microsoft\Protect\S-1-5-20\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\WINDOWS\SERVICEPROFILES\LOCALSERVICE\APPDATA\ROAMING\MICROSOFT\PROTECT\S-1-5-19\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"/Windows/ServiceProfiles/LocalService/AppData/Roaming/Microsoft/Protect/S-1-5-19/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM, f"Failed for path: {path}"
+
+    def test_from_path_user_with_sid(self):
+        """Test from_path correctly identifies USER paths with SID."""
+        test_paths = [
+            r"C:\Users\john.doe\AppData\Roaming\Microsoft\Protect\S-1-5-21-3821320868-1508310791-3575676346-1103\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\Users\Administrator\AppData\Roaming\Microsoft\Protect\S-1-5-21-1234567890-1234567890-1234567890-500\387a062d-f8b6-4661-b2c5-eecbb9f80afb",
+            r"C:\USERS\TESTUSER\APPDATA\ROAMING\MICROSOFT\PROTECT\S-1-5-21-111-222-333-1001\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.USER, f"Failed for path: {path}"
+
+    def test_from_path_user_with_protect_fallback(self):
+        """Test from_path correctly identifies USER paths using fallback pattern."""
+        test_paths = [
+            r"C:\Users\john.doe\AppData\Roaming\Microsoft\Protect\somefile",
+            r"C:\Users\Administrator\AppData\Roaming\Microsoft\Protect" + "\\somedir",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.USER, f"Failed for path: {path}"
+
+    def test_from_path_unknown_patterns(self):
+        """Test from_path returns UNKNOWN for unrecognized patterns."""
+        test_paths = [
+            r"C:\SomeOtherPath\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:\Program Files\MyApp\data",
+            r"/opt/data/masterkey.bin",
+            r"D:\Temp\test.bin",
+        ]
+        for path in test_paths:
+            assert UserAccountType.from_path(path) == UserAccountType.UNKNOWN, f"Failed for path: {path}"
+
+    def test_from_path_case_insensitive(self):
+        """Test from_path is case-insensitive."""
+        paths_and_expected = [
+            (r"c:\windows\system32\microsoft\protect\s-1-5-18\user\guid", UserAccountType.SYSTEM_USER),
+            (r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\GUID", UserAccountType.SYSTEM),
+            (r"C:\users\JohnDoe\appdata\roaming\microsoft\protect\s-1-5-21-111-222-333-1001\guid", UserAccountType.USER),
+        ]
+        for path, expected in paths_and_expected:
+            assert UserAccountType.from_path(path) == expected, f"Failed for path: {path}"
+
+    def test_from_path_mixed_slashes(self):
+        """Test from_path handles mixed forward and backward slashes."""
+        test_paths = [
+            r"C:\Windows/System32\Microsoft/Protect\S-1-5-18/User\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Users\john.doe/AppData\Roaming/Microsoft\Protect/S-1-5-21-111-222-333-1001\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+        ]
+        assert UserAccountType.from_path(test_paths[0]) == UserAccountType.SYSTEM_USER
+        assert UserAccountType.from_path(test_paths[1]) == UserAccountType.USER
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index 9379992..6ab6e18 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -554,7 +554,7 @@ class TestDomainBackupKey:
         )
 
         # Load the domain masterkey file
-        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
+        masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_domain.bin"))
 
         # Decrypt the masterkey
         decrypted_masterkey = masterkey_file.decrypt(backup_key)
@@ -579,8 +579,8 @@ class TestDomainBackupKey:
         """Test decrypting a domain masterkey file using backup key."""
         # Load the backup key from fixtures
         backupkey_file = get_file_path("old_format/dpapi_domain_backupkey.json")
-        masterkey_file = MasterKeyFile.parse(get_file_path("old_format/ab998260-e99d-4871-8f4b-d922b2848ce6"))
-        blob = Blob.parse(get_file_path("old_format/dpapi_blob.bin"))
+        masterkey_file = MasterKeyFile.from_file(get_file_path("old_format/ab998260-e99d-4871-8f4b-d922b2848ce6"))
+        blob = Blob.from_file(get_file_path("old_format/dpapi_blob.bin"))
 
         with open(backupkey_file) as f:
             backupkey_data = json.load(f)
@@ -637,7 +637,7 @@ class TestDomainBackupKey:
         backup_key = DomainBackupKey.model_construct(guid=uuid4(), key_data=b"fake_key_data")
 
         # Load the local masterkey file (no domain backup key)
-        masterkey_file = MasterKeyFile.parse("tests/fixtures/masterkey_local.bin")
+        masterkey_file = MasterKeyFile.from_file("tests/fixtures/masterkey_local.bin")
 
         # Should raise MasterKeyDecryptionError since no domain backup key in file
         with pytest.raises(ValueError, match="contains no domain backup key"):
@@ -676,7 +676,7 @@ class TestDomainBackupKey:
             domain_controller=backupkey_data["dc"],
         )
 
-        masterkey_file = MasterKeyFile.parse(get_file_path("masterkey_domain.bin"))
+        masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_domain.bin"))
 
         # Mock the cipher.decrypt to return unexpected length
         with patch("nemesis_dpapi.core.PKCS1_v1_5") as mock_pkcs:
diff --git a/projects/agents/.vscode/settings.json b/projects/agents/.vscode/settings.json
index 34bd581..0cdb088 100644
--- a/projects/agents/.vscode/settings.json
+++ b/projects/agents/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/projects/agents/poetry.lock b/projects/agents/poetry.lock
index 3192130..09e9592 100644
--- a/projects/agents/poetry.lock
+++ b/projects/agents/poetry.lock
@@ -699,11 +699,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "colorlog"
@@ -1514,6 +1515,18 @@ perf = ["ipython"]
 test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
 type = ["pytest-mypy"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "invoke"
 version = "2.2.0"
@@ -2253,12 +2266,28 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
 ]
 
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "prompt-toolkit"
 version = "3.0.51"
@@ -2806,7 +2835,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -2826,6 +2855,48 @@ files = [
     {file = "pyperclip-1.9.0.tar.gz", hash = "sha256:b7de0142ddc81bfc5c7507eea19da920b92252b548b96186caf94a5e2527d310"},
 ]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -3485,7 +3556,7 @@ version = "4.14.1"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.14.1-py3-none-any.whl", hash = "sha256:d1e1e3b58374dc93031d6eda2420a48ea44a36c2b4766a4fdeb3710755731d76"},
     {file = "typing_extensions-4.14.1.tar.gz", hash = "sha256:38b39f4aeeab64884ce9f74c94263ef78f3c22467c8724005483154c26648d36"},
@@ -3880,4 +3951,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.14"
-content-hash = "482e6b0e530d87d97a9ba97ee481914762059ad5441f5bf1969093ee137fc984"
+content-hash = "56f48cb44f444a6859238464efdaf6becbd8c2d8dd639ed04157b9bc8dcee8c3"
diff --git a/projects/agents/pyproject.toml b/projects/agents/pyproject.toml
index 4aaaefa..8d89783 100644
--- a/projects/agents/pyproject.toml
+++ b/projects/agents/pyproject.toml
@@ -34,6 +34,8 @@ pythonnet = "^3.0.4"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/projects/agents/tests/test_example.py b/projects/agents/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/projects/agents/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/projects/alerting/.vscode/settings.json b/projects/alerting/.vscode/settings.json
index 34bd581..0cdb088 100644
--- a/projects/alerting/.vscode/settings.json
+++ b/projects/alerting/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/projects/alerting/poetry.lock b/projects/alerting/poetry.lock
index 3ca20b3..a718e9b 100644
--- a/projects/alerting/poetry.lock
+++ b/projects/alerting/poetry.lock
@@ -495,12 +495,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -854,6 +854,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "markdown"
 version = "3.7"
@@ -1008,6 +1020,34 @@ rsa = ["cryptography (>=3.0.0)"]
 signals = ["blinker (>=1.4.0)"]
 signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"]
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.0"
@@ -1323,6 +1363,63 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1536,7 +1633,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -1758,4 +1855,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "18b566b231fd7a41553fef874bd297a022565ac6662e1e53d2d343829a34e074"
+content-hash = "fc4ba22f230570278b398434251f4b354b937f7b0d1153c1d8e462210ba090c5"
diff --git a/projects/alerting/pyproject.toml b/projects/alerting/pyproject.toml
index 8a0f071..b78c7f0 100644
--- a/projects/alerting/pyproject.toml
+++ b/projects/alerting/pyproject.toml
@@ -22,6 +22,8 @@ websockets = "^14.2"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/projects/alerting/tests/test_example.py b/projects/alerting/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/projects/alerting/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/projects/cli/.vscode/settings.json b/projects/cli/.vscode/settings.json
index 512def4..6f17128 100644
--- a/projects/cli/.vscode/settings.json
+++ b/projects/cli/.vscode/settings.json
@@ -6,16 +6,14 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
-        "editor.defaultFormatter": "charliermarsh.ruff",
+        "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "python.defaultInterpreterPath": "./.venv/bin/python",
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/projects/cli/poetry.lock b/projects/cli/poetry.lock
index 3dbfe5b..f1d7e13 100644
--- a/projects/cli/poetry.lock
+++ b/projects/cli/poetry.lock
@@ -547,12 +547,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "colorlog"
@@ -965,6 +965,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "minio"
 version = "7.2.15"
@@ -1116,6 +1128,34 @@ asyncio = "*"
 gql = {version = "*", extras = ["aiohttp", "websockets"]}
 pycryptodome = "*"
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "plyvel"
 version = "1.5.1"
@@ -1481,6 +1521,21 @@ gcp-secret-manager = ["google-cloud-secret-manager (>=2.23.1)"]
 toml = ["tomli (>=2.0.1)"]
 yaml = ["pyyaml (>=6.0.1)"]
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pyreadline3"
 version = "3.5.4"
@@ -1497,6 +1552,48 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1764,11 +1861,12 @@ version = "4.14.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.14.0-py3-none-any.whl", hash = "sha256:a1514509136dd0b477638fc68d6a91497af5076466ad0fa6c338e44e359944af"},
     {file = "typing_extensions-4.14.0.tar.gz", hash = "sha256:8676b788e32f02ab42d9e7c61324048ae4c6d844a399eebace3d4979d75ceef4"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "typing-inspection"
@@ -2048,4 +2146,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "91762f58d9fb199c273ee429323d873b1b8fe000134d4c80f799c37f3de8af3f"
+content-hash = "3d8c55c32d6142ca9380263db55c7e31506f53e9edcd8292ba447614fa2b2308"
diff --git a/projects/cli/pyproject.toml b/projects/cli/pyproject.toml
index 46e0ace..26abf58 100644
--- a/projects/cli/pyproject.toml
+++ b/projects/cli/pyproject.toml
@@ -29,6 +29,8 @@ watchdog = "^6.0.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core>=2.0.0,<3.0.0"]
diff --git a/projects/cli/tests/test_example.py b/projects/cli/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/projects/cli/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index 50f7903..e273b0e 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -463,12 +463,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -870,6 +870,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "jpype1"
 version = "1.5.2"
@@ -1079,12 +1091,28 @@ version = "24.2"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-24.2-py3-none-any.whl", hash = "sha256:09abb1bccd265c01f4a3aa3f7a7db064b36514d2cba19a2f694fe6150451a759"},
     {file = "packaging-24.2.tar.gz", hash = "sha256:c228a6dc5e932d346bc5739379109d49e8853dd8223571c7c5b55260edc0b97f"},
 ]
 
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.0"
@@ -1440,6 +1468,21 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
 [[package]]
 name = "pypdf2"
 version = "3.0.1"
@@ -1459,6 +1502,48 @@ docs = ["myst_parser", "sphinx", "sphinx_rtd_theme"]
 full = ["Pillow", "PyCryptodome"]
 image = ["Pillow"]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1590,7 +1675,7 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
@@ -1746,4 +1831,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "297a8fe5f0323fe8682bb5608896f3f95cf11f6a4f695bfff837d1e76c7e67cb"
+content-hash = "d3bce4c6501c618fc303ca13e3ba223d3b03a9291774f5254657dbf98b8944f5"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index 39d10b3..8a60777 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -25,6 +25,8 @@ msoffcrypto-tool = "^5.4.2"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/projects/document_conversion/tests/test_example.py b/projects/document_conversion/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/projects/document_conversion/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/projects/file_enrichment/.vscode/settings.json b/projects/file_enrichment/.vscode/settings.json
index 9eb29d1..372f1cf 100644
--- a/projects/file_enrichment/.vscode/settings.json
+++ b/projects/file_enrichment/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/projects/file_enrichment/Dockerfile b/projects/file_enrichment/Dockerfile
index ad260d5..1c384f8 100644
--- a/projects/file_enrichment/Dockerfile
+++ b/projects/file_enrichment/Dockerfile
@@ -63,6 +63,7 @@ RUN mkdir -p /yara_rules/
 ENV PYTHONUNBUFFERED=1
 # No .pyc/pycache files
 ENV PYTHONDONTWRITEBYTECODE=1
+ENV PYTHONASYNCIODEBUG=1
 
 ENV LOG_LEVEL=DEBUG
 
diff --git a/projects/file_enrichment/tests/test_example.py b/projects/file_enrichment/tests/test_example.py
new file mode 100644
index 0000000..a9f6002
--- /dev/null
+++ b/projects/file_enrichment/tests/test_example.py
@@ -0,0 +1,4 @@
+
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/projects/housekeeping/poetry.lock b/projects/housekeeping/poetry.lock
index b4ad069..889a456 100644
--- a/projects/housekeeping/poetry.lock
+++ b/projects/housekeeping/poetry.lock
@@ -389,12 +389,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -707,6 +707,18 @@ files = [
 [package.extras]
 all = ["flake8 (>=7.1.1)", "mypy (>=1.11.2)", "pytest (>=8.3.2)", "ruff (>=0.6.2)"]
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "minio"
 version = "7.2.15"
@@ -828,6 +840,34 @@ files = [
     {file = "multidict-6.1.0.tar.gz", hash = "sha256:22ae2ebf9b0c69d206c003e2f6a914ea33f0a932d4aa16f236afc049d9958f4a"},
 ]
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.0"
@@ -1167,6 +1207,63 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pygments"
+version = "2.19.2"
+description = "Pygments is a syntax highlighting package written in Python."
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
+    {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
+]
+
+[package.extras]
+windows-terminal = ["colorama (>=0.4.6)"]
+
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -1276,11 +1373,12 @@ version = "4.12.2"
 description = "Backported and Experimental Type Hints for Python 3.8+"
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.12.2-py3-none-any.whl", hash = "sha256:04e5ca0351e0f3f85c6853954072df659d0d13fac324d0072316b67d7794700d"},
     {file = "typing_extensions-4.12.2.tar.gz", hash = "sha256:1a7ead55c7e559dd4dee8856e3a88b41225abfe1ce8df57b7c13915fe121ffb8"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "tzdata"
@@ -1450,4 +1548,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "7b2fef5f4055c6997619467d12628dab1b2185888a6f866f201543c5387b391b"
+content-hash = "1b8287222556dad9f010f18949ca8ca89df518e78d32ca21023a36acb6d4bd5d"
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index b9f4613..6d88b1d 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -19,6 +19,8 @@ common = { path = "../../libs/common", develop = true }
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
 
 [build-system]
 requires = ["poetry-core"]
diff --git a/projects/housekeeping/tests/test_example.py b/projects/housekeeping/tests/test_example.py
new file mode 100644
index 0000000..068a947
--- /dev/null
+++ b/projects/housekeeping/tests/test_example.py
@@ -0,0 +1,4 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
+
diff --git a/projects/web_api/.vscode/settings.json b/projects/web_api/.vscode/settings.json
index 34bd581..0cdb088 100644
--- a/projects/web_api/.vscode/settings.json
+++ b/projects/web_api/.vscode/settings.json
@@ -6,15 +6,13 @@
         "editor.formatOnSave": false
     },
     "[python]": {
-        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
-            "source.fixAll": "explicit",
-            "source.organizeImports": "explicit"
+            "source.fixAll.ruff": "explicit",
+            "source.organizeImports.ruff": "explicit"
         },
         "editor.defaultFormatter": "charliermarsh.ruff"
     },
     "autoDocstring.docstringFormat": "google",
-    "editor.formatOnSave": true,
     "files.exclude": {
         "**/.DS_Store": true,
         "**/.git": true,
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index ee0ecb2..74baa3d 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -540,12 +540,12 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["main"]
-markers = "platform_system == \"Windows\" or sys_platform == \"win32\""
+groups = ["main", "dev"]
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -1199,6 +1199,18 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 setuptools = "*"
 six = "*"
 
+[[package]]
+name = "iniconfig"
+version = "2.1.0"
+description = "brain-dead simple config-ini parsing"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
+    {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
+]
+
 [[package]]
 name = "itsdangerous"
 version = "2.2.0"
@@ -1621,6 +1633,34 @@ files = [
     {file = "orjson-3.11.3.tar.gz", hash = "sha256:1c0603b1d2ffcd43a411d64797a19556ef76958aef1c182f22dc30860152a98a"},
 ]
 
+[[package]]
+name = "packaging"
+version = "25.0"
+description = "Core utilities for Python packages"
+optional = false
+python-versions = ">=3.8"
+groups = ["dev"]
+files = [
+    {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
+    {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
+]
+
+[[package]]
+name = "pluggy"
+version = "1.6.0"
+description = "plugin and hook calling mechanisms for python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
+    {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
+]
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["coverage", "pytest", "pytest-benchmark"]
+
 [[package]]
 name = "propcache"
 version = "0.3.2"
@@ -2119,7 +2159,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -2163,6 +2203,48 @@ files = [
 [package.extras]
 dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
+[[package]]
+name = "pytest"
+version = "8.4.2"
+description = "pytest: simple powerful testing with Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
+    {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.4", markers = "sys_platform == \"win32\""}
+iniconfig = ">=1"
+packaging = ">=20"
+pluggy = ">=1.5,<2"
+pygments = ">=2.7.2"
+
+[package.extras]
+dev = ["argcomplete", "attrs (>=19.2)", "hypothesis (>=3.56)", "mock", "requests", "setuptools", "xmlschema"]
+
+[[package]]
+name = "pytest-asyncio"
+version = "1.2.0"
+description = "Pytest support for asyncio"
+optional = false
+python-versions = ">=3.9"
+groups = ["dev"]
+files = [
+    {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
+    {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
+]
+
+[package.dependencies]
+pytest = ">=8.2,<9"
+typing-extensions = {version = ">=4.12", markers = "python_version < \"3.13\""}
+
+[package.extras]
+docs = ["sphinx (>=5.3)", "sphinx-rtd-theme (>=1)"]
+testing = ["coverage (>=6.2)", "hypothesis (>=5.7.1)"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.9.0.post0"
@@ -2698,11 +2780,12 @@ version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
-groups = ["main"]
+groups = ["main", "dev"]
 files = [
     {file = "typing_extensions-4.15.0-py3-none-any.whl", hash = "sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548"},
     {file = "typing_extensions-4.15.0.tar.gz", hash = "sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466"},
 ]
+markers = {dev = "python_version < \"3.13\""}
 
 [[package]]
 name = "typing-inspection"
@@ -3315,4 +3398,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "fc50c4dfce54e9608da6f8a514768945e269449a9550b8e03af89921e285fdc1"
+content-hash = "7ea6b7ffde88759c7e736ab38507bc5131f73197fe0db05574d020e389686854"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index c042809..f106ca6 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -25,6 +25,10 @@ pytsk3 = "^20250312"
 watchdog = "^6.0.0"
 pyyaml = "^6.0.2"
 
+[tool.poetry.group.dev.dependencies]
+pytest = "^8.4.2"
+pytest-asyncio = "^1.2.0"
+
 [build-system]
 requires = ["poetry-core"]
 build-backend = "poetry.core.masonry.api"
diff --git a/projects/web_api/tests/test_example.py b/projects/web_api/tests/test_example.py
new file mode 100644
index 0000000..b497045
--- /dev/null
+++ b/projects/web_api/tests/test_example.py
@@ -0,0 +1,3 @@
+def test_example():
+    """Simple example test to verify pytest is working."""
+    assert True
diff --git a/tools/install_dev_env.sh b/tools/install_dev_env.sh
new file mode 100755
index 0000000..2084837
--- /dev/null
+++ b/tools/install_dev_env.sh
@@ -0,0 +1,47 @@
+#!/usr/bin/env bash
+set -e
+
+# Get the absolute path to the project root (one level up from the tools folder)
+SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
+BASE_DIR="$(dirname "$SCRIPT_DIR")"
+
+# Directories to check
+TARGET_DIRS=("$BASE_DIR/libs" "$BASE_DIR/projects")
+
+echo "🚀 Starting Poetry installation scan..."
+echo "Project root: $BASE_DIR"
+
+for dir in "${TARGET_DIRS[@]}"; do
+    if [ -d "$dir" ]; then
+        echo ""
+        echo "🔍 Scanning: $dir"
+        # Find directories that contain a pyproject.toml file
+        find "$dir" -type f -name "pyproject.toml" | while read -r file; do
+            proj_dir=$(dirname "$file")
+            echo ""
+            echo ">>> Installing dependencies for: $proj_dir"
+            (
+                cd "$proj_dir"
+                poetry install
+            )
+        done
+    else
+        echo "⚠️  Directory not found: $dir"
+    fi
+done
+
+echo ""
+echo "✅ All Poetry projects processed successfully!"
+echo ""
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo "🧩 VS Code environment cache cleanup recommended:"
+echo ""
+echo "1️⃣  In VS Code, open the Command Palette (Ctrl+Shift+P / Cmd+Shift+P)"
+echo "2️⃣  Run:  Python: Clear Cache and Reload Window"
+echo ""
+echo "If VS Code still behaves oddly, you can also run:"
+echo "   rm -rf ~/.config/Code/User/workspaceStorage/*/workspace.json"
+echo ""
+echo "This clears stale Python environment cache across workspaces."
+echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
+echo ""

From 95934ad7cbf4ac74cbf8283c8376d94ee4ceab8f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 15:08:22 -0700
Subject: [PATCH 131/279] add agents to workspace, fixup type change in
 auto-decrypt

---
 .vscode/nemesis.code-workspace                   |  4 ----
 libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py | 10 +++++++++-
 2 files changed, 9 insertions(+), 5 deletions(-)

diff --git a/.vscode/nemesis.code-workspace b/.vscode/nemesis.code-workspace
index 144fc03..2d47bb3 100644
--- a/.vscode/nemesis.code-workspace
+++ b/.vscode/nemesis.code-workspace
@@ -72,10 +72,6 @@
             "path": "../projects/noseyparker_scanner",
             "name": "projects → noseyparker_scanner"
         },
-        {
-            "path": "../projects/triage",
-            "name": "projects → triage"
-        },
         {
             "path": "../projects/web_api",
             "name": "projects → web_api"
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index ec22e03..e474b59 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -246,6 +246,13 @@ class AutoDecryptionObserver(DpapiObserver):
         # Try to decrypt the masterkey with each backup key
         for backup_key in backup_keys:
             try:
+                # Parse the encrypted backup key bytes into a BackupKeyRecoveryBlob
+                try:
+                    backup_key_blob = BackupKeyRecoveryBlob.from_bytes(masterkey.encrypted_key_backup)
+                except Exception:
+                    # Skip if we can't parse the backup key blob
+                    continue
+
                 masterkey_file = MasterKeyFile(
                     version=0,
                     modified=False,
@@ -253,7 +260,8 @@ class AutoDecryptionObserver(DpapiObserver):
                     masterkey_guid=masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
                     user_account_type=masterkey.user_account_type,
-                    domain_backup_key=masterkey.encrypted_key_backup,
+                    domain_backup_key=backup_key_blob,
+                    raw_bytes=b"",  # Not needed for decryption
                 )
 
                 result = masterkey_file.decrypt(backup_key)

From 1e87757c468156876e4110f071cad9d051605593 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 15:11:21 -0700
Subject: [PATCH 132/279] update class comment

---
 libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py | 13 +++++++------
 1 file changed, 7 insertions(+), 6 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index e474b59..e42a9bf 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -28,12 +28,13 @@ logger = getLogger(__name__)
 
 
 class AutoDecryptionObserver(DpapiObserver):
-    """Automatically decrypts encrypted masterkeys with domain backup keys.
+    """Automatically decrypts encrypted masterkeys with available decryption keys.
 
-    This class monitors DPAPI events related to new domain backup keys and encrypted masterkeys.
-    When new domain backup keys are added, it attempts to decrypt any encrypted masterkeys
-    using the new backup key. When new encrypted masterkeys are added, it attempts to decrypt
-    them using existing backup keys.
+    This class monitors DPAPI events and attempts automatic decryption of masterkeys:
+    - When new domain backup keys are added, attempts to decrypt existing encrypted masterkeys
+    - When new DPAPI_SYSTEM credentials are added, attempts to decrypt existing encrypted masterkeys
+    - When new encrypted masterkeys are added, attempts to decrypt them using all available
+      domain backup keys and DPAPI_SYSTEM credentials
     """
 
     def __init__(self, dpapi_manager: "DpapiManager"):
@@ -237,7 +238,7 @@ class AutoDecryptionObserver(DpapiObserver):
         """Attempt to decrypt a masterkey using all available backup keys."""
         start_time = time.perf_counter()
         if masterkey.encrypted_key_backup is None:
-            return  # Cannot decrypt if there's backup key data
+            return  # Cannot decrypt if there's no backup key data
 
         backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
         if not backup_keys:

From 2361714790daab13c809f19833dca4551fbf8f2c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 15:20:10 -0700
Subject: [PATCH 133/279] do not decrypt user MKs with DPAPI system creds

---
 libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index e42a9bf..17d22fd 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -289,6 +289,10 @@ class AutoDecryptionObserver(DpapiObserver):
 
     async def _decrypt_with_system_credentials(self, masterkey: MasterKey) -> None:
         """Attempt to decrypt a masterkey using all available DPAPI_SYSTEM credentials."""
+
+        if masterkey.user_account_type == UserAccountType.USER:
+            return  # Skip user masterkeys
+
         start_time = time.perf_counter()
         if masterkey.encrypted_key_usercred is None:
             return  # Cannot decrypt if there's no user credential data

From 155e88d36447e4dd8bb9c89736f81b3d4f0504d2 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 15:27:42 -0700
Subject: [PATCH 134/279] fix backup key DC not being saved

---
 projects/file_enrichment/file_enrichment/routes/dpapi.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 3c41435..3e76b96 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -209,15 +209,16 @@ async def submit_dpapi_credential(
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
-async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, request: DomainBackupKeyCredential) -> dict:
+async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, backup_key: DomainBackupKeyCredential) -> dict:
     """Handle domain backup key credential submission."""
 
     # Decode URL encoded value for string-based credentials
-    credential_value = urllib.parse.unquote(request.value)
+    credential_value = urllib.parse.unquote(backup_key.value)
     pvk_data = base64.b64decode(credential_value, validate=True)
     backup_key = DomainBackupKey(
-        guid=UUID(request.guid),  # Use the provided GUID
+        guid=UUID(backup_key.guid),  # Use the provided GUID
         key_data=pvk_data,
+        domain_controller=backup_key.domain_controller,
     )
     await dpapi_manager.upsert_domain_backup_key(backup_key)
     return {"status": "success", "type": "domain_backup_key"}

From 25b69b6a7a0284d1c35e23e8fe3f63dec9803692 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 16:00:16 -0700
Subject: [PATCH 135/279] DC not added to DB, fix DPAPI examples

---
 libs/chromium/chromium/local_state.py         |  2 +-
 libs/nemesis_dpapi/examples/example.py        | 24 ++++++++++++-------
 .../examples/masterkey_auto_decrypt.py        |  6 +++--
 .../nemesis_dpapi/auto_decrypt.py             | 11 ++++++++-
 .../nemesis_dpapi/storage_postgres.py         |  8 ++++---
 5 files changed, 35 insertions(+), 16 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 00b08e1..e9740ca 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -195,7 +195,7 @@ async def _insert_state_keys(
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
             logger.debug(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
-            drive, parts = ntpath.splitdrive(file_enriched.path)
+        drive, parts = ntpath.splitdrive(file_enriched.path)
             masterkey_path = (
                 f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
             )
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 3ea0da7..4221b8f 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -47,14 +47,16 @@ class MyDpapiEventMonitor(DpapiObserver):
     async def update(self, event: DpapiEvent) -> None:
         """Handler for different types of DPAPI events."""
 
+        name = type(self).__name__
+
         if isinstance(event, NewEncryptedMasterKeyEvent):
-            print(f"New encrypted masterkey added: {event.masterkey_guid}")
+            print(f"{name}: New encrypted masterkey added: {event.masterkey_guid}")
         elif isinstance(event, NewDomainBackupKeyEvent):
-            print(f"New domain backup key added: {event.backup_key_guid}")
+            print(f"{name}: New domain backup key added: {event.backup_key_guid}")
         elif isinstance(event, NewPlaintextMasterKeyEvent):
-            print(f"New plaintext masterkey added: {event.masterkey_guid}")
+            print(f"{name}: New plaintext masterkey added: {event.masterkey_guid}")
         else:
-            print(f"Event received: {type(event).__name__}")
+            print(f"{name}: Event received: {type(event).__name__}")
 
 
 async def main() -> None:
@@ -89,12 +91,14 @@ async def main() -> None:
                 guid=masterkey_file.masterkey_guid,
                 encrypted_key_usercred=masterkey_file.master_key,
                 encrypted_key_backup=masterkey_file.domain_backup_key.raw_bytes,
+                user_account_type=masterkey_file.user_account_type,
             )
         )
 
-        print("Added 1 masterkey")
+        print("[*] Added 1 masterkey:")
+        print(f"- MasterKey GUID  : {masterkey_file.masterkey_guid}")
+        print(f"- Backup Key GUID : {masterkey_file.domain_backup_key.guid_key}")
 
-        # Add real backup key
         real_backup_key = DomainBackupKey(
             guid=UUID(backup_key_data["backup_key_guid"]),
             key_data=base64.b64decode(backup_key_data["key"]),
@@ -102,6 +106,8 @@ async def main() -> None:
         )
         await manager.upsert_domain_backup_key(real_backup_key)
 
+        print("[*] Added domain backup key: {real_backup_key.guid}")
+
         # Give auto-decryption time to work
         await asyncio.sleep(1)
 
@@ -109,7 +115,7 @@ async def main() -> None:
         all_keys_final = await manager.get_all_masterkeys()
         decrypted_keys_final = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(
-            f"After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
+            f"[*] After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
         )
 
         # Print the decrypted masterkeys  in the form of {GUID}:SHA1
@@ -125,11 +131,11 @@ async def main() -> None:
 
         # Parse blob to get its structure and masterkey GUID
         blob = Blob.from_bytes(blob_data)
-        print(f"Blob masterkey GUID: {blob.masterkey_guid}")
+        print(f"[*] Blob masterkey GUID: {blob.masterkey_guid}")
 
         # Decrypt the blob using the DPAPI manager
         decrypted_blob_data = await manager.decrypt_blob(blob)
-        print(f"Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
+        print(f"[*] Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
 
 
 if __name__ == "__main__":
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 1625566..869702a 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -28,7 +28,6 @@ from pathlib import Path
 from uuid import UUID
 
 from Crypto.PublicKey import RSA
-
 from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
 
 
@@ -52,7 +51,6 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
     # The PRIVATE_KEY_BLOB format is:
     # PUBLICKEYSTRUC (8 bytes) + RSAPUBKEY (variable)
     # For simplicity, we'll use the impacket structure from a generated key
-    from impacket.dpapi import PRIVATE_KEY_BLOB
 
     # Create a PRIVATE_KEY_BLOB from our RSA key
     # Structure: magic (4) + bitlen (4) + pubexp (4) + modulus + prime1 + prime2 + exp1 + exp2 + coef + privexp
@@ -120,6 +118,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
             await dpapi.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
+                    user_account_type=mk_domain.user_account_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes if mk_domain.domain_backup_key else None,
                 )
@@ -182,6 +181,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
+                    user_account_type=mk_domain.user_account_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
@@ -192,6 +192,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_local.masterkey_guid,
+                    user_account_type=mk_local.user_account_type,
                     encrypted_key_usercred=mk_local.master_key,
                     encrypted_key_backup=mk_local.backup_key,
                 )
@@ -224,6 +225,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
             await dpapi_no_auto.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
+                    user_account_type=mk_domain.user_account_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 17d22fd..6495249 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -172,7 +172,10 @@ class AutoDecryptionObserver(DpapiObserver):
             if encrypted_masterkeys is None:
                 # TODO: Filter out SYSTEM masterkeys
                 encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
-                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY
+                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.USER
+                )
+                encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
+                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.UNKNOWN
                 )
 
             if len(encrypted_masterkeys) == 0:
@@ -191,6 +194,9 @@ class AutoDecryptionObserver(DpapiObserver):
                 if enc_masterkey.encrypted_key_backup is None:
                     continue
 
+                if enc_masterkey.user_account_type not in (UserAccountType.USER, UserAccountType.UNKNOWN):
+                    continue
+
                 # Parse the encrypted backup key bytes into a BackupKeyRecoveryBlob
                 try:
                     backup_key_blob = BackupKeyRecoveryBlob.from_bytes(enc_masterkey.encrypted_key_backup)
@@ -198,6 +204,9 @@ class AutoDecryptionObserver(DpapiObserver):
                     # Skip if we can't parse the backup key blob
                     continue
 
+                if backup_key_blob.guid_key != new_backup_key.guid:
+                    continue  # This backup key does not match the masterkey's backup key GUID
+
                 masterkey_file = MasterKeyFile(
                     version=0,
                     modified=False,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 39312c7..e2e9429 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -145,13 +145,15 @@ class PostgresDomainBackupKeyRepository:
         async with self.pool.acquire() as conn:
             await conn.execute(
                 f"""
-                INSERT INTO {BACKUPKEYS_TABLE} (guid, key_data)
-                VALUES ($1, $2)
+                INSERT INTO {BACKUPKEYS_TABLE} (guid, key_data, domain_controller)
+                VALUES ($1, $2, $3)
                 ON CONFLICT (guid) DO UPDATE SET
-                    key_data = EXCLUDED.key_data
+                    key_data = EXCLUDED.key_data,
+                    domain_controller = EXCLUDED.domain_controller
                 """,
                 str(key.guid),
                 key.key_data,
+                key.domain_controller,
             )
 
     async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:

From 152b094cbd505405b0abb8b225d4a2bc86a286c3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 16:01:21 -0700
Subject: [PATCH 136/279] indent

---
 libs/chromium/chromium/local_state.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index e9740ca..00b08e1 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -195,7 +195,7 @@ async def _insert_state_keys(
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
             logger.debug(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
-        drive, parts = ntpath.splitdrive(file_enriched.path)
+            drive, parts = ntpath.splitdrive(file_enriched.path)
             masterkey_path = (
                 f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
             )

From 03bca120c9a3b0fdb8edf53754268fe61500ba9e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 17:03:50 -0700
Subject: [PATCH 137/279] switch warning to debug log

---
 .../file_enrichment_modules/registry_hive/analyzer.py           | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index fcf1027..36f4110 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -289,7 +289,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         if not system_file:
             # Cannot parse SECURITY without SYSTEM - pypykatz requires SYSTEM hive
-            logger.warning("Cannot process SECURITY hive without SYSTEM hive - pypykatz requires both")
+            logger.debug("Cannot process SECURITY hive without SYSTEM hive - pypykatz requires both")
             return results
 
         # Create persistent copies of both files that pypykatz can access

From 0b6282a277b8375ba8f2d99a22949cc733e3c7a5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 17:25:10 -0700
Subject: [PATCH 138/279] update log message

---
 CHANGELOG.md                                       |  1 +
 .../dpapi_blob/dpapi_helpers.py                    | 14 +++++++-------
 2 files changed, 8 insertions(+), 7 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 027ebf0..50ebc6b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -18,6 +18,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
 - Text translation agent
 - Ability to delete file linkings from the FileViewer
+- Dapr pubsub integration for DPAPI-related revents
 
 ### Changed
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index 953dad9..f80ba40 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -56,13 +56,13 @@ async def carve_dpapi_blobs_from_bytes(
             blob = await parse_dpapi_blob(raw_bytes[current_pos:])
             if not blob.success:
                 if file_name != "" and object_id != "":
-                    await logger.awarning(
+                    logger.warning(
                         "carve_dpapi_blobs_from_bytes: blob.rawData is None",
                         file_name=file_name,
                         object_id=object_id,
                     )
                 else:
-                    await logger.awarning("carve_dpapi_blobs_from_bytes: blob.rawData is None")
+                    logger.warning("carve_dpapi_blobs_from_bytes: blob.rawData is None")
                 current_pos += 1
             elif blob.dpapi_data_b64:
                 current_pos += len(base64.b64decode(blob.dpapi_data_b64))
@@ -71,9 +71,9 @@ async def carve_dpapi_blobs_from_bytes(
                     dpapi_blobs.append(blob)
         except Exception as e:
             if file_name != "":
-                await logger.awarning(f"exception parsing file {file_name} for dpapi blobs: {e}")
+                logger.warning(f"exception parsing file {file_name} for dpapi blobs: {e}")
             else:
-                await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
+                logger.warning(f"exception parsing bytes for dpapi blobs: {e}")
             return dpapi_blobs
         loc = raw_bytes.find(dpapi_signature, current_pos)
 
@@ -93,7 +93,7 @@ async def carve_dpapi_blobs_from_bytes(
                     blob = await parse_dpapi_blob(dpapi_blob_raw)
                     current_pos += end_loc - loc
                     if not blob.success:
-                        await logger.awarning(
+                        logger.warning(
                             "carve_dpapi_blobs: blob.rawData is None",
                             file_name=file_name,
                             object_id=object_id,
@@ -104,9 +104,9 @@ async def carve_dpapi_blobs_from_bytes(
                             dpapi_blobs.append(blob)
                 except Exception as e:
                     if file_name != "":
-                        await logger.awarning(f"exception parsing file {file_name} for b64dpapi blobs: {e}")
+                        logger.warning(f"exception parsing file {file_name} for b64dpapi blobs: {e}")
                     else:
-                        await logger.awarning(f"exception parsing bytes for dpapi blobs: {e}")
+                        logger.warning(f"exception parsing bytes for b64dpapi blobs: {e}")
                     return dpapi_blobs
             loc = raw_bytes.find(dpapi_b64_signature, current_pos)
 

From 6099a6515ba1a360f4d04a043686713f740c809f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 17:31:50 -0700
Subject: [PATCH 139/279] update dapr to 1.16.1

---
 compose.yaml                                | 22 ++++++++++-----------
 libs/chromium/poetry.lock                   | 10 +++++-----
 libs/chromium/pyproject.toml                |  2 +-
 libs/common/poetry.lock                     |  8 ++++----
 libs/common/pyproject.toml                  |  2 +-
 libs/file_enrichment_modules/poetry.lock    |  8 ++++----
 libs/file_enrichment_modules/pyproject.toml |  1 +
 libs/file_linking/poetry.lock               |  8 ++++----
 libs/file_linking/pyproject.toml            |  2 +-
 libs/nemesis_dpapi/poetry.lock              |  2 +-
 libs/nemesis_dpapi/pyproject.toml           |  2 +-
 projects/agents/poetry.lock                 | 10 +++++-----
 projects/agents/pyproject.toml              |  2 +-
 projects/alerting/poetry.lock               | 10 +++++-----
 projects/alerting/pyproject.toml            |  2 +-
 projects/cli/poetry.lock                    |  8 ++++----
 projects/cli/pyproject.toml                 |  1 +
 projects/document_conversion/poetry.lock    | 10 +++++-----
 projects/document_conversion/pyproject.toml |  2 +-
 projects/file_enrichment/poetry.lock        | 20 +++++++------------
 projects/file_enrichment/pyproject.toml     |  1 +
 projects/housekeeping/poetry.lock           | 10 +++++-----
 projects/housekeeping/pyproject.toml        |  2 +-
 projects/web_api/poetry.lock                | 10 +++++-----
 projects/web_api/pyproject.toml             |  2 +-
 25 files changed, 77 insertions(+), 80 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index e36af1f..26c83e5 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -50,7 +50,7 @@ services:
       - "traefik.http.routers.web-api.tls=true"
       - "traefik.http.routers.web-api.middlewares=auth"
   web-api-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -115,7 +115,7 @@ services:
     volumes:
       - ./projects/noseyparker_scanner/custom_rules/:/opt/noseyparker:ro
   noseyparker-scanner-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -174,7 +174,7 @@ services:
     expose:
       - "5000"
   dotnet-service-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -245,7 +245,7 @@ services:
       placement: { condition: service_started }
       rabbitmq: { condition: service_healthy }
   file-enrichment-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -355,7 +355,7 @@ services:
       retries: 5
       start_period: 20s
   alerting-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -425,7 +425,7 @@ services:
       hasura: { condition: service_healthy }
     healthcheck: *healthcheck-python-svc
   agents-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -483,7 +483,7 @@ services:
       rabbitmq: { condition: service_healthy }
     healthcheck: *healthcheck-python-svc
   housekeeping-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -551,7 +551,7 @@ services:
       placement: { condition: service_started }
       rabbitmq: { condition: service_healthy }
   document-conversion-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -611,7 +611,7 @@ services:
       timeout: 10s
       retries: 3
   gotenberg-dapr:
-    image: "daprio/daprd:1.15.8"
+    image: "daprio/daprd:1.16.1"
     command:
       [
         "./daprd",
@@ -791,11 +791,11 @@ services:
       - ./infra/traefik/config:/config:ro
 
   placement:
-    image: "daprio/dapr:1.15.8"
+    image: "daprio/dapr:1.16.1"
     command: ["./placement", "-port", "50006"]
 
   scheduler:
-    image: "daprio/dapr:1.15.8"
+    image: "daprio/dapr:1.16.1"
     command:
       [
         "./scheduler",
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index 78e8c8c..c087bd5 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -499,14 +499,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -578,7 +578,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "^1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -2069,4 +2069,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "7866890cf3963c7ebd8d50ed99deb3b8b30b87fd0802dc83a9b41357eb9b10ba"
+content-hash = "8114082b03e407f03f5b378ecc18125521fb517350fe478d814f2229e334f1c3"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index 848c855..6bc3b73 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 impacket = ">=0.12.0,<0.13.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
-dapr = "1.15.0"
+dapr = "1.16.0"
 structlog = ">=20.0.0,<30.0.0"
 nemesis-dpapi = { path = "../nemesis_dpapi", develop = true }
 file-linking = { path = "../file_linking", develop = true }
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index dd48a49..c3a07db 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -355,14 +355,14 @@ files = [
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1363,4 +1363,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "55d7bc7e9b7aba72dd9eab17cb273f2605d11ed63f6ca595b05ba50a4e07874d"
+content-hash = "f3ede34ed9c48ade63983acaab41802174c15e49bf3cfb8a3a38e756fb598973"
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index 34ac487..c0fdefe 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 pydantic = "^2.10.5"
 structlog = "^25.1.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 minio = "^7.2.14"
 fastapi = "^0.115.6"
 
diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index 39fe929..b5df179 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -618,14 +618,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -2258,4 +2258,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "9ecd164719b6de18a5231a45f5854969a7e04a5467466c1ff831ea1385b54391"
+content-hash = "94c7d39b15bc7a21312f5f4112760ad04b26483a1e17c59a1e107ff4ba927acf"
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index 1ff8940..468cbf3 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -18,6 +18,7 @@ psycopg = "^3.2.4"
 common = { path = "../common", develop = true }
 nemesis_dpapi = { path = "../nemesis_dpapi", develop = true }
 lnkparse3 = "^1.5.0"
+dapr = "1.16.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index 48f9564..c52a2a7 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -171,14 +171,14 @@ files = [
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1077,4 +1077,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "a41c8ac0e7060e617f3a3613a8ad59d0eaef7508855471ecb99b058a5d39899f"
+content-hash = "df2aadd50d96a07bc375909fd99b8a9fd57d98e6fa106abf68f7b5f8a42c7342"
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
index 5faa4ff..77f8eda 100644
--- a/libs/file_linking/pyproject.toml
+++ b/libs/file_linking/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = ">=3.12,<4.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
-dapr = "1.15.0"
+dapr = "1.16.0"
 structlog = ">=20.0.0,<30.0.0"
 
 [tool.poetry.group.dev.dependencies]
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 5ada13c..29b6fe1 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -2068,4 +2068,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12"
-content-hash = "bdded938c32f860305a2d52383d1fb118e0aa20f15ac3d4b46b8dc6af6e0d906"
+content-hash = "f8ce18d9fe2b105d9f6adc21fb2e20fa6dadac3464d354530abf56fe2ed24dd9"
diff --git a/libs/nemesis_dpapi/pyproject.toml b/libs/nemesis_dpapi/pyproject.toml
index 7c878f3..595d6c3 100644
--- a/libs/nemesis_dpapi/pyproject.toml
+++ b/libs/nemesis_dpapi/pyproject.toml
@@ -11,7 +11,7 @@ dependencies = [
     "pydantic (>=2.0.0,<3.0.0)",
     "pycryptodome (>=3.23.0,<4.0.0)",
     "dpapick3 (>=0.7.1,<0.8.0)",
-    "dapr (>=1.16.0,<2.0.0)",
+    "dapr (==1.16.0)",
 ]
 
 
diff --git a/projects/agents/poetry.lock b/projects/agents/poetry.lock
index 09e9592..129ea74 100644
--- a/projects/agents/poetry.lock
+++ b/projects/agents/poetry.lock
@@ -735,7 +735,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -747,14 +747,14 @@ url = "../../libs/common"
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -3951,4 +3951,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.14"
-content-hash = "56f48cb44f444a6859238464efdaf6becbd8c2d8dd639ed04157b9bc8dcee8c3"
+content-hash = "9e645813a763cf50bc0b94e22f878e20e00b8cf116dc8af7dbfcbba453992cb4"
diff --git a/projects/agents/pyproject.toml b/projects/agents/pyproject.toml
index 8d89783..5371d23 100644
--- a/projects/agents/pyproject.toml
+++ b/projects/agents/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 python = ">=3.12,<3.14"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
diff --git a/projects/alerting/poetry.lock b/projects/alerting/poetry.lock
index a718e9b..4f507d9 100644
--- a/projects/alerting/poetry.lock
+++ b/projects/alerting/poetry.lock
@@ -513,7 +513,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -525,14 +525,14 @@ url = "../../libs/common"
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1855,4 +1855,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "fc4ba22f230570278b398434251f4b354b937f7b0d1153c1d8e462210ba090c5"
+content-hash = "7dc5ffd50b7140fba9e8cd30d320f3873d12371bd2971245b159fb8de4226d53"
diff --git a/projects/alerting/pyproject.toml b/projects/alerting/pyproject.toml
index b78c7f0..55718c0 100644
--- a/projects/alerting/pyproject.toml
+++ b/projects/alerting/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
diff --git a/projects/cli/poetry.lock b/projects/cli/poetry.lock
index f1d7e13..03ff746 100644
--- a/projects/cli/poetry.lock
+++ b/projects/cli/poetry.lock
@@ -595,14 +595,14 @@ url = "../../libs/common"
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -2146,4 +2146,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "3d8c55c32d6142ca9380263db55c7e31506f53e9edcd8292ba447614fa2b2308"
+content-hash = "54d782949abfdf19e5f70a09a63cc3e2a07f6a116ef1e3a484c19fa524819fd3"
diff --git a/projects/cli/pyproject.toml b/projects/cli/pyproject.toml
index 26abf58..f84cf20 100644
--- a/projects/cli/pyproject.toml
+++ b/projects/cli/pyproject.toml
@@ -26,6 +26,7 @@ pyyaml = "^6.0.2"
 common = { path = "../../libs/common", develop = true }
 requests-toolbelt = "^1.0.0"
 watchdog = "^6.0.0"
+dapr = "1.16.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index e273b0e..62de65e 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -481,7 +481,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -551,14 +551,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1831,4 +1831,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "d3bce4c6501c618fc303ca13e3ba223d3b03a9291774f5254657dbf98b8944f5"
+content-hash = "b8d4350ac339a3adccc34529504ec6a1b56dc3dd0fddce8c1277279f9cf5ab06"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index 8a60777..c17cc44 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 dapr-ext-fastapi = "1.15.0"
 dapr-ext-workflow = "1.15.0"
 structlog = "^25.1.0"
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index e7f9ede..b0b8543 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -853,7 +853,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 file-linking = {path = "../file_linking", develop = true}
 impacket = ">=0.12.0,<0.13.0"
 nemesis-dpapi = {path = "../nemesis_dpapi", develop = true}
@@ -933,7 +933,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -1015,14 +1015,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1235,7 +1235,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1710,7 +1710,6 @@ files = [
     {file = "lief-0.16.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:ddaea8ea7606ce6be937b44788b845a7da6f2ef034fb05d1cf6ef4556942a26d"},
     {file = "lief-0.16.6-cp310-cp310-macosx_11_0_x86_64.whl", hash = "sha256:1884201b56ea7a97deae6b98af990ac30e14927e5e147d455df25a5c3bd60472"},
     {file = "lief-0.16.6-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:4fa34cbac6c2ffd62c7d71a3a94f50df171595ebeea8d07753164f200b971ae0"},
-    {file = "lief-0.16.6-cp310-cp310-manylinux_2_28_i686.whl", hash = "sha256:999626596e0fcf9b810b5b9a8c49a046f9113a90b5019905b8d89932a9104164"},
     {file = "lief-0.16.6-cp310-cp310-manylinux_2_28_x86_64.whl", hash = "sha256:89b6adf6fbb774bb1ce82ca299a00ff9fe5842696f0417d2ce28ff554c9b577a"},
     {file = "lief-0.16.6-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:6c2751bdb6d8c0b2dcf0f368b8d675196a7635db6e16aa3ceb7d8ded1bc22ddb"},
     {file = "lief-0.16.6-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:7263f73708b6c49d69f3c7ea42d15d53a5064af524efdb0b2134f2c63f9b77db"},
@@ -1720,7 +1719,6 @@ files = [
     {file = "lief-0.16.6-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:89093638ee720677e7302850c3c33f42aeb9f173f1c738c918d63d7545886c72"},
     {file = "lief-0.16.6-cp311-cp311-macosx_11_0_x86_64.whl", hash = "sha256:474e80c3eb735d59428cf53e6537528a0a9fd9e177f9dc415f55f87d37785fde"},
     {file = "lief-0.16.6-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:905614f58ed24254ddb1fe1de566cfea01a73e17e5489cf753a7d2afaf3df7ce"},
-    {file = "lief-0.16.6-cp311-cp311-manylinux_2_28_i686.whl", hash = "sha256:7f143c0d41edc4fd7c01053638ee3f983a3fb59a480e0df2e36daf85fa2ee2f7"},
     {file = "lief-0.16.6-cp311-cp311-manylinux_2_28_x86_64.whl", hash = "sha256:5ccbc90ebdda7e417ccac268eb3976bfb0078786fa63a634e57e8c3b3efca179"},
     {file = "lief-0.16.6-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:ce4cd431ec386f23650ed227b6960ff08801fea10aa3eb451a60724c7b4c0015"},
     {file = "lief-0.16.6-cp311-cp311-musllinux_1_2_i686.whl", hash = "sha256:a597c6f11f668f691bc5bca52c5b9c7511b36b7623d55fac70e0e1bf09a4585b"},
@@ -1731,7 +1729,6 @@ files = [
     {file = "lief-0.16.6-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:c61dab95d7afed02b839ee1718700d4fab4634043c56b4f28d0557d0f7d4849f"},
     {file = "lief-0.16.6-cp312-cp312-macosx_11_0_x86_64.whl", hash = "sha256:38ccfc0e35c1683f8b8d0487ecf1b01c05cd2d0e9d42fced4a767f2065bcf7e0"},
     {file = "lief-0.16.6-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:647f0038a2edd34b956684f2dcaf8b6551757c3158f3bd8fdffe73a491a69c95"},
-    {file = "lief-0.16.6-cp312-cp312-manylinux_2_28_i686.whl", hash = "sha256:7c6f7d0e58cf9c1dafa451cb58bbeb926e40ab6348eb9f599f4a4539f2e046dc"},
     {file = "lief-0.16.6-cp312-cp312-manylinux_2_28_x86_64.whl", hash = "sha256:ca56c1f8933d5c9fdf6fc98d6f5caf684e5aa369457b30df8c235ff0dc5e7da5"},
     {file = "lief-0.16.6-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:57b53923cbc57e2eaaed8f8bc8a0490d8fdbbac6f2218905ceb2ff867a864015"},
     {file = "lief-0.16.6-cp312-cp312-musllinux_1_2_i686.whl", hash = "sha256:ca9c5a85a26daa4008aec42858fc763f630fb117fa77959912725c48015730e9"},
@@ -1742,7 +1739,6 @@ files = [
     {file = "lief-0.16.6-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:4f280296429164710c8c7293a6db92362f0e9ff8e9fa43da995d93ecbe64ec8d"},
     {file = "lief-0.16.6-cp313-cp313-macosx_11_0_x86_64.whl", hash = "sha256:1c603164f48f53948c6562d5f6e3bf937f481759ec657b07df96370fd8b46db5"},
     {file = "lief-0.16.6-cp313-cp313-manylinux2014_aarch64.whl", hash = "sha256:bcbf9ac2aa831c076252892985f65f682855564759e29e005bdd5720ea60f3da"},
-    {file = "lief-0.16.6-cp313-cp313-manylinux_2_28_i686.whl", hash = "sha256:14a3987a62d3d30ba5cd596e020446a0c58034c3ab3f692ec631166223ad3aad"},
     {file = "lief-0.16.6-cp313-cp313-manylinux_2_28_x86_64.whl", hash = "sha256:217c7c70eb444d9e40a66a7445cc5285fdae7f70ccc20fa342bec13857c224b9"},
     {file = "lief-0.16.6-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:dbb4afede2d641dff4fe1d88ad62d0bcb38c1a27d5c150afcc725d5e894dae6c"},
     {file = "lief-0.16.6-cp313-cp313-musllinux_1_2_i686.whl", hash = "sha256:2aa18e9a23826b8b02eb58a3cab2a410a3d6a8cd81b6afafc21cd949d025426f"},
@@ -1753,7 +1749,6 @@ files = [
     {file = "lief-0.16.6-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:023444d48af24d7af9744786e6fcee406a60774c91d73cca2ae4cd4bc59138df"},
     {file = "lief-0.16.6-cp38-cp38-macosx_11_0_x86_64.whl", hash = "sha256:c27162e80af1577e8612245554c6031e0c426b5277279931278946bab2e06278"},
     {file = "lief-0.16.6-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:218acabcdb4a4c82ddf5606fae2bb5aad97388db61053429e32c2f16e84c09a5"},
-    {file = "lief-0.16.6-cp38-cp38-manylinux_2_28_i686.whl", hash = "sha256:d40043973095f38ea3c1dced1af97161acee0d769a988a4a238a6b99b1c94e78"},
     {file = "lief-0.16.6-cp38-cp38-manylinux_2_28_x86_64.whl", hash = "sha256:1ace7b111034f5ecaff5ced71acf0da1a418bade5c9e2fe8387970ecc95e8808"},
     {file = "lief-0.16.6-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:bc66472b447961f7ca588108b52f56b4038b6b609765ef3a12aca36864807aaf"},
     {file = "lief-0.16.6-cp38-cp38-musllinux_1_2_i686.whl", hash = "sha256:d7346e2e01db6ce631b36e5260b1c2e71cc0132418c4f7b95d5aa7151d74e84a"},
@@ -1763,7 +1758,6 @@ files = [
     {file = "lief-0.16.6-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:2b5d2fbc81d268dda83e04c6a1bfc2dc58d1bcc06506de9a27a84d08952a30bb"},
     {file = "lief-0.16.6-cp39-cp39-macosx_11_0_x86_64.whl", hash = "sha256:dddad9f5dd4fe6176e340e440d8cd49bc9bbdbae5c91bf22fe5b52a08efcce9d"},
     {file = "lief-0.16.6-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:a062395b77927d1c011ff18d52277229b3f81c0a2c43650004e79ffc518c23c2"},
-    {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_i686.whl", hash = "sha256:d6156f1f108784e3204d661daffefe1842161936174383ed4b8d363a99ceefee"},
     {file = "lief-0.16.6-cp39-cp39-manylinux_2_28_x86_64.whl", hash = "sha256:4b0b7cf01dc72563f25fffea739f0b0c50139618c2ae30976acc847c66853c5a"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:8cbc9e6198fb6a7441063a5ab2afd1eaf04d45c88301384ab55fbd088cf58c94"},
     {file = "lief-0.16.6-cp39-cp39-musllinux_1_2_i686.whl", hash = "sha256:2bc32c3970a1392fd31cd00a5de9fb8ad786cfab2506e34f010c1eabb30c18e3"},
@@ -4196,4 +4190,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "34256455122c97f7c7e5050a0f8ffa9fb71b49e7d8c52723d258cc3cf23740ec"
+content-hash = "1cee66b48a654764ed1f0dd5f59917bda288551b6a5a42dc562c033c5f259be7"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 363f499..1d755e4 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -43,6 +43,7 @@ uvicorn = "^0.37.0"
 dapr-ext-fastapi = "1.15.0"
 durabletask-dapr = "0.2.0a7"
 regipy = "^5.2.0"
+dapr = "1.16.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/housekeeping/poetry.lock b/projects/housekeeping/poetry.lock
index 889a456..c9e1e89 100644
--- a/projects/housekeeping/poetry.lock
+++ b/projects/housekeeping/poetry.lock
@@ -407,7 +407,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -419,14 +419,14 @@ url = "../../libs/common"
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -1548,4 +1548,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "1b8287222556dad9f010f18949ca8ca89df518e78d32ca21023a36acb6d4bd5d"
+content-hash = "049dee041e2614ae885ecc79e51e340eacb06a1a0c7dd6ecc0faa6a2dbb6357a"
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index 6d88b1d..aef3326 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -8,7 +8,7 @@ readme = "README.md"
 python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 dapr-ext-fastapi = "1.15.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 74baa3d..65045a2 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -558,7 +558,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "1.15.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -625,14 +625,14 @@ test-randomorder = ["pytest-randomly"]
 
 [[package]]
 name = "dapr"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-1.15.0-py3-none-any.whl", hash = "sha256:0093bf6df5eb9a14fbab60191a619438e0b6b336f60a7994e184276bcc35d5fb"},
-    {file = "dapr-1.15.0.tar.gz", hash = "sha256:6b2373084143f164cb00702758b17a14fc4442314a1f3e2be36ee008d486c47a"},
+    {file = "dapr-1.16.0-py3-none-any.whl", hash = "sha256:076dd559a0b450eae24b1c2ae779c9299ed3e06a05c1f72719a6613af8d19ced"},
+    {file = "dapr-1.16.0.tar.gz", hash = "sha256:c7e3d005552a598d07608d0d502b2bc432e86678f94b2beccc13a096b9198684"},
 ]
 
 [package.dependencies]
@@ -3398,4 +3398,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "7ea6b7ffde88759c7e736ab38507bc5131f73197fe0db05574d020e389686854"
+content-hash = "62e8e433dbffbd2fef7d1bcad64daaa2f99007ec73d70940f15212960f7a4235"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index f106ca6..4131214 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -9,7 +9,7 @@ readme = "README.md"
 python = "^3.12"
 fastapi = { extras = ["all"], version = "^0.115.6" }
 structlog = "^25.1.0"
-dapr = "1.15.0"
+dapr = "1.16.0"
 pydantic = "^2.10.4"
 uvicorn = "^0.34.0"
 python-multipart = "^0.0.20"

From bbbdc5b4d8628548a8a3f1b87ca3fd0b15aa0beb Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 18:50:37 -0700
Subject: [PATCH 140/279] update to dapr 1.16

---
 CHANGELOG.md                                  |    1 +
 libs/chromium/poetry.lock                     | 2046 ++++++------
 libs/common/poetry.lock                       | 1974 ++++++-----
 libs/file_enrichment_modules/poetry.lock      | 2413 ++++++++------
 libs/file_linking/poetry.lock                 | 1466 +++++----
 libs/nemesis_dpapi/poetry.lock                | 1995 +++++++-----
 projects/agents/poetry.lock                   | 2895 +++++++++--------
 projects/agents/pyproject.toml                |    5 +-
 projects/alerting/poetry.lock                 |   10 +-
 projects/alerting/pyproject.toml              |    2 +-
 projects/document_conversion/poetry.lock      | 2370 ++++++++------
 projects/document_conversion/pyproject.toml   |    5 +-
 .../file_enrichment/tracing.py                |  125 +-
 projects/file_enrichment/poetry.lock          | 2601 +++++++--------
 projects/file_enrichment/pyproject.toml       |   13 +-
 projects/housekeeping/poetry.lock             |   10 +-
 projects/housekeeping/pyproject.toml          |    2 +-
 projects/web_api/poetry.lock                  |   10 +-
 projects/web_api/pyproject.toml               |    2 +-
 19 files changed, 9720 insertions(+), 8225 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 50ebc6b..177e66f 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -19,6 +19,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Text translation agent
 - Ability to delete file linkings from the FileViewer
 - Dapr pubsub integration for DPAPI-related revents
+- Bumped Dapr version to 1.16.1
 
 ### Changed
 
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index c087bd5..4027f21 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -14,98 +14,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.15"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.extras]
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 [[package]]
 name = "charset-normalizer"
@@ -416,14 +459,14 @@ files = [
 
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 [[package]]
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 develop = true
 
 [package.dependencies]
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+dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
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 [[package]]
@@ -744,83 +813,96 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
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 optional = false
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 protobuf = ">=6.31.1,<7.0.0"
 
 [[package]]
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 ]
 
 [[package]]
@@ -1139,6 +1285,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dapr = "1.16.0"
 dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
@@ -1178,151 +1325,175 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "propcache"
-version = "0.3.2"
+version = "0.4.1"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index c3a07db..730308f 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -14,103 +14,137 @@ files = [
 
 [[package]]
 name = "aiohttp"
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 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -118,22 +152,23 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "annotated-types"
@@ -149,14 +184,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -165,180 +200,185 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argon2-cffi"
-version = "23.1.0"
+version = "25.1.0"
 description = "Argon2 for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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+    {file = "argon2_cffi-25.1.0.tar.gz", hash = "sha256:694ae5cc8a42f4c4e2bf2ca0e64e51e23a040c6a517a85074683d3959e1346c1"},
 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
-[package.extras]
-dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
-tests = ["hypothesis", "pytest"]
-typing = ["mypy"]
-
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [[package]]
@@ -516,88 +594,97 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
-version = "1.69.0"
+version = "1.75.1"
 description = "HTTP/2-based RPC framework"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
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 [package.extras]
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 [package.dependencies]
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-grpcio = ">=1.62.3"
-protobuf = ">=4.21.6"
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 [[package]]
 name = "idna"
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 [package.dependencies]
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 [[package]]
@@ -777,185 +918,236 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "propcache"
-version = "0.2.1"
+version = "0.4.1"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [metadata]
 lock-version = "2.1"
diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index b5df179..ecfdddf 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -14,103 +14,137 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -118,22 +152,23 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "annotated-types"
@@ -149,14 +184,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.9.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -165,9 +200,7 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
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-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argon2-cffi"
@@ -186,41 +219,45 @@ argon2-cffi-bindings = "*"
 
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
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-
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-tests = ["pytest"]
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 ]
 
 [[package]]
 name = "click"
-version = "8.2.1"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
-    {file = "click-8.2.1-py3-none-any.whl", hash = "sha256:61a3265b914e850b85317d0b3109c7f8cd35a670f963866005d6ef1d5175a12b"},
-    {file = "click-8.2.1.tar.gz", hash = "sha256:27c491cc05d968d271d5a1db13e3b5a184636d9d930f148c50b038f0d0646202"},
+    {file = "click-8.3.0-py3-none-any.whl", hash = "sha256:9b9f285302c6e3064f4330c05f05b81945b2a39544279343e6e7c5f27a9baddc"},
+    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
 ]
 
 [package.dependencies]
@@ -551,7 +584,7 @@ files = []
 develop = true
 
 [package.dependencies]
-dapr = "^1.14.0"
+dapr = "1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
 pydantic = "^2.10.5"
@@ -653,35 +686,64 @@ pefile = ">=2019.4.18"
 
 [[package]]
 name = "dnspython"
-version = "2.7.0"
+version = "2.8.0"
 description = "DNS toolkit"
 optional = false
-python-versions = ">=3.9"
+python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "dnspython-2.7.0.tar.gz", hash = "sha256:ce9c432eda0dc91cf618a5cedf1a4e142651196bbcd2c80e89ed5a907e5cfaf1"},
+    {file = "dnspython-2.8.0-py3-none-any.whl", hash = "sha256:01d9bbc4a2d76bf0db7c1f729812ded6d912bd318d3b1cf81d30c0f845dbf3af"},
+    {file = "dnspython-2.8.0.tar.gz", hash = "sha256:181d3c6996452cb1189c4046c61599b84a5a86e099562ffde77d26984ff26d0f"},
 ]
 
 [package.extras]
-dev = ["black (>=23.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.16.0)", "mypy (>=1.8)", "pylint (>=3)", "pytest (>=7.4)", "pytest-cov (>=4.1.0)", "quart-trio (>=0.11.0)", "sphinx (>=7.2.0)", "sphinx-rtd-theme (>=2.0.0)", "twine (>=4.0.0)", "wheel (>=0.42.0)"]
-dnssec = ["cryptography (>=43)"]
-doh = ["h2 (>=4.1.0)", "httpcore (>=1.0.0)", "httpx (>=0.26.0)"]
-doq = ["aioquic (>=1.0.0)"]
-idna = ["idna (>=3.7)"]
-trio = ["trio (>=0.23)"]
+dev = ["black (>=25.1.0)", "coverage (>=7.0)", "flake8 (>=7)", "hypercorn (>=0.17.0)", "mypy (>=1.17)", "pylint (>=3)", "pytest (>=8.4)", "pytest-cov (>=6.2.0)", "quart-trio (>=0.12.0)", "sphinx (>=8.2.0)", "sphinx-rtd-theme (>=3.0.0)", "twine (>=6.1.0)", "wheel (>=0.45.0)"]
+dnssec = ["cryptography (>=45)"]
+doh = ["h2 (>=4.2.0)", "httpcore (>=1.0.0)", "httpx (>=0.28.0)"]
+doq = ["aioquic (>=1.2.0)"]
+idna = ["idna (>=3.10)"]
+trio = ["trio (>=0.30)"]
 wmi = ["wmi (>=1.5.1)"]
 
+[[package]]
+name = "dpapick3"
+version = "0.7.1"
+description = "A native implementation of DPAPI"
+optional = false
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+pycryptodome = "*"
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+
+[[package]]
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+version = "0.0.3"
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+python-versions = "*"
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+
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 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
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 python-versions = ">=3.8"
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 [[package]]
@@ -851,84 +939,97 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
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 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 googleapis-common-protos = ">=1.5.5"
-grpcio = ">=1.73.0"
-protobuf = ">=6.30.0,<7.0.0"
+grpcio = ">=1.75.1"
+protobuf = ">=6.31.1,<7.0.0"
 
 [[package]]
 name = "idna"
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 [package.dependencies]
@@ -1149,116 +1278,158 @@ urllib3 = "*"
 
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@@ -1274,6 +1445,8 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dapr = "1.16.0"
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 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
 pydantic = ">=2.0.0,<3.0.0"
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 ]
 
 [package.dependencies]
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index c52a2a7..60d073e 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -14,98 +14,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.15"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
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 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
@@ -138,24 +172,16 @@ typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
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-
 [[package]]
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 version = "0.4.6"
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 [[package]]
@@ -323,83 +375,96 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
 name = "grpcio"
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 description = "HTTP/2-based RPC framework"
 optional = false
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 [[package]]
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 [package.dependencies]
diff --git a/libs/nemesis_dpapi/poetry.lock b/libs/nemesis_dpapi/poetry.lock
index 29b6fe1..530359a 100644
--- a/libs/nemesis_dpapi/poetry.lock
+++ b/libs/nemesis_dpapi/poetry.lock
@@ -14,98 +14,132 @@ files = [
 
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 optional = false
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 [package.dependencies]
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 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
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 [[package]]
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 version = "1.9.0"
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 [[package]]
@@ -1251,110 +1400,134 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
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 [[package]]
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 [package.extras]
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 [package.dependencies]
-typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
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 [[package]]
 name = "pygments"
@@ -1716,14 +1903,14 @@ dev = ["build", "flake8", "mypy", "pytest", "twine"]
 
 [[package]]
 name = "pytest"
-version = "8.4.1"
+version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
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 files = [
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 [package.dependencies]
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 [[package]]
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 description = "Runtime typing introspection tools"
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 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
@@ -1948,116 +2135,142 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
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 [package.dependencies]
diff --git a/projects/agents/poetry.lock b/projects/agents/poetry.lock
index 129ea74..08a223e 100644
--- a/projects/agents/poetry.lock
+++ b/projects/agents/poetry.lock
@@ -2,14 +2,14 @@
 
 [[package]]
 name = "ag-ui-protocol"
-version = "0.1.8"
+version = "0.1.9"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -29,98 +29,132 @@ files = [
 
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 python-versions = ">=3.9"
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 ]
 
 [package.dependencies]
@@ -133,7 +167,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
@@ -165,19 +199,20 @@ files = [
 
 [[package]]
 name = "anthropic"
-version = "0.64.0"
+version = "0.69.0"
 description = "The official Python library for the anthropic API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
-    {file = "anthropic-0.64.0-py3-none-any.whl", hash = "sha256:6f5f7d913a6a95eb7f8e1bda4e75f76670e8acd8d4cd965e02e2a256b0429dd1"},
-    {file = "anthropic-0.64.0.tar.gz", hash = "sha256:3d496c91a63dff64f451b3e8e4b238a9640bf87b0c11d0b74ddc372ba5a3fe58"},
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+    {file = "anthropic-0.69.0.tar.gz", hash = "sha256:c604d287f4d73640f40bd2c0f3265a2eb6ce034217ead0608f6b07a8bc5ae5f2"},
 ]
 
 [package.dependencies]
 anyio = ">=3.5.0,<5"
 distro = ">=1.7.0,<2"
+docstring-parser = ">=0.15,<1"
 httpx = ">=0.25.0,<1"
 jiter = ">=0.4.0,<1"
 pydantic = ">=1.9.0,<3"
@@ -191,14 +226,14 @@ vertex = ["google-auth[requests] (>=2,<3)"]
 
 [[package]]
 name = "anyio"
-version = "4.10.0"
+version = "4.11.0"
 description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.10.0-py3-none-any.whl", hash = "sha256:60e474ac86736bbfd6f210f7a61218939c318f43f9972497381f1c5e930ed3d1"},
-    {file = "anyio-4.10.0.tar.gz", hash = "sha256:3f3fae35c96039744587aa5b8371e7e8e603c0702999535961dd336026973ba6"},
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+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -207,7 +242,7 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argcomplete"
@@ -280,19 +315,31 @@ cffi = {version = ">=1.0.1", markers = "python_version < \"3.14\""}
 
 [[package]]
 name = "asgiref"
-version = "3.9.1"
+version = "3.10.0"
 description = "ASGI specs, helper code, and adapters"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "asgiref-3.10.0-py3-none-any.whl", hash = "sha256:aef8a81283a34d0ab31630c9b7dfe70c812c95eba78171367ca8745e88124734"},
+    {file = "asgiref-3.10.0.tar.gz", hash = "sha256:d89f2d8cd8b56dada7d52fa7dc8075baa08fb836560710d38c292a7a3f78c04e"},
 ]
 
 [package.extras]
 tests = ["mypy (>=1.14.0)", "pytest", "pytest-asyncio"]
 
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
+    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -359,24 +406,16 @@ test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0
 
 [[package]]
 name = "attrs"
-version = "25.3.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
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+    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
 
-[package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
-
 [[package]]
 name = "backoff"
 version = "2.2.1"
@@ -391,34 +430,34 @@ files = [
 
 [[package]]
 name = "boto3"
-version = "1.40.16"
+version = "1.40.50"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "boto3-1.40.16-py3-none-any.whl", hash = "sha256:4b7fbd2b469d5fa6325f0e90310b2d430c9a35e8a984a9919103e6d248422537"},
-    {file = "boto3-1.40.16.tar.gz", hash = "sha256:667bc3a9bd1f26579957d95a2612359103c343dd74d44f202d09a155ed4189c6"},
+    {file = "boto3-1.40.50-py3-none-any.whl", hash = "sha256:62901bc616c64236700001f530fc66b659ecd1acb4f541ddac6fcae3a1d37ea6"},
+    {file = "boto3-1.40.50.tar.gz", hash = "sha256:ae34363e8f34a49ab130d10c507a611926c1101d5d14d70be5598ca308e13266"},
 ]
 
 [package.dependencies]
-botocore = ">=1.40.16,<1.41.0"
+botocore = ">=1.40.50,<1.41.0"
 jmespath = ">=0.7.1,<2.0.0"
-s3transfer = ">=0.13.0,<0.14.0"
+s3transfer = ">=0.14.0,<0.15.0"
 
 [package.extras]
 crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.40.16"
+version = "1.40.50"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -431,120 +470,120 @@ crt = ["awscrt (==0.27.6)"]
 
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 ]
 
 [package.dependencies]
@@ -641,14 +680,14 @@ files = [
 
 [[package]]
 name = "click"
-version = "8.2.1"
+version = "8.3.0"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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+    {file = "click-8.3.0.tar.gz", hash = "sha256:e7b8232224eba16f4ebe410c25ced9f7875cb5f3263ffc93cc3e8da705e229c4"},
 ]
 
 [package.dependencies]
@@ -671,15 +710,15 @@ cffi = {version = ">=1.17", markers = "python_version >= \"3.8\""}
 
 [[package]]
 name = "cohere"
-version = "5.17.0"
+version = "5.18.0"
 description = ""
 optional = false
 python-versions = "<4.0,>=3.9"
 groups = ["main"]
 markers = "platform_system != \"Emscripten\""
 files = [
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+    {file = "cohere-5.18.0-py3-none-any.whl", hash = "sha256:885e7be360206418db39425faa60dbcd7f38e39e7f84b824ee68442e6a436e93"},
+    {file = "cohere-5.18.0.tar.gz", hash = "sha256:93a7753458a45cd30c796300182d22bb1889eadc510727e1de3d8342cb2bc0bf"},
 ]
 
 [package.dependencies]
@@ -767,36 +806,36 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
 [[package]]
 name = "dapr-ext-workflow"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK Workflow Authoring Extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
-durabletask-dapr = ">=0.2.0a7"
+dapr = ">=1.16.0"
+durabletask-dapr = ">=0.2.0a8"
 
 [[package]]
 name = "distro"
@@ -810,20 +849,39 @@ files = [
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 ]
 
+[[package]]
+name = "docstring-parser"
+version = "0.17.0"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+    {file = "docstring_parser-0.17.0.tar.gz", hash = "sha256:583de4a309722b3315439bb31d64ba3eebada841f2e2cee23b99df001434c912"},
+]
+
+[package.extras]
+dev = ["pre-commit (>=2.16.0)", "pydoctor (>=25.4.0)", "pytest"]
+docs = ["pydoctor (>=25.4.0)"]
+test = ["pytest"]
+
 [[package]]
 name = "durabletask-dapr"
-version = "0.2.0a7"
+version = "0.2.0a9"
 description = "A Durable Task Client SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
+asyncio = "*"
 grpcio = "*"
+protobuf = "*"
 
 [[package]]
 name = "eval-type-backport"
@@ -842,14 +900,14 @@ tests = ["pytest"]
 
 [[package]]
 name = "executing"
-version = "2.2.0"
+version = "2.2.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -878,49 +936,59 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
 [[package]]
 name = "fastavro"
-version = "1.12.0"
+version = "1.12.1"
 description = "Fast read/write of AVRO files"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_system != \"Emscripten\""
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 description = "File-system specification"
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 python-versions = ">=3.9"
 groups = ["main"]
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@@ -1095,36 +1189,20 @@ test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
-[[package]]
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-description = "Calculate prices for calling LLM inference APIs."
-optional = false
-python-versions = ">=3.9"
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-httpx = ">=0.28.1"
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-
 [[package]]
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 python-versions = ">=3.7"
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+cachetools = ">=2.0.0,<7.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
 
@@ -1135,19 +1213,19 @@ pyjwt = ["cryptography (<39.0.0)", "cryptography (>=38.0.3)", "pyjwt (>=2.0)"]
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 urllib3 = ["packaging", "urllib3"]
 
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 name = "google-genai"
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+version = "1.43.0"
 description = "GenAI Python SDK"
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 python-versions = ">=3.9"
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 [package.dependencies]
@@ -1162,6 +1240,7 @@ websockets = ">=13.0.0,<15.1.0"
 
 [package.extras]
 aiohttp = ["aiohttp (<4.0.0)"]
+local-tokenizer = ["protobuf", "sentencepiece (>=0.2.0)"]
 
 [[package]]
 name = "googleapis-common-protos"
@@ -1226,14 +1305,14 @@ files = [
 
 [[package]]
 name = "griffe"
-version = "1.12.1"
+version = "1.14.0"
 description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
@@ -1241,14 +1320,14 @@ colorama = ">=0.4"
 
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+version = "0.32.0"
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 [package.dependencies]
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 [package.extras]
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 [[package]]
 name = "h11"
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 [[package]]
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 python-versions = ">=3.8"
 groups = ["main"]
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 [package.extras]
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 python-versions = ">=3.8.0"
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 [package.dependencies]
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 [package.extras]
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 [[package]]
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 [[package]]
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 [package.dependencies]
@@ -1677,21 +1770,21 @@ referencing = ">=0.31.0"
 
 [[package]]
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+version = "4.13.0"
 description = "The best Python observability tool! 🪵🔥"
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 python-versions = ">=3.9"
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 protobuf = ">=4.23.4"
 rich = ">=13.4.2"
 typing-extensions = ">=4.1.0"
@@ -1707,7 +1800,9 @@ celery = ["opentelemetry-instrumentation-celery (>=0.42b0)"]
 django = ["opentelemetry-instrumentation-asgi (>=0.42b0)", "opentelemetry-instrumentation-django (>=0.42b0)"]
 fastapi = ["opentelemetry-instrumentation-fastapi (>=0.42b0)"]
 flask = ["opentelemetry-instrumentation-flask (>=0.42b0)"]
+google-genai = ["opentelemetry-instrumentation-google-genai (>=0)"]
 httpx = ["opentelemetry-instrumentation-httpx (>=0.42b0)"]
+litellm = ["openinference-instrumentation-litellm (>=0)"]
 mysql = ["opentelemetry-instrumentation-mysql (>=0.42b0)"]
 psycopg = ["opentelemetry-instrumentation-psycopg (>=0.42b0)", "packaging"]
 psycopg2 = ["opentelemetry-instrumentation-psycopg2 (>=0.42b0)", "packaging"]
@@ -1722,14 +1817,14 @@ wsgi = ["opentelemetry-instrumentation-wsgi (>=0.42b0)"]
 
 [[package]]
 name = "logfire-api"
-version = "4.3.5"
+version = "4.13.0"
 description = "Shim for the Logfire SDK which does nothing unless Logfire is installed"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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-    {file = "logfire_api-4.3.5.tar.gz", hash = "sha256:f4c1aae454ba248000d65bfe7d60439094056813bd97a48725706417330e222e"},
+    {file = "logfire_api-4.13.0-py3-none-any.whl", hash = "sha256:6ec2d761e07b7ab65592b464cf8c9ca798fabfa3740b6cd7e2d4eb7909726d2a"},
+    {file = "logfire_api-4.13.0.tar.gz", hash = "sha256:24e1508d625af8d0fba3bfe54fd4684d42705cb5b1fafc0a3702df3a880b3270"},
 ]
 
 [[package]]
@@ -1758,14 +1853,14 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions", "requests"]
 
 [[package]]
 name = "mcp"
-version = "1.13.1"
+version = "1.17.0"
 description = "Model Context Protocol SDK"
 optional = false
 python-versions = ">=3.10"
 groups = ["main"]
 files = [
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-    {file = "mcp-1.13.1.tar.gz", hash = "sha256:165306a8fd7991dc80334edd2de07798175a56461043b7ae907b279794a834c5"},
+    {file = "mcp-1.17.0-py3-none-any.whl", hash = "sha256:0660ef275cada7a545af154db3082f176cf1d2681d5e35ae63e014faf0a35d40"},
+    {file = "mcp-1.17.0.tar.gz", hash = "sha256:1b57fabf3203240ccc48e39859faf3ae1ccb0b571ff798bbedae800c73c6df90"},
 ]
 
 [package.dependencies]
@@ -1800,14 +1895,14 @@ files = [
 
 [[package]]
 name = "minio"
-version = "7.2.16"
+version = "7.2.18"
 description = "MinIO Python SDK for Amazon S3 Compatible Cloud Storage"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "minio-7.2.18.tar.gz", hash = "sha256:173402a5716099159c5659f9de75be204ebe248557b9f1cc9cf45aa70e9d3024"},
 ]
 
 [package.dependencies]
@@ -1819,14 +1914,14 @@ urllib3 = "*"
 
 [[package]]
 name = "mistralai"
-version = "1.9.7"
+version = "1.9.11"
 description = "Python Client SDK for the Mistral AI API."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "mistralai-1.9.11-py3-none-any.whl", hash = "sha256:7a3dc2b8ef3fceaa3582220234261b5c4e3e03a972563b07afa150e44a25a6d3"},
+    {file = "mistralai-1.9.11.tar.gz", hash = "sha256:3df9e403c31a756ec79e78df25ee73cea3eb15f86693773e16b16adaf59c9b8a"},
 ]
 
 [package.dependencies]
@@ -1844,122 +1939,158 @@ gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"]
 
 [[package]]
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-version = "6.6.4"
+version = "6.7.0"
 description = "multidict implementation"
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 python-versions = ">=3.9"
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 [[package]]
@@ -1979,21 +2110,21 @@ typing-extensions = ">=4.12.2"
 
 [[package]]
 name = "openai"
-version = "1.101.0"
+version = "2.3.0"
 description = "The official Python library for the openai API"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 distro = ">=1.7.0,<2"
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+jiter = ">=0.10.0,<1"
 pydantic = ">=1.9.0,<3"
 sniffio = "*"
 tqdm = ">4"
@@ -2007,34 +2138,35 @@ voice-helpers = ["numpy (>=2.0.2)", "sounddevice (>=0.5.1)"]
 
 [[package]]
 name = "openinference-instrumentation"
-version = "0.1.37"
+version = "0.1.40"
 description = "OpenInference instrumentation utilities"
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+python-versions = "<3.15,>=3.9"
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 [package.dependencies]
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 opentelemetry-api = "*"
 opentelemetry-sdk = "*"
+wrapt = ">=1.14.0"
 
 [package.extras]
 test = ["jsonschema", "openai", "pydantic (>=2.0.0)", "pytest-asyncio", "pytest-recording", "types-jsonschema"]
 
 [[package]]
 name = "openinference-instrumentation-pydantic-ai"
-version = "0.1.4"
+version = "0.1.8"
 description = "OpenInference PydanticAI Instrumentation"
 optional = false
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+python-versions = "<3.15,>=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -2052,14 +2184,14 @@ test = ["opentelemetry-exporter-otlp-proto-http", "opentelemetry-sdk (>=1.20.0)"
 
 [[package]]
 name = "openinference-semantic-conventions"
-version = "0.1.21"
+version = "0.1.24"
 description = "OpenInference Semantic Conventions"
 optional = false
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 [[package]]
@@ -2290,14 +2422,14 @@ testing = ["coverage", "pytest", "pytest-benchmark"]
 
 [[package]]
 name = "prompt-toolkit"
-version = "3.0.51"
+version = "3.0.52"
 description = "Library for building powerful interactive command lines in Python"
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 python-versions = ">=3.8"
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 [package.dependencies]
@@ -2305,143 +2437,165 @@ wcwidth = "*"
 
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-version = "3.2.9"
+version = "3.2.10"
 description = "PostgreSQL database adapter for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -2449,8 +2603,8 @@ typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
-binary = ["psycopg-binary (==3.2.9)"]
-c = ["psycopg-c (==3.2.9)"]
+binary = ["psycopg-binary (==3.2.10)"]
+c = ["psycopg-c (==3.2.10)"]
 dev = ["ast-comments (>=1.1.2)", "black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "isort-psycopg", "isort[colors] (>=6.0)", "mypy (>=1.14)", "pre-commit (>=4.0.1)", "types-setuptools (>=57.4)", "types-shapely (>=2.0)", "wheel (>=0.37)"]
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 pool = ["psycopg-pool"]
@@ -2485,15 +2639,15 @@ pyasn1 = ">=0.6.1,<0.7.0"
 
 [[package]]
 name = "pycparser"
-version = "2.22"
+version = "2.23"
 description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 markers = "implementation_name != \"PyPy\""
 files = [
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 [[package]]
@@ -2549,21 +2703,21 @@ files = [
 
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+version = "2.12.0"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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-typing-inspection = ">=0.4.0"
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+typing-extensions = ">=4.14.1"
+typing-inspection = ">=0.4.2"
 
 [package.extras]
 email = ["email-validator (>=2.0.0)"]
@@ -2571,34 +2725,34 @@ timezone = ["tzdata"]
 
 [[package]]
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+version = "0.7.2"
 description = "Agent Framework / shim to use Pydantic with LLMs"
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 [package.extras]
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+examples = ["pydantic-ai-examples (==0.7.2)"]
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 [[package]]
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-version = "0.7.4"
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 [package.dependencies]
@@ -2608,7 +2762,6 @@ argcomplete = {version = ">=3.5.0", optional = true, markers = "extra == \"cli\"
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@@ -2621,13 +2774,12 @@ openai = {version = ">=1.99.9", optional = true, markers = "extra == \"openai\""
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-pydantic-graph = "0.7.4"
-pyperclip = {version = ">=1.9.0", optional = true, markers = "extra == \"cli\""}
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 starlette = {version = ">=0.45.3", optional = true, markers = "extra == \"ag-ui\""}
-temporalio = {version = "1.15.0", optional = true, markers = "extra == \"temporal\""}
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 tenacity = {version = ">=8.2.3", optional = true, markers = "extra == \"retries\""}
 typing-inspection = ">=0.4.0"
 
@@ -2636,10 +2788,10 @@ a2a = ["fasta2a (>=0.4.1)"]
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 cohere = ["cohere (>=5.16.0)"]
 duckduckgo = ["ddgs (>=9.0.0)"]
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 google = ["google-genai (>=1.28.0)"]
 groq = ["groq (>=0.25.0)"]
 huggingface = ["huggingface-hub[inference] (>=0.33.5)"]
@@ -2649,138 +2801,152 @@ mistral = ["mistralai (>=1.9.2)"]
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 retries = ["tenacity (>=8.2.3)"]
 tavily = ["tavily-python (>=0.5.0)"]
-temporal = ["temporalio (==1.15.0)"]
+temporal = ["temporalio (>=1.15.0)"]
 vertexai = ["google-auth (>=2.36.0)", "requests (>=2.32.2)"]
 
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@@ -2789,14 +2955,14 @@ logfire = ["logfire (>=3.14.1)"]
 
 [[package]]
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+version = "0.7.2"
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 python-versions = ">=3.9"
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 [[package]]
@@ -3331,14 +3506,14 @@ files = [
 
 [[package]]
 name = "s3transfer"
-version = "0.13.1"
+version = "0.14.0"
 description = "An Amazon S3 Transfer Manager"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
@@ -3424,29 +3599,29 @@ files = [
 
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 name = "temporalio"
-version = "1.15.0"
+version = "1.18.1"
 description = "Temporal.io Python SDK"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
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-protobuf = ">=3.20,<6"
+protobuf = ">=3.20,<7.0.0"
 types-protobuf = ">=3.20"
 typing-extensions = ">=4.2.0,<5"
 
 [package.extras]
 grpc = ["grpcio (>=1.48.2,<2)"]
-openai-agents = ["eval-type-backport (>=0.2.2)", "openai-agents (>=0.2.3,<0.3)"]
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 opentelemetry = ["opentelemetry-api (>=1.11.1,<2)", "opentelemetry-sdk (>=1.11.1,<2)"]
 pydantic = ["pydantic (>=2.0.0,<3)"]
 
@@ -3468,37 +3643,37 @@ test = ["pytest", "tornado (>=4.5)", "typeguard"]
 
 [[package]]
 name = "tokenizers"
-version = "0.21.4"
+version = "0.22.1"
 description = ""
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_system != \"Emscripten\""
 files = [
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 ]
 
 [package.dependencies]
-huggingface-hub = ">=0.16.4,<1.0"
+huggingface-hub = ">=0.16.4,<2.0"
 
 [package.extras]
 dev = ["tokenizers[testing]"]
 docs = ["setuptools-rust", "sphinx", "sphinx-rtd-theme"]
-testing = ["black (==22.3)", "datasets", "numpy", "pytest", "requests", "ruff"]
+testing = ["black (==22.3)", "datasets", "numpy", "pytest", "pytest-asyncio", "requests", "ruff"]
 
 [[package]]
 name = "tqdm"
@@ -3524,27 +3699,27 @@ telegram = ["requests"]
 
 [[package]]
 name = "types-protobuf"
-version = "6.30.2.20250822"
+version = "6.32.1.20250918"
 description = "Typing stubs for protobuf"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
 name = "types-requests"
-version = "2.32.4.20250809"
+version = "2.32.4.20250913"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 markers = "platform_system != \"Emscripten\""
 files = [
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 ]
 
 [package.dependencies]
@@ -3552,26 +3727,26 @@ urllib3 = ">=2"
 
 [[package]]
 name = "typing-extensions"
-version = "4.14.1"
+version = "4.15.0"
 description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
 python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
 [[package]]
 name = "typing-inspection"
-version = "0.4.1"
+version = "0.4.2"
 description = "Runtime typing introspection tools"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -3629,14 +3804,14 @@ standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)",
 
 [[package]]
 name = "wcwidth"
-version = "0.2.13"
+version = "0.2.14"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
-python-versions = "*"
+python-versions = ">=3.6"
 groups = ["main"]
 files = [
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 ]
 
 [[package]]
@@ -3811,116 +3986,142 @@ files = [
 
 [[package]]
 name = "yarl"
-version = "1.20.1"
+version = "1.22.0"
 description = "Yet another URL library"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
 
 [package.dependencies]
@@ -3951,4 +4152,4 @@ type = ["pytest-mypy"]
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<3.14"
-content-hash = "9e645813a763cf50bc0b94e22f878e20e00b8cf116dc8af7dbfcbba453992cb4"
+content-hash = "40971a0e3251dddba28ffca505774c2f0ee81a872114c89efd041543f92c073b"
diff --git a/projects/agents/pyproject.toml b/projects/agents/pyproject.toml
index 5371d23..71f4b12 100644
--- a/projects/agents/pyproject.toml
+++ b/projects/agents/pyproject.toml
@@ -9,7 +9,7 @@ python = ">=3.12,<3.14"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
 dapr = "1.16.0"
-dapr-ext-fastapi = "1.15.0"
+dapr-ext-fastapi = "1.16.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
@@ -18,7 +18,7 @@ websockets = "^14.2"
 # pydantic-ai-slim = {extras = ["retries"], version = "^0.7.1"}
 common = { path = "../../libs/common", develop = true }
 pydantic-ai = "^0.7.1"
-dapr-ext-workflow = "1.15.0"
+dapr-ext-workflow = "1.16.0"
 logfire = "^4.3.3"
 colorlog = "^6.9.0"
 opentelemetry-instrumentation-fastapi = "^0.57b0"
@@ -31,6 +31,7 @@ openinference-instrumentation-pydantic-ai = {version = "^0.1.4", python = ">=3.1
 asyncpg = "^0.30.0"
 psycopg = "^3.2.9"
 pythonnet = "^3.0.4"
+protobuf = "6.31.1"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/alerting/poetry.lock b/projects/alerting/poetry.lock
index 4f507d9..2e01426 100644
--- a/projects/alerting/poetry.lock
+++ b/projects/alerting/poetry.lock
@@ -545,18 +545,18 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
-    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
@@ -1855,4 +1855,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "7dc5ffd50b7140fba9e8cd30d320f3873d12371bd2971245b159fb8de4226d53"
+content-hash = "f62871b658b146a8effd43e8acbb6b1ec0c2a6c8da6fc49201bb2a6edff87f3b"
diff --git a/projects/alerting/pyproject.toml b/projects/alerting/pyproject.toml
index 55718c0..c9222a0 100644
--- a/projects/alerting/pyproject.toml
+++ b/projects/alerting/pyproject.toml
@@ -9,7 +9,7 @@ python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
 dapr = "1.16.0"
-dapr-ext-fastapi = "1.15.0"
+dapr-ext-fastapi = "1.16.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index 62de65e..5ba708e 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -14,103 +14,137 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.13"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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-    {file = "aiohttp-3.12.13-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:0fcda86f6cb318ba36ed8f1396a6a4a3fd8f856f84d426584392083d10da4de0"},
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-    {file = "aiohttp-3.12.13-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:34ebf1aca12845066c963016655dac897651e1544f22a34c9b461ac3b4b1d3aa"},
-    {file = "aiohttp-3.12.13-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:893a4639694c5b7edd4bdd8141be296042b6806e27cc1d794e585c43010cc294"},
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-    {file = "aiohttp-3.12.13-cp310-cp310-win_amd64.whl", hash = "sha256:fcc30ad4fb5cb41a33953292d45f54ef4066746d625992aeac33b8c681173178"},
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+    {file = "aiohttp-3.13.0.tar.gz", hash = "sha256:378dbc57dd8cf341ce243f13fa1fa5394d68e2e02c15cd5f28eae35a70ec7f67"},
 ]
 
 [package.dependencies]
 aiohappyeyeballs = ">=2.5.0"
-aiosignal = ">=1.1.2"
+aiosignal = ">=1.4.0"
 attrs = ">=17.3.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
@@ -118,22 +152,23 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
-version = "1.3.2"
+version = "1.4.0"
 description = "aiosignal: a list of registered asynchronous callbacks"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "aiosignal-1.4.0.tar.gz", hash = "sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7"},
 ]
 
 [package.dependencies]
 frozenlist = ">=1.1.0"
+typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
 [[package]]
 name = "annotated-types"
@@ -149,14 +184,14 @@ files = [
 
 [[package]]
 name = "anyio"
-version = "4.8.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "anyio-4.8.0-py3-none-any.whl", hash = "sha256:b5011f270ab5eb0abf13385f851315585cc37ef330dd88e27ec3d34d651fd47a"},
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+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
 ]
 
 [package.dependencies]
@@ -165,293 +200,297 @@ sniffio = ">=1.1"
 typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx_rtd_theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21)"]
-trio = ["trio (>=0.26.1)"]
+trio = ["trio (>=0.31.0)"]
 
 [[package]]
 name = "argon2-cffi"
-version = "23.1.0"
+version = "25.1.0"
 description = "Argon2 for Python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
 argon2-cffi-bindings = "*"
 
-[package.extras]
-dev = ["argon2-cffi[tests,typing]", "tox (>4)"]
-docs = ["furo", "myst-parser", "sphinx", "sphinx-copybutton", "sphinx-notfound-page"]
-tests = ["hypothesis", "pytest"]
-typing = ["mypy"]
-
 [[package]]
 name = "argon2-cffi-bindings"
-version = "21.2.0"
+version = "25.1.0"
 description = "Low-level CFFI bindings for Argon2"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.9"
 groups = ["main"]
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 ]
 
 [package.dependencies]
-cffi = ">=1.0.1"
+cffi = [
+    {version = ">=1.0.1", markers = "python_version < \"3.14\""},
+    {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
+]
 
-[package.extras]
-dev = ["cogapp", "pre-commit", "pytest", "wheel"]
-tests = ["pytest"]
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
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+]
 
 [[package]]
 name = "attrs"
-version = "25.1.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
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 description = "Composable command line interface toolkit"
 optional = false
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 [package.dependencies]
@@ -493,60 +532,79 @@ url = "../../libs/common"
 
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 [[package]]
@@ -571,62 +629,64 @@ typing-extensions = ">=4.4.0"
 
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 [package.dependencies]
@@ -640,104 +700,142 @@ standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "htt
 
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 [[package]]
@@ -760,88 +858,97 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
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 description = "HTTP/2-based RPC framework"
 optional = false
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 [[package]]
 name = "h11"
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 [[package]]
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 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
 [package.extras]
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-c = ["psycopg-c (==3.2.9)"]
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 [package.dependencies]
-typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
+typing-extensions = ">=4.14.1"
 
 [[package]]
 name = "pygments"
@@ -1561,19 +1764,19 @@ six = ">=1.5"
 
 [[package]]
 name = "requests"
-version = "2.32.3"
+version = "2.32.5"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
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 idna = ">=2.5,<4"
 urllib3 = ">=1.21.1,<3"
 
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 [[package]]
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+version = "0.9.10"
 description = "An extremely fast Python linter and code formatter, written in Rust."
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 python-versions = ">=3.7"
 groups = ["dev"]
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 ]
 
 [[package]]
@@ -1635,14 +1838,14 @@ files = [
 
 [[package]]
 name = "starlette"
-version = "0.46.0"
+version = "0.46.2"
 description = "The little ASGI library that shines."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.dependencies]
@@ -1653,57 +1856,66 @@ full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart
 
 [[package]]
 name = "structlog"
-version = "25.1.0"
+version = "25.4.0"
 description = "Structured Logging for Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
-[package.extras]
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-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-mermaid", "sphinxext-opengraph", "twisted"]
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-typing = ["mypy (>=1.4)", "rich", "twisted"]
-
 [[package]]
 name = "typing-extensions"
-version = "4.12.2"
-description = "Backported and Experimental Type Hints for Python 3.8+"
+version = "4.15.0"
+description = "Backported and Experimental Type Hints for Python 3.9+"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main", "dev"]
 files = [
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 ]
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "tzdata"
-version = "2025.1"
+version = "2025.2"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 groups = ["main"]
 markers = "sys_platform == \"win32\""
 files = [
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 ]
 
 [[package]]
 name = "urllib3"
-version = "2.3.0"
+version = "2.5.0"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1714,14 +1926,14 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "uvicorn"
-version = "0.34.0"
+version = "0.34.3"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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 [package.dependencies]
@@ -1729,106 +1941,154 @@ click = ">=7.0"
 h11 = ">=0.8"
 
 [package.extras]
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+    {file = "yarl-1.22.0-cp314-cp314-win_arm64.whl", hash = "sha256:8218f4e98d3c10d683584cb40f0424f4b9fd6e95610232dd75e13743b070ee33"},
+    {file = "yarl-1.22.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1"},
+    {file = "yarl-1.22.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca"},
+    {file = "yarl-1.22.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:334b8721303e61b00019474cc103bdac3d7b1f65e91f0bfedeec2d56dfe74b53"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c"},
+    {file = "yarl-1.22.0-cp314-cp314t-win32.whl", hash = "sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e"},
+    {file = "yarl-1.22.0-cp314-cp314t-win_amd64.whl", hash = "sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27"},
+    {file = "yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3aa27acb6de7a23785d81557577491f6c38a5209a254d1191519d07d8fe51748"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:af74f05666a5e531289cb1cc9c883d1de2088b8e5b4de48004e5ca8a830ac859"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:62441e55958977b8167b2709c164c91a6363e25da322d87ae6dd9c6019ceecf9"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b580e71cac3f8113d3135888770903eaf2f507e9421e5697d6ee6d8cd1c7f054"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e81fda2fb4a07eda1a2252b216aa0df23ebcd4d584894e9612e80999a78fd95b"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:99b6fc1d55782461b78221e95fc357b47ad98b041e8e20f47c1411d0aacddc60"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:088e4e08f033db4be2ccd1f34cf29fe994772fb54cfe004bbf54db320af56890"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e4e1f6f0b4da23e61188676e3ed027ef0baa833a2e633c29ff8530800edccba"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:84fc3ec96fce86ce5aa305eb4aa9358279d1aa644b71fab7b8ed33fe3ba1a7ca"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:5dbeefd6ca588b33576a01b0ad58aa934bc1b41ef89dee505bf2932b22ddffba"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14291620375b1060613f4aab9ebf21850058b6b1b438f386cc814813d901c60b"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a4fcfc8eb2c34148c118dfa02e6427ca278bfd0f3df7c5f99e33d2c0e81eae3e"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:029866bde8d7b0878b9c160e72305bbf0a7342bcd20b9999381704ae03308dc8"},
+    {file = "yarl-1.22.0-cp39-cp39-win32.whl", hash = "sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b"},
+    {file = "yarl-1.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed"},
+    {file = "yarl-1.22.0-cp39-cp39-win_arm64.whl", hash = "sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2"},
+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
 
 [package.dependencies]
 idna = ">=2.0"
 multidict = ">=4.0"
-propcache = ">=0.2.0"
+propcache = ">=0.2.1"
 
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "b8d4350ac339a3adccc34529504ec6a1b56dc3dd0fddce8c1277279f9cf5ab06"
+content-hash = "e86a1b26132b1f403e9df45eabe468494a34b3f48ce7e393a82ed018c1854b54"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index c17cc44..21d8fc3 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -9,8 +9,8 @@ python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
 dapr = "1.16.0"
-dapr-ext-fastapi = "1.15.0"
-dapr-ext-workflow = "1.15.0"
+dapr-ext-fastapi = "1.16.0"
+dapr-ext-workflow = "1.16.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 typing-extensions = "^4.12.2"
@@ -22,6 +22,7 @@ psycopg = {extras = ["pool"], version = "^3.2.9"}
 pypdf2 = "^3.0.1"
 olefile = "^0.47"
 msoffcrypto-tool = "^5.4.2"
+protobuf = "6.31.1"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
index 05dc653..010ad92 100644
--- a/projects/file_enrichment/file_enrichment/tracing.py
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -1,50 +1,89 @@
-import os
-from importlib.metadata import version
+# import os
+# from importlib.metadata import version
 
-from opentelemetry import trace
-from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
-from opentelemetry.sdk.resources import Resource
-from opentelemetry.sdk.trace import TracerProvider
-from opentelemetry.sdk.trace.export import BatchSpanProcessor
-from opentelemetry.semconv.resource import ResourceAttributes
+# from opentelemetry import trace
+# from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+# from opentelemetry.sdk.resources import Resource
+# from opentelemetry.sdk.trace import TracerProvider
+# from opentelemetry.sdk.trace.export import BatchSpanProcessor
+# from opentelemetry.semconv.resource import ResourceAttributes
+
+from typing import Any, Optional
+from contextlib import contextmanager
 
 
-def get_instance_id():
-    hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
-    pid = os.getpid()  # Uvicorn/Gunicorn worker PID
-    return f"{hostname}-{pid}"
+class NoOpSpan:
+    """No-op span for when tracing is disabled."""
+
+    def set_attribute(self, key: str, value: Any) -> None:
+        pass
+
+    def set_attributes(self, attributes: dict) -> None:
+        pass
+
+    def add_event(self, name: str, attributes: Optional[dict] = None) -> None:
+        pass
+
+    def set_status(self, status: Any) -> None:
+        pass
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        pass
+
+
+class NoOpTracer:
+    """No-op tracer for when tracing is disabled."""
+
+    @contextmanager
+    def start_as_current_span(self, name: str, **kwargs):
+        yield NoOpSpan()
+
+    def start_span(self, name: str, **kwargs):
+        return NoOpSpan()
+
+
+# def get_instance_id():
+#     hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
+#     pid = os.getpid()  # Uvicorn/Gunicorn worker PID
+#     return f"{hostname}-{pid}"
 
 
 def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
-    """Initialize and return an OpenTelemetry tracer with the specified name."""
+    """Return a no-op tracer (OpenTelemetry temporarily disabled to avoid dependency conflicts)."""
+    return NoOpTracer()
 
-    # Check if tracer provider is already set
-    current_provider = trace.get_tracer_provider()
-    if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
-        # Tracer provider already configured, just return the tracer
-        return current_provider.get_tracer(tracer_name)
-
-    resource = Resource.create(
-        {
-            ResourceAttributes.SERVICE_NAME: "file-enrichment-controller",
-            ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
-            ResourceAttributes.SERVICE_VERSION: version("file_enrichment"),
-            ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
-        }
-    )
-
-    # Only setup OTLP exporter if monitoring is enabled
-    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
-        otlp_exporter = OTLPSpanExporter(
-            insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
-        )
-
-        trace_provider = TracerProvider(resource=resource)
-        span_processor = BatchSpanProcessor(otlp_exporter)
-        trace_provider.add_span_processor(span_processor)
-        trace.set_tracer_provider(trace_provider)
-    else:
-        trace_provider = TracerProvider(resource=resource)
-        trace.set_tracer_provider(trace_provider)
-
-    return trace_provider.get_tracer(tracer_name)
+    # """Initialize and return an OpenTelemetry tracer with the specified name."""
+    #
+    # # Check if tracer provider is already set
+    # current_provider = trace.get_tracer_provider()
+    # if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
+    #     # Tracer provider already configured, just return the tracer
+    #     return current_provider.get_tracer(tracer_name)
+    #
+    # resource = Resource.create(
+    #     {
+    #         ResourceAttributes.SERVICE_NAME: "file-enrichment-controller",
+    #         ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
+    #         ResourceAttributes.SERVICE_VERSION: version("file_enrichment"),
+    #         ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
+    #     }
+    # )
+    #
+    # # Only setup OTLP exporter if monitoring is enabled
+    # if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
+    #     otlp_exporter = OTLPSpanExporter(
+    #         insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
+    #     )
+    #
+    #     trace_provider = TracerProvider(resource=resource)
+    #     span_processor = BatchSpanProcessor(otlp_exporter)
+    #     trace_provider.add_span_processor(span_processor)
+    #     trace.set_tracer_provider(trace_provider)
+    # else:
+    #     trace_provider = TracerProvider(resource=resource)
+    #     trace.set_tracer_provider(trace_provider)
+    #
+    # return trace_provider.get_tracer(tracer_name)
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index b0b8543..b283c1c 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -31,98 +31,132 @@ files = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.15"
+version = "3.13.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:b6fc902bff74d9b1879ad55f5404153e2b33a82e72a95c89cec5eb6cc9e92fbc"},
-    {file = "aiohttp-3.12.15-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af"},
-    {file = "aiohttp-3.12.15-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:40b3fee496a47c3b4a39a731954c06f0bd9bd3e8258c059a4beb76ac23f8e421"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2ce13fcfb0bb2f259fb42106cdc63fa5515fb85b7e87177267d89a771a660b79"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:3beb14f053222b391bf9cf92ae82e0171067cc9c8f52453a0f1ec7c37df12a77"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:4c39e87afe48aa3e814cac5f535bc6199180a53e38d3f51c5e2530f5aa4ec58c"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:d5f1b4ce5bc528a6ee38dbf5f39bbf11dd127048726323b72b8e85769319ffc4"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1004e67962efabbaf3f03b11b4c43b834081c9e3f9b32b16a7d97d4708a9abe6"},
-    {file = "aiohttp-3.12.15-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:8faa08fcc2e411f7ab91d1541d9d597d3a90e9004180edb2072238c085eac8c2"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:fe086edf38b2222328cdf89af0dde2439ee173b8ad7cb659b4e4c6f385b2be3d"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_armv7l.whl", hash = "sha256:79b26fe467219add81d5e47b4a4ba0f2394e8b7c7c3198ed36609f9ba161aecb"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_i686.whl", hash = "sha256:b761bac1192ef24e16706d761aefcb581438b34b13a2f069a6d343ec8fb693a5"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:e153e8adacfe2af562861b72f8bc47f8a5c08e010ac94eebbe33dc21d677cd5b"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:fc49c4de44977aa8601a00edbf157e9a421f227aa7eb477d9e3df48343311065"},
-    {file = "aiohttp-3.12.15-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:2776c7ec89c54a47029940177e75c8c07c29c66f73464784971d6a81904ce9d1"},
-    {file = "aiohttp-3.12.15-cp310-cp310-win32.whl", hash = "sha256:2c7d81a277fa78b2203ab626ced1487420e8c11a8e373707ab72d189fcdad20a"},
-    {file = "aiohttp-3.12.15-cp310-cp310-win_amd64.whl", hash = "sha256:83603f881e11f0f710f8e2327817c82e79431ec976448839f3cd05d7afe8f830"},
-    {file = "aiohttp-3.12.15-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d3ce17ce0220383a0f9ea07175eeaa6aa13ae5a41f30bc61d84df17f0e9b1117"},
-    {file = "aiohttp-3.12.15-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:010cc9bbd06db80fe234d9003f67e97a10fe003bfbedb40da7d71c1008eda0fe"},
-    {file = "aiohttp-3.12.15-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:3f9d7c55b41ed687b9d7165b17672340187f87a773c98236c987f08c858145a9"},
-    {file = "aiohttp-3.12.15-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:bc4fbc61bb3548d3b482f9ac7ddd0f18c67e4225aaa4e8552b9f1ac7e6bda9e5"},
-    {file = "aiohttp-3.12.15-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:7fbc8a7c410bb3ad5d595bb7118147dfbb6449d862cc1125cf8867cb337e8728"},
-    {file = "aiohttp-3.12.15-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:74dad41b3458dbb0511e760fb355bb0b6689e0630de8a22b1b62a98777136e16"},
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+    {file = "aiohttp-3.13.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:4b14bfae90598d331b5061fd15a7c290ea0c15b34aeb1cf620464bb5ec02a602"},
+    {file = "aiohttp-3.13.0-cp39-cp39-win32.whl", hash = "sha256:cf7a4b976da219e726d0043fc94ae8169c0dba1d3a059b3c1e2c964bafc5a77d"},
+    {file = "aiohttp-3.13.0-cp39-cp39-win_amd64.whl", hash = "sha256:6b9697d15231aeaed4786f090c9c8bc3ab5f0e0a6da1e76c135a310def271020"},
+    {file = "aiohttp-3.13.0.tar.gz", hash = "sha256:378dbc57dd8cf341ce243f13fa1fa5394d68e2e02c15cd5f28eae35a70ec7f67"},
 ]
 
 [package.dependencies]
@@ -135,7 +169,7 @@ propcache = ">=0.2.0"
 yarl = ">=1.17.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi"]
+speedups = ["Brotli", "aiodns (>=3.3.0)", "brotlicffi", "zstandard"]
 
 [[package]]
 name = "aiosignal"
@@ -282,21 +316,6 @@ cffi = [
     {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
 ]
 
-[[package]]
-name = "asgiref"
-version = "3.9.2"
-description = "ASGI specs, helper code, and adapters"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "asgiref-3.9.2-py3-none-any.whl", hash = "sha256:0b61526596219d70396548fc003635056856dba5d0d086f86476f10b33c75960"},
-    {file = "asgiref-3.9.2.tar.gz", hash = "sha256:a0249afacb66688ef258ffe503528360443e2b9a8d8c4581b6ebefa58c841ef1"},
-]
-
-[package.extras]
-tests = ["mypy (>=1.14.0)", "pytest", "pytest-asyncio"]
-
 [[package]]
 name = "asn1crypto"
 version = "1.5.1"
@@ -327,6 +346,18 @@ asysocks = ">=0.2.17"
 minikerberos = ">=0.4.7"
 unicrypto = ">=0.0.10"
 
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
+    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -410,24 +441,16 @@ h11 = ">=0.14.0"
 
 [[package]]
 name = "attrs"
-version = "25.3.0"
+version = "25.4.0"
 description = "Classes Without Boilerplate"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "attrs-25.3.0-py3-none-any.whl", hash = "sha256:427318ce031701fea540783410126f03899a97ffc6f61596ad581ac2e40e3bc3"},
-    {file = "attrs-25.3.0.tar.gz", hash = "sha256:75d7cefc7fb576747b2c81b4442d4d4a1ce0900973527c011d1030fd3bf4af1b"},
+    {file = "attrs-25.4.0-py3-none-any.whl", hash = "sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373"},
+    {file = "attrs-25.4.0.tar.gz", hash = "sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11"},
 ]
 
-[package.extras]
-benchmark = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-codspeed", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-cov = ["cloudpickle", "coverage[toml] (>=5.3)", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-dev = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pre-commit-uv", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
-tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"]
-tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"]
-
 [[package]]
 name = "binaryornot"
 version = "0.4.4"
@@ -634,14 +657,14 @@ cffi = ">=1.0.0"
 
 [[package]]
 name = "certifi"
-version = "2025.8.3"
+version = "2025.10.5"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "certifi-2025.8.3-py3-none-any.whl", hash = "sha256:f6c12493cfb1b06ba2ff328595af9350c65d6644968e5d3a2ffd78699af217a5"},
-    {file = "certifi-2025.8.3.tar.gz", hash = "sha256:e564105f78ded564e3ae7c923924435e1daa7463faeab5bb932bc53ffae63407"},
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
 ]
 
 [[package]]
@@ -1035,54 +1058,36 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
-    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
 [[package]]
 name = "dapr-ext-workflow"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr Python SDK Workflow Authoring Extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-workflow-1.15.0.tar.gz", hash = "sha256:c05508005a7bbd54968a4b626a3e2034e5c841b85e7a67be7f2b80b3d006345b"},
-    {file = "dapr_ext_workflow-1.15.0-py3-none-any.whl", hash = "sha256:2c2d2c63a8fed92e01417328a54e140775b170d3994b1f0fb54346bb50ad17dd"},
+    {file = "dapr-ext-workflow-1.16.0.tar.gz", hash = "sha256:7487d174394d305e668784f4bac2dcecc757a1e0a8ddf6e5e1cb32c0a887be78"},
+    {file = "dapr_ext_workflow-1.16.0-py3-none-any.whl", hash = "sha256:028f6b3a340a5a8f0b061eacdef60de1ce52de2340f9636f517f799f73437ee8"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
-durabletask-dapr = ">=0.2.0a7"
-
-[[package]]
-name = "deprecated"
-version = "1.2.18"
-description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
-optional = false
-python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
-groups = ["main"]
-files = [
-    {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
-    {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
-]
-
-[package.dependencies]
-wrapt = ">=1.10,<2"
-
-[package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
+dapr = ">=1.16.0"
+durabletask-dapr = ">=0.2.0a8"
 
 [[package]]
 name = "dnfile"
@@ -1139,18 +1144,20 @@ python-registry = "*"
 
 [[package]]
 name = "durabletask-dapr"
-version = "0.2.0a7"
+version = "0.2.0a8"
 description = "A Durable Task Client SDK for Python"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "durabletask_dapr-0.2.0a7-py3-none-any.whl", hash = "sha256:a13b410ee8404882984d8e442a27d06570face32ca2d3c60c73b7377013ea1e9"},
-    {file = "durabletask_dapr-0.2.0a7.tar.gz", hash = "sha256:72fdb1055dbf47be3c9f24812fb41902e14ed27f19ccbd7af1372c4bad74963f"},
+    {file = "durabletask_dapr-0.2.0a8-py3-none-any.whl", hash = "sha256:a5d13378f234d3c44c48e4f9df32b4a688b1a8dbe6f0a29daaa15eacd321c407"},
+    {file = "durabletask_dapr-0.2.0a8.tar.gz", hash = "sha256:56d7508ce1b6fada3e344faeb836ef9fcc3460200f8257300782ddcd114194f0"},
 ]
 
 [package.dependencies]
+asyncio = "*"
 grpcio = "*"
+protobuf = "*"
 
 [[package]]
 name = "easygui"
@@ -1210,6 +1217,7 @@ develop = true
 [package.dependencies]
 asyncpg = "^0.30.0"
 common = {path = "../common", develop = true}
+dapr = "1.16.0"
 dnfile = "^0.15.1"
 impacket = "^0.12.0"
 lnkparse3 = "^1.5.0"
@@ -1269,116 +1277,142 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "frozenlist"
-version = "1.7.0"
+version = "1.8.0"
 description = "A list-like structure which implements collections.abc.MutableSequence"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [[package]]
@@ -1401,87 +1435,97 @@ grpc = ["grpcio (>=1.44.0,<2.0.0)"]
 
 [[package]]
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 typing-extensions = ">=4.12,<5.0"
 
 [package.extras]
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 [[package]]
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 description = "Status proto mapping for gRPC"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
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-protobuf = ">=5.26.1,<6.0dev"
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 [[package]]
 name = "h11"
@@ -1534,30 +1578,6 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 setuptools = "*"
 six = "*"
 
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-
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 [[package]]
@@ -1783,73 +1819,101 @@ pyyaml = "*"
 
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 description = "Safely add untrusted strings to HTML/XML markup."
 optional = false
 python-versions = ">=3.9"
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 python-versions = ">=3.9"
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 ]
 
 [[package]]
@@ -2092,6 +2192,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dapr = "1.16.0"
 dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
@@ -2139,197 +2240,6 @@ pyparsing = ">=2.1.0,<4"
 [package.extras]
 full = ["XLMMacroDeobfuscator"]
 
-[[package]]
-name = "opentelemetry-api"
-version = "1.30.0"
-description = "OpenTelemetry Python API"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-
-[package.dependencies]
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-importlib-metadata = ">=6.0,<=8.5.0"
-
-[[package]]
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-version = "1.30.0"
-description = "OpenTelemetry Protobuf encoding"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-
-[package.dependencies]
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-
-[[package]]
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-version = "1.30.0"
-description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-opentelemetry-proto = "1.30.0"
-opentelemetry-sdk = ">=1.30.0,<1.31.0"
-
-[[package]]
-name = "opentelemetry-exporter-zipkin-json"
-version = "1.37.0"
-description = "Zipkin Span JSON Exporter for OpenTelemetry"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
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-[package.dependencies]
-opentelemetry-api = ">=1.3,<2.0"
-opentelemetry-sdk = ">=1.11,<2.0"
-requests = ">=2.7,<3.0"
-
-[[package]]
-name = "opentelemetry-instrumentation"
-version = "0.51b0"
-description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-
-[package.dependencies]
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-packaging = ">=18.0"
-wrapt = ">=1.0.0,<2.0.0"
-
-[[package]]
-name = "opentelemetry-instrumentation-asgi"
-version = "0.51b0"
-description = "ASGI instrumentation for OpenTelemetry"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-[package.dependencies]
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-opentelemetry-semantic-conventions = "0.51b0"
-opentelemetry-util-http = "0.51b0"
-
-[package.extras]
-instruments = ["asgiref (>=3.0,<4.0)"]
-
-[[package]]
-name = "opentelemetry-instrumentation-fastapi"
-version = "0.51b0"
-description = "OpenTelemetry FastAPI Instrumentation"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-[package.dependencies]
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-opentelemetry-semantic-conventions = "0.51b0"
-opentelemetry-util-http = "0.51b0"
-
-[package.extras]
-instruments = ["fastapi (>=0.58,<1.0)"]
-
-[[package]]
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-version = "1.30.0"
-description = "OpenTelemetry Python Proto"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-[package.dependencies]
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-
-[[package]]
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-description = "OpenTelemetry Python SDK"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
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-[package.dependencies]
-opentelemetry-api = "1.30.0"
-opentelemetry-semantic-conventions = "0.51b0"
-typing-extensions = ">=3.7.4"
-
-[[package]]
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-version = "0.51b0"
-description = "OpenTelemetry Semantic Conventions"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-
-[package.dependencies]
-deprecated = ">=1.2.6"
-opentelemetry-api = "1.30.0"
-
-[[package]]
-name = "opentelemetry-util-http"
-version = "0.51b0"
-description = "Web util for OpenTelemetry"
-optional = false
-python-versions = ">=3.8"
-groups = ["main"]
-files = [
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-]
-
 [[package]]
 name = "oscrypto"
 version = "1.3.0"
@@ -2351,7 +2261,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["main", "dev"]
+groups = ["dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
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@@ -2433,131 +2343,153 @@ wcwidth = "*"
 
 [[package]]
 name = "propcache"
-version = "0.3.2"
+version = "0.4.1"
 description = "Accelerated property cache"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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+    {file = "yarl-1.22.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:45c2842ff0e0d1b35a6bf1cd6c690939dacb617a70827f715232b2e0494d55d1"},
+    {file = "yarl-1.22.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:d947071e6ebcf2e2bee8fce76e10faca8f7a14808ca36a910263acaacef08eca"},
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+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:1e7ce67c34138a058fd092f67d07a72b8e31ff0c9236e751957465a24b28910c"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:d77e1b2c6d04711478cb1c4ab90db07f1609ccf06a287d5607fcd90dc9863acf"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:c4647674b6150d2cae088fc07de2738a84b8bcedebef29802cf0b0a82ab6face"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:efb07073be061c8f79d03d04139a80ba33cbd390ca8f0297aae9cce6411e4c6b"},
+    {file = "yarl-1.22.0-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e51ac5435758ba97ad69617e13233da53908beccc6cfcd6c34bbed8dcbede486"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:33e32a0dd0c8205efa8e83d04fc9f19313772b78522d1bdc7d9aed706bfd6138"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_armv7l.whl", hash = "sha256:bf4a21e58b9cde0e401e683ebd00f6ed30a06d14e93f7c8fd059f8b6e8f87b6a"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_ppc64le.whl", hash = "sha256:e4b582bab49ac33c8deb97e058cd67c2c50dac0dd134874106d9c774fd272529"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_s390x.whl", hash = "sha256:0b5bcc1a9c4839e7e30b7b30dd47fe5e7e44fb7054ec29b5bb8d526aa1041093"},
+    {file = "yarl-1.22.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:c0232bce2170103ec23c454e54a57008a9a72b5d1c3105dc2496750da8cfa47c"},
+    {file = "yarl-1.22.0-cp314-cp314t-win32.whl", hash = "sha256:8009b3173bcd637be650922ac455946197d858b3630b6d8787aa9e5c4564533e"},
+    {file = "yarl-1.22.0-cp314-cp314t-win_amd64.whl", hash = "sha256:9fb17ea16e972c63d25d4a97f016d235c78dd2344820eb35bc034bc32012ee27"},
+    {file = "yarl-1.22.0-cp314-cp314t-win_arm64.whl", hash = "sha256:9f6d73c1436b934e3f01df1e1b21ff765cd1d28c77dfb9ace207f746d4610ee1"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_universal2.whl", hash = "sha256:3aa27acb6de7a23785d81557577491f6c38a5209a254d1191519d07d8fe51748"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:af74f05666a5e531289cb1cc9c883d1de2088b8e5b4de48004e5ca8a830ac859"},
+    {file = "yarl-1.22.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:62441e55958977b8167b2709c164c91a6363e25da322d87ae6dd9c6019ceecf9"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:b580e71cac3f8113d3135888770903eaf2f507e9421e5697d6ee6d8cd1c7f054"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_armv7l.manylinux_2_17_armv7l.manylinux_2_31_armv7l.whl", hash = "sha256:e81fda2fb4a07eda1a2252b216aa0df23ebcd4d584894e9612e80999a78fd95b"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:99b6fc1d55782461b78221e95fc357b47ad98b041e8e20f47c1411d0aacddc60"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:088e4e08f033db4be2ccd1f34cf29fe994772fb54cfe004bbf54db320af56890"},
+    {file = "yarl-1.22.0-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:2e4e1f6f0b4da23e61188676e3ed027ef0baa833a2e633c29ff8530800edccba"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:84fc3ec96fce86ce5aa305eb4aa9358279d1aa644b71fab7b8ed33fe3ba1a7ca"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_armv7l.whl", hash = "sha256:5dbeefd6ca588b33576a01b0ad58aa934bc1b41ef89dee505bf2932b22ddffba"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:14291620375b1060613f4aab9ebf21850058b6b1b438f386cc814813d901c60b"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_s390x.whl", hash = "sha256:a4fcfc8eb2c34148c118dfa02e6427ca278bfd0f3df7c5f99e33d2c0e81eae3e"},
+    {file = "yarl-1.22.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:029866bde8d7b0878b9c160e72305bbf0a7342bcd20b9999381704ae03308dc8"},
+    {file = "yarl-1.22.0-cp39-cp39-win32.whl", hash = "sha256:4dcc74149ccc8bba31ce1944acee24813e93cfdee2acda3c172df844948ddf7b"},
+    {file = "yarl-1.22.0-cp39-cp39-win_amd64.whl", hash = "sha256:10619d9fdee46d20edc49d3479e2f8269d0779f1b031e6f7c2aa1c76be04b7ed"},
+    {file = "yarl-1.22.0-cp39-cp39-win_arm64.whl", hash = "sha256:dd7afd3f8b0bfb4e0d9fc3c31bfe8a4ec7debe124cfd90619305def3c8ca8cd2"},
+    {file = "yarl-1.22.0-py3-none-any.whl", hash = "sha256:1380560bdba02b6b6c90de54133c81c9f2a453dee9912fe58c1dcced1edb7cff"},
+    {file = "yarl-1.22.0.tar.gz", hash = "sha256:bebf8557577d4401ba8bd9ff33906f1376c877aa78d1fe216ad01b4d6745af71"},
 ]
 
 [package.dependencies]
@@ -4167,27 +4068,7 @@ idna = ">=2.0"
 multidict = ">=4.0"
 propcache = ">=0.2.1"
 
-[[package]]
-name = "zipp"
-version = "3.23.0"
-description = "Backport of pathlib-compatible object wrapper for zip files"
-optional = false
-python-versions = ">=3.9"
-groups = ["main"]
-files = [
-    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
-    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
-]
-
-[package.extras]
-check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
-cover = ["pytest-cov"]
-doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
-enabler = ["pytest-enabler (>=2.2)"]
-test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
-type = ["pytest-mypy"]
-
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "1cee66b48a654764ed1f0dd5f59917bda288551b6a5a42dc562c033c5f259be7"
+content-hash = "e0b1bfb8fcd81aad41532fb32009af736f75119e21d953ec400c5e0b28e8640a"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index 1d755e4..ca42ad8 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -27,23 +27,18 @@ file_enrichment_modules = { path = "../../libs/file_enrichment_modules", develop
 structlog = "^25.1.0"
 colorlog = "^6.9.0"
 psycopg = {extras = ["pool"], version = "^3.2.9"}
-opentelemetry-instrumentation-fastapi = "^0.51b0"
-opentelemetry-api = "^1.30.0"
-opentelemetry-sdk = "^1.30.0"
-opentelemetry-instrumentation = "^0.51b0"
-opentelemetry-exporter-zipkin-json = "^1.30.0"
-opentelemetry-exporter-otlp-proto-grpc = "^1.30.0"
 pyarrow = "^19.0.1"
 msoffcrypto-tool = "^5.4.2"
 oletools = "^0.60.2"
 pypykatz = "^0.6.11"
 cryptography = "^42.0.8"
-dapr-ext-workflow = "1.15.0"
 uvicorn = "^0.37.0"
-dapr-ext-fastapi = "1.15.0"
-durabletask-dapr = "0.2.0a7"
 regipy = "^5.2.0"
+dapr-ext-fastapi = "1.16.0"
+dapr-ext-workflow = "1.16.0"
 dapr = "1.16.0"
+durabletask-dapr = "0.2.0a8"
+protobuf = "6.31.1"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/housekeeping/poetry.lock b/projects/housekeeping/poetry.lock
index c9e1e89..22ed707 100644
--- a/projects/housekeeping/poetry.lock
+++ b/projects/housekeeping/poetry.lock
@@ -439,18 +439,18 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
-    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
@@ -1548,4 +1548,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "049dee041e2614ae885ecc79e51e340eacb06a1a0c7dd6ecc0faa6a2dbb6357a"
+content-hash = "5946d83352f22d0c984e80172fda169a472353c678f5303bc97999dea3763278"
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index aef3326..7b33fb8 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -9,7 +9,7 @@ python = ">=3.12,<4.0"
 fastapi = "^0.115.6"
 uvicorn = "^0.34.0"
 dapr = "1.16.0"
-dapr-ext-fastapi = "1.15.0"
+dapr-ext-fastapi = "1.16.0"
 structlog = "^25.1.0"
 pydantic = "^2.10.4"
 psycopg = "^3.2.4"
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 65045a2..18f5505 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -645,18 +645,18 @@ typing-extensions = ">=4.4.0"
 
 [[package]]
 name = "dapr-ext-fastapi"
-version = "1.15.0"
+version = "1.16.0"
 description = "The official release of Dapr FastAPI extension."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
-    {file = "dapr-ext-fastapi-1.15.0.tar.gz", hash = "sha256:d5411d24c6dcc256041b29383caa95d6024e58ab094ad24f7e72b9396bc245b0"},
-    {file = "dapr_ext_fastapi-1.15.0-py3-none-any.whl", hash = "sha256:429f15345a4b2fb89586fe691d9c8addba0001246c54cf0fc7e5c7c3a6075c97"},
+    {file = "dapr-ext-fastapi-1.16.0.tar.gz", hash = "sha256:10108c3831ae2164c1589c86e6b86fe8ee146650514961841d9ab5eb783f4a76"},
+    {file = "dapr_ext_fastapi-1.16.0-py3-none-any.whl", hash = "sha256:9dcc0aaceb361c5132295450a71d4f9ddec09ab5848dbfe2a8b0cf9050fd903e"},
 ]
 
 [package.dependencies]
-dapr = ">=1.15.0"
+dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
@@ -3398,4 +3398,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "62e8e433dbffbd2fef7d1bcad64daaa2f99007ec73d70940f15212960f7a4235"
+content-hash = "6024f6ec7da328a006c5539e9d7cceb900258d5d8b03d6b48997964ed1b76035"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index 4131214..776ef5c 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -19,7 +19,7 @@ nemesis_dpapi = { path = "../../libs/nemesis_dpapi", develop = true }
 tomli = "^2.2.1"
 asyncpg = "^0.30.0"
 requests = "^2.32.3"
-dapr-ext-fastapi = "1.15.0"
+dapr-ext-fastapi = "1.16.0"
 psycopg = {extras = ["pool"], version = "^3.2.9"}
 pytsk3 = "^20250312"
 watchdog = "^6.0.0"

From a0fa19236bb227ec684fd0319785c04260d6a040 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 19:05:48 -0700
Subject: [PATCH 141/279] fix missing MasterKey arg

---
 .../file_enrichment_modules/lsass_dump/analyzer.py             | 3 ++-
 projects/file_enrichment/file_enrichment/routes/dpapi.py       | 2 ++
 2 files changed, 4 insertions(+), 1 deletion(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 33fec20..541ae57 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -12,7 +12,7 @@ from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager, MasterKey
+from nemesis_dpapi import DpapiManager, MasterKey, UserAccountType
 from pypykatz.pypykatz import pypykatz
 
 if TYPE_CHECKING:
@@ -241,6 +241,7 @@ class LsassDumpParser(EnrichmentModule):
 
                             mk = MasterKey(
                                 guid=UUID(str(cred.key_guid)),
+                                user_account_type=UserAccountType.UNKNOWN,
                                 plaintext_key=masterkey_bytes,
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 3e76b96..18fd1a9 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -31,6 +31,7 @@ from nemesis_dpapi import (
     Password,
     Pbkdf2Hash,
     Sha1Hash,
+    UserAccountType,
 )
 from nemesis_dpapi.eventing import (
     DpapiEvent,
@@ -245,6 +246,7 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
 
         masterkey = MasterKey(
             guid=masterkey_guid,
+            user_account_type=UserAccountType.UNKNOWN,
             plaintext_key=masterkey_data,
             plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
         )

From 3d3e76418a10559acf5ac302488f086ba0a5246f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 19:33:11 -0700
Subject: [PATCH 142/279] fix agents container

---
 projects/agents/Dockerfile | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/projects/agents/Dockerfile b/projects/agents/Dockerfile
index 4e02cb4..fc9c2a7 100644
--- a/projects/agents/Dockerfile
+++ b/projects/agents/Dockerfile
@@ -70,6 +70,18 @@ RUN poetry bundle venv --python=/usr/bin/python3 --only=main /venv
 
 # FROM nemesis-python-base-prod AS prod
 FROM ${PYTHON_BASE_PROD_IMAGE} AS prod
+
+# Install runtime dependencies for psycopg and .NET
+RUN apt-get update && \
+    apt-get install -y libpq5 libicu72 && \
+    apt-get clean && \
+    rm -rf /var/lib/apt/lists/*
+
+# Copy .NET runtime from base stage
+ENV DOTNET_ROOT=/usr/local/dotnet \
+    PATH=/usr/local/dotnet:$PATH
+COPY --from=base /usr/local/dotnet /usr/local/dotnet
+
 COPY --from=bundle /venv /venv
 
 

From 83929fa1f037f6b444753b4dda4fcf95ea792358 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 19:39:12 -0700
Subject: [PATCH 143/279] agents linting

---
 projects/agents/agents/agent_manager.py       |  1 -
 projects/agents/agents/helpers.py             |  3 +--
 projects/agents/agents/litellm_startup.py     |  5 ++---
 projects/agents/agents/model_manager.py       | 16 ++++++--------
 projects/agents/agents/phoenix_cost_sync.py   | 19 ++++++++--------
 projects/agents/agents/schemas.py             | 22 +++++++++----------
 .../agents/tasks/credential_analyzer.py       |  9 ++++----
 .../agents/agents/tasks/dotnet_analyzer.py    |  9 ++++----
 projects/agents/agents/tasks/jwt.py           |  3 +--
 projects/agents/agents/tasks/summarizer.py    |  9 ++++----
 projects/agents/agents/tasks/translate.py     |  9 ++++----
 projects/agents/agents/tasks/validate.py      |  7 +++---
 12 files changed, 50 insertions(+), 62 deletions(-)

diff --git a/projects/agents/agents/agent_manager.py b/projects/agents/agents/agent_manager.py
index 77cf788..5ee2ea2 100644
--- a/projects/agents/agents/agent_manager.py
+++ b/projects/agents/agents/agent_manager.py
@@ -5,7 +5,6 @@ import inspect
 from pathlib import Path
 
 import structlog
-
 from agents.base_agent import BaseAgent
 
 logger = structlog.get_logger(__name__)
diff --git a/projects/agents/agents/helpers.py b/projects/agents/agents/helpers.py
index 40af712..9eed1bb 100644
--- a/projects/agents/agents/helpers.py
+++ b/projects/agents/agents/helpers.py
@@ -1,13 +1,12 @@
 """Rate limit handling for HTTP clients with Retry-After support."""
 import openai
 import structlog
+from agents.litellm_startup import litellm_startup
 from gql import gql
 from httpx import AsyncClient, HTTPStatusError
 from pydantic_ai.retries import AsyncTenacityTransport, wait_retry_after
 from tenacity import AsyncRetrying, retry_if_exception_type, stop_after_attempt, wait_exponential
 
-from agents.litellm_startup import litellm_startup
-
 logger = structlog.get_logger(__name__)
 
 
diff --git a/projects/agents/agents/litellm_startup.py b/projects/agents/agents/litellm_startup.py
index 8eb0c41..2ba510b 100644
--- a/projects/agents/agents/litellm_startup.py
+++ b/projects/agents/agents/litellm_startup.py
@@ -2,7 +2,6 @@
 
 import asyncio
 import os
-from typing import Optional
 
 import aiohttp
 import structlog
@@ -59,7 +58,7 @@ async def wait_for_litellm() -> bool:
     return False
 
 
-async def get_token_from_dapr() -> Optional[str]:
+async def get_token_from_dapr() -> str | None:
     """Retrieve token from Dapr state store"""
     try:
         logger.info(f"Checking Dapr state store for existing token (key: {TOKEN_KEY})...")
@@ -121,7 +120,7 @@ async def validate_token(token: str) -> bool:
     return False
 
 
-async def create_new_token() -> Optional[str]:
+async def create_new_token() -> str | None:
     """Create a new user/token with budget limit"""
     logger.info("Attempting to create new chat service user with budget limit...")
 
diff --git a/projects/agents/agents/model_manager.py b/projects/agents/agents/model_manager.py
index 8007736..bc11aa7 100644
--- a/projects/agents/agents/model_manager.py
+++ b/projects/agents/agents/model_manager.py
@@ -1,12 +1,10 @@
 """Centralized model management for all agent activities."""
-from typing import Optional
 
 import structlog
-from pydantic_ai.models.openai import OpenAIModel
-from pydantic_ai.providers.openai import OpenAIProvider
-
 from agents.helpers import create_rate_limit_client
 from agents.logger import setup_phoenix_llm_tracing
+from pydantic_ai.models.openai import OpenAIModel
+from pydantic_ai.providers.openai import OpenAIProvider
 
 logger = structlog.get_logger(__name__)
 
@@ -14,9 +12,9 @@ logger = structlog.get_logger(__name__)
 class ModelManager:
     """Singleton manager for LLM model instances used across all activities."""
 
-    _model: Optional[OpenAIModel] = None
-    _token: Optional[str] = None
-    _model_name: Optional[str] = None
+    _model: OpenAIModel | None = None
+    _token: str | None = None
+    _model_name: str | None = None
     _base_url: str = "http://litellm:4000/"
     _instrumentation_enabled: bool = False
 
@@ -43,7 +41,7 @@ class ModelManager:
         )
 
     @classmethod
-    def get_model(cls) -> Optional[OpenAIModel]:
+    def get_model(cls) -> OpenAIModel | None:
         """
         Get the shared model instance, creating it if necessary.
 
@@ -79,4 +77,4 @@ class ModelManager:
     @classmethod
     def is_instrumentation_enabled(cls) -> bool:
         """Check if Phoenix LLM instrumentation is enabled."""
-        return cls._instrumentation_enabled
\ No newline at end of file
+        return cls._instrumentation_enabled
diff --git a/projects/agents/agents/phoenix_cost_sync.py b/projects/agents/agents/phoenix_cost_sync.py
index 29b44af..b352f69 100644
--- a/projects/agents/agents/phoenix_cost_sync.py
+++ b/projects/agents/agents/phoenix_cost_sync.py
@@ -1,6 +1,5 @@
 """Sync LiteLLM model pricing to Phoenix for cost tracking."""
 import os
-from typing import Dict, Optional
 
 import asyncpg
 import httpx
@@ -10,7 +9,7 @@ from dapr.clients import DaprClient
 logger = structlog.get_logger(__name__)
 
 
-async def fetch_litellm_model_info(admin_key: str) -> Optional[Dict]:
+async def fetch_litellm_model_info(admin_key: str) -> dict | None:
     """
     Fetch model information including pricing from LiteLLM.
 
@@ -34,7 +33,7 @@ async def fetch_litellm_model_info(admin_key: str) -> Optional[Dict]:
         return None
 
 
-def extract_model_pricing(model_info: Dict, model_name: str = "default") -> Optional[Dict]:
+def extract_model_pricing(model_info: dict, model_name: str = "default") -> dict | None:
     """
     Extract pricing information for a specific model from LiteLLM response.
 
@@ -76,7 +75,7 @@ def extract_model_pricing(model_info: Dict, model_name: str = "default") -> Opti
     return None
 
 
-async def insert_phoenix_model_pricing(database_url: str, model_name: str, pricing: Dict) -> bool:
+async def insert_phoenix_model_pricing(database_url: str, model_name: str, pricing: dict) -> bool:
     """
     Insert model and pricing data directly into Phoenix PostgreSQL database.
 
@@ -98,7 +97,7 @@ async def insert_phoenix_model_pricing(database_url: str, model_name: str, prici
             # First check if model already exists
             existing_model = await conn.fetchrow(
                 """
-                SELECT id FROM generative_models 
+                SELECT id FROM generative_models
                 WHERE name = $1 AND deleted_at IS NULL
                 """,
                 model_name
@@ -117,7 +116,7 @@ async def insert_phoenix_model_pricing(database_url: str, model_name: str, prici
                 # Insert new model into generative_models table
                 model_id = await conn.fetchval(
                     """
-                    INSERT INTO generative_models 
+                    INSERT INTO generative_models
                     (name, name_pattern, provider, is_built_in, created_at, updated_at)
                     VALUES ($1, $2, $3, $4, NOW(), NOW())
                     RETURNING id
@@ -132,7 +131,7 @@ async def insert_phoenix_model_pricing(database_url: str, model_name: str, prici
             # Insert token prices for input tokens
             await conn.execute(
                 """
-                INSERT INTO token_prices 
+                INSERT INTO token_prices
                 (model_id, token_type, is_prompt, base_rate, customization)
                 VALUES ($1, $2, $3, $4, $5)
                 """,
@@ -146,7 +145,7 @@ async def insert_phoenix_model_pricing(database_url: str, model_name: str, prici
             # Insert token prices for output tokens
             await conn.execute(
                 """
-                INSERT INTO token_prices 
+                INSERT INTO token_prices
                 (model_id, token_type, is_prompt, base_rate, customization)
                 VALUES ($1, $2, $3, $4, $5)
                 """,
@@ -201,7 +200,7 @@ async def sync_pricing_to_phoenix(model_name: str = "default") -> bool:
             try:
                 with DaprClient() as client:
                     secret = client.get_secret(
-                        store_name="nemesis-secret-store", 
+                        store_name="nemesis-secret-store",
                         key="LITELLM_ADMIN_KEY"
                     )
                     admin_key = secret.secret.get("LITELLM_ADMIN_KEY")
@@ -254,7 +253,7 @@ async def sync_pricing_to_phoenix(model_name: str = "default") -> bool:
         return False
 
 
-def get_synced_pricing() -> Optional[Dict]:
+def get_synced_pricing() -> dict | None:
     """
     Get the synced pricing information from environment variables.
 
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
index 518a7d6..3b94eaa 100644
--- a/projects/agents/agents/schemas.py
+++ b/projects/agents/agents/schemas.py
@@ -1,5 +1,5 @@
 from enum import Enum
-from typing import Any, Dict, List, Literal, Optional, Union
+from typing import Any, Literal, Union
 
 from pydantic import BaseModel, Field, field_validator
 
@@ -21,11 +21,11 @@ class TriageRequest(BaseModel):
     """Schema for triage workflow input"""
     finding_id: int = Field(..., description="Unique finding identifier")
     finding_name: str = Field(..., description="Name/type of the finding")
-    category: Optional[str] = Field(None, description="Finding category")
-    severity: Optional[Union[int, str]] = Field(None, description="Finding severity level (0-10 or string)")
+    category: str | None = Field(None, description="Finding category")
+    severity: Union[int, str] | None = Field(None, description="Finding severity level (0-10 or string)")
     object_id: str = Field(..., description="Object storage ID")
-    data: List[str] = Field(..., description="Finding data payload")
-    raw_data: Optional[Dict[str, Any]] = Field(None, description="Raw finding data")
+    data: list[str] = Field(..., description="Finding data payload")
+    raw_data: dict[str, Any] | None = Field(None, description="Raw finding data")
     file_path: str = Field(..., description="Path of the file associated with finding")
 
     @field_validator('severity')
@@ -36,8 +36,8 @@ class TriageRequest(BaseModel):
 
         try:
             severity_int = int(v)
-        except (ValueError, TypeError):
-            raise ValueError(f"Severity must be convertible to integer, got: {v}")
+        except (ValueError, TypeError) as e:
+            raise ValueError(f"Severity must be convertible to integer, got: {v}") from e
 
         if not 0 <= severity_int <= 10:
             raise ValueError(f"Severity must be between 0 and 10, got: {severity_int}")
@@ -64,7 +64,7 @@ class ValidateResponse(BaseModel):
     )
     explanation: str = Field(..., description="Accurate but concise 1 sentence explanation for the decision")
     confidence: float = Field(default=1.0, ge=0.0, le=1.0, description="Confidence score 0-1.0")
-    true_positive_context: Optional[str] = Field(None, description="Context/risk for true_positive decisions. Only required for true_positive findings.")
+    true_positive_context: str | None = Field(None, description="Context/risk for true_positive decisions. Only required for true_positive findings.")
 
 class CredentialWithContext(BaseModel):
     """A credential with its surrounding textual context."""
@@ -73,7 +73,7 @@ class CredentialWithContext(BaseModel):
 
 class CredentialAnalysisResponse(BaseModel):
     """Response from credential analysis agent."""
-    credentials: List[CredentialWithContext] = Field(default_factory=list, description="List of extracted credentials with their surrounding context")
+    credentials: list[CredentialWithContext] = Field(default_factory=list, description="List of extracted credentials with their surrounding context")
 
 class SummaryResponse(BaseModel):
     """Response from text summarization agent."""
@@ -92,6 +92,6 @@ class TriageResult(BaseModel):
     finding_id: int = Field(..., description="ID of the finding that was triaged")
     decision: str = Field(..., description="Triage decision made")
     explanation: str = Field(..., description="Explanation for the triage decision")
-    confidence: Optional[float] = Field(None, ge=0.0, le=1.0, description="Confidence score 0-1.0 (optional)")
-    true_positive_context: Optional[str] = Field(None, description="Context/risk for true_positive decisions")
+    confidence: float | None = Field(None, ge=0.0, le=1.0, description="Confidence score 0-1.0 (optional)")
+    true_positive_context: str | None = Field(None, description="Context/risk for true_positive decisions")
     success: bool = Field(..., description="Whether the triage process completed successfully")
diff --git a/projects/agents/agents/tasks/credential_analyzer.py b/projects/agents/agents/tasks/credential_analyzer.py
index f2df3fe..a586377 100644
--- a/projects/agents/agents/tasks/credential_analyzer.py
+++ b/projects/agents/agents/tasks/credential_analyzer.py
@@ -5,6 +5,10 @@ import tempfile
 
 import psycopg
 import structlog
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import CredentialAnalysisResponse, CredentialWithContext
 from common.models import FileObject, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -12,11 +16,6 @@ from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from pydantic_ai import Agent
 from pydantic_ai.settings import ModelSettings
 
-from agents.base_agent import BaseAgent
-from agents.model_manager import ModelManager
-from agents.prompt_manager import PromptManager
-from agents.schemas import CredentialAnalysisResponse, CredentialWithContext
-
 logger = structlog.get_logger(__name__)
 
 
diff --git a/projects/agents/agents/tasks/dotnet_analyzer.py b/projects/agents/agents/tasks/dotnet_analyzer.py
index 55d45c2..5be7cde 100644
--- a/projects/agents/agents/tasks/dotnet_analyzer.py
+++ b/projects/agents/agents/tasks/dotnet_analyzer.py
@@ -14,6 +14,10 @@ from pathlib import Path
 
 import psycopg
 import structlog
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import DotNetAnalysisResponse
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
@@ -23,11 +27,6 @@ from pydantic_ai.settings import ModelSettings
 from pydantic_ai.usage import UsageLimits
 from pythonnet import load  # type: ignore [import-untyped]
 
-from agents.base_agent import BaseAgent
-from agents.model_manager import ModelManager
-from agents.prompt_manager import PromptManager
-from agents.schemas import DotNetAnalysisResponse
-
 logger = structlog.get_logger(__name__)
 
 # Load .NET runtime
diff --git a/projects/agents/agents/tasks/jwt.py b/projects/agents/agents/tasks/jwt.py
index 71c0a0a..61c437a 100644
--- a/projects/agents/agents/tasks/jwt.py
+++ b/projects/agents/agents/tasks/jwt.py
@@ -1,11 +1,10 @@
 """JWT analysis agent for validating JWT findings."""
 
 import structlog
-from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
-
 from agents.base_agent import BaseAgent
 from agents.logger import set_agent_metadata
 from agents.schemas import JWTAnalysis, TriageCategory
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
 logger = structlog.get_logger(__name__)
 
diff --git a/projects/agents/agents/tasks/summarizer.py b/projects/agents/agents/tasks/summarizer.py
index a970cdc..6b9900f 100644
--- a/projects/agents/agents/tasks/summarizer.py
+++ b/projects/agents/agents/tasks/summarizer.py
@@ -5,17 +5,16 @@ import tempfile
 
 import psycopg
 import structlog
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import SummaryResponse
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from pydantic_ai import Agent
 from pydantic_ai.settings import ModelSettings
 
-from agents.base_agent import BaseAgent
-from agents.model_manager import ModelManager
-from agents.prompt_manager import PromptManager
-from agents.schemas import SummaryResponse
-
 logger = structlog.get_logger(__name__)
 
 
diff --git a/projects/agents/agents/tasks/translate.py b/projects/agents/agents/tasks/translate.py
index aa16732..47e605f 100644
--- a/projects/agents/agents/tasks/translate.py
+++ b/projects/agents/agents/tasks/translate.py
@@ -5,17 +5,16 @@ import tempfile
 
 import psycopg
 import structlog
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import TranslationResponse
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from pydantic_ai import Agent
 from pydantic_ai.settings import ModelSettings
 
-from agents.base_agent import BaseAgent
-from agents.model_manager import ModelManager
-from agents.prompt_manager import PromptManager
-from agents.schemas import TranslationResponse
-
 logger = structlog.get_logger(__name__)
 
 
diff --git a/projects/agents/agents/tasks/validate.py b/projects/agents/agents/tasks/validate.py
index 6b29fac..4f04806 100644
--- a/projects/agents/agents/tasks/validate.py
+++ b/projects/agents/agents/tasks/validate.py
@@ -1,15 +1,14 @@
 """Validation agent for security findings using Pydantic AI."""
 
 import structlog
-from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
-from pydantic_ai import Agent
-from pydantic_ai.settings import ModelSettings
-
 from agents.base_agent import BaseAgent
 from agents.logger import set_agent_metadata
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import TriageCategory, ValidateResponse
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
 
 logger = structlog.get_logger(__name__)
 

From 2b2ac94c23f994ae5630aff5c489c17feae1d474 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 23:23:50 -0700
Subject: [PATCH 144/279] add created/update timestamps to DPAPI

---
 infra/postgres/01-schema.sql                  | 28 +++++++++++++++++--
 libs/nemesis_dpapi/.vscode/settings.json      |  3 +-
 .../nemesis_dpapi/masterkey_decryptor.py      |  9 +++---
 3 files changed, 32 insertions(+), 8 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index ce76dfc..9f21bd9 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -751,18 +751,40 @@ CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
     plaintext_key BYTEA,
     plaintext_key_sha1 BYTEA,
     backup_key_guid TEXT,
-    user_account_type TEXT DEFAULT 'unknown'
+    user_account_type TEXT DEFAULT 'unknown',
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
 
 CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
     guid TEXT PRIMARY KEY,
     key_data BYTEA NOT NULL,
-    domain_controller TEXT
+    domain_controller TEXT,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
 
 CREATE TABLE IF NOT EXISTS dpapi.system_credentials (
     id SERIAL PRIMARY KEY,
     user_key BYTEA NOT NULL,
     machine_key BYTEA NOT NULL,
+    created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
+    updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     UNIQUE (user_key, machine_key)
-);
\ No newline at end of file
+);
+
+-- Create triggers for DPAPI tables
+CREATE OR REPLACE TRIGGER update_dpapi_masterkeys_updated_at
+    BEFORE UPDATE ON dpapi.masterkeys
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
+
+CREATE OR REPLACE TRIGGER update_dpapi_domain_backup_keys_updated_at
+    BEFORE UPDATE ON dpapi.domain_backup_keys
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
+
+CREATE OR REPLACE TRIGGER update_dpapi_system_credentials_updated_at
+    BEFORE UPDATE ON dpapi.system_credentials
+    FOR EACH ROW
+    EXECUTE FUNCTION update_updated_at_column();
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/.vscode/settings.json b/libs/nemesis_dpapi/.vscode/settings.json
index e9a2b8f..a2e1e3a 100644
--- a/libs/nemesis_dpapi/.vscode/settings.json
+++ b/libs/nemesis_dpapi/.vscode/settings.json
@@ -10,7 +10,8 @@
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
         },
-        "editor.defaultFormatter": "charliermarsh.ruff"
+        "editor.defaultFormatter": "charliermarsh.ruff",
+        "editor.formatOnSave": true
     },
     "autoDocstring.docstringFormat": "google",
     "files.exclude": {
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 744b667..05e1577 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -3,6 +3,7 @@ from time import perf_counter
 
 from common.logger import get_logger
 
+from .core import UserAccountType
 from .exceptions import MasterKeyDecryptionError
 from .keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from .manager import DpapiManager, MasterKeyFilter
@@ -11,9 +12,6 @@ from .types import Sid
 logger = get_logger(__name__)
 
 
-# TODO: Use Dapr workflows for the background tasks
-
-
 class MasterKeyDecryptorService:
     """Handles DPAPI master key decryption with background task processing."""
 
@@ -48,7 +46,10 @@ class MasterKeyDecryptorService:
         try:
             logger.info(f"Starting background decryption for credential type: {credential_type.__name__}")
 
-            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+                filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                user_account_type=UserAccountType.USER,
+            )
 
             decrypted_count = 0
 

From 21b35ad16937d7c874250181842c9665f38a8299 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 23:33:21 -0700
Subject: [PATCH 145/279] get_all_masterkeys takes a list of types now

---
 .../nemesis_dpapi/auto_decrypt.py             | 19 ++++++-------------
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  4 ++--
 .../nemesis_dpapi/masterkey_decryptor.py      |  2 +-
 .../nemesis_dpapi/null_manager.py             |  3 ++-
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py |  3 ++-
 .../nemesis_dpapi/repositories.py             |  4 ++--
 .../nemesis_dpapi/storage_in_memory.py        |  8 ++++----
 .../nemesis_dpapi/storage_postgres.py         | 11 ++++++-----
 8 files changed, 25 insertions(+), 29 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 6495249..3f92a74 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -118,15 +118,10 @@ class AutoDecryptionObserver(DpapiObserver):
         logger.debug("Attempting to decrypt masterkeys with new DPAPI_SYSTEM credential")
 
         if encrypted_masterkeys is None:
-            # TODO: Filter out User masterkeys
+            # Filter out User masterkeys
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
-                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.SYSTEM
-            )
-            encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
-                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.SYSTEM_USER
-            )
-            encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
-                filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.UNKNOWN
+                filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                user_account_type=[UserAccountType.SYSTEM, UserAccountType.SYSTEM_USER, UserAccountType.UNKNOWN],
             )
 
         if len(encrypted_masterkeys) == 0:
@@ -170,12 +165,10 @@ class AutoDecryptionObserver(DpapiObserver):
 
         try:
             if encrypted_masterkeys is None:
-                # TODO: Filter out SYSTEM masterkeys
+                # Filter out SYSTEM masterkeys
                 encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
-                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.USER
-                )
-                encrypted_masterkeys += await self.dpapi_manager.get_all_masterkeys(
-                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY, user_account_type=UserAccountType.UNKNOWN
+                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                    user_account_type=[UserAccountType.USER, UserAccountType.UNKNOWN],
                 )
 
             if len(encrypted_masterkeys) == 0:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index a268a97..d6629b0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -218,14 +218,14 @@ class DpapiManager(DpapiManagerProtocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: UserAccountType | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account type (default: None for all)
+            user_account_type: Filter by user account types (default: None for all)
         """
         if not self._initialized:
             await self._initialize_storage()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 05e1577..a2dee0c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -48,7 +48,7 @@ class MasterKeyDecryptorService:
 
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
                 filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
-                user_account_type=UserAccountType.USER,
+                user_account_type=[UserAccountType.USER],
             )
 
             decrypted_count = 0
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 7843aad..dc35653 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -3,7 +3,7 @@
 from typing import Any
 from uuid import UUID
 
-from .core import Blob, MasterKey
+from .core import Blob, MasterKey, UserAccountType
 from .exceptions import MasterKeyNotFoundError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .protocols import DpapiManagerProtocol
@@ -45,6 +45,7 @@ class NullDpapiManager(DpapiManagerProtocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering (always returns empty list)."""
         return []
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index eef770e..ea2704a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -3,7 +3,7 @@
 from typing import Protocol, runtime_checkable
 from uuid import UUID
 
-from .core import Blob, MasterKey
+from .core import Blob, MasterKey, UserAccountType
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
 
@@ -44,6 +44,7 @@ class DpapiManagerProtocol(Protocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering."""
         ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 4a24063..65c0a18 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -36,14 +36,14 @@ class MasterKeyRepository(Protocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: UserAccountType | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account type (default: None for all)
+            user_account_type: Filter by user account types (default: None for all)
         """
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index eeb7d09..93724f6 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -39,14 +39,14 @@ class InMemoryMasterKeyRepository:
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: UserAccountType | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account type (default: None for all)
+            user_account_type: Filter by user account types (default: None for all)
         """
         masterkeys = list(self._masterkeys.values())
 
@@ -61,8 +61,8 @@ class InMemoryMasterKeyRepository:
             masterkeys = [mk for mk in masterkeys if mk.backup_key_guid == backup_key_guid]
 
         # Filter by user account type
-        if user_account_type is not None:
-            masterkeys = [mk for mk in masterkeys if mk.user_account_type == user_account_type]
+        if user_account_type is not None and len(user_account_type) > 0:
+            masterkeys = [mk for mk in masterkeys if mk.user_account_type in user_account_type]
 
         return masterkeys
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index e2e9429..85ac1b6 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -78,14 +78,14 @@ class PostgresMasterKeyRepository:
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: UserAccountType | None = None,
+        user_account_type: list[UserAccountType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account type (default: None for all)
+            user_account_type: Filter by user account types (default: None for all)
         """
         async with self.pool.acquire() as conn:
             # Build query based on filters
@@ -97,9 +97,10 @@ class PostgresMasterKeyRepository:
                 conditions.append(f"backup_key_guid = ${len(params) + 1}")
                 params.append(str(backup_key_guid))
 
-            if user_account_type is not None:
-                conditions.append(f"user_account_type = ${len(params) + 1}")
-                params.append(user_account_type.value)
+            if user_account_type is not None and len(user_account_type) > 0:
+                # Use ANY for matching multiple values
+                conditions.append(f"user_account_type = ANY(${len(params) + 1})")
+                params.append([t.value for t in user_account_type])
 
             if conditions:
                 query += " WHERE " + " AND ".join(conditions)

From 3b969b2d010a5adcce3a2e7218fb1f53fd905e8c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 23:49:26 -0700
Subject: [PATCH 146/279] rename UserAccountType to MasterKeyType

---
 infra/postgres/01-schema.sql                  |  2 +-
 .../dpapi_masterkey/analyzer.py               |  4 +-
 .../lsass_dump/analyzer.py                    |  4 +-
 libs/nemesis_dpapi/examples/example.py        |  2 +-
 .../examples/masterkey_auto_decrypt.py        | 36 ++++++-------
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py  |  4 +-
 .../nemesis_dpapi/auto_decrypt.py             | 18 +++----
 libs/nemesis_dpapi/nemesis_dpapi/core.py      | 46 ++++++++--------
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 14 ++---
 .../nemesis_dpapi/masterkey_decryptor.py      |  4 +-
 .../nemesis_dpapi/null_manager.py             |  4 +-
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py |  4 +-
 .../nemesis_dpapi/repositories.py             | 10 ++--
 .../nemesis_dpapi/storage_in_memory.py        | 16 +++---
 .../nemesis_dpapi/storage_postgres.py         | 36 +++++++------
 .../bench_masterkey_password_decryption.py    | 10 ++--
 libs/nemesis_dpapi/tests/test_core.py         | 52 +++++++++----------
 libs/nemesis_dpapi/tests/test_keys.py         |  4 +-
 .../file_enrichment/routes/dpapi.py           |  4 +-
 19 files changed, 140 insertions(+), 134 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 9f21bd9..20ac114 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -751,7 +751,7 @@ CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
     plaintext_key BYTEA,
     plaintext_key_sha1 BYTEA,
     backup_key_guid TEXT,
-    user_account_type TEXT DEFAULT 'unknown',
+    masterkey_type TEXT DEFAULT 'unknown',
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index ee25a5c..eb294a9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -12,7 +12,7 @@ from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
-from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile, UserAccountType
+from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile, MasterKeyType
 from psycopg.rows import dict_row
 
 if TYPE_CHECKING:
@@ -224,7 +224,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 encrypted_key_usercred=masterkey_file.master_key,
                 encrypted_key_backup=backup_key.raw_bytes if backup_key else None,
                 backup_key_guid=backup_key.guid_key if backup_key else None,
-                user_account_type=UserAccountType.from_path(file_enriched.path)
+                masterkey_type=MasterKeyType.from_path(file_enriched.path)
             )
 
             # The DPAPI manager handles all decryption automatically
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 541ae57..e5f556e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -12,7 +12,7 @@ from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
-from nemesis_dpapi import DpapiManager, MasterKey, UserAccountType
+from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyType
 from pypykatz.pypykatz import pypykatz
 
 if TYPE_CHECKING:
@@ -241,7 +241,7 @@ class LsassDumpParser(EnrichmentModule):
 
                             mk = MasterKey(
                                 guid=UUID(str(cred.key_guid)),
-                                user_account_type=UserAccountType.UNKNOWN,
+                                masterkey_type=MasterKeyType.UNKNOWN,
                                 plaintext_key=masterkey_bytes,
                                 plaintext_key_sha1=sha1_masterkey_bytes,
                             )
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 4221b8f..a64223f 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -91,7 +91,7 @@ async def main() -> None:
                 guid=masterkey_file.masterkey_guid,
                 encrypted_key_usercred=masterkey_file.master_key,
                 encrypted_key_backup=masterkey_file.domain_backup_key.raw_bytes,
-                user_account_type=masterkey_file.user_account_type,
+                masterkey_type=masterkey_file.masterkey_type,
             )
         )
 
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 869702a..3dcd037 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -45,7 +45,7 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
     new_rsa_key = RSA.generate(2048)
 
     # Export as DER format (PKCS#1 private key)
-    private_key_der = new_rsa_key.export_key(format='DER', pkcs=1)
+    private_key_der = new_rsa_key.export_key(format="DER", pkcs=1)
 
     # Convert DER to Microsoft's PRIVATE_KEY_BLOB format
     # The PRIVATE_KEY_BLOB format is:
@@ -72,17 +72,17 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
 
     # Build the PRIVATEKEYBLOB structure
     # BLOBHEADER
-    blob = struct.pack('<BBBB', 0x07, 0x02, 0x00, 0x00)  # bType=PRIVATEKEYBLOB, bVersion=2, reserved, algorithm
-    blob += struct.pack('<I', 0x00024000 | 0x0000A400)  # CALG_RSA_KEYX
+    blob = struct.pack("<BBBB", 0x07, 0x02, 0x00, 0x00)  # bType=PRIVATEKEYBLOB, bVersion=2, reserved, algorithm
+    blob += struct.pack("<I", 0x00024000 | 0x0000A400)  # CALG_RSA_KEYX
 
     # RSAPUBKEY
-    blob += struct.pack('<4s', b'RSA2')  # magic
-    blob += struct.pack('<I', bitlen)  # bitlen
-    blob += struct.pack('<I', e)  # pubexp
+    blob += struct.pack("<4s", b"RSA2")  # magic
+    blob += struct.pack("<I", bitlen)  # bitlen
+    blob += struct.pack("<I", e)  # pubexp
 
     # Private key components (all little-endian)
-    def to_bytes_le(num, length):
-        return num.to_bytes(length, byteorder='little')
+    def to_bytes_le(num: int, length: int) -> bytes:
+        return num.to_bytes(length, byteorder="little")
 
     blob += to_bytes_le(n, bytelen)  # modulus
     blob += to_bytes_le(p, halflen)  # prime1
@@ -95,11 +95,11 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
     new_pvk_size = len(blob)
 
     # Build new PVK file with same header structure but new key
-    new_pvk = struct.pack('<6I', magic, version, key_spec, encrypt_type, encrypt_data_size, new_pvk_size)
+    new_pvk = struct.pack("<6I", magic, version, key_spec, encrypt_type, encrypt_data_size, new_pvk_size)
 
     # Add encrypted data if present (we'll use empty since encrypt_type should be 0)
     if encrypt_data_size > 0:
-        new_pvk += b'\x00' * encrypt_data_size
+        new_pvk += b"\x00" * encrypt_data_size
 
     # Add the new private key blob
     new_pvk += blob
@@ -107,7 +107,7 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
     return new_pvk
 
 
-async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
+async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_data: dict[str, str]) -> None:
     print("\n📋 Scenario 1: masterkeys added first, then backup key")
     async with DpapiManager(storage_backend="memory") as dpapi:
         # Add encrypted masterkeys first
@@ -118,7 +118,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
             await dpapi.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
-                    user_account_type=mk_domain.user_account_type,
+                    masterkey_type=mk_domain.masterkey_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes if mk_domain.domain_backup_key else None,
                 )
@@ -155,7 +155,7 @@ async def masterkeys_first_then_backup_key(mk_domain, backup_key_data):
             print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
-async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data):
+async def backup_key_first_then_masterkeys(mk_domain: MasterKeyFile, mk_local: MasterKeyFile, backup_key_data: dict[str, str]) -> None:
     print("\n📋 Scenario 2: backup key added first, then masterkeys")
     async with DpapiManager(storage_backend="memory") as dpapi2:
         # Add domain backup key first
@@ -181,7 +181,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
-                    user_account_type=mk_domain.user_account_type,
+                    masterkey_type=mk_domain.masterkey_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
@@ -192,7 +192,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             await dpapi2.upsert_masterkey(
                 MasterKey(
                     guid=mk_local.masterkey_guid,
-                    user_account_type=mk_local.user_account_type,
+                    masterkey_type=mk_local.masterkey_type,
                     encrypted_key_usercred=mk_local.master_key,
                     encrypted_key_backup=mk_local.backup_key,
                 )
@@ -214,7 +214,7 @@ async def backup_key_first_then_masterkeys(mk_domain, mk_local, backup_key_data)
             print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
-async def auto_decryption_disabled(mk_domain, backup_key_data):
+async def auto_decryption_disabled(mk_domain: MasterKeyFile, backup_key_data: dict[str, str]) -> None:
     print("\n=== Scenario 3: Auto-decryption Disabled ===")
 
     # Now demonstrate with auto-decryption disabled using data
@@ -225,7 +225,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
             await dpapi_no_auto.upsert_masterkey(
                 MasterKey(
                     guid=mk_domain.masterkey_guid,
-                    user_account_type=mk_domain.user_account_type,
+                    masterkey_type=mk_domain.masterkey_type,
                     encrypted_key_usercred=mk_domain.master_key,
                     encrypted_key_backup=mk_domain.domain_backup_key.raw_bytes,
                 )
@@ -261,7 +261,7 @@ async def auto_decryption_disabled(mk_domain, backup_key_data):
             )
 
 
-async def main():
+async def main() -> None:
     """Demonstrate built-in auto-decryption feature with test data."""
     print("=== Built-in Auto-Decryption Demo (Real Test Data) ===")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index ea3b869..622e428 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -1,6 +1,6 @@
 """DPAPI utility library for Windows Data Protection API operations."""
 
-from .core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
+from .core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, MasterKeyType
 from .exceptions import (
     BlobDecryptionError,
     DpapiError,
@@ -32,7 +32,7 @@ __all__ = [
     "MasterKeyPolicy",
     "MasterKeyFile",
     "MasterKeyFilter",
-    "UserAccountType",
+    "MasterKeyType",
     # Keys
     "CredKey",
     "CredKeyHashType",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 3f92a74..8a87e09 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -10,7 +10,7 @@ from nemesis_dpapi.exceptions import MasterKeyDecryptionError
 from nemesis_dpapi.keys import MasterKeyEncryptionKey
 from nemesis_dpapi.repositories import MasterKeyFilter
 
-from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
+from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy, MasterKeyType
 from .eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -121,7 +121,7 @@ class AutoDecryptionObserver(DpapiObserver):
             # Filter out User masterkeys
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
                 filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
-                user_account_type=[UserAccountType.SYSTEM, UserAccountType.SYSTEM_USER, UserAccountType.UNKNOWN],
+                masterkey_type=[MasterKeyType.SYSTEM, MasterKeyType.SYSTEM_USER, MasterKeyType.UNKNOWN],
             )
 
         if len(encrypted_masterkeys) == 0:
@@ -168,7 +168,7 @@ class AutoDecryptionObserver(DpapiObserver):
                 # Filter out SYSTEM masterkeys
                 encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
                     filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
-                    user_account_type=[UserAccountType.USER, UserAccountType.UNKNOWN],
+                    masterkey_type=[MasterKeyType.USER, MasterKeyType.UNKNOWN],
                 )
 
             if len(encrypted_masterkeys) == 0:
@@ -187,7 +187,7 @@ class AutoDecryptionObserver(DpapiObserver):
                 if enc_masterkey.encrypted_key_backup is None:
                     continue
 
-                if enc_masterkey.user_account_type not in (UserAccountType.USER, UserAccountType.UNKNOWN):
+                if enc_masterkey.masterkey_type not in (MasterKeyType.USER, MasterKeyType.UNKNOWN):
                     continue
 
                 # Parse the encrypted backup key bytes into a BackupKeyRecoveryBlob
@@ -206,7 +206,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     file_path=None,
                     masterkey_guid=enc_masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
-                    user_account_type=enc_masterkey.user_account_type,
+                    masterkey_type=enc_masterkey.masterkey_type,
                     domain_backup_key=backup_key_blob,
                     raw_bytes=b"",  # Not needed for decryption
                 )
@@ -223,7 +223,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     )
                     new_mk = MasterKey(
                         guid=enc_masterkey.guid,
-                        user_account_type=enc_masterkey.user_account_type,
+                        masterkey_type=enc_masterkey.masterkey_type,
                         encrypted_key_usercred=enc_masterkey.encrypted_key_usercred,
                         encrypted_key_backup=enc_masterkey.encrypted_key_backup,
                         plaintext_key=result.plaintext_key,
@@ -262,7 +262,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     file_path=None,
                     masterkey_guid=masterkey.guid,
                     policy=MasterKeyPolicy.NONE,
-                    user_account_type=masterkey.user_account_type,
+                    masterkey_type=masterkey.masterkey_type,
                     domain_backup_key=backup_key_blob,
                     raw_bytes=b"",  # Not needed for decryption
                 )
@@ -275,7 +275,7 @@ class AutoDecryptionObserver(DpapiObserver):
             if result:
                 new_mk = MasterKey(
                     guid=masterkey.guid,
-                    user_account_type=masterkey.user_account_type,
+                    masterkey_type=masterkey.masterkey_type,
                     encrypted_key_usercred=masterkey.encrypted_key_usercred,
                     encrypted_key_backup=masterkey.encrypted_key_backup,
                     plaintext_key=result.plaintext_key,
@@ -292,7 +292,7 @@ class AutoDecryptionObserver(DpapiObserver):
     async def _decrypt_with_system_credentials(self, masterkey: MasterKey) -> None:
         """Attempt to decrypt a masterkey using all available DPAPI_SYSTEM credentials."""
 
-        if masterkey.user_account_type == UserAccountType.USER:
+        if masterkey.masterkey_type == MasterKeyType.USER:
             return  # Skip user masterkeys
 
         start_time = time.perf_counter()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index f5ccd61..ad3bfbb 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -80,23 +80,27 @@ class MasterKeyPolicy(FlagMixin, IntFlag):
     DPAPI_OWF = 0x4  # Use the DPAPI One way function of the password (SHA_1(pw))
 
 
-class UserAccountType(str, Enum):
-    """Classification of the user account type for a masterkey."""
+class MasterKeyType(str, Enum):
+    """Type of DPAPI masterkey, which determines the decryption method.
 
-    UNKNOWN = "unknown"  # Account type could not be determined
-    USER = "user"  # Domain or local user account
-    SYSTEM = "system"  # SYSTEM machine user, LocalService, NetworkService
-    SYSTEM_USER = "system_user"  # The machine's DPAPI SYSTEM user
+    This classification is based on the account type that generated the masterkey
+    and determines which credentials or keys are needed for decryption.
+    """
+
+    UNKNOWN = "unknown"  # Masterkey type could not be determined from the file path
+    USER = "user"  # User-level masterkey (domain or local user account) - decrypted with user password and/or domain backup key
+    SYSTEM = "system"  # System-level masterkey (SYSTEM, LocalService, or NetworkService) - decrypted with DPAPI_SYSTEM machine key
+    SYSTEM_USER = "system_user"  # Machine's DPAPI SYSTEM user masterkey - decrypted with DPAPI_SYSTEM user key
 
     @classmethod
-    def from_path(cls, path: str | None) -> UserAccountType:
+    def from_path(cls, path: str | None) -> MasterKeyType:
         """Determine the user account type from a masterkey file path.
 
         Args:
             path: The file path to the masterkey file
 
         Returns:
-            UserAccountType based on the path pattern
+            MasterKeyType based on the path pattern
 
         Examples:
             - C:\\Users\\username\\AppData\\Roaming\\Microsoft\\Protect\\S-1-5-21-...\\{GUID} -> USER
@@ -149,11 +153,11 @@ class MasterKey(BaseModel):
         backup_key_guid: GUID of the domain backup key used to encrypt this masterkey.
         plaintext_key: Decrypted masterkey data.
         plaintext_key_sha1: SHA1 hash of the plaintext masterkey. AKA the Master Key (MK) Encryption Key.
-        user_account_type: Type of user account this masterkey belongs to.
+        masterkey_type: Type of user account this masterkey belongs to.
     """
 
     guid: UUID
-    user_account_type: UserAccountType
+    masterkey_type: MasterKeyType
     encrypted_key_usercred: bytes | None = None
     encrypted_key_backup: bytes | None = None
     plaintext_key: bytes | None = None
@@ -175,7 +179,7 @@ class MasterKey(BaseModel):
             f"  plaintext_key: {self.plaintext_key.hex() if self.plaintext_key else None}",
             f"  plaintext_key_sha1: {self.plaintext_key_sha1.hex() if self.plaintext_key_sha1 else None}",
             f"  backup_key_guid: {self.backup_key_guid}",
-            f"  user_account_type: {self.user_account_type.value}",
+            f"  masterkey_type: {self.masterkey_type.value}",
         ]
         return "\r\n".join(lines)
 
@@ -501,7 +505,7 @@ class MasterKeyFile(BaseModel):
     file_path: None
     masterkey_guid: UUID
     policy: MasterKeyPolicy
-    user_account_type: UserAccountType
+    masterkey_type: MasterKeyType
 
     # Masterkey data (pbMK)
     master_key: bytes | None = None
@@ -539,7 +543,7 @@ class MasterKeyFile(BaseModel):
             f"  file_path: {self.file_path}",
             f"  masterkey_guid: {self.masterkey_guid}",
             f"  policy: {self.policy} ({policy_str})\n",
-            f"  user_account_type: {self.user_account_type.value}\n",
+            f"  masterkey_type: {self.masterkey_type.value}\n",
             f"master_key: {self.master_key.hex() if self.master_key else None}\n",
             f"local_key: {self.local_key.hex() if self.local_key else None}\n",
             f"backup_key: {self.backup_key.hex() if self.backup_key else None}\n",
@@ -548,14 +552,12 @@ class MasterKeyFile(BaseModel):
         return "\n".join(lines)
 
     @classmethod
-    def from_file(
-        cls, file_path: str | Path, user_account_type: UserAccountType = UserAccountType.UNKNOWN
-    ) -> MasterKeyFile:
+    def from_file(cls, file_path: str | Path, masterkey_type: MasterKeyType = MasterKeyType.UNKNOWN) -> MasterKeyFile:
         """Parse a masterkey file from disk.
 
         Args:
             file_path: Path to the masterkey file
-            user_account_type: Type of user account this masterkey belongs to (default: UNKNOWN)
+            masterkey_type: Type of user account this masterkey belongs to (default: UNKNOWN)
 
         Returns:
             MasterKeyFile instance with parsed data
@@ -572,15 +574,15 @@ class MasterKeyFile(BaseModel):
         with open(file_path, "rb") as f:
             data = f.read()
 
-        return cls.from_bytes(data, user_account_type=user_account_type)
+        return cls.from_bytes(data, masterkey_type=masterkey_type)
 
     @classmethod
-    def from_bytes(cls, data: bytes, user_account_type: UserAccountType = UserAccountType.UNKNOWN) -> MasterKeyFile:
+    def from_bytes(cls, data: bytes, masterkey_type: MasterKeyType = MasterKeyType.UNKNOWN) -> MasterKeyFile:
         """Parse a masterkey from raw bytes.
 
         Args:
             data: Raw masterkey file bytes
-            user_account_type: Type of user account this masterkey belongs to (default: UNKNOWN)
+            masterkey_type: Type of user account this masterkey belongs to (default: UNKNOWN)
 
         Returns:
             MasterKeyFile instance with parsed data
@@ -664,7 +666,7 @@ class MasterKeyFile(BaseModel):
             file_path=None,  # Invalid on disk, set to None
             masterkey_guid=guid,
             policy=MasterKeyPolicy(policy),
-            user_account_type=user_account_type,
+            masterkey_type=masterkey_type,
             master_key=master_key,
             local_key=local_key,
             backup_key=backup_key,
@@ -721,7 +723,7 @@ class MasterKeyFile(BaseModel):
 
         return MasterKey(
             guid=self.masterkey_guid,
-            user_account_type=self.user_account_type,
+            masterkey_type=self.masterkey_type,
             encrypted_key_usercred=self.master_key,
             encrypted_key_backup=self.domain_backup_key.raw_bytes,
             plaintext_key=plaintext_key,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index d6629b0..539d942 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -7,7 +7,7 @@ import asyncpg
 from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
-from .core import Blob, MasterKey, UserAccountType
+from .core import Blob, MasterKey, MasterKeyType
 from .eventing import (
     DaprDpapiEventPublisher,
     DpapiObserver,
@@ -203,33 +203,33 @@ class DpapiManager(DpapiManagerProtocol):
 
         return blob.decrypt(masterkey)
 
-    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
         """Retrieve a masterkey by GUID.
 
         Args:
             guid: Masterkey GUID to retrieve
-            user_account_type: Optional filter by user account type
+            masterkey_type: Optional filter by user account type
         """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_masterkey(guid, user_account_type)
+        return await self._masterkey_repo.get_masterkey(guid, masterkey_type)
 
     async def get_all_masterkeys(
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account types (default: None for all)
+            masterkey_type: Filter by user account types (default: None for all)
         """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid, user_account_type)
+        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid, masterkey_type)
 
     async def get_system_credential(self, guid: UUID) -> DpapiSystemCredential | None:
         """Retrieve a DPAPI system credential by GUID."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index a2dee0c..de16898 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -3,7 +3,7 @@ from time import perf_counter
 
 from common.logger import get_logger
 
-from .core import UserAccountType
+from .core import MasterKeyType
 from .exceptions import MasterKeyDecryptionError
 from .keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
 from .manager import DpapiManager, MasterKeyFilter
@@ -48,7 +48,7 @@ class MasterKeyDecryptorService:
 
             encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
                 filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
-                user_account_type=[UserAccountType.USER],
+                masterkey_type=[MasterKeyType.USER],
             )
 
             decrypted_count = 0
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index dc35653..32e6162 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -3,7 +3,7 @@
 from typing import Any
 from uuid import UUID
 
-from .core import Blob, MasterKey, UserAccountType
+from .core import Blob, MasterKey, MasterKeyType
 from .exceptions import MasterKeyNotFoundError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .protocols import DpapiManagerProtocol
@@ -45,7 +45,7 @@ class NullDpapiManager(DpapiManagerProtocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering (always returns empty list)."""
         return []
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index ea2704a..c4d0a99 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -3,7 +3,7 @@
 from typing import Protocol, runtime_checkable
 from uuid import UUID
 
-from .core import Blob, MasterKey, UserAccountType
+from .core import Blob, MasterKey, MasterKeyType
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
 
@@ -44,7 +44,7 @@ class DpapiManagerProtocol(Protocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering."""
         ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 65c0a18..aac7737 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -4,7 +4,7 @@ from enum import Enum
 from typing import Protocol
 from uuid import UUID
 
-from .core import MasterKey, UserAccountType
+from .core import MasterKey, MasterKeyType
 from .keys import DomainBackupKey, DpapiSystemCredential
 
 
@@ -23,12 +23,12 @@ class MasterKeyRepository(Protocol):
         """Add or update a masterkey in storage."""
         ...
 
-    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
         """Retrieve a masterkey by GUID.
 
         Args:
             guid: Masterkey GUID to retrieve
-            user_account_type: Optional filter by user account type
+            masterkey_type: Optional filter by user account type
         """
         ...
 
@@ -36,14 +36,14 @@ class MasterKeyRepository(Protocol):
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account types (default: None for all)
+            masterkey_type: Filter by user account types (default: None for all)
         """
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 93724f6..78264bf 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -2,7 +2,7 @@
 
 from uuid import UUID
 
-from .core import MasterKey, UserAccountType
+from .core import MasterKey, MasterKeyType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
@@ -18,19 +18,19 @@ class InMemoryMasterKeyRepository:
         """Add or update a masterkey in storage."""
         self._masterkeys[masterkey.guid] = masterkey
 
-    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
         """Retrieve a masterkey by GUID.
 
         Args:
             guid: Masterkey GUID to retrieve
-            user_account_type: Optional filter by user account type
+            masterkey_type: Optional filter by user account type
         """
         masterkey = self._masterkeys.get(guid)
         if masterkey is None:
             return None
 
         # Apply user account type filter if specified
-        if user_account_type is not None and masterkey.user_account_type != user_account_type:
+        if masterkey_type is not None and masterkey.masterkey_type != masterkey_type:
             return None
 
         return masterkey
@@ -39,14 +39,14 @@ class InMemoryMasterKeyRepository:
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account types (default: None for all)
+            masterkey_type: Filter by user account types (default: None for all)
         """
         masterkeys = list(self._masterkeys.values())
 
@@ -61,8 +61,8 @@ class InMemoryMasterKeyRepository:
             masterkeys = [mk for mk in masterkeys if mk.backup_key_guid == backup_key_guid]
 
         # Filter by user account type
-        if user_account_type is not None and len(user_account_type) > 0:
-            masterkeys = [mk for mk in masterkeys if mk.user_account_type in user_account_type]
+        if masterkey_type is not None and len(masterkey_type) > 0:
+            masterkeys = [mk for mk in masterkeys if mk.masterkey_type in masterkey_type]
 
         return masterkeys
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 85ac1b6..05ac3d5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -4,7 +4,7 @@ from uuid import UUID
 
 import asyncpg
 
-from .core import MasterKey, UserAccountType
+from .core import MasterKey, MasterKeyType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import MasterKeyFilter
@@ -26,7 +26,7 @@ class PostgresMasterKeyRepository:
             await conn.execute(
                 f"""
                 INSERT INTO {MASTKEYS_TABLE} (guid, encrypted_key_usercred, encrypted_key_backup,
-                                      plaintext_key, plaintext_key_sha1, backup_key_guid, user_account_type)
+                                      plaintext_key, plaintext_key_sha1, backup_key_guid, masterkey_type)
                 VALUES ($1, $2, $3, $4, $5, $6, $7)
                 ON CONFLICT (guid) DO UPDATE SET
                     encrypted_key_usercred = EXCLUDED.encrypted_key_usercred,
@@ -34,7 +34,7 @@ class PostgresMasterKeyRepository:
                     plaintext_key = EXCLUDED.plaintext_key,
                     plaintext_key_sha1 = EXCLUDED.plaintext_key_sha1,
                     backup_key_guid = EXCLUDED.backup_key_guid,
-                    user_account_type = EXCLUDED.user_account_type
+                    masterkey_type = EXCLUDED.masterkey_type
                 """,
                 str(masterkey.guid),
                 masterkey.encrypted_key_usercred,
@@ -42,23 +42,23 @@ class PostgresMasterKeyRepository:
                 masterkey.plaintext_key,
                 masterkey.plaintext_key_sha1,
                 str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
-                masterkey.user_account_type.value,
+                masterkey.masterkey_type.value,
             )
 
-    async def get_masterkey(self, guid: UUID, user_account_type: UserAccountType | None = None) -> MasterKey | None:
+    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
         """Retrieve a masterkey by GUID.
 
         Args:
             guid: Masterkey GUID to retrieve
-            user_account_type: Optional filter by user account type
+            masterkey_type: Optional filter by user account type
         """
         async with self.pool.acquire() as conn:
             query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
             params = [str(guid)]
 
-            if user_account_type is not None:
-                query += " AND user_account_type = $2"
-                params.append(user_account_type.value)
+            if masterkey_type is not None:
+                query += " AND masterkey_type = $2"
+                params.append(masterkey_type.value)
 
             row = await conn.fetchrow(query, *params)
             if not row:
@@ -66,7 +66,9 @@ class PostgresMasterKeyRepository:
 
             return MasterKey(
                 guid=UUID(row["guid"]),
-                user_account_type=UserAccountType(row["user_account_type"]) if row.get("user_account_type") else UserAccountType.UNKNOWN,
+                masterkey_type=MasterKeyType(row["masterkey_type"])
+                if row.get("masterkey_type")
+                else MasterKeyType.UNKNOWN,
                 encrypted_key_usercred=row["encrypted_key_usercred"],
                 encrypted_key_backup=row["encrypted_key_backup"],
                 plaintext_key=row["plaintext_key"],
@@ -78,14 +80,14 @@ class PostgresMasterKeyRepository:
         self,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
-        user_account_type: list[UserAccountType] | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
         """Retrieve masterkeys with optional filtering.
 
         Args:
             filter_by: Filter by decryption status (default: ALL)
             backup_key_guid: Filter by backup key GUID (default: None for all)
-            user_account_type: Filter by user account types (default: None for all)
+            masterkey_type: Filter by user account types (default: None for all)
         """
         async with self.pool.acquire() as conn:
             # Build query based on filters
@@ -97,10 +99,10 @@ class PostgresMasterKeyRepository:
                 conditions.append(f"backup_key_guid = ${len(params) + 1}")
                 params.append(str(backup_key_guid))
 
-            if user_account_type is not None and len(user_account_type) > 0:
+            if masterkey_type is not None and len(masterkey_type) > 0:
                 # Use ANY for matching multiple values
-                conditions.append(f"user_account_type = ANY(${len(params) + 1})")
-                params.append([t.value for t in user_account_type])
+                conditions.append(f"masterkey_type = ANY(${len(params) + 1})")
+                params.append([t.value for t in masterkey_type])
 
             if conditions:
                 query += " WHERE " + " AND ".join(conditions)
@@ -109,7 +111,9 @@ class PostgresMasterKeyRepository:
             masterkeys = [
                 MasterKey(
                     guid=UUID(row["guid"]),
-                    user_account_type=UserAccountType(row["user_account_type"]) if row.get("user_account_type") else UserAccountType.UNKNOWN,
+                    masterkey_type=MasterKeyType(row["masterkey_type"])
+                    if row.get("masterkey_type")
+                    else MasterKeyType.UNKNOWN,
                     encrypted_key_usercred=row["encrypted_key_usercred"],
                     encrypted_key_backup=row["encrypted_key_backup"],
                     plaintext_key=row["plaintext_key"],
diff --git a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
index d74d288..1a5eb34 100644
--- a/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
+++ b/libs/nemesis_dpapi/tests/benchmarks/bench_masterkey_password_decryption.py
@@ -1,7 +1,7 @@
 """Benchmarks for DPAPI masterkey decryption using password credentials."""
 
 import pytest
-from nemesis_dpapi.core import MasterKey, MasterKeyFile, UserAccountType
+from nemesis_dpapi.core import MasterKey, MasterKeyFile, MasterKeyType
 from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
 
@@ -17,7 +17,7 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -49,7 +49,7 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -99,7 +99,7 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -142,7 +142,7 @@ class TestMasterkeyPasswordDecryptionBenchmarks:
         # Create MasterKey object from the file
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 758e23e..3de0144 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -6,7 +6,7 @@ from uuid import UUID
 
 import pytest
 from impacket.dpapi import DPAPI_BLOB
-from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, UserAccountType
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, MasterKeyType
 from nemesis_dpapi.exceptions import BlobDecryptionError
 from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
 
@@ -252,7 +252,7 @@ class TestMasterKey:
 
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -275,7 +275,7 @@ class TestMasterKey:
         masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_system.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -296,7 +296,7 @@ class TestMasterKey:
         masterkey_file = MasterKeyFile.from_file(get_file_path("masterkey_systemuser.bin"))
         masterkey = MasterKey(
             guid=masterkey_file.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             encrypted_key_usercred=masterkey_file.master_key,
         )
 
@@ -316,7 +316,7 @@ class TestMasterKey:
         from uuid import uuid4
 
         # Create MasterKey without encrypted_key_usercred
-        masterkey = MasterKey(guid=uuid4(), user_account_type=UserAccountType.UNKNOWN)
+        masterkey = MasterKey(guid=uuid4(), masterkey_type=MasterKeyType.UNKNOWN)
 
         # Create dummy encryption key
         cred_key = CredKey.from_password("dummy", CredKeyHashType.NTLM)
@@ -334,7 +334,7 @@ class TestBlobDecrypt:
         """Test DPAPI blob decryption with unencrypted master key."""
         blob = Blob.from_bytes(blob_without_entropy)
         # Create an unencrypted master key
-        masterkey = MasterKey(guid=blob.masterkey_guid, user_account_type=UserAccountType.UNKNOWN)
+        masterkey = MasterKey(guid=blob.masterkey_guid, masterkey_type=MasterKeyType.UNKNOWN)
 
         with pytest.raises(ValueError, match="Master key must be decrypted before use"):
             blob.decrypt(masterkey)
@@ -346,7 +346,7 @@ class TestBlobDecrypt:
         wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=b"dummy_key" * 8,
             plaintext_key_sha1=wrong_masterkey_sha1,
         )
@@ -361,7 +361,7 @@ class TestBlobDecrypt:
         masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=masterkey_bytes,
             plaintext_key_sha1=masterkey_sha1_bytes,
         )
@@ -381,7 +381,7 @@ class TestBlobDecrypt:
         masterkey_sha1_bytes = bytes.fromhex("17FD87F91D25A18ABD9BCD66B6D9F3C6BFC16778")
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=masterkey_bytes,
             plaintext_key_sha1=masterkey_sha1_bytes,
         )
@@ -405,7 +405,7 @@ class TestBlobDecrypt:
         # Create a proper master key object
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
             plaintext_key_sha1=masterkey_sha1_bytes,
         )
@@ -467,16 +467,16 @@ class TestBlobParse:
         assert blob.encrypted_data == blob_impacket["Data"] == blob_dpapick.cipherText
 
 
-class TestUserAccountType:
-    """Tests for UserAccountType.from_path() method."""
+class TestMasterKeyType:
+    """Tests for MasterKeyType.from_path() method."""
 
     def test_from_path_none(self):
         """Test from_path returns UNKNOWN for None path."""
-        assert UserAccountType.from_path(None) == UserAccountType.UNKNOWN
+        assert MasterKeyType.from_path(None) == MasterKeyType.UNKNOWN
 
     def test_from_path_empty_string(self):
         """Test from_path returns UNKNOWN for empty string."""
-        assert UserAccountType.from_path("") == UserAccountType.UNKNOWN
+        assert MasterKeyType.from_path("") == MasterKeyType.UNKNOWN
 
     def test_from_path_system_user(self):
         """Test from_path correctly identifies SYSTEM_USER paths."""
@@ -486,7 +486,7 @@ class TestUserAccountType:
             r"/Windows/System32/Microsoft/Protect/S-1-5-18/User/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM_USER, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.SYSTEM_USER, f"Failed for path: {path}"
 
     def test_from_path_system(self):
         """Test from_path correctly identifies SYSTEM paths."""
@@ -496,7 +496,7 @@ class TestUserAccountType:
             r"/Windows/System32/Microsoft/Protect/S-1-5-18/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.SYSTEM, f"Failed for path: {path}"
 
     def test_from_path_system_service_profiles(self):
         """Test from_path correctly identifies LocalService and NetworkService paths."""
@@ -507,7 +507,7 @@ class TestUserAccountType:
             r"/Windows/ServiceProfiles/LocalService/AppData/Roaming/Microsoft/Protect/S-1-5-19/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.SYSTEM, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.SYSTEM, f"Failed for path: {path}"
 
     def test_from_path_user_with_sid(self):
         """Test from_path correctly identifies USER paths with SID."""
@@ -518,7 +518,7 @@ class TestUserAccountType:
             r"/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.USER, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.USER, f"Failed for path: {path}"
 
     def test_from_path_user_with_protect_fallback(self):
         """Test from_path correctly identifies USER paths using fallback pattern."""
@@ -527,7 +527,7 @@ class TestUserAccountType:
             r"C:\Users\Administrator\AppData\Roaming\Microsoft\Protect" + "\\somedir",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.USER, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.USER, f"Failed for path: {path}"
 
     def test_from_path_unknown_patterns(self):
         """Test from_path returns UNKNOWN for unrecognized patterns."""
@@ -538,17 +538,17 @@ class TestUserAccountType:
             r"D:\Temp\test.bin",
         ]
         for path in test_paths:
-            assert UserAccountType.from_path(path) == UserAccountType.UNKNOWN, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == MasterKeyType.UNKNOWN, f"Failed for path: {path}"
 
     def test_from_path_case_insensitive(self):
         """Test from_path is case-insensitive."""
         paths_and_expected = [
-            (r"c:\windows\system32\microsoft\protect\s-1-5-18\user\guid", UserAccountType.SYSTEM_USER),
-            (r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\GUID", UserAccountType.SYSTEM),
-            (r"C:\users\JohnDoe\appdata\roaming\microsoft\protect\s-1-5-21-111-222-333-1001\guid", UserAccountType.USER),
+            (r"c:\windows\system32\microsoft\protect\s-1-5-18\user\guid", MasterKeyType.SYSTEM_USER),
+            (r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\GUID", MasterKeyType.SYSTEM),
+            (r"C:\users\JohnDoe\appdata\roaming\microsoft\protect\s-1-5-21-111-222-333-1001\guid", MasterKeyType.USER),
         ]
         for path, expected in paths_and_expected:
-            assert UserAccountType.from_path(path) == expected, f"Failed for path: {path}"
+            assert MasterKeyType.from_path(path) == expected, f"Failed for path: {path}"
 
     def test_from_path_mixed_slashes(self):
         """Test from_path handles mixed forward and backward slashes."""
@@ -556,5 +556,5 @@ class TestUserAccountType:
             r"C:\Windows/System32\Microsoft/Protect\S-1-5-18/User\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
             r"C:/Users\john.doe/AppData\Roaming/Microsoft\Protect/S-1-5-21-111-222-333-1001\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
-        assert UserAccountType.from_path(test_paths[0]) == UserAccountType.SYSTEM_USER
-        assert UserAccountType.from_path(test_paths[1]) == UserAccountType.USER
+        assert MasterKeyType.from_path(test_paths[0]) == MasterKeyType.SYSTEM_USER
+        assert MasterKeyType.from_path(test_paths[1]) == MasterKeyType.USER
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index 6ab6e18..b0b787e 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -6,7 +6,7 @@ from unittest.mock import PropertyMock, patch
 from uuid import UUID
 
 import pytest
-from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, UserAccountType
+from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyType
 from nemesis_dpapi.keys import (
     CredKey,
     CredKeyHashType,
@@ -618,7 +618,7 @@ class TestDomainBackupKey:
         await manager.upsert_masterkey(
             MasterKey(
                 guid=decrypted_masterkey.guid,
-                user_account_type=UserAccountType.UNKNOWN,
+                masterkey_type=MasterKeyType.UNKNOWN,
                 plaintext_key=decrypted_masterkey.plaintext_key,
                 plaintext_key_sha1=decrypted_masterkey.plaintext_key_sha1,
             )
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 18fd1a9..b6992aa 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -27,11 +27,11 @@ from nemesis_dpapi import (
     DpapiManager,
     DpapiSystemCredential,
     MasterKey,
+    MasterKeyType,
     NtlmHash,
     Password,
     Pbkdf2Hash,
     Sha1Hash,
-    UserAccountType,
 )
 from nemesis_dpapi.eventing import (
     DpapiEvent,
@@ -246,7 +246,7 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
 
         masterkey = MasterKey(
             guid=masterkey_guid,
-            user_account_type=UserAccountType.UNKNOWN,
+            masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=masterkey_data,
             plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
         )

From b35cef16a471c6a8c363002baf14cacc5fb8666a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 10 Oct 2025 23:58:19 -0700
Subject: [PATCH 147/279] update example.py

---
 libs/nemesis_dpapi/examples/example.py | 21 ++++++++++++++++-----
 1 file changed, 16 insertions(+), 5 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index a64223f..9a3aa23 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -95,7 +95,11 @@ async def main() -> None:
             )
         )
 
-        print("[*] Added 1 masterkey:")
+        if len(await manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)) == 1:
+            print("[✅] Added 1 masterkey:")
+        else:
+            raise ValueError("Failed to add encrypted masterkey")
+
         print(f"- MasterKey GUID  : {masterkey_file.masterkey_guid}")
         print(f"- Backup Key GUID : {masterkey_file.domain_backup_key.guid_key}")
 
@@ -106,7 +110,7 @@ async def main() -> None:
         )
         await manager.upsert_domain_backup_key(real_backup_key)
 
-        print("[*] Added domain backup key: {real_backup_key.guid}")
+        print(f"[✅] Added domain backup key: {real_backup_key.guid}")
 
         # Give auto-decryption time to work
         await asyncio.sleep(1)
@@ -114,9 +118,13 @@ async def main() -> None:
         # Check final results
         all_keys_final = await manager.get_all_masterkeys()
         decrypted_keys_final = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
-        print(
-            f"[*] After real backup key - Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
-        )
+
+        if len(decrypted_keys_final) == 0:
+            print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
+        else:
+            print(
+                f"[✅] Auto-decryption success! Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"
+            )
 
         # Print the decrypted masterkeys  in the form of {GUID}:SHA1
         for key in decrypted_keys_final:
@@ -137,6 +145,9 @@ async def main() -> None:
         decrypted_blob_data = await manager.decrypt_blob(blob)
         print(f"[*] Decrypted blob data: {decrypted_blob_data.decode('utf-8')}")
 
+        if decrypted_blob_data == b"test":
+            print("[✅] Blob decrypted successfully and matches expected plaintext")
+
 
 if __name__ == "__main__":
     asyncio.run(main())

From a7d11c83d70a2a90ef0b25d3c743f14dbfb4ce71 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 00:00:26 -0700
Subject: [PATCH 148/279] minor change to example

---
 libs/nemesis_dpapi/examples/example.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 9a3aa23..8ca9c76 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -75,7 +75,7 @@ async def main() -> None:
     masterkey_file = MasterKeyFile.from_file(masterkey_file_path)
 
     if not masterkey_file or not masterkey_file.master_key or not masterkey_file.domain_backup_key:
-        raise ValueError("Invalid masterkey file")
+        raise ValueError("❗Invalid masterkey file")
 
     print("\n=== Adding Real DPAPI Data ===")
 
@@ -98,7 +98,7 @@ async def main() -> None:
         if len(await manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)) == 1:
             print("[✅] Added 1 masterkey:")
         else:
-            raise ValueError("Failed to add encrypted masterkey")
+            raise ValueError("❗Failed to add encrypted masterkey")
 
         print(f"- MasterKey GUID  : {masterkey_file.masterkey_guid}")
         print(f"- Backup Key GUID : {masterkey_file.domain_backup_key.guid_key}")
@@ -120,7 +120,7 @@ async def main() -> None:
         decrypted_keys_final = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
 
         if len(decrypted_keys_final) == 0:
-            print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
+            raise ValueError("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
         else:
             print(
                 f"[✅] Auto-decryption success! Total masterkeys: {len(all_keys_final)}, Decrypted: {len(decrypted_keys_final)}"

From 190964c7a22c90f992ae2be7e4087b9d80f4aa94 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 00:19:31 -0700
Subject: [PATCH 149/279] combine the get_masterkey/get_all_masterkeys

---
 .../dpapi_masterkey/analyzer.py               |  4 +-
 libs/nemesis_dpapi/examples/example.py        |  7 +-
 .../examples/masterkey_auto_decrypt.py        | 22 +++---
 .../nemesis_dpapi/auto_decrypt.py             | 13 ++--
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 33 ++++-----
 .../nemesis_dpapi/masterkey_decryptor.py      |  2 +-
 .../nemesis_dpapi/null_manager.py             |  9 +--
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py | 19 ++++--
 .../nemesis_dpapi/repositories.py             | 24 +++----
 .../nemesis_dpapi/storage_in_memory.py        | 38 +++++------
 .../nemesis_dpapi/storage_postgres.py         | 67 +++++++++----------
 .../file_enrichment/routes/dpapi.py           |  6 +-
 12 files changed, 115 insertions(+), 129 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index eb294a9..38e7e47 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -231,8 +231,8 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             await self.dpapi_manager.upsert_masterkey(mk)
 
             # Check if it was decrypted
-            stored_mk = await self.dpapi_manager.get_masterkey(masterkey_file.masterkey_guid)
-            was_decrypted = stored_mk and stored_mk.is_decrypted
+            stored_mks = await self.dpapi_manager.get_masterkeys(guid=masterkey_file.masterkey_guid)
+            was_decrypted = len(stored_mks) > 0 and stored_mks[0].is_decrypted
 
             if was_decrypted:
                 logger.info(f"Successfully processed and decrypted masterkey {masterkey_file.masterkey_guid}")
diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 8ca9c76..94c7441 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -95,7 +95,8 @@ async def main() -> None:
             )
         )
 
-        if len(await manager.get_all_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)) == 1:
+        encrypted_mks = await manager.get_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+        if len(encrypted_mks) == 1:
             print("[✅] Added 1 masterkey:")
         else:
             raise ValueError("❗Failed to add encrypted masterkey")
@@ -116,8 +117,8 @@ async def main() -> None:
         await asyncio.sleep(1)
 
         # Check final results
-        all_keys_final = await manager.get_all_masterkeys()
-        decrypted_keys_final = await manager.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_final = await manager.get_masterkeys()
+        decrypted_keys_final = await manager.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
 
         if len(decrypted_keys_final) == 0:
             raise ValueError("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 3dcd037..a9b74ea 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -125,8 +125,8 @@ async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_
             )
 
         # Check initial state
-        all_keys = await dpapi.get_all_masterkeys()
-        decrypted_keys = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys = await dpapi.get_masterkeys()
+        decrypted_keys = await dpapi.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
 
         # Add the domain backup key - this should trigger automatic decryption
@@ -143,8 +143,8 @@ async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_
         await asyncio.sleep(0.1)
 
         # Check final state - should show more decrypted keys if auto-decryption worked
-        all_keys_final = await dpapi.get_all_masterkeys()
-        decrypted_keys_final = await dpapi.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_final = await dpapi.get_masterkeys()
+        decrypted_keys_final = await dpapi.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
 
         if len(decrypted_keys_final) > len(decrypted_keys):
@@ -170,7 +170,7 @@ async def backup_key_first_then_masterkeys(mk_domain: MasterKeyFile, mk_local: M
 
         # Check initial state (should have backup key but no masterkeys)
         backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
-        all_keys_before = await dpapi2.get_all_masterkeys()
+        all_keys_before = await dpapi2.get_masterkeys()
         print(f"Initial state: {len(backup_keys)} backup keys, {len(all_keys_before)} masterkeys")
 
         # Add masterkeys - these should be auto-decrypted using existing backup key
@@ -202,8 +202,8 @@ async def backup_key_first_then_masterkeys(mk_domain: MasterKeyFile, mk_local: M
         await asyncio.sleep(0.1)
 
         # Check final state
-        all_keys_after = await dpapi2.get_all_masterkeys()
-        decrypted_keys_after = await dpapi2.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_after = await dpapi2.get_masterkeys()
+        decrypted_keys_after = await dpapi2.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) > 0:
@@ -232,8 +232,8 @@ async def auto_decryption_disabled(mk_domain: MasterKeyFile, backup_key_data: di
             )
 
         # Check state before backup key
-        all_keys_before = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_before = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_before = await dpapi_no_auto.get_masterkeys()
+        decrypted_keys_before = await dpapi_no_auto.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
 
         # Add backup key - should NOT trigger auto-decryption
@@ -249,8 +249,8 @@ async def auto_decryption_disabled(mk_domain: MasterKeyFile, backup_key_data: di
         await asyncio.sleep(0.1)
 
         # Check state after backup key
-        all_keys_after = await dpapi_no_auto.get_all_masterkeys()
-        decrypted_keys_after = await dpapi_no_auto.get_all_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        all_keys_after = await dpapi_no_auto.get_masterkeys()
+        decrypted_keys_after = await dpapi_no_auto.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) == len(decrypted_keys_before):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 8a87e09..b396635 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -77,11 +77,12 @@ class AutoDecryptionObserver(DpapiObserver):
     async def _handle_new_encrypted_masterkey(self, event: NewEncryptedMasterKeyEvent) -> None:
         """Attempt to decrypt a new masterkey using existing domain backup keys."""
 
-        masterkey = await self.dpapi_manager.get_masterkey(event.masterkey_guid)
+        masterkeys = await self.dpapi_manager.get_masterkeys(guid=event.masterkey_guid)
 
-        if not masterkey:
+        if not masterkeys:
             raise ValueError(f"New masterkey {event.masterkey_guid} not found in the DB!")
 
+        masterkey = masterkeys[0]
         if masterkey.is_decrypted:
             return  # Already decrypted
 
@@ -119,12 +120,12 @@ class AutoDecryptionObserver(DpapiObserver):
 
         if encrypted_masterkeys is None:
             # Filter out User masterkeys
-            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+            encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
                 filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
                 masterkey_type=[MasterKeyType.SYSTEM, MasterKeyType.SYSTEM_USER, MasterKeyType.UNKNOWN],
             )
 
-        if len(encrypted_masterkeys) == 0:
+        if not encrypted_masterkeys:
             return
 
         decrypted_count = 0
@@ -166,12 +167,12 @@ class AutoDecryptionObserver(DpapiObserver):
         try:
             if encrypted_masterkeys is None:
                 # Filter out SYSTEM masterkeys
-                encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+                encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
                     filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
                     masterkey_type=[MasterKeyType.USER, MasterKeyType.UNKNOWN],
                 )
 
-            if len(encrypted_masterkeys) == 0:
+            if not encrypted_masterkeys:
                 return
 
             new_backup_key = await self.dpapi_manager._backup_key_repo.get_backup_key(backup_key_guid)
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 539d942..d03c842 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -194,42 +194,37 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
 
         # Find the required masterkey
-        masterkey = await self._masterkey_repo.get_masterkey(blob.masterkey_guid)
-        if not masterkey:
+        masterkeys = await self._masterkey_repo.get_masterkeys(guid=blob.masterkey_guid)
+        if not masterkeys:
             raise MasterKeyNotFoundError(blob.masterkey_guid)
 
+        masterkey = masterkeys[0]
         if not masterkey.is_decrypted:
             raise MasterKeyNotDecryptedError(blob.masterkey_guid)
 
         return blob.decrypt(masterkey)
 
-    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
-        """Retrieve a masterkey by GUID.
-
-        Args:
-            guid: Masterkey GUID to retrieve
-            masterkey_type: Optional filter by user account type
-        """
-        if not self._initialized:
-            await self._initialize_storage()
-        return await self._masterkey_repo.get_masterkey(guid, masterkey_type)
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering.
+        """Retrieve masterkey(s) with optional filtering.
 
         Args:
-            filter_by: Filter by decryption status (default: ALL)
-            backup_key_guid: Filter by backup key GUID (default: None for all)
-            masterkey_type: Filter by user account types (default: None for all)
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
         """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_all_masterkeys(filter_by, backup_key_guid, masterkey_type)
+        return await self._masterkey_repo.get_masterkeys(guid, filter_by, backup_key_guid, masterkey_type)
 
     async def get_system_credential(self, guid: UUID) -> DpapiSystemCredential | None:
         """Retrieve a DPAPI system credential by GUID."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index de16898..aa1ba36 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -46,7 +46,7 @@ class MasterKeyDecryptorService:
         try:
             logger.info(f"Starting background decryption for credential type: {credential_type.__name__}")
 
-            encrypted_masterkeys = await self.dpapi_manager.get_all_masterkeys(
+            encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
                 filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
                 masterkey_type=[MasterKeyType.USER],
             )
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 32e6162..9989d43 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -37,17 +37,14 @@ class NullDpapiManager(DpapiManagerProtocol):
         """Decrypt a DPAPI blob (always fails)."""
         raise MasterKeyNotFoundError(blob.masterkey_guid)
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID (always returns None)."""
-        return None
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering (always returns empty list)."""
+        """Retrieve masterkey(s) with optional filtering (always returns empty list)."""
         return []
 
     async def close(self) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index c4d0a99..762e3c5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -36,17 +36,24 @@ class DpapiManagerProtocol(Protocol):
         """Decrypt a DPAPI blob using available masterkeys."""
         ...
 
-    async def get_masterkey(self, guid: UUID) -> MasterKey | None:
-        """Retrieve a masterkey by GUID."""
-        ...
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering."""
+        """Retrieve masterkey(s) with optional filtering.
+
+        Args:
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
+        """
         ...
 
     async def close(self) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index aac7737..36d6463 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -23,27 +23,23 @@ class MasterKeyRepository(Protocol):
         """Add or update a masterkey in storage."""
         ...
 
-    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
-        """Retrieve a masterkey by GUID.
-
-        Args:
-            guid: Masterkey GUID to retrieve
-            masterkey_type: Optional filter by user account type
-        """
-        ...
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering.
+        """Retrieve masterkey(s) with optional filtering.
 
         Args:
-            filter_by: Filter by decryption status (default: ALL)
-            backup_key_guid: Filter by backup key GUID (default: None for all)
-            masterkey_type: Filter by user account types (default: None for all)
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
         """
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 78264bf..1d0f8a6 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -18,36 +18,30 @@ class InMemoryMasterKeyRepository:
         """Add or update a masterkey in storage."""
         self._masterkeys[masterkey.guid] = masterkey
 
-    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
-        """Retrieve a masterkey by GUID.
-
-        Args:
-            guid: Masterkey GUID to retrieve
-            masterkey_type: Optional filter by user account type
-        """
-        masterkey = self._masterkeys.get(guid)
-        if masterkey is None:
-            return None
-
-        # Apply user account type filter if specified
-        if masterkey_type is not None and masterkey.masterkey_type != masterkey_type:
-            return None
-
-        return masterkey
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering.
+        """Retrieve masterkey(s) with optional filtering.
 
         Args:
-            filter_by: Filter by decryption status (default: ALL)
-            backup_key_guid: Filter by backup key GUID (default: None for all)
-            masterkey_type: Filter by user account types (default: None for all)
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
         """
+        # If guid is provided, return single masterkey as a list
+        if guid is not None:
+            mk = self._masterkeys.get(guid)
+            return [mk] if mk is not None else []
+
+        # Otherwise, return filtered list
         masterkeys = list(self._masterkeys.values())
 
         # Filter by decryption status
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 05ac3d5..930c647 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -45,51 +45,46 @@ class PostgresMasterKeyRepository:
                 masterkey.masterkey_type.value,
             )
 
-    async def get_masterkey(self, guid: UUID, masterkey_type: MasterKeyType | None = None) -> MasterKey | None:
-        """Retrieve a masterkey by GUID.
-
-        Args:
-            guid: Masterkey GUID to retrieve
-            masterkey_type: Optional filter by user account type
-        """
-        async with self.pool.acquire() as conn:
-            query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
-            params = [str(guid)]
-
-            if masterkey_type is not None:
-                query += " AND masterkey_type = $2"
-                params.append(masterkey_type.value)
-
-            row = await conn.fetchrow(query, *params)
-            if not row:
-                return None
-
-            return MasterKey(
-                guid=UUID(row["guid"]),
-                masterkey_type=MasterKeyType(row["masterkey_type"])
-                if row.get("masterkey_type")
-                else MasterKeyType.UNKNOWN,
-                encrypted_key_usercred=row["encrypted_key_usercred"],
-                encrypted_key_backup=row["encrypted_key_backup"],
-                plaintext_key=row["plaintext_key"],
-                plaintext_key_sha1=row["plaintext_key_sha1"],
-                backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
-            )
-
-    async def get_all_masterkeys(
+    async def get_masterkeys(
         self,
+        guid: UUID | None = None,
         filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
-        """Retrieve masterkeys with optional filtering.
+        """Retrieve masterkey(s) with optional filtering.
 
         Args:
-            filter_by: Filter by decryption status (default: ALL)
-            backup_key_guid: Filter by backup key GUID (default: None for all)
-            masterkey_type: Filter by user account types (default: None for all)
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
         """
         async with self.pool.acquire() as conn:
+            # If guid is provided, return single masterkey as a list
+            if guid is not None:
+                query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
+                row = await conn.fetchrow(query, str(guid))
+                if not row:
+                    return []
+
+                mk = MasterKey(
+                    guid=UUID(row["guid"]),
+                    masterkey_type=MasterKeyType(row["masterkey_type"])
+                    if row.get("masterkey_type")
+                    else MasterKeyType.UNKNOWN,
+                    encrypted_key_usercred=row["encrypted_key_usercred"],
+                    encrypted_key_backup=row["encrypted_key_backup"],
+                    plaintext_key=row["plaintext_key"],
+                    plaintext_key_sha1=row["plaintext_key_sha1"],
+                    backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+                )
+                return [mk]
+
+            # Otherwise, return filtered list
             # Build query based on filters
             query = f"SELECT * FROM {MASTKEYS_TABLE}"
             params = []
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index b6992aa..0c10337 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -139,7 +139,7 @@ async def dpapi_background_monitor(dpapi_manager: DpapiManager) -> None:
     logger.info("Entering DPAPI background monitor loop")
     while True:
         try:
-            num_masterkeys = await dpapi_manager.get_all_masterkeys()
+            num_masterkeys = await dpapi_manager.get_masterkeys()
             num_dec_masterkeys = len([mk for mk in num_masterkeys if mk.is_decrypted])
             num_enc_masterkeys = len([mk for mk in num_masterkeys if not mk.is_decrypted])
             backupkeys = await dpapi_manager._backup_key_repo.get_all_backup_keys()
@@ -238,8 +238,8 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
         masterkey_data = bytes.fromhex(master_key_data.key_hex)
 
         # Check if masterkey already exists
-        existing_masterkey = await dpapi_manager.get_masterkey(masterkey_guid)
-        if existing_masterkey is not None and existing_masterkey.is_decrypted:
+        existing_masterkeys = await dpapi_manager.get_masterkeys(guid=masterkey_guid)
+        if existing_masterkeys and existing_masterkeys[0].is_decrypted:
             logger.info(f"Master key {masterkey_guid} already exists, skipping")
             existing_guids.append(str(masterkey_guid))
             continue

From 7a1c4edeb530e859b1b92c956016f245e8ce2503 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 00:35:01 -0700
Subject: [PATCH 150/279] encapsulate repository access with public methods

---
 .../examples/masterkey_auto_decrypt.py        |  2 +-
 .../nemesis_dpapi/auto_decrypt.py             | 14 ++++----
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 32 +++++++++++++++++++
 .../nemesis_dpapi/null_manager.py             |  8 +++++
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py |  8 +++++
 .../nemesis_dpapi/repositories.py             | 13 +++++---
 .../nemesis_dpapi/storage_in_memory.py        | 17 +++++++---
 .../nemesis_dpapi/storage_postgres.py         | 22 +++++++------
 .../file_enrichment/routes/dpapi.py           |  4 +--
 9 files changed, 92 insertions(+), 28 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index a9b74ea..af58c29 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -169,7 +169,7 @@ async def backup_key_first_then_masterkeys(mk_domain: MasterKeyFile, mk_local: M
         await dpapi2.upsert_domain_backup_key(backup_key)
 
         # Check initial state (should have backup key but no masterkeys)
-        backup_keys = await dpapi2._backup_key_repo.get_all_backup_keys()
+        backup_keys = await dpapi2.get_backup_keys()
         all_keys_before = await dpapi2.get_masterkeys()
         print(f"Initial state: {len(backup_keys)} backup keys, {len(all_keys_before)} masterkeys")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index b396635..30d927b 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -175,11 +175,13 @@ class AutoDecryptionObserver(DpapiObserver):
             if not encrypted_masterkeys:
                 return
 
-            new_backup_key = await self.dpapi_manager._backup_key_repo.get_backup_key(backup_key_guid)
+            backup_keys = await self.dpapi_manager.get_backup_keys(guid=backup_key_guid)
 
-            if not new_backup_key:
+            if not backup_keys:
                 return
 
+            new_backup_key = backup_keys[0]
+
             # Try to decrypt each encrypted masterkey with the new backup key
             for enc_masterkey in encrypted_masterkeys:
                 if enc_masterkey.is_decrypted:
@@ -232,7 +234,7 @@ class AutoDecryptionObserver(DpapiObserver):
                         backup_key_guid=result.backup_key_guid,
                     )
 
-                    await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
+                    await self.dpapi_manager.upsert_masterkey(new_mk)
 
         except Exception as e:
             logger.error(f"Auto-decrypt _attempt_masterkey_decryption_with_backup_key error: {e}")
@@ -243,7 +245,7 @@ class AutoDecryptionObserver(DpapiObserver):
         if masterkey.encrypted_key_backup is None:
             return  # Cannot decrypt if there's no backup key data
 
-        backup_keys = await self.dpapi_manager._backup_key_repo.get_all_backup_keys()
+        backup_keys = await self.dpapi_manager.get_backup_keys()
         if not backup_keys:
             return
 
@@ -284,7 +286,7 @@ class AutoDecryptionObserver(DpapiObserver):
                     backup_key_guid=result.backup_key_guid,
                 )
                 print(f"Successfully decrypted masterkey {masterkey.guid} with backup key {backup_key.guid}")
-                await self.dpapi_manager._masterkey_repo.upsert_masterkey(new_mk)
+                await self.dpapi_manager.upsert_masterkey(new_mk)
                 break
 
         end_time = time.perf_counter()
@@ -300,7 +302,7 @@ class AutoDecryptionObserver(DpapiObserver):
         if masterkey.encrypted_key_usercred is None:
             return  # Cannot decrypt if there's no user credential data
 
-        system_credentials = await self.dpapi_manager._dpapi_system_cred_repo.get_all_credentials()
+        system_credentials = await self.dpapi_manager.get_system_credentials()
         if not system_credentials:
             return
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index d03c842..84c9e82 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -232,6 +232,38 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
         return await self._dpapi_system_cred_repo.get_credential(guid)
 
+    async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
+        """Retrieve DPAPI system credential(s).
+
+        Args:
+            guid: Optional specific credential GUID to retrieve. If provided, returns a list with one credential or empty list.
+
+        Returns:
+            A list of DpapiSystemCredential objects (empty list if no matches)
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        if guid is not None:
+            credential = await self._dpapi_system_cred_repo.get_credential(guid)
+            return [credential] if credential else []
+
+        return await self._dpapi_system_cred_repo.get_all_credentials()
+
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve domain backup key(s).
+
+        Args:
+            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
+
+        Returns:
+            A list of DomainBackupKey objects (empty list if no matches)
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        return await self._backup_key_repo.get_backup_keys(guid)
+
     async def close(self) -> None:
         """Close the manager and cleanup resources."""
         if self._pg_pool:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 9989d43..7b18672 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -47,6 +47,14 @@ class NullDpapiManager(DpapiManagerProtocol):
         """Retrieve masterkey(s) with optional filtering (always returns empty list)."""
         return []
 
+    async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
+        """Retrieve DPAPI system credential(s) (always returns empty list)."""
+        return []
+
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve domain backup key(s) (always returns empty list)."""
+        return []
+
     async def close(self) -> None:
         """Close the manager and cleanup resources (does nothing)."""
         pass
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index 762e3c5..5ce928c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -56,6 +56,14 @@ class DpapiManagerProtocol(Protocol):
         """
         ...
 
+    async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
+        """Retrieve DPAPI system credential(s)."""
+        ...
+
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve domain backup key(s)."""
+        ...
+
     async def close(self) -> None:
         """Close the manager and cleanup resources."""
         ...
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 36d6463..01261c0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -55,12 +55,15 @@ class DomainBackupKeyRepository(Protocol):
         """Add or update a domain backup key in storage."""
         ...
 
-    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
-        """Retrieve a backup key by GUID."""
-        ...
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve backup key(s).
 
-    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
-        """Retrieve all backup keys."""
+        Args:
+            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
+
+        Returns:
+            A list of DomainBackupKey objects (empty list if no matches)
+        """
         ...
 
     async def delete_backup_key(self, guid: UUID) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 1d0f8a6..3960bef 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -77,12 +77,19 @@ class InMemoryDomainBackupKeyRepository:
         """Add or update a domain backup key in storage."""
         self._backup_keys[key.guid] = key
 
-    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
-        """Retrieve a backup key by GUID."""
-        return self._backup_keys.get(guid)
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve backup key(s).
+
+        Args:
+            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
+
+        Returns:
+            A list of DomainBackupKey objects (empty list if no matches)
+        """
+        if guid is not None:
+            key = self._backup_keys.get(guid)
+            return [key] if key is not None else []
 
-    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
-        """Retrieve all backup keys."""
         return list(self._backup_keys.values())
 
     async def delete_backup_key(self, guid: UUID) -> None:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 930c647..bf6e6a4 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -156,18 +156,22 @@ class PostgresDomainBackupKeyRepository:
                 key.domain_controller,
             )
 
-    async def get_backup_key(self, guid: UUID) -> DomainBackupKey | None:
-        """Retrieve a backup key by GUID."""
-        async with self.pool.acquire() as conn:
-            row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
-            if not row:
-                return None
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve backup key(s).
 
-            return DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])
+        Args:
+            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
 
-    async def get_all_backup_keys(self) -> list[DomainBackupKey]:
-        """Retrieve all backup keys."""
+        Returns:
+            A list of DomainBackupKey objects (empty list if no matches)
+        """
         async with self.pool.acquire() as conn:
+            if guid is not None:
+                row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
+                if not row:
+                    return []
+                return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])]
+
             rows = await conn.fetch(f"SELECT * FROM {BACKUPKEYS_TABLE}")
             return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
 
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 0c10337..ae9f230 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -142,8 +142,8 @@ async def dpapi_background_monitor(dpapi_manager: DpapiManager) -> None:
             num_masterkeys = await dpapi_manager.get_masterkeys()
             num_dec_masterkeys = len([mk for mk in num_masterkeys if mk.is_decrypted])
             num_enc_masterkeys = len([mk for mk in num_masterkeys if not mk.is_decrypted])
-            backupkeys = await dpapi_manager._backup_key_repo.get_all_backup_keys()
-            num_system_creds = await dpapi_manager._dpapi_system_cred_repo.get_all_credentials()
+            backupkeys = await dpapi_manager.get_backup_keys()
+            num_system_creds = await dpapi_manager.get_system_credentials()
             logger.info(
                 "Background DPAPI loop tick",
                 total_mks=len(num_masterkeys),

From 37ef37e92c69cca25a82a05a524d8673fe423896 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 00:45:04 -0700
Subject: [PATCH 151/279] fix typing/linting warnings

---
 libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py | 6 ++++--
 libs/nemesis_dpapi/nemesis_dpapi/core.py              | 3 +--
 libs/nemesis_dpapi/nemesis_dpapi/manager.py           | 6 +++---
 libs/nemesis_dpapi/nemesis_dpapi/null_manager.py      | 4 ++--
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py         | 6 +++---
 5 files changed, 13 insertions(+), 12 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index af58c29..8ecff02 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -45,7 +45,7 @@ def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
     new_rsa_key = RSA.generate(2048)
 
     # Export as DER format (PKCS#1 private key)
-    private_key_der = new_rsa_key.export_key(format="DER", pkcs=1)
+    # private_key_der = new_rsa_key.export_key(format="DER", pkcs=1)
 
     # Convert DER to Microsoft's PRIVATE_KEY_BLOB format
     # The PRIVATE_KEY_BLOB format is:
@@ -155,7 +155,9 @@ async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_
             print("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
 
 
-async def backup_key_first_then_masterkeys(mk_domain: MasterKeyFile, mk_local: MasterKeyFile, backup_key_data: dict[str, str]) -> None:
+async def backup_key_first_then_masterkeys(
+    mk_domain: MasterKeyFile, mk_local: MasterKeyFile, backup_key_data: dict[str, str]
+) -> None:
     print("\n📋 Scenario 2: backup key added first, then masterkeys")
     async with DpapiManager(storage_backend="memory") as dpapi2:
         # Add domain backup key first
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index ad3bfbb..6d3bf56 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -25,10 +25,9 @@ from pydantic import BaseModel as PydanticBaseModel
 from pydantic import ConfigDict
 
 from .exceptions import BlobDecryptionError, BlobParsingError, InvalidBackupKeyError, MasterKeyDecryptionError
-from .keys import MasterKeyEncryptionKey
 
 if TYPE_CHECKING:
-    from .keys import DomainBackupKey
+    from .keys import DomainBackupKey, MasterKeyEncryptionKey
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 84c9e82..729ddc3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -1,6 +1,6 @@
 """Main DPAPI manager class."""
 
-from typing import TYPE_CHECKING
+from typing import TYPE_CHECKING, Self
 from uuid import UUID
 
 import asyncpg
@@ -103,12 +103,12 @@ class DpapiManager(DpapiManagerProtocol):
 
         self._initialized = True
 
-    async def __aenter__(self):
+    async def __aenter__(self) -> Self:
         """Async context manager entry."""
         await self._initialize_storage()
         return self
 
-    async def __aexit__(self, exc_type, exc_val, exc_tb):
+    async def __aexit__(self, exc_type, exc_val, exc_tb) -> None:
         """Async context manager exit."""
         if self._pg_pool:
             await self._pg_pool.close()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 7b18672..e599134 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -1,6 +1,6 @@
 """Null DPAPI manager implementation."""
 
-from typing import Any
+from typing import Any, Self
 from uuid import UUID
 
 from .core import Blob, MasterKey, MasterKeyType
@@ -13,7 +13,7 @@ from .repositories import MasterKeyFilter
 class NullDpapiManager(DpapiManagerProtocol):
     """Null object implementation of DPAPI manager that does nothing when methods are invoked."""
 
-    async def __aenter__(self) -> "NullDpapiManager":
+    async def __aenter__(self) -> Self:
         """Async context manager entry."""
         return self
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index 5ce928c..8785437 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -1,6 +1,6 @@
 """Protocol definitions for DPAPI components."""
 
-from typing import Protocol, runtime_checkable
+from typing import Protocol, Self, runtime_checkable
 from uuid import UUID
 
 from .core import Blob, MasterKey, MasterKeyType
@@ -12,11 +12,11 @@ from .repositories import MasterKeyFilter
 class DpapiManagerProtocol(Protocol):
     """Protocol defining the interface for DPAPI managers."""
 
-    async def __aenter__(self):
+    async def __aenter__(self) -> Self:
         """Async context manager entry."""
         ...
 
-    async def __aexit__(self, exc_type, exc_val, exc_tb):
+    async def __aexit__(self, exc_type, exc_val, exc_tb) -> None:
         """Async context manager exit."""
         ...
 

From 17473aa9bd18deb3e2f7dfa4e0b9cf74f1a4a001 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 01:01:22 -0700
Subject: [PATCH 152/279] combine get_system_credential /get_system_credentials

---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py | 7 -------
 1 file changed, 7 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 729ddc3..36e99e0 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -41,7 +41,6 @@ from .protocols import DpapiManagerProtocol
 from .repositories import MasterKeyFilter
 
 
-# TODO: Make thread safe
 class DpapiManager(DpapiManagerProtocol):
     """Main DPAPI manager for handling masterkeys, backup keys, and blob decryption."""
 
@@ -226,12 +225,6 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
         return await self._masterkey_repo.get_masterkeys(guid, filter_by, backup_key_guid, masterkey_type)
 
-    async def get_system_credential(self, guid: UUID) -> DpapiSystemCredential | None:
-        """Retrieve a DPAPI system credential by GUID."""
-        if not self._initialized:
-            await self._initialize_storage()
-        return await self._dpapi_system_cred_repo.get_credential(guid)
-
     async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
         """Retrieve DPAPI system credential(s).
 

From f613a4b9216eff3d075ac90148ad1ba76ecca4b5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 01:06:17 -0700
Subject: [PATCH 153/279] reorganize DpapiManager functions, remove close()
 method

---
 .../registry_hive/analyzer.py                 |   2 +-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 123 +++++++++---------
 .../nemesis_dpapi/null_manager.py             |   6 +-
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py |   6 +-
 .../file_enrichment/routes/dpapi.py           |   2 +-
 5 files changed, 63 insertions(+), 76 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 36f4110..c31dd02 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -984,7 +984,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             dpapi_system_cred = DpapiSystemCredential(machine_key=machine_key, user_key=user_key)
 
             # Register with the DPAPI manager - it will automatically decrypt compatible masterkeys
-            await self.dpapi_manager.upsert_dpapi_system_credential(dpapi_system_cred)
+            await self.dpapi_manager.upsert_system_credential(dpapi_system_cred)
 
             logger.info("Successfully registered DPAPI_SYSTEM credential with DPAPI manager")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 36e99e0..85dae7f 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -112,6 +112,14 @@ class DpapiManager(DpapiManagerProtocol):
         if self._pg_pool:
             await self._pg_pool.close()
 
+    async def subscribe(self, observer: DpapiObserver) -> None:
+        """Subscribe an observer to DPAPI events.
+
+        Args:
+            observer: Observer implementing the update(event) method
+        """
+        await self._publisher.register_subscriber(observer)
+
     async def upsert_masterkey(
         self,
         masterkey: MasterKey,
@@ -141,13 +149,27 @@ class DpapiManager(DpapiManagerProtocol):
         elif new_masterkey.encrypted_key_usercred or new_masterkey.encrypted_key_backup:
             await self._publisher.publish_event(NewEncryptedMasterKeyEvent(masterkey_guid=new_masterkey.guid))
 
-    async def subscribe(self, observer: DpapiObserver) -> None:
-        """Subscribe an observer to DPAPI events.
+    async def get_masterkeys(
+        self,
+        guid: UUID | None = None,
+        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        backup_key_guid: UUID | None = None,
+        masterkey_type: list[MasterKeyType] | None = None,
+    ) -> list[MasterKey]:
+        """Retrieve masterkey(s) with optional filtering.
 
         Args:
-            observer: Observer implementing the update(event) method
+            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
+            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
+            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
+
+        Returns:
+            A list of MasterKeys (empty list if no matches)
         """
-        await self._publisher.register_subscriber(observer)
+        if not self._initialized:
+            await self._initialize_storage()
+        return await self._masterkey_repo.get_masterkeys(guid, filter_by, backup_key_guid, masterkey_type)
 
     async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
@@ -163,7 +185,21 @@ class DpapiManager(DpapiManagerProtocol):
 
         await self._publisher.publish_event(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
-    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
+        """Retrieve domain backup key(s).
+
+        Args:
+            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
+
+        Returns:
+            A list of DomainBackupKey objects (empty list if no matches)
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        return await self._backup_key_repo.get_backup_keys(guid)
+
+    async def upsert_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential.
 
         Args:
@@ -175,6 +211,24 @@ class DpapiManager(DpapiManagerProtocol):
         await self._dpapi_system_cred_repo.upsert_credential(cred)
         await self._publisher.publish_event(NewDpapiSystemCredentialEvent(credential=cred))
 
+    async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
+        """Retrieve DPAPI system credential(s).
+
+        Args:
+            guid: Optional specific credential GUID to retrieve. If provided, returns a list with one credential or empty list.
+
+        Returns:
+            A list of DpapiSystemCredential objects (empty list if no matches)
+        """
+        if not self._initialized:
+            await self._initialize_storage()
+
+        if guid is not None:
+            credential = await self._dpapi_system_cred_repo.get_credential(guid)
+            return [credential] if credential else []
+
+        return await self._dpapi_system_cred_repo.get_all_credentials()
+
     async def decrypt_blob(self, blob: Blob) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
 
@@ -202,62 +256,3 @@ class DpapiManager(DpapiManagerProtocol):
             raise MasterKeyNotDecryptedError(blob.masterkey_guid)
 
         return blob.decrypt(masterkey)
-
-    async def get_masterkeys(
-        self,
-        guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
-        backup_key_guid: UUID | None = None,
-        masterkey_type: list[MasterKeyType] | None = None,
-    ) -> list[MasterKey]:
-        """Retrieve masterkey(s) with optional filtering.
-
-        Args:
-            guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
-            backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
-            masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
-
-        Returns:
-            A list of MasterKeys (empty list if no matches)
-        """
-        if not self._initialized:
-            await self._initialize_storage()
-        return await self._masterkey_repo.get_masterkeys(guid, filter_by, backup_key_guid, masterkey_type)
-
-    async def get_system_credentials(self, guid: UUID | None = None) -> list[DpapiSystemCredential]:
-        """Retrieve DPAPI system credential(s).
-
-        Args:
-            guid: Optional specific credential GUID to retrieve. If provided, returns a list with one credential or empty list.
-
-        Returns:
-            A list of DpapiSystemCredential objects (empty list if no matches)
-        """
-        if not self._initialized:
-            await self._initialize_storage()
-
-        if guid is not None:
-            credential = await self._dpapi_system_cred_repo.get_credential(guid)
-            return [credential] if credential else []
-
-        return await self._dpapi_system_cred_repo.get_all_credentials()
-
-    async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
-        """Retrieve domain backup key(s).
-
-        Args:
-            guid: Optional specific backup key GUID to retrieve. If provided, returns a list with one key or empty list.
-
-        Returns:
-            A list of DomainBackupKey objects (empty list if no matches)
-        """
-        if not self._initialized:
-            await self._initialize_storage()
-
-        return await self._backup_key_repo.get_backup_keys(guid)
-
-    async def close(self) -> None:
-        """Close the manager and cleanup resources."""
-        if self._pg_pool:
-            await self._pg_pool.close()
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index e599134..6ebcfa5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -29,7 +29,7 @@ class NullDpapiManager(DpapiManagerProtocol):
         """Add or update a domain backup key (does nothing)."""
         pass
 
-    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+    async def upsert_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential (does nothing)."""
         pass
 
@@ -54,7 +54,3 @@ class NullDpapiManager(DpapiManagerProtocol):
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
         """Retrieve domain backup key(s) (always returns empty list)."""
         return []
-
-    async def close(self) -> None:
-        """Close the manager and cleanup resources (does nothing)."""
-        pass
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index 8785437..85be362 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -28,7 +28,7 @@ class DpapiManagerProtocol(Protocol):
         """Add or update a domain backup key."""
         ...
 
-    async def upsert_dpapi_system_credential(self, cred: DpapiSystemCredential) -> None:
+    async def upsert_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential."""
         ...
 
@@ -63,7 +63,3 @@ class DpapiManagerProtocol(Protocol):
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
         """Retrieve domain backup key(s)."""
         ...
-
-    async def close(self) -> None:
-        """Close the manager and cleanup resources."""
-        ...
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index ae9f230..c1f12e6 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -267,7 +267,7 @@ async def _handle_dpapi_system_credential(dpapi_manager: DpapiManager, request:
 
     dpapi_system_bytes = bytes.fromhex(request.value)
     dpapi_system_key = DpapiSystemCredential.from_bytes(dpapi_system_bytes)
-    await dpapi_manager.upsert_dpapi_system_credential(dpapi_system_key)
+    await dpapi_manager.upsert_system_credential(dpapi_system_key)
 
     return {"status": "success", "type": "dpapi_system"}
 

From e6ff7f9d412aed8b1b3e3588469bd4b76f727654 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 01:14:30 -0700
Subject: [PATCH 154/279] rename MasterKeyFilter to EncryptionFilter

---
 libs/nemesis_dpapi/examples/example.py             |  6 +++---
 .../examples/masterkey_auto_decrypt.py             | 12 ++++++------
 libs/nemesis_dpapi/nemesis_dpapi/__init__.py       |  4 ++--
 libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py   |  6 +++---
 libs/nemesis_dpapi/nemesis_dpapi/manager.py        |  8 ++++----
 .../nemesis_dpapi/masterkey_decryptor.py           |  4 ++--
 libs/nemesis_dpapi/nemesis_dpapi/null_manager.py   |  4 ++--
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py      |  6 +++---
 libs/nemesis_dpapi/nemesis_dpapi/repositories.py   | 14 +++++++-------
 .../nemesis_dpapi/storage_in_memory.py             | 10 +++++-----
 .../nemesis_dpapi/storage_postgres.py              | 10 +++++-----
 11 files changed, 42 insertions(+), 42 deletions(-)

diff --git a/libs/nemesis_dpapi/examples/example.py b/libs/nemesis_dpapi/examples/example.py
index 94c7441..47e79ca 100644
--- a/libs/nemesis_dpapi/examples/example.py
+++ b/libs/nemesis_dpapi/examples/example.py
@@ -31,7 +31,7 @@ import json
 from pathlib import Path
 from uuid import UUID
 
-from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
+from nemesis_dpapi import Blob, DomainBackupKey, DpapiManager, EncryptionFilter, MasterKey, MasterKeyFile
 from nemesis_dpapi.eventing import (
     DpapiEvent,
     DpapiObserver,
@@ -95,7 +95,7 @@ async def main() -> None:
             )
         )
 
-        encrypted_mks = await manager.get_masterkeys(filter_by=MasterKeyFilter.ENCRYPTED_ONLY)
+        encrypted_mks = await manager.get_masterkeys(encryption_filter=EncryptionFilter.ENCRYPTED_ONLY)
         if len(encrypted_mks) == 1:
             print("[✅] Added 1 masterkey:")
         else:
@@ -118,7 +118,7 @@ async def main() -> None:
 
         # Check final results
         all_keys_final = await manager.get_masterkeys()
-        decrypted_keys_final = await manager.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys_final = await manager.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
 
         if len(decrypted_keys_final) == 0:
             raise ValueError("❗ No masterkeys were auto-decrypted. This is unexpected and something is broken!")
diff --git a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
index 8ecff02..f03917d 100644
--- a/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
+++ b/libs/nemesis_dpapi/examples/masterkey_auto_decrypt.py
@@ -28,7 +28,7 @@ from pathlib import Path
 from uuid import UUID
 
 from Crypto.PublicKey import RSA
-from nemesis_dpapi import DomainBackupKey, DpapiManager, MasterKey, MasterKeyFile, MasterKeyFilter
+from nemesis_dpapi import DomainBackupKey, DpapiManager, EncryptionFilter, MasterKey, MasterKeyFile
 
 
 def create_incorrect_backup_key(correct_key_data: bytes) -> bytes:
@@ -126,7 +126,7 @@ async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_
 
         # Check initial state
         all_keys = await dpapi.get_masterkeys()
-        decrypted_keys = await dpapi.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys = await dpapi.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
         print(f"Initial state: {len(all_keys)} total, {len(decrypted_keys)} decrypted")
 
         # Add the domain backup key - this should trigger automatic decryption
@@ -144,7 +144,7 @@ async def masterkeys_first_then_backup_key(mk_domain: MasterKeyFile, backup_key_
 
         # Check final state - should show more decrypted keys if auto-decryption worked
         all_keys_final = await dpapi.get_masterkeys()
-        decrypted_keys_final = await dpapi.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys_final = await dpapi.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_final)} total, {len(decrypted_keys_final)} decrypted")
 
         if len(decrypted_keys_final) > len(decrypted_keys):
@@ -205,7 +205,7 @@ async def backup_key_first_then_masterkeys(
 
         # Check final state
         all_keys_after = await dpapi2.get_masterkeys()
-        decrypted_keys_after = await dpapi2.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys_after = await dpapi2.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
         print(f"After adding masterkeys: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) > 0:
@@ -235,7 +235,7 @@ async def auto_decryption_disabled(mk_domain: MasterKeyFile, backup_key_data: di
 
         # Check state before backup key
         all_keys_before = await dpapi_no_auto.get_masterkeys()
-        decrypted_keys_before = await dpapi_no_auto.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys_before = await dpapi_no_auto.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
         print(f"Before backup key: {len(all_keys_before)} total, {len(decrypted_keys_before)} decrypted")
 
         # Add backup key - should NOT trigger auto-decryption
@@ -252,7 +252,7 @@ async def auto_decryption_disabled(mk_domain: MasterKeyFile, backup_key_data: di
 
         # Check state after backup key
         all_keys_after = await dpapi_no_auto.get_masterkeys()
-        decrypted_keys_after = await dpapi_no_auto.get_masterkeys(filter_by=MasterKeyFilter.DECRYPTED_ONLY)
+        decrypted_keys_after = await dpapi_no_auto.get_masterkeys(encryption_filter=EncryptionFilter.DECRYPTED_ONLY)
         print(f"After backup key: {len(all_keys_after)} total, {len(decrypted_keys_after)} decrypted")
 
         if len(decrypted_keys_after) == len(decrypted_keys_before):
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
index 622e428..58770b2 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/__init__.py
@@ -21,7 +21,7 @@ from .keys import (
     Sha1Hash,
 )
 from .manager import DpapiManager
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 __all__ = [
     # Main classes
@@ -31,7 +31,7 @@ __all__ = [
     "MasterKeyDecryptionError",
     "MasterKeyPolicy",
     "MasterKeyFile",
-    "MasterKeyFilter",
+    "EncryptionFilter",
     "MasterKeyType",
     # Keys
     "CredKey",
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
index 30d927b..97e0bd5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/auto_decrypt.py
@@ -8,7 +8,7 @@ from uuid import UUID
 
 from nemesis_dpapi.exceptions import MasterKeyDecryptionError
 from nemesis_dpapi.keys import MasterKeyEncryptionKey
-from nemesis_dpapi.repositories import MasterKeyFilter
+from nemesis_dpapi.repositories import EncryptionFilter
 
 from .core import BackupKeyRecoveryBlob, MasterKey, MasterKeyFile, MasterKeyPolicy, MasterKeyType
 from .eventing import (
@@ -121,7 +121,7 @@ class AutoDecryptionObserver(DpapiObserver):
         if encrypted_masterkeys is None:
             # Filter out User masterkeys
             encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
-                filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                encryption_filter=EncryptionFilter.ENCRYPTED_ONLY,
                 masterkey_type=[MasterKeyType.SYSTEM, MasterKeyType.SYSTEM_USER, MasterKeyType.UNKNOWN],
             )
 
@@ -168,7 +168,7 @@ class AutoDecryptionObserver(DpapiObserver):
             if encrypted_masterkeys is None:
                 # Filter out SYSTEM masterkeys
                 encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
-                    filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                    encryption_filter=EncryptionFilter.ENCRYPTED_ONLY,
                     masterkey_type=[MasterKeyType.USER, MasterKeyType.UNKNOWN],
                 )
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 85dae7f..a9f86a5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -38,7 +38,7 @@ if TYPE_CHECKING:
     )
 
 from .protocols import DpapiManagerProtocol
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 
 class DpapiManager(DpapiManagerProtocol):
@@ -152,7 +152,7 @@ class DpapiManager(DpapiManagerProtocol):
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
@@ -160,7 +160,7 @@ class DpapiManager(DpapiManagerProtocol):
 
         Args:
             guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            encryption_filter: Filter by decryption status (default: ALL). Ignored if guid is provided.
             backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
             masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
 
@@ -169,7 +169,7 @@ class DpapiManager(DpapiManagerProtocol):
         """
         if not self._initialized:
             await self._initialize_storage()
-        return await self._masterkey_repo.get_masterkeys(guid, filter_by, backup_key_guid, masterkey_type)
+        return await self._masterkey_repo.get_masterkeys(guid, encryption_filter, backup_key_guid, masterkey_type)
 
     async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index aa1ba36..6178e5f 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -6,7 +6,7 @@ from common.logger import get_logger
 from .core import MasterKeyType
 from .exceptions import MasterKeyDecryptionError
 from .keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey, NtlmHash, Password, Pbkdf2Hash, Sha1Hash
-from .manager import DpapiManager, MasterKeyFilter
+from .manager import DpapiManager, EncryptionFilter
 from .types import Sid
 
 logger = get_logger(__name__)
@@ -47,7 +47,7 @@ class MasterKeyDecryptorService:
             logger.info(f"Starting background decryption for credential type: {credential_type.__name__}")
 
             encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
-                filter_by=MasterKeyFilter.ENCRYPTED_ONLY,
+                encryption_filter=EncryptionFilter.ENCRYPTED_ONLY,
                 masterkey_type=[MasterKeyType.USER],
             )
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 6ebcfa5..642da5c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -7,7 +7,7 @@ from .core import Blob, MasterKey, MasterKeyType
 from .exceptions import MasterKeyNotFoundError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .protocols import DpapiManagerProtocol
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 
 class NullDpapiManager(DpapiManagerProtocol):
@@ -40,7 +40,7 @@ class NullDpapiManager(DpapiManagerProtocol):
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index 85be362..02ec1fe 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -5,7 +5,7 @@ from uuid import UUID
 
 from .core import Blob, MasterKey, MasterKeyType
 from .keys import DomainBackupKey, DpapiSystemCredential
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 
 @runtime_checkable
@@ -39,7 +39,7 @@ class DpapiManagerProtocol(Protocol):
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
@@ -47,7 +47,7 @@ class DpapiManagerProtocol(Protocol):
 
         Args:
             guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            encryption_filter: Filter by decryption status (default: ALL). Ignored if guid is provided.
             backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
             masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 01261c0..8ba2244 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -8,12 +8,12 @@ from .core import MasterKey, MasterKeyType
 from .keys import DomainBackupKey, DpapiSystemCredential
 
 
-class MasterKeyFilter(Enum):
-    """Filter options for masterkey queries."""
+class EncryptionFilter(Enum):
+    """Encryption filter options for masterkey queries."""
 
-    ALL = "all"
-    ENCRYPTED_ONLY = "encrypted_only"
-    DECRYPTED_ONLY = "decrypted_only"
+    ALL = "all"  # Return all masterkeys
+    ENCRYPTED_ONLY = "encrypted_only"  # Return only encrypted masterkeys
+    DECRYPTED_ONLY = "decrypted_only"  # Return only decrypted masterkeys
 
 
 class MasterKeyRepository(Protocol):
@@ -26,7 +26,7 @@ class MasterKeyRepository(Protocol):
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
@@ -34,7 +34,7 @@ class MasterKeyRepository(Protocol):
 
         Args:
             guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            encryption_filter: Filter by decryption status (default: ALL). Ignored if guid is provided.
             backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
             masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index 3960bef..c6251ba 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -5,7 +5,7 @@ from uuid import UUID
 from .core import MasterKey, MasterKeyType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 
 class InMemoryMasterKeyRepository:
@@ -21,7 +21,7 @@ class InMemoryMasterKeyRepository:
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
@@ -29,7 +29,7 @@ class InMemoryMasterKeyRepository:
 
         Args:
             guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            encryption_filter: Filter by decryption status (default: ALL). Ignored if guid is provided.
             backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
             masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
 
@@ -45,9 +45,9 @@ class InMemoryMasterKeyRepository:
         masterkeys = list(self._masterkeys.values())
 
         # Filter by decryption status
-        if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
+        if encryption_filter == EncryptionFilter.ENCRYPTED_ONLY:
             masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
-        elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
+        elif encryption_filter == EncryptionFilter.DECRYPTED_ONLY:
             masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
 
         # Filter by backup key GUID
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index bf6e6a4..5df41b7 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -7,7 +7,7 @@ import asyncpg
 from .core import MasterKey, MasterKeyType
 from .exceptions import StorageError
 from .keys import DomainBackupKey, DpapiSystemCredential
-from .repositories import MasterKeyFilter
+from .repositories import EncryptionFilter
 
 MASTKEYS_TABLE = "dpapi.masterkeys"
 BACKUPKEYS_TABLE = "dpapi.domain_backup_keys"
@@ -48,7 +48,7 @@ class PostgresMasterKeyRepository:
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
-        filter_by: MasterKeyFilter = MasterKeyFilter.ALL,
+        encryption_filter: EncryptionFilter = EncryptionFilter.ALL,
         backup_key_guid: UUID | None = None,
         masterkey_type: list[MasterKeyType] | None = None,
     ) -> list[MasterKey]:
@@ -56,7 +56,7 @@ class PostgresMasterKeyRepository:
 
         Args:
             guid: Optional specific masterkey GUID to retrieve. If provided, returns a list with one MasterKey or empty list.
-            filter_by: Filter by decryption status (default: ALL). Ignored if guid is provided.
+            encryption_filter: Filter by decryption status (default: ALL). Ignored if guid is provided.
             backup_key_guid: Filter by backup key GUID (default: None for all). Ignored if guid is provided.
             masterkey_type: Filter by user account types (default: None for all). Ignored if guid is provided.
 
@@ -119,9 +119,9 @@ class PostgresMasterKeyRepository:
             ]
 
             # Apply decryption filter in Python (could be optimized to SQL)
-            if filter_by == MasterKeyFilter.ENCRYPTED_ONLY:
+            if encryption_filter == EncryptionFilter.ENCRYPTED_ONLY:
                 masterkeys = [mk for mk in masterkeys if not mk.is_decrypted]
-            elif filter_by == MasterKeyFilter.DECRYPTED_ONLY:
+            elif encryption_filter == EncryptionFilter.DECRYPTED_ONLY:
                 masterkeys = [mk for mk in masterkeys if mk.is_decrypted]
 
             return masterkeys

From 51f05a3acd50c59c9400e5e63496f881bdae8c23 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 02:11:14 -0700
Subject: [PATCH 155/279] add write-once constraints to DPAPI columns

---
 infra/postgres/01-schema.sql                  |   6 +-
 .../nemesis_dpapi/nemesis_dpapi/exceptions.py |  27 ++++
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  68 +++++++++-
 .../nemesis_dpapi/storage_in_memory.py        |  56 ++++++++-
 .../nemesis_dpapi/storage_postgres.py         |  82 +++++++++---
 .../nemesis_dpapi/nemesis_dpapi/validation.py | 118 ++++++++++++++++++
 6 files changed, 329 insertions(+), 28 deletions(-)
 create mode 100644 libs/nemesis_dpapi/nemesis_dpapi/validation.py

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 20ac114..ba373ac 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -745,19 +745,19 @@ CREATE TABLE IF NOT EXISTS chromium.cookies (
 CREATE SCHEMA dpapi;
 
 CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
-    guid TEXT PRIMARY KEY,
+    guid UUID PRIMARY KEY,
     encrypted_key_usercred BYTEA,
     encrypted_key_backup BYTEA,
     plaintext_key BYTEA,
     plaintext_key_sha1 BYTEA,
-    backup_key_guid TEXT,
+    backup_key_guid UUID,
     masterkey_type TEXT DEFAULT 'unknown',
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
 );
 
 CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
-    guid TEXT PRIMARY KEY,
+    guid UUID PRIMARY KEY,
     key_data BYTEA NOT NULL,
     domain_controller TEXT,
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
index 12205e0..5333f8a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/exceptions.py
@@ -59,3 +59,30 @@ class BlobDecryptionError(DpapiError):
     """Raised when DPAPI blob decryption fails."""
 
     pass
+
+
+class WriteOnceViolationError(StorageError):
+    """Raised when attempting to modify a field that already has a value (write-once semantics).
+
+    This exception is raised when an upsert operation tries to change a field that already
+    contains a non-NULL value. Write-once semantics ensure that once a field is set to a
+    non-NULL value, it cannot be changed to a different value.
+    """
+
+    def __init__(self, entity_type: str, entity_id: str, fields: list[str]) -> None:
+        """Initialize WriteOnceViolationError.
+
+        Args:
+            entity_type: The type of entity (e.g., "masterkey", "backup_key")
+            entity_id: The identifier of the entity (e.g., GUID)
+            fields: List of field names that have write-once violations
+        """
+        self.entity_type = entity_type
+        self.entity_id = entity_id
+        self.fields = fields
+
+        fields_str = ", ".join(f"'{f}'" for f in fields)
+        super().__init__(
+            f"Write-once violation for {entity_type} {entity_id}: "
+            f"field(s) {fields_str} already have values and cannot be modified"
+        )
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index a9f86a5..4e23b37 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -4,7 +4,6 @@ from typing import TYPE_CHECKING, Self
 from uuid import UUID
 
 import asyncpg
-from Crypto.Hash import SHA1
 
 from .auto_decrypt import AutoDecryptionObserver
 from .core import Blob, MasterKey, MasterKeyType
@@ -17,7 +16,7 @@ from .eventing import (
     NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
-from .exceptions import MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from .exceptions import MasterKeyNotDecryptedError, MasterKeyNotFoundError, WriteOnceViolationError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .storage_in_memory import (
     InMemoryDomainBackupKeyRepository,
@@ -29,6 +28,7 @@ from .storage_postgres import (
     PostgresDpapiSystemCredentialRepository,
     PostgresMasterKeyRepository,
 )
+from .validation import check_write_once_conflicts, validate_and_calculate_sha1, validate_no_empty_string
 
 if TYPE_CHECKING:
     from .repositories import (
@@ -126,21 +126,54 @@ class DpapiManager(DpapiManagerProtocol):
     ) -> None:
         """Add or update a masterkey (encrypted or plaintext).
 
+        This method enforces write-once semantics: once a field is set to a non-NULL value,
+        it cannot be changed to a different value. Fields can only be written once.
+
         Args:
             masterkey: MasterKey object to add or update
+
+        Raises:
+            ValueError: If plaintext_key and plaintext_key_sha1 don't match
+            WriteOnceViolationError: If attempting to modify fields that already have values
         """
         if not self._initialized:
             await self._initialize_storage()
 
-        calculated_sha1 = None
-        if masterkey.plaintext_key and not masterkey.plaintext_key_sha1:
-            calculated_sha1 = SHA1.new(masterkey.plaintext_key).digest()
+        # Validate and calculate SHA1 hash
+        # This ensures integrity: if plaintext_key is provided, SHA1 is calculated and verified
+        validated_sha1 = validate_and_calculate_sha1(
+            masterkey.plaintext_key,
+            masterkey.plaintext_key_sha1,
+        )
+
+        # Create updated masterkey with validated SHA1 if it changed
+        if validated_sha1 != masterkey.plaintext_key_sha1:
             new_masterkey = masterkey.model_copy(
-                update={"plaintext_key_sha1": calculated_sha1},
+                update={"plaintext_key_sha1": validated_sha1},
             )
         else:
             new_masterkey = masterkey
 
+        # Check write-once constraints against existing record
+        existing_list = await self._masterkey_repo.get_masterkeys(guid=new_masterkey.guid)
+        if existing_list:
+            existing = existing_list[0]
+            conflicts = check_write_once_conflicts(
+                existing,
+                new_masterkey,
+                fields=[
+                    "encrypted_key_usercred",
+                    "encrypted_key_backup",
+                    "plaintext_key",
+                    "plaintext_key_sha1",
+                    "backup_key_guid",
+                    "masterkey_type",
+                ],
+            )
+            if conflicts:
+                raise WriteOnceViolationError("masterkey", str(new_masterkey.guid), conflicts)
+
+        # Call repository to perform the upsert (repository layer also enforces write-once at SQL level)
         await self._masterkey_repo.upsert_masterkey(new_masterkey)
 
         # Publish appropriate event based on what was added
@@ -174,13 +207,36 @@ class DpapiManager(DpapiManagerProtocol):
     async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
 
+        This method enforces write-once semantics: once a field is set to a non-NULL value,
+        it cannot be changed to a different value. Fields can only be written once.
+
         Args:
             backup_key: Domain backup key to add or update
+
+        Raises:
+            ValueError: If domain_controller is an empty string
+            WriteOnceViolationError: If attempting to modify fields that already have values
         """
 
         if not self._initialized:
             await self._initialize_storage()
 
+        # Validate that domain_controller is not an empty string (NULL or non-empty only)
+        validate_no_empty_string(backup_key.domain_controller, "domain_controller")
+
+        # Check write-once constraints against existing record
+        existing_list = await self._backup_key_repo.get_backup_keys(guid=backup_key.guid)
+        if existing_list:
+            existing = existing_list[0]
+            conflicts = check_write_once_conflicts(
+                existing,
+                backup_key,
+                fields=["key_data", "domain_controller"],
+            )
+            if conflicts:
+                raise WriteOnceViolationError("backup_key", str(backup_key.guid), conflicts)
+
+        # Call repository to perform the upsert (repository layer also enforces write-once at SQL level)
         await self._backup_key_repo.upsert_backup_key(backup_key)
 
         await self._publisher.publish_event(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index c6251ba..f8efc18 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -3,9 +3,10 @@
 from uuid import UUID
 
 from .core import MasterKey, MasterKeyType
-from .exceptions import StorageError
+from .exceptions import StorageError, WriteOnceViolationError
 from .keys import DomainBackupKey, DpapiSystemCredential
 from .repositories import EncryptionFilter
+from .validation import check_write_once_conflicts
 
 
 class InMemoryMasterKeyRepository:
@@ -15,7 +16,35 @@ class InMemoryMasterKeyRepository:
         self._masterkeys: dict[UUID, MasterKey] = {}
 
     async def upsert_masterkey(self, masterkey: MasterKey) -> None:
-        """Add or update a masterkey in storage."""
+        """Add or update a masterkey in storage with write-once semantics.
+
+        Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
+        it cannot be changed to a different value (including NULL).
+
+        Raises:
+            WriteOnceViolationError: If attempting to modify fields that already have values
+        """
+        if masterkey.guid in self._masterkeys:
+            existing = self._masterkeys[masterkey.guid]
+
+            # Check write-once constraints - ensure consistency with PostgreSQL implementation
+            conflicts = check_write_once_conflicts(
+                existing,
+                masterkey,
+                fields=[
+                    "encrypted_key_usercred",
+                    "encrypted_key_backup",
+                    "plaintext_key",
+                    "plaintext_key_sha1",
+                    "backup_key_guid",
+                    "masterkey_type",
+                ],
+            )
+
+            if conflicts:
+                raise WriteOnceViolationError("masterkey", str(masterkey.guid), conflicts)
+
+        # Insert or update (only reached if no conflicts)
         self._masterkeys[masterkey.guid] = masterkey
 
     async def get_masterkeys(
@@ -74,7 +103,28 @@ class InMemoryDomainBackupKeyRepository:
         self._backup_keys: dict[UUID, DomainBackupKey] = {}
 
     async def upsert_backup_key(self, key: DomainBackupKey) -> None:
-        """Add or update a domain backup key in storage."""
+        """Add or update a domain backup key in storage with write-once semantics.
+
+        Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
+        it cannot be changed to a different value (including NULL).
+
+        Raises:
+            WriteOnceViolationError: If attempting to modify fields that already have values
+        """
+        if key.guid in self._backup_keys:
+            existing = self._backup_keys[key.guid]
+
+            # Check write-once constraints - ensure consistency with PostgreSQL implementation
+            conflicts = check_write_once_conflicts(
+                existing,
+                key,
+                fields=["key_data", "domain_controller"],
+            )
+
+            if conflicts:
+                raise WriteOnceViolationError("backup_key", str(key.guid), conflicts)
+
+        # Insert or update (only reached if no conflicts)
         self._backup_keys[key.guid] = key
 
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 5df41b7..1535565 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -21,7 +21,14 @@ class PostgresMasterKeyRepository:
         self.pool = connection_pool
 
     async def upsert_masterkey(self, masterkey: MasterKey) -> None:
-        """Add or update a masterkey in storage."""
+        """Add or update a masterkey in storage with write-once semantics.
+
+        Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
+        it cannot be changed to a different value (including NULL).
+
+        Raises:
+            WriteOnceViolationError: If attempting to modify fields that already have values
+        """
         async with self.pool.acquire() as conn:
             await conn.execute(
                 f"""
@@ -35,16 +42,41 @@ class PostgresMasterKeyRepository:
                     plaintext_key_sha1 = EXCLUDED.plaintext_key_sha1,
                     backup_key_guid = EXCLUDED.backup_key_guid,
                     masterkey_type = EXCLUDED.masterkey_type
+                WHERE
+                    -- Write-once enforcement: only update if existing is NULL or matches new value
+                    -- SQL Pattern: (existing IS NULL OR existing = new)
+                    -- This correctly handles NULL because:
+                    --   - If existing IS NULL: first condition is TRUE, allows write
+                    --   - If existing is NOT NULL: second condition checked, must equal new value
+                    --   - Note: "NULL = NULL" returns NULL (falsy), but "IS NULL" returns TRUE
+                    ({MASTKEYS_TABLE}.encrypted_key_usercred IS NULL OR
+                     {MASTKEYS_TABLE}.encrypted_key_usercred = EXCLUDED.encrypted_key_usercred)
+                    AND ({MASTKEYS_TABLE}.encrypted_key_backup IS NULL OR
+                         {MASTKEYS_TABLE}.encrypted_key_backup = EXCLUDED.encrypted_key_backup)
+                    AND ({MASTKEYS_TABLE}.plaintext_key IS NULL OR
+                         {MASTKEYS_TABLE}.plaintext_key = EXCLUDED.plaintext_key)
+                    AND ({MASTKEYS_TABLE}.plaintext_key_sha1 IS NULL OR
+                         {MASTKEYS_TABLE}.plaintext_key_sha1 = EXCLUDED.plaintext_key_sha1)
+                    AND ({MASTKEYS_TABLE}.backup_key_guid IS NULL OR
+                         {MASTKEYS_TABLE}.backup_key_guid = EXCLUDED.backup_key_guid)
+                    AND ({MASTKEYS_TABLE}.masterkey_type IS NULL OR
+                         {MASTKEYS_TABLE}.masterkey_type = EXCLUDED.masterkey_type)
                 """,
-                str(masterkey.guid),
+                masterkey.guid,
                 masterkey.encrypted_key_usercred,
                 masterkey.encrypted_key_backup,
                 masterkey.plaintext_key,
                 masterkey.plaintext_key_sha1,
-                str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
+                masterkey.backup_key_guid,
                 masterkey.masterkey_type.value,
             )
 
+            # Check if the WHERE clause prevented the update (write-once violation)
+            # Note: asyncpg returns "INSERT 0 1" for new rows, "UPDATE 1" for updated rows
+            # If WHERE clause fails, we get "INSERT 0 0" (conflict but no update)
+            # However, asyncpg's execute() doesn't reliably return row counts for ON CONFLICT
+            # so we rely on service layer validation as the primary check
+
     async def get_masterkeys(
         self,
         guid: UUID | None = None,
@@ -67,12 +99,12 @@ class PostgresMasterKeyRepository:
             # If guid is provided, return single masterkey as a list
             if guid is not None:
                 query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
-                row = await conn.fetchrow(query, str(guid))
+                row = await conn.fetchrow(query, guid)
                 if not row:
                     return []
 
                 mk = MasterKey(
-                    guid=UUID(row["guid"]),
+                    guid=row["guid"],
                     masterkey_type=MasterKeyType(row["masterkey_type"])
                     if row.get("masterkey_type")
                     else MasterKeyType.UNKNOWN,
@@ -80,7 +112,7 @@ class PostgresMasterKeyRepository:
                     encrypted_key_backup=row["encrypted_key_backup"],
                     plaintext_key=row["plaintext_key"],
                     plaintext_key_sha1=row["plaintext_key_sha1"],
-                    backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+                    backup_key_guid=row["backup_key_guid"],
                 )
                 return [mk]
 
@@ -92,7 +124,7 @@ class PostgresMasterKeyRepository:
 
             if backup_key_guid is not None:
                 conditions.append(f"backup_key_guid = ${len(params) + 1}")
-                params.append(str(backup_key_guid))
+                params.append(backup_key_guid)
 
             if masterkey_type is not None and len(masterkey_type) > 0:
                 # Use ANY for matching multiple values
@@ -105,7 +137,7 @@ class PostgresMasterKeyRepository:
             rows = await conn.fetch(query, *params)
             masterkeys = [
                 MasterKey(
-                    guid=UUID(row["guid"]),
+                    guid=row["guid"],
                     masterkey_type=MasterKeyType(row["masterkey_type"])
                     if row.get("masterkey_type")
                     else MasterKeyType.UNKNOWN,
@@ -113,7 +145,7 @@ class PostgresMasterKeyRepository:
                     encrypted_key_backup=row["encrypted_key_backup"],
                     plaintext_key=row["plaintext_key"],
                     plaintext_key_sha1=row["plaintext_key_sha1"],
-                    backup_key_guid=UUID(row["backup_key_guid"]) if row["backup_key_guid"] else None,
+                    backup_key_guid=row["backup_key_guid"],
                 )
                 for row in rows
             ]
@@ -129,7 +161,7 @@ class PostgresMasterKeyRepository:
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute(f"DELETE FROM {MASTKEYS_TABLE} WHERE guid = $1", str(guid))
+            result = await conn.execute(f"DELETE FROM {MASTKEYS_TABLE} WHERE guid = $1", guid)
             if result == "DELETE 0":
                 raise StorageError(f"Masterkey {guid} not found")
 
@@ -141,7 +173,14 @@ class PostgresDomainBackupKeyRepository:
         self.pool = connection_pool
 
     async def upsert_backup_key(self, key: DomainBackupKey) -> None:
-        """Add or update a domain backup key in storage."""
+        """Add or update a domain backup key in storage with write-once semantics.
+
+        Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
+        it cannot be changed to a different value (including NULL).
+
+        Raises:
+            WriteOnceViolationError: If attempting to modify fields that already have values
+        """
         async with self.pool.acquire() as conn:
             await conn.execute(
                 f"""
@@ -150,8 +189,19 @@ class PostgresDomainBackupKeyRepository:
                 ON CONFLICT (guid) DO UPDATE SET
                     key_data = EXCLUDED.key_data,
                     domain_controller = EXCLUDED.domain_controller
+                WHERE
+                    -- Write-once enforcement: only update if existing is NULL or matches new value
+                    -- SQL Pattern: (existing IS NULL OR existing = new)
+                    -- This correctly handles NULL because:
+                    --   - If existing IS NULL: first condition is TRUE, allows write
+                    --   - If existing is NOT NULL: second condition checked, must equal new value
+                    --   - Note: "NULL = NULL" returns NULL (falsy), but "IS NULL" returns TRUE
+                    ({BACKUPKEYS_TABLE}.key_data IS NULL OR
+                     {BACKUPKEYS_TABLE}.key_data = EXCLUDED.key_data)
+                    AND ({BACKUPKEYS_TABLE}.domain_controller IS NULL OR
+                         {BACKUPKEYS_TABLE}.domain_controller = EXCLUDED.domain_controller)
                 """,
-                str(key.guid),
+                key.guid,
                 key.key_data,
                 key.domain_controller,
             )
@@ -167,18 +217,18 @@ class PostgresDomainBackupKeyRepository:
         """
         async with self.pool.acquire() as conn:
             if guid is not None:
-                row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
+                row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", guid)
                 if not row:
                     return []
-                return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"])]
+                return [DomainBackupKey(guid=row["guid"], key_data=row["key_data"])]
 
             rows = await conn.fetch(f"SELECT * FROM {BACKUPKEYS_TABLE}")
-            return [DomainBackupKey(guid=UUID(row["guid"]), key_data=row["key_data"]) for row in rows]
+            return [DomainBackupKey(guid=row["guid"], key_data=row["key_data"]) for row in rows]
 
     async def delete_backup_key(self, guid: UUID) -> None:
         """Delete a backup key by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute(f"DELETE FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
+            result = await conn.execute(f"DELETE FROM {BACKUPKEYS_TABLE} WHERE guid = $1", guid)
             if result == "DELETE 0":
                 raise StorageError(f"Domain backup key {guid} not found")
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/validation.py b/libs/nemesis_dpapi/nemesis_dpapi/validation.py
new file mode 100644
index 0000000..f40533b
--- /dev/null
+++ b/libs/nemesis_dpapi/nemesis_dpapi/validation.py
@@ -0,0 +1,118 @@
+"""Validation helpers for DPAPI operations."""
+
+from typing import Any
+
+from Crypto.Hash import SHA1
+
+
+def validate_and_calculate_sha1(
+    plaintext_key: bytes | None,
+    plaintext_key_sha1: bytes | None,
+) -> bytes | None:
+    """Validate and/or calculate SHA1 of plaintext key.
+
+    This function enforces that if a plaintext_key is provided, its SHA1 hash is
+    correctly calculated and matches any provided plaintext_key_sha1. This ensures
+    data integrity and prevents accepting mismatched key/hash pairs.
+
+    Rules:
+    - If plaintext_key provided: calculate SHA1, verify if sha1 also provided
+    - If only sha1 provided: return it (valid scenario for SHA1-only updates)
+    - If neither provided: return None
+
+    Args:
+        plaintext_key: The plaintext masterkey bytes (optional)
+        plaintext_key_sha1: The SHA1 hash of the plaintext key (optional)
+
+    Returns:
+        The validated/calculated SHA1 hash, or None if neither input provided
+
+    Raises:
+        ValueError: If provided sha1 doesn't match calculated sha1 from plaintext_key
+
+    Examples:
+        >>> # Auto-calculate SHA1
+        >>> sha1 = validate_and_calculate_sha1(b"mykey", None)
+
+        >>> # Verify provided SHA1 matches
+        >>> sha1 = validate_and_calculate_sha1(b"mykey", expected_sha1)
+
+        >>> # SHA1-only update
+        >>> sha1 = validate_and_calculate_sha1(None, known_sha1)
+    """
+    if plaintext_key is not None:
+        calculated = SHA1.new(plaintext_key).digest()
+        if plaintext_key_sha1 is not None:
+            if calculated != plaintext_key_sha1:
+                raise ValueError(
+                    "Provided plaintext_key_sha1 does not match calculated SHA1 of plaintext_key"
+                )
+        return calculated
+    return plaintext_key_sha1
+
+
+def validate_no_empty_string(value: str | None, field_name: str) -> None:
+    """Validate that string field is not empty string (NULL or non-empty only).
+
+    Empty strings are not allowed as they can be ambiguous with NULL values.
+    Fields should either be NULL (unset) or contain a non-empty string.
+
+    Args:
+        value: The string value to validate (can be None)
+        field_name: The name of the field being validated (for error messages)
+
+    Raises:
+        ValueError: If value is an empty string
+
+    Examples:
+        >>> validate_no_empty_string(None, "domain_controller")  # OK
+        >>> validate_no_empty_string("DC01", "domain_controller")  # OK
+        >>> validate_no_empty_string("", "domain_controller")  # Raises ValueError
+    """
+    if value == "":
+        raise ValueError(f"{field_name} cannot be empty string (use None for unset)")
+
+
+def check_write_once_conflicts(
+    existing: Any,
+    new: Any,
+    fields: list[str],
+) -> list[str]:
+    """Check for write-once conflicts between existing and new records.
+
+    Compares specified fields between an existing record and a new record to detect
+    write-once violations. A violation occurs when:
+    - The existing field has a non-NULL value
+    - The new field has a different value (including NULL)
+
+    This enforces write-once semantics where fields can only be set once and cannot
+    be changed afterward.
+
+    Args:
+        existing: The existing record object
+        new: The new record object to compare against
+        fields: List of field names to check for conflicts
+
+    Returns:
+        List of field names that have write-once conflicts (empty if no conflicts)
+
+    Examples:
+        >>> conflicts = check_write_once_conflicts(
+        ...     existing_masterkey,
+        ...     new_masterkey,
+        ...     ["plaintext_key", "backup_key_guid"]
+        ... )
+        >>> if conflicts:
+        ...     raise WriteOnceViolationError("masterkey", guid, conflicts)
+    """
+    conflicts = []
+    for field in fields:
+        existing_val = getattr(existing, field)
+        new_val = getattr(new, field)
+
+        # Write-once violation: existing is not NULL and differs from new value
+        # This includes the case where new value is NULL (attempting to clear a field)
+        if existing_val is not None and existing_val != new_val:
+            conflicts.append(field)
+
+    return conflicts

From 9dc4fa22ccd34afaab7aac50838890199dd61a2d Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 02:29:36 -0700
Subject: [PATCH 156/279] added write-once tests

---
 .../nemesis_dpapi/storage_postgres.py         |  16 +-
 libs/nemesis_dpapi/tests/test_validation.py   | 198 +++++++
 libs/nemesis_dpapi/tests/test_write_once.py   | 502 ++++++++++++++++++
 3 files changed, 708 insertions(+), 8 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/test_validation.py
 create mode 100644 libs/nemesis_dpapi/tests/test_write_once.py

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 1535565..9360a9f 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -62,12 +62,12 @@ class PostgresMasterKeyRepository:
                     AND ({MASTKEYS_TABLE}.masterkey_type IS NULL OR
                          {MASTKEYS_TABLE}.masterkey_type = EXCLUDED.masterkey_type)
                 """,
-                masterkey.guid,
+                str(masterkey.guid),
                 masterkey.encrypted_key_usercred,
                 masterkey.encrypted_key_backup,
                 masterkey.plaintext_key,
                 masterkey.plaintext_key_sha1,
-                masterkey.backup_key_guid,
+                str(masterkey.backup_key_guid) if masterkey.backup_key_guid else None,
                 masterkey.masterkey_type.value,
             )
 
@@ -99,7 +99,7 @@ class PostgresMasterKeyRepository:
             # If guid is provided, return single masterkey as a list
             if guid is not None:
                 query = f"SELECT * FROM {MASTKEYS_TABLE} WHERE guid = $1"
-                row = await conn.fetchrow(query, guid)
+                row = await conn.fetchrow(query, str(guid))
                 if not row:
                     return []
 
@@ -124,7 +124,7 @@ class PostgresMasterKeyRepository:
 
             if backup_key_guid is not None:
                 conditions.append(f"backup_key_guid = ${len(params) + 1}")
-                params.append(backup_key_guid)
+                params.append(str(backup_key_guid))
 
             if masterkey_type is not None and len(masterkey_type) > 0:
                 # Use ANY for matching multiple values
@@ -161,7 +161,7 @@ class PostgresMasterKeyRepository:
     async def delete_masterkey(self, guid: UUID) -> None:
         """Delete a masterkey by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute(f"DELETE FROM {MASTKEYS_TABLE} WHERE guid = $1", guid)
+            result = await conn.execute(f"DELETE FROM {MASTKEYS_TABLE} WHERE guid = $1", str(guid))
             if result == "DELETE 0":
                 raise StorageError(f"Masterkey {guid} not found")
 
@@ -201,7 +201,7 @@ class PostgresDomainBackupKeyRepository:
                     AND ({BACKUPKEYS_TABLE}.domain_controller IS NULL OR
                          {BACKUPKEYS_TABLE}.domain_controller = EXCLUDED.domain_controller)
                 """,
-                key.guid,
+                str(key.guid),
                 key.key_data,
                 key.domain_controller,
             )
@@ -217,7 +217,7 @@ class PostgresDomainBackupKeyRepository:
         """
         async with self.pool.acquire() as conn:
             if guid is not None:
-                row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", guid)
+                row = await conn.fetchrow(f"SELECT * FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
                 if not row:
                     return []
                 return [DomainBackupKey(guid=row["guid"], key_data=row["key_data"])]
@@ -228,7 +228,7 @@ class PostgresDomainBackupKeyRepository:
     async def delete_backup_key(self, guid: UUID) -> None:
         """Delete a backup key by GUID."""
         async with self.pool.acquire() as conn:
-            result = await conn.execute(f"DELETE FROM {BACKUPKEYS_TABLE} WHERE guid = $1", guid)
+            result = await conn.execute(f"DELETE FROM {BACKUPKEYS_TABLE} WHERE guid = $1", str(guid))
             if result == "DELETE 0":
                 raise StorageError(f"Domain backup key {guid} not found")
 
diff --git a/libs/nemesis_dpapi/tests/test_validation.py b/libs/nemesis_dpapi/tests/test_validation.py
new file mode 100644
index 0000000..5f08b46
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/test_validation.py
@@ -0,0 +1,198 @@
+"""Tests for validation helpers."""
+
+import pytest
+from Crypto.Hash import SHA1
+
+from nemesis_dpapi.validation import (
+    check_write_once_conflicts,
+    validate_and_calculate_sha1,
+    validate_no_empty_string,
+)
+
+
+class TestValidateAndCalculateSha1:
+    """Test SHA1 validation and calculation."""
+
+    def test_calculate_sha1_when_only_plaintext_provided(self):
+        """Should calculate SHA1 when only plaintext_key is provided."""
+        plaintext_key = b"my_secret_key"
+        expected_sha1 = SHA1.new(plaintext_key).digest()
+
+        result = validate_and_calculate_sha1(plaintext_key, None)
+
+        assert result == expected_sha1
+
+    def test_validate_matching_sha1(self):
+        """Should accept when provided SHA1 matches calculated SHA1."""
+        plaintext_key = b"my_secret_key"
+        correct_sha1 = SHA1.new(plaintext_key).digest()
+
+        result = validate_and_calculate_sha1(plaintext_key, correct_sha1)
+
+        assert result == correct_sha1
+
+    def test_reject_mismatched_sha1(self):
+        """Should raise ValueError when provided SHA1 doesn't match calculated."""
+        plaintext_key = b"my_secret_key"
+        wrong_sha1 = b"0" * 20  # Incorrect SHA1
+
+        with pytest.raises(ValueError, match="does not match calculated SHA1"):
+            validate_and_calculate_sha1(plaintext_key, wrong_sha1)
+
+    def test_accept_sha1_only_update(self):
+        """Should accept when only SHA1 is provided (valid scenario)."""
+        sha1_only = b"1" * 20
+
+        result = validate_and_calculate_sha1(None, sha1_only)
+
+        assert result == sha1_only
+
+    def test_return_none_when_both_none(self):
+        """Should return None when both inputs are None."""
+        result = validate_and_calculate_sha1(None, None)
+
+        assert result is None
+
+
+class TestValidateNoEmptyString:
+    """Test empty string validation."""
+
+    def test_accept_none(self):
+        """Should accept None (unset value)."""
+        validate_no_empty_string(None, "test_field")  # Should not raise
+
+    def test_accept_non_empty_string(self):
+        """Should accept non-empty strings."""
+        validate_no_empty_string("DC01.contoso.com", "domain_controller")  # Should not raise
+
+    def test_reject_empty_string(self):
+        """Should reject empty strings."""
+        with pytest.raises(ValueError, match="cannot be empty string"):
+            validate_no_empty_string("", "domain_controller")
+
+    def test_error_message_includes_field_name(self):
+        """Should include field name in error message."""
+        with pytest.raises(ValueError, match="domain_controller"):
+            validate_no_empty_string("", "domain_controller")
+
+
+class TestCheckWriteOnceConflicts:
+    """Test write-once conflict detection."""
+
+    class MockRecord:
+        """Mock record for testing."""
+
+        def __init__(self, **kwargs):
+            for key, value in kwargs.items():
+                setattr(self, key, value)
+
+    def test_no_conflicts_when_existing_is_null(self):
+        """Should allow writing to NULL fields."""
+        existing = self.MockRecord(field1=None, field2=None)
+        new = self.MockRecord(field1=b"value1", field2=b"value2")
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2"])
+
+        assert conflicts == []
+
+    def test_no_conflicts_when_values_match(self):
+        """Should allow idempotent updates (same values)."""
+        existing = self.MockRecord(field1=b"value1", field2=b"value2")
+        new = self.MockRecord(field1=b"value1", field2=b"value2")
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2"])
+
+        assert conflicts == []
+
+    def test_conflict_when_trying_to_change_value(self):
+        """Should detect conflict when trying to change non-NULL value."""
+        existing = self.MockRecord(field1=b"old_value", field2=None)
+        new = self.MockRecord(field1=b"new_value", field2=b"value2")
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2"])
+
+        assert conflicts == ["field1"]
+
+    def test_conflict_when_trying_to_clear_value(self):
+        """Should detect conflict when trying to set value to NULL."""
+        existing = self.MockRecord(field1=b"value1", field2=None)
+        new = self.MockRecord(field1=None, field2=b"value2")
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2"])
+
+        assert conflicts == ["field1"]
+
+    def test_multiple_conflicts(self):
+        """Should detect all conflicting fields."""
+        existing = self.MockRecord(
+            field1=b"value1",
+            field2=b"value2",
+            field3=b"value3",
+        )
+        new = self.MockRecord(
+            field1=b"changed1",
+            field2=b"value2",  # Same
+            field3=b"changed3",
+        )
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2", "field3"])
+
+        assert set(conflicts) == {"field1", "field3"}
+
+    def test_partial_update_allowed(self):
+        """Should allow updating NULL fields while preserving non-NULL."""
+        existing = self.MockRecord(
+            field1=b"existing_value",
+            field2=None,
+            field3=None,
+        )
+        new = self.MockRecord(
+            field1=b"existing_value",  # Same
+            field2=b"new_value",  # NULL -> value (allowed)
+            field3=None,  # NULL -> NULL (allowed)
+        )
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1", "field2", "field3"])
+
+        assert conflicts == []
+
+    def test_empty_bytes_distinct_from_none(self):
+        """Should treat empty bytes as distinct from None."""
+        existing = self.MockRecord(field1=b"")
+        new = self.MockRecord(field1=None)
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1"])
+
+        assert conflicts == ["field1"]
+
+    def test_empty_bytes_equality(self):
+        """Should treat empty bytes as equal to empty bytes."""
+        existing = self.MockRecord(field1=b"")
+        new = self.MockRecord(field1=b"")
+
+        conflicts = check_write_once_conflicts(existing, new, ["field1"])
+
+        assert conflicts == []
+
+    def test_string_fields(self):
+        """Should work with string fields too."""
+        existing = self.MockRecord(name="Alice", email=None)
+        new = self.MockRecord(name="Bob", email="test@example.com")
+
+        conflicts = check_write_once_conflicts(existing, new, ["name", "email"])
+
+        assert conflicts == ["name"]
+
+    def test_uuid_fields(self):
+        """Should work with UUID fields."""
+        from uuid import UUID
+
+        guid1 = UUID("12345678-1234-5678-1234-567812345678")
+        guid2 = UUID("87654321-4321-8765-4321-876543218765")
+
+        existing = self.MockRecord(backup_key_guid=guid1)
+        new = self.MockRecord(backup_key_guid=guid2)
+
+        conflicts = check_write_once_conflicts(existing, new, ["backup_key_guid"])
+
+        assert conflicts == ["backup_key_guid"]
diff --git a/libs/nemesis_dpapi/tests/test_write_once.py b/libs/nemesis_dpapi/tests/test_write_once.py
new file mode 100644
index 0000000..6ead85d
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/test_write_once.py
@@ -0,0 +1,502 @@
+"""Tests for write-once semantics in upsert operations."""
+
+from uuid import UUID, uuid4
+
+import pytest
+
+from nemesis_dpapi.core import MasterKey, MasterKeyType
+from nemesis_dpapi.exceptions import WriteOnceViolationError
+from nemesis_dpapi.keys import DomainBackupKey
+from nemesis_dpapi.manager import DpapiManager
+
+
+class TestMasterKeyWriteOnce:
+    """Test write-once semantics for masterkey upserts."""
+
+    @pytest.mark.asyncio
+    async def test_insert_new_masterkey(self):
+        """Should successfully insert a new masterkey."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted_data",
+                plaintext_key=b"plaintext_key_data",
+            )
+
+            await manager.upsert_masterkey(masterkey)
+
+            # Verify it was inserted
+            result = await manager.get_masterkeys(guid=guid)
+            assert len(result) == 1
+            assert result[0].guid == guid
+
+    @pytest.mark.asyncio
+    async def test_idempotent_update_with_same_values(self):
+        """Should allow updating with identical values (idempotent)."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted_data",
+            )
+
+            # First insert
+            await manager.upsert_masterkey(masterkey)
+
+            # Second insert with same values should succeed
+            await manager.upsert_masterkey(masterkey)
+
+            # Verify
+            result = await manager.get_masterkeys(guid=guid)
+            assert len(result) == 1
+
+    @pytest.mark.asyncio
+    async def test_reject_changing_encrypted_key_usercred(self):
+        """Should reject attempt to change encrypted_key_usercred."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"original_data",
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Try to change encrypted_key_usercred
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"different_data",
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_masterkey(masterkey2)
+
+            # Verify error details
+            assert exc_info.value.entity_type == "masterkey"
+            assert exc_info.value.entity_id == str(guid)
+            assert "encrypted_key_usercred" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_reject_changing_plaintext_key(self):
+        """Should reject attempt to change plaintext_key."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert with plaintext
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=b"original_plaintext",
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Try to change plaintext_key
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=b"different_plaintext",
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_masterkey(masterkey2)
+
+            assert "plaintext_key" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_reject_changing_masterkey_type(self):
+        """Should reject attempt to change masterkey_type (strict enforcement)."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert as UNKNOWN
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.UNKNOWN,
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Try to change to USER (even though it's a refinement, we're strict)
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_masterkey(masterkey2)
+
+            assert "masterkey_type" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_allow_filling_null_fields(self):
+        """Should allow writing to previously NULL fields."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert with only encrypted data
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted_data",
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Add plaintext_key (previously NULL)
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted_data",  # Same
+                plaintext_key=b"now_decrypted",  # New
+            )
+            await manager.upsert_masterkey(masterkey2)
+
+            # Verify both fields are set
+            result = await manager.get_masterkeys(guid=guid)
+            assert result[0].encrypted_key_usercred == b"encrypted_data"
+            assert result[0].plaintext_key == b"now_decrypted"
+
+    @pytest.mark.asyncio
+    async def test_reject_clearing_non_null_field(self):
+        """Should reject attempt to set non-NULL field to NULL."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert with plaintext
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=b"plaintext_data",
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Try to clear plaintext_key
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=None,  # Trying to clear
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_masterkey(masterkey2)
+
+            assert "plaintext_key" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_sha1_auto_calculation(self):
+        """Should auto-calculate SHA1 when plaintext_key is provided."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            from Crypto.Hash import SHA1
+
+            guid = uuid4()
+            plaintext = b"my_plaintext_key"
+            expected_sha1 = SHA1.new(plaintext).digest()
+
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=plaintext,
+                # Note: plaintext_key_sha1 not provided
+            )
+            await manager.upsert_masterkey(masterkey)
+
+            # Verify SHA1 was calculated
+            result = await manager.get_masterkeys(guid=guid)
+            assert result[0].plaintext_key_sha1 == expected_sha1
+
+    @pytest.mark.asyncio
+    async def test_sha1_verification_rejects_mismatch(self):
+        """Should reject when provided SHA1 doesn't match plaintext_key."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=b"my_plaintext_key",
+                plaintext_key_sha1=b"0" * 20,  # Wrong SHA1
+            )
+
+            with pytest.raises(ValueError, match="does not match calculated SHA1"):
+                await manager.upsert_masterkey(masterkey)
+
+    @pytest.mark.asyncio
+    async def test_sha1_verification_accepts_correct_hash(self):
+        """Should accept when provided SHA1 matches plaintext_key."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            from Crypto.Hash import SHA1
+
+            guid = uuid4()
+            plaintext = b"my_plaintext_key"
+            correct_sha1 = SHA1.new(plaintext).digest()
+
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key=plaintext,
+                plaintext_key_sha1=correct_sha1,
+            )
+
+            await manager.upsert_masterkey(masterkey)
+
+            # Verify
+            result = await manager.get_masterkeys(guid=guid)
+            assert result[0].plaintext_key_sha1 == correct_sha1
+
+    @pytest.mark.asyncio
+    async def test_sha1_only_update(self):
+        """Should allow updating only SHA1 without plaintext_key."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            sha1_value = b"1" * 20
+
+            masterkey = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                plaintext_key_sha1=sha1_value,  # Only SHA1
+            )
+
+            await manager.upsert_masterkey(masterkey)
+
+            # Verify
+            result = await manager.get_masterkeys(guid=guid)
+            assert result[0].plaintext_key_sha1 == sha1_value
+            assert result[0].plaintext_key is None
+
+    @pytest.mark.asyncio
+    async def test_multiple_field_conflicts(self):
+        """Should detect multiple field conflicts."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+
+            # First insert
+            masterkey1 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted1",
+                plaintext_key=b"plaintext1",
+            )
+            await manager.upsert_masterkey(masterkey1)
+
+            # Try to change both
+            masterkey2 = MasterKey(
+                guid=guid,
+                masterkey_type=MasterKeyType.USER,
+                encrypted_key_usercred=b"encrypted2",  # Changed
+                plaintext_key=b"plaintext2",  # Changed
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_masterkey(masterkey2)
+
+            # Should report both conflicts
+            assert "encrypted_key_usercred" in exc_info.value.fields
+            assert "plaintext_key" in exc_info.value.fields
+
+
+class TestDomainBackupKeyWriteOnce:
+    """Test write-once semantics for domain backup key upserts."""
+
+    def _create_valid_backup_key_data(self) -> bytes:
+        """Create valid PVK file header + private key data for testing."""
+        # This is a minimal valid PVK structure for testing
+        # In real scenarios, this would be actual RSA private key data
+        import struct
+
+        PVK_MAGIC = 0xB0B5F11E
+        PVK_VERSION = 0
+        KEY_SPEC = 1
+        ENCRYPT_TYPE = 0
+        ENCRYPT_DATA_SIZE = 0
+        PVK_SIZE = 20  # Minimal size
+
+        header = struct.pack(
+            "<6I",
+            PVK_MAGIC,
+            PVK_VERSION,
+            KEY_SPEC,
+            ENCRYPT_TYPE,
+            ENCRYPT_DATA_SIZE,
+            PVK_SIZE,
+        )
+
+        # Add minimal private key data (would be actual PRIVATE_KEY_BLOB in real usage)
+        private_key = b"\x00" * PVK_SIZE
+
+        return header + private_key
+
+    @pytest.mark.asyncio
+    async def test_insert_new_backup_key(self):
+        """Should successfully insert a new domain backup key."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            backup_key = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="DC01.contoso.com",
+            )
+
+            await manager.upsert_domain_backup_key(backup_key)
+
+            # Verify
+            result = await manager.get_backup_keys(guid=guid)
+            assert len(result) == 1
+            assert result[0].guid == guid
+
+    @pytest.mark.asyncio
+    async def test_idempotent_update_backup_key(self):
+        """Should allow idempotent updates."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            backup_key = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+            )
+
+            await manager.upsert_domain_backup_key(backup_key)
+            await manager.upsert_domain_backup_key(backup_key)  # Should succeed
+
+            result = await manager.get_backup_keys(guid=guid)
+            assert len(result) == 1
+
+    @pytest.mark.asyncio
+    async def test_reject_changing_key_data(self):
+        """Should reject attempt to change key_data."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data1 = self._create_valid_backup_key_data()
+            key_data2 = self._create_valid_backup_key_data() + b"\xFF"  # Different
+
+            # First insert
+            backup_key1 = DomainBackupKey(guid=guid, key_data=key_data1)
+            await manager.upsert_domain_backup_key(backup_key1)
+
+            # Try to change
+            backup_key2 = DomainBackupKey(guid=guid, key_data=key_data2)
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_domain_backup_key(backup_key2)
+
+            assert exc_info.value.entity_type == "backup_key"
+            assert "key_data" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_reject_changing_domain_controller(self):
+        """Should reject attempt to change domain_controller."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            # First insert
+            backup_key1 = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="DC01.contoso.com",
+            )
+            await manager.upsert_domain_backup_key(backup_key1)
+
+            # Try to change domain_controller
+            backup_key2 = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="DC02.contoso.com",  # Different
+            )
+
+            with pytest.raises(WriteOnceViolationError) as exc_info:
+                await manager.upsert_domain_backup_key(backup_key2)
+
+            assert "domain_controller" in exc_info.value.fields
+
+    @pytest.mark.asyncio
+    async def test_allow_filling_null_domain_controller(self):
+        """Should allow setting domain_controller when previously NULL."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            # First insert without domain_controller
+            backup_key1 = DomainBackupKey(guid=guid, key_data=key_data)
+            await manager.upsert_domain_backup_key(backup_key1)
+
+            # Add domain_controller
+            backup_key2 = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="DC01.contoso.com",
+            )
+            await manager.upsert_domain_backup_key(backup_key2)
+
+            # Verify
+            result = await manager.get_backup_keys(guid=guid)
+            assert result[0].domain_controller == "DC01.contoso.com"
+
+    @pytest.mark.asyncio
+    async def test_reject_empty_string_domain_controller(self):
+        """Should reject empty string for domain_controller."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            backup_key = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="",  # Empty string
+            )
+
+            with pytest.raises(ValueError, match="cannot be empty string"):
+                await manager.upsert_domain_backup_key(backup_key)
+
+    @pytest.mark.asyncio
+    async def test_case_sensitive_domain_controller(self):
+        """Should treat domain_controller as case-sensitive."""
+        async with DpapiManager(storage_backend="memory") as manager:
+            guid = uuid4()
+            key_data = self._create_valid_backup_key_data()
+
+            # First insert with uppercase
+            backup_key1 = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="DC01.CONTOSO.COM",
+            )
+            await manager.upsert_domain_backup_key(backup_key1)
+
+            # Try with lowercase (different value due to case sensitivity)
+            backup_key2 = DomainBackupKey(
+                guid=guid,
+                key_data=key_data,
+                domain_controller="dc01.contoso.com",
+            )
+
+            with pytest.raises(WriteOnceViolationError):
+                await manager.upsert_domain_backup_key(backup_key2)
+
+
+class TestSystemCredentialWriteOnce:
+    """Test that system credentials already have write-once semantics."""
+
+    @pytest.mark.asyncio
+    async def test_system_credentials_already_write_once(self):
+        """System credentials should already use DO NOTHING (no changes needed)."""
+        from nemesis_dpapi.keys import DpapiSystemCredential
+
+        async with DpapiManager(storage_backend="memory", auto_decrypt=False) as manager:
+            # First insert
+            cred1 = DpapiSystemCredential(user_key=b"0" * 20, machine_key=b"1" * 20)
+            await manager.upsert_system_credential(cred1)
+
+            # Second insert with same keys (should succeed, idempotent)
+            cred2 = DpapiSystemCredential(user_key=b"0" * 20, machine_key=b"1" * 20)
+            await manager.upsert_system_credential(cred2)
+
+            # Verify
+            result = await manager.get_system_credentials()
+            assert len(result) == 1

From 2a8b65349137a84225e1a268f60c2d7248f0d21c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 02:47:14 -0700
Subject: [PATCH 157/279] fix auto decrypt for unknown MK types

---
 libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
index 6178e5f..7be1eef 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/masterkey_decryptor.py
@@ -48,7 +48,7 @@ class MasterKeyDecryptorService:
 
             encrypted_masterkeys = await self.dpapi_manager.get_masterkeys(
                 encryption_filter=EncryptionFilter.ENCRYPTED_ONLY,
-                masterkey_type=[MasterKeyType.USER],
+                masterkey_type=[MasterKeyType.USER, MasterKeyType.UNKNOWN],
             )
 
             decrypted_count = 0

From acc5e9f2b39a3f0c615bb6d7c6711672cc4497d7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 11 Oct 2025 23:43:43 -0700
Subject: [PATCH 158/279] add domain backup key ID

---
 infra/postgres/01-schema.sql                    |  3 ++-
 libs/nemesis_dpapi/nemesis_dpapi/manager.py     |  9 +++++++--
 .../nemesis_dpapi/nemesis_dpapi/null_manager.py |  4 ++--
 libs/nemesis_dpapi/nemesis_dpapi/protocols.py   |  2 +-
 .../nemesis_dpapi/nemesis_dpapi/repositories.py |  2 +-
 .../nemesis_dpapi/storage_in_memory.py          | 17 +++++++++++++++--
 .../nemesis_dpapi/storage_postgres.py           |  9 +++++++--
 .../file_enrichment/routes/dpapi.py             |  4 ++--
 8 files changed, 37 insertions(+), 13 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index ba373ac..6b00932 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -757,7 +757,8 @@ CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
 );
 
 CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
-    guid UUID PRIMARY KEY,
+    id SERIAL PRIMARY KEY,
+    guid UUID UNIQUE NOT NULL,
     key_data BYTEA NOT NULL,
     domain_controller TEXT,
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 4e23b37..0e218a3 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -204,7 +204,7 @@ class DpapiManager(DpapiManagerProtocol):
             await self._initialize_storage()
         return await self._masterkey_repo.get_masterkeys(guid, encryption_filter, backup_key_guid, masterkey_type)
 
-    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> int:
         """Add or update a domain backup key and decrypt all compatible masterkeys.
 
         This method enforces write-once semantics: once a field is set to a non-NULL value,
@@ -213,6 +213,9 @@ class DpapiManager(DpapiManagerProtocol):
         Args:
             backup_key: Domain backup key to add or update
 
+        Returns:
+            The ID of the inserted or updated backup key
+
         Raises:
             ValueError: If domain_controller is an empty string
             WriteOnceViolationError: If attempting to modify fields that already have values
@@ -237,10 +240,12 @@ class DpapiManager(DpapiManagerProtocol):
                 raise WriteOnceViolationError("backup_key", str(backup_key.guid), conflicts)
 
         # Call repository to perform the upsert (repository layer also enforces write-once at SQL level)
-        await self._backup_key_repo.upsert_backup_key(backup_key)
+        backup_key_id = await self._backup_key_repo.upsert_backup_key(backup_key)
 
         await self._publisher.publish_event(NewDomainBackupKeyEvent(backup_key_guid=backup_key.guid))
 
+        return backup_key_id
+
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
         """Retrieve domain backup key(s).
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
index 642da5c..4a97332 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/null_manager.py
@@ -25,9 +25,9 @@ class NullDpapiManager(DpapiManagerProtocol):
         """Add or update a masterkey (does nothing)."""
         pass
 
-    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> int:
         """Add or update a domain backup key (does nothing)."""
-        pass
+        return 0
 
     async def upsert_system_credential(self, cred: DpapiSystemCredential) -> None:
         """Add or update a DPAPI system credential (does nothing)."""
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
index 02ec1fe..81bda82 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/protocols.py
@@ -24,7 +24,7 @@ class DpapiManagerProtocol(Protocol):
         """Add or update a masterkey (encrypted or plaintext)."""
         ...
 
-    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> None:
+    async def upsert_domain_backup_key(self, backup_key: DomainBackupKey) -> int:
         """Add or update a domain backup key."""
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
index 8ba2244..c792ff9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/repositories.py
@@ -51,7 +51,7 @@ class MasterKeyRepository(Protocol):
 class DomainBackupKeyRepository(Protocol):
     """Protocol for domain backup key storage operations."""
 
-    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+    async def upsert_backup_key(self, key: DomainBackupKey) -> int:
         """Add or update a domain backup key in storage."""
         ...
 
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
index f8efc18..c4fae8e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_in_memory.py
@@ -101,13 +101,18 @@ class InMemoryDomainBackupKeyRepository:
 
     def __init__(self) -> None:
         self._backup_keys: dict[UUID, DomainBackupKey] = {}
+        self._backup_key_ids: dict[UUID, int] = {}
+        self._next_id: int = 1
 
-    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+    async def upsert_backup_key(self, key: DomainBackupKey) -> int:
         """Add or update a domain backup key in storage with write-once semantics.
 
         Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
         it cannot be changed to a different value (including NULL).
 
+        Returns:
+            The ID of the inserted or updated backup key
+
         Raises:
             WriteOnceViolationError: If attempting to modify fields that already have values
         """
@@ -124,8 +129,16 @@ class InMemoryDomainBackupKeyRepository:
             if conflicts:
                 raise WriteOnceViolationError("backup_key", str(key.guid), conflicts)
 
-        # Insert or update (only reached if no conflicts)
+            # Update existing key, return existing ID
+            self._backup_keys[key.guid] = key
+            return self._backup_key_ids[key.guid]
+
+        # Insert new key with new ID
+        key_id = self._next_id
+        self._next_id += 1
         self._backup_keys[key.guid] = key
+        self._backup_key_ids[key.guid] = key_id
+        return key_id
 
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
         """Retrieve backup key(s).
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
index 9360a9f..852875b 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/storage_postgres.py
@@ -172,17 +172,20 @@ class PostgresDomainBackupKeyRepository:
     def __init__(self, connection_pool: asyncpg.Pool) -> None:
         self.pool = connection_pool
 
-    async def upsert_backup_key(self, key: DomainBackupKey) -> None:
+    async def upsert_backup_key(self, key: DomainBackupKey) -> int:
         """Add or update a domain backup key in storage with write-once semantics.
 
         Write-once enforcement: Fields can only be set once. Once a field has a non-NULL value,
         it cannot be changed to a different value (including NULL).
 
+        Returns:
+            The ID of the inserted or updated backup key
+
         Raises:
             WriteOnceViolationError: If attempting to modify fields that already have values
         """
         async with self.pool.acquire() as conn:
-            await conn.execute(
+            row = await conn.fetchrow(
                 f"""
                 INSERT INTO {BACKUPKEYS_TABLE} (guid, key_data, domain_controller)
                 VALUES ($1, $2, $3)
@@ -200,11 +203,13 @@ class PostgresDomainBackupKeyRepository:
                      {BACKUPKEYS_TABLE}.key_data = EXCLUDED.key_data)
                     AND ({BACKUPKEYS_TABLE}.domain_controller IS NULL OR
                          {BACKUPKEYS_TABLE}.domain_controller = EXCLUDED.domain_controller)
+                RETURNING id
                 """,
                 str(key.guid),
                 key.key_data,
                 key.domain_controller,
             )
+            return row["id"]
 
     async def get_backup_keys(self, guid: UUID | None = None) -> list[DomainBackupKey]:
         """Retrieve backup key(s).
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index c1f12e6..ca2d544 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -221,8 +221,8 @@ async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, back
         key_data=pvk_data,
         domain_controller=backup_key.domain_controller,
     )
-    await dpapi_manager.upsert_domain_backup_key(backup_key)
-    return {"status": "success", "type": "domain_backup_key"}
+    backup_key_id = await dpapi_manager.upsert_domain_backup_key(backup_key)
+    return {"status": "success", "type": "domain_backup_key", "id": backup_key_id}
 
 
 async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: MasterKeyGuidPairList) -> dict:

From 4689dd85f63dd35593c5aa77e54d069eacf6b89d Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 14 Oct 2025 10:11:47 -0700
Subject: [PATCH 159/279] Added `exif_metadata` enrichment module

-Added `exif_metadata` enrichment module
---
 .../exif_metadata/analyzer.py                 | 304 ++++++++++++++++++
 projects/file_enrichment/poetry.lock          | 127 +++++++-
 projects/file_enrichment/pyproject.toml       |   1 +
 3 files changed, 431 insertions(+), 1 deletion(-)
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py
new file mode 100644
index 0000000..29c4b82
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py
@@ -0,0 +1,304 @@
+# enrichment_modules/exif_metadata/analyzer.py
+import tempfile
+import textwrap
+from datetime import datetime
+
+import yaml
+from common.logger import get_logger
+from common.models import EnrichmentResult, Transform
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from file_enrichment_modules.module_loader import EnrichmentModule
+from PIL import Image
+from PIL.ExifTags import TAGS, GPSTAGS
+
+logger = get_logger(__name__)
+
+# Supported file extensions
+SUPPORTED_EXTENSIONS = {
+    ".jpg", ".jpeg",  # JPEG
+    ".tif", ".tiff",  # TIFF
+    ".cr2", ".cr3",   # Canon RAW
+    ".nef",           # Nikon RAW
+    ".arw",           # Sony RAW
+    ".dng"            # Adobe Digital Negative
+}
+
+
+def convert_gps_to_degrees(value):
+    """Convert GPS coordinates to decimal degrees."""
+    try:
+        d, m, s = value
+        return float(d) + float(m) / 60.0 + float(s) / 3600.0
+    except (TypeError, ValueError, ZeroDivisionError):
+        return None
+
+
+def extract_gps_info(exif_data):
+    """Extract and convert GPS information from EXIF data."""
+    gps_info = {}
+
+    if 'GPSInfo' not in exif_data:
+        return gps_info
+
+    gps_data = exif_data['GPSInfo']
+
+    # Extract GPS coordinates
+    gps_latitude = gps_data.get('GPSLatitude')
+    gps_latitude_ref = gps_data.get('GPSLatitudeRef')
+    gps_longitude = gps_data.get('GPSLongitude')
+    gps_longitude_ref = gps_data.get('GPSLongitudeRef')
+
+    if gps_latitude and gps_latitude_ref and gps_longitude and gps_longitude_ref:
+        lat = convert_gps_to_degrees(gps_latitude)
+        lon = convert_gps_to_degrees(gps_longitude)
+
+        if lat is not None and lon is not None:
+            # Apply direction references
+            if gps_latitude_ref == 'S':
+                lat = -lat
+            if gps_longitude_ref == 'W':
+                lon = -lon
+
+            gps_info['Latitude'] = lat
+            gps_info['Longitude'] = lon
+            gps_info['Coordinates'] = f"{lat}, {lon}"
+            gps_info['Maps URL'] = f"https://www.google.com/maps?q={lat},{lon}"
+
+    # Extract altitude
+    gps_altitude = gps_data.get('GPSAltitude')
+    gps_altitude_ref = gps_data.get('GPSAltitudeRef', 0)
+    if gps_altitude is not None:
+        altitude = float(gps_altitude)
+        if gps_altitude_ref == 1:
+            altitude = -altitude
+        gps_info['Altitude'] = f"{altitude}m"
+
+    # Extract timestamp
+    gps_datestamp = gps_data.get('GPSDateStamp')
+    gps_timestamp = gps_data.get('GPSTimeStamp')
+    if gps_datestamp and gps_timestamp:
+        try:
+            h, m, s = gps_timestamp
+            gps_info['Timestamp'] = f"{gps_datestamp} {int(h):02d}:{int(m):02d}:{int(s):02d} UTC"
+        except (TypeError, ValueError):
+            pass
+
+    return gps_info
+
+
+def convert_exif_value(value):
+    """Convert EXIF values to JSON-serializable types."""
+    # Handle PIL-specific types first
+    if hasattr(value, '__class__') and 'IFDRational' in value.__class__.__name__:
+        # IFDRational is a fraction type - convert to float
+        try:
+            return float(value)
+        except:
+            return str(value)
+    elif isinstance(value, bytes):
+        try:
+            return value.decode('utf-8', errors='ignore')
+        except:
+            return str(value)
+    elif isinstance(value, (tuple, list)):
+        return [convert_exif_value(v) for v in value]
+    elif isinstance(value, dict):
+        return {k: convert_exif_value(v) for k, v in value.items()}
+    elif isinstance(value, (int, float, str, bool, type(None))):
+        return value
+    elif hasattr(value, '__dict__'):
+        return str(value)
+    return value
+
+
+def extract_exif_data(image):
+    """Extract EXIF data from PIL Image object."""
+    exif_dict = {}
+
+    try:
+        exif_data = image.getexif()
+
+        if not exif_data:
+            return exif_dict
+
+        # Extract basic EXIF tags
+        for tag_id, value in exif_data.items():
+            tag_name = TAGS.get(tag_id, tag_id)
+            exif_dict[tag_name] = convert_exif_value(value)
+
+        # Extract GPS info if present
+        if 'GPSInfo' in exif_dict:
+            gps_data = {}
+            gps_raw = exif_data.get_ifd(0x8825)  # GPS IFD
+
+            for tag_id, value in gps_raw.items():
+                tag_name = GPSTAGS.get(tag_id, tag_id)
+                gps_data[tag_name] = convert_exif_value(value)
+
+            exif_dict['GPSInfo'] = gps_data
+
+    except Exception as e:
+        logger.warning(f"Error extracting EXIF data: {e}")
+
+    return exif_dict
+
+
+def format_exif_display(exif_data):
+    """Format EXIF data for human-readable display."""
+    if not exif_data:
+        return "No EXIF data found in image."
+
+    display_dict = {}
+
+    # Camera Information
+    camera_info = {}
+    for key in ['Make', 'Model', 'Software', 'LensModel', 'LensMake']:
+        if key in exif_data:
+            camera_info[key] = exif_data[key]
+    if camera_info:
+        display_dict['Camera Information'] = camera_info
+
+    # Image Settings
+    image_settings = {}
+    for key in ['ExposureTime', 'FNumber', 'ISO', 'ISOSpeedRatings', 'FocalLength',
+                'Flash', 'WhiteBalance', 'ExposureProgram', 'MeteringMode', 'ExposureBiasValue']:
+        if key in exif_data:
+            image_settings[key] = exif_data[key]
+    if image_settings:
+        display_dict['Image Settings'] = image_settings
+
+    # Date and Time
+    datetime_info = {}
+    for key in ['DateTime', 'DateTimeOriginal', 'DateTimeDigitized', 'OffsetTime',
+                'OffsetTimeOriginal', 'OffsetTimeDigitized']:
+        if key in exif_data:
+            datetime_info[key] = exif_data[key]
+    if datetime_info:
+        display_dict['Date and Time'] = datetime_info
+
+    # GPS Information
+    gps_info = extract_gps_info(exif_data)
+    if gps_info:
+        display_dict['GPS Information'] = gps_info
+
+    # Image Dimensions
+    image_dims = {}
+    for key in ['ImageWidth', 'ImageLength', 'ExifImageWidth', 'ExifImageHeight',
+                'Orientation', 'ResolutionUnit', 'XResolution', 'YResolution']:
+        if key in exif_data:
+            image_dims[key] = exif_data[key]
+    if image_dims:
+        display_dict['Image Dimensions'] = image_dims
+
+    # Other Information
+    other_info = {}
+    for key in ['Artist', 'Copyright', 'ImageDescription', 'UserComment']:
+        if key in exif_data:
+            other_info[key] = exif_data[key]
+    if other_info:
+        display_dict['Other Information'] = other_info
+
+    # Convert to YAML for nice formatting
+    yaml_output = yaml.dump(display_dict, indent=3, sort_keys=False, width=132, allow_unicode=True)
+    return textwrap.indent(yaml_output, "   ")
+
+
+class ExifMetadataExtractor(EnrichmentModule):
+    def __init__(self):
+        super().__init__("exif_metadata")
+        self.storage = StorageMinio()
+        # the workflows this module should automatically run in
+        self.workflows = ["default"]
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Determine if this module should run."""
+        file_enriched = get_file_enriched(object_id)
+
+        # Check if file extension is supported
+        extension = file_enriched.extension.lower() if file_enriched.extension else ""
+        if extension not in SUPPORTED_EXTENSIONS:
+            return False
+
+        # Additional check via magic type for common formats
+        magic_lower = file_enriched.magic_type.lower()
+        return any(fmt in magic_lower for fmt in ['jpeg', 'tiff', 'image'])
+
+    def _analyze_exif(self, file_path: str, file_enriched) -> EnrichmentResult | None:
+        """Analyze EXIF metadata and generate enrichment result.
+
+        Args:
+            file_path: Path to the image file to analyze
+            file_enriched: File enrichment data
+
+        Returns:
+            EnrichmentResult or None if analysis fails
+        """
+        enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
+
+        try:
+            # Open image and extract EXIF
+            with Image.open(file_path) as img:
+                exif_data = extract_exif_data(img)
+
+            if not exif_data:
+                logger.info(f"No EXIF data found in {file_enriched.file_name}")
+                return None
+
+            # Store raw EXIF data
+            enrichment_result.results = exif_data
+
+            # Create human-readable display file
+            with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_display_file:
+                display = format_exif_display(exif_data)
+                tmp_display_file.write(display)
+                tmp_display_file.flush()
+
+                object_id = self.storage.upload_file(tmp_display_file.name)
+
+                displayable_parsed = Transform(
+                    type="displayable_parsed",
+                    object_id=f"{object_id}",
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.exif.txt",
+                        "display_type_in_dashboard": "monaco",
+                        "default_display": True,
+                    },
+                )
+
+            enrichment_result.transforms = [displayable_parsed]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message=f"Error analyzing EXIF data for {file_enriched.file_name}")
+            return None
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+        try:
+            # get the current `file_enriched` FileEnriched object from the database backend
+            file_enriched = get_file_enriched(object_id)
+
+            # Use provided file_path if available, otherwise download
+            if file_path:
+                return self._analyze_exif(file_path, file_enriched)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    return self._analyze_exif(temp_file.name, file_enriched)
+
+        except Exception as e:
+            logger.exception(e, message="Error processing file", file_object_id=object_id)
+            return None
+
+
+def create_enrichment_module() -> EnrichmentModule:
+    return ExifMetadataExtractor()
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index b283c1c..a0011fe 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -2295,6 +2295,131 @@ files = [
     {file = "pefile-2024.8.26.tar.gz", hash = "sha256:3ff6c5d8b43e8c37bb6e6dd5085658d658a7a0bdcd20b6a07b1fcfc1c4e9d632"},
 ]
 
+[[package]]
+name = "pillow"
+version = "11.3.0"
+description = "Python Imaging Library (Fork)"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
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+    {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:d000f46e2917c705e9fb93a3606ee4a819d1e3aa7a9b442f6444f07e77cf5e25"},
+    {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:527b37216b6ac3a12d7838dc3bd75208ec57c1c6d11ef01902266a5a0c14fc27"},
+    {file = "pillow-11.3.0-pp310-pypy310_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:be5463ac478b623b9dd3937afd7fb7ab3d79dd290a28e2b6df292dc75063eb8a"},
+    {file = "pillow-11.3.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:8dc70ca24c110503e16918a658b869019126ecfe03109b754c402daff12b3d9f"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-macosx_10_15_x86_64.whl", hash = "sha256:7c8ec7a017ad1bd562f93dbd8505763e688d388cde6e4a010ae1486916e713e6"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl", hash = "sha256:9ab6ae226de48019caa8074894544af5b53a117ccb9d3b3dcb2871464c829438"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:fe27fb049cdcca11f11a7bfda64043c37b30e6b91f10cb5bab275806c32f6ab3"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:465b9e8844e3c3519a983d58b80be3f668e2a7a5db97f2784e7079fbc9f9822c"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:5418b53c0d59b3824d05e029669efa023bbef0f3e92e75ec8428f3799487f361"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:504b6f59505f08ae014f724b6207ff6222662aab5cc9542577fb084ed0676ac7"},
+    {file = "pillow-11.3.0-pp311-pypy311_pp73-win_amd64.whl", hash = "sha256:c84d689db21a1c397d001aa08241044aa2069e7587b398c8cc63020390b1c1b8"},
+    {file = "pillow-11.3.0.tar.gz", hash = "sha256:3828ee7586cd0b2091b6209e5ad53e20d0649bbe87164a459d0676e035e8f523"},
+]
+
+[package.extras]
+docs = ["furo", "olefile", "sphinx (>=8.2)", "sphinx-autobuild", "sphinx-copybutton", "sphinx-inline-tabs", "sphinxext-opengraph"]
+fpx = ["olefile"]
+mic = ["olefile"]
+test-arrow = ["pyarrow"]
+tests = ["check-manifest", "coverage (>=7.4.2)", "defusedxml", "markdown2", "olefile", "packaging", "pyroma", "pytest", "pytest-cov", "pytest-timeout", "pytest-xdist", "trove-classifiers (>=2024.10.12)"]
+typing = ["typing-extensions"]
+xmp = ["defusedxml"]
+
 [[package]]
 name = "pluggy"
 version = "1.6.0"
@@ -4071,4 +4196,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "e0b1bfb8fcd81aad41532fb32009af736f75119e21d953ec400c5e0b28e8640a"
+content-hash = "7cfcdde0dcda37f6f9681dd392570078aa1c8d9be830fa894f7d4f2dd3c0b1fe"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index ca42ad8..d5a95c5 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -39,6 +39,7 @@ dapr-ext-workflow = "1.16.0"
 dapr = "1.16.0"
 durabletask-dapr = "0.2.0a8"
 protobuf = "6.31.1"
+pillow = "^11.3.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"

From 95f158225d46c700b8e51310e975385c217516ba Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 12:54:17 -0700
Subject: [PATCH 160/279] update guids to be text so they're seachable

---
 infra/postgres/01-schema.sql                  |  7 ++--
 .../frontend/src/components/Dpapi/Dpapi.jsx   |  7 ++--
 .../Dpapi/DpapiDomainBackupKeys.jsx           | 39 +++++++++++++++++--
 .../src/components/Dpapi/DpapiMasterKeys.jsx  | 11 +++++-
 4 files changed, 52 insertions(+), 12 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 6b00932..42250e3 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -745,12 +745,13 @@ CREATE TABLE IF NOT EXISTS chromium.cookies (
 CREATE SCHEMA dpapi;
 
 CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
-    guid UUID PRIMARY KEY,
+    id SERIAL PRIMARY KEY,
+    guid TEXT UNIQUE NOT NULL,
     encrypted_key_usercred BYTEA,
     encrypted_key_backup BYTEA,
     plaintext_key BYTEA,
     plaintext_key_sha1 BYTEA,
-    backup_key_guid UUID,
+    backup_key_guid TEXT,
     masterkey_type TEXT DEFAULT 'unknown',
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
     updated_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP
@@ -758,7 +759,7 @@ CREATE TABLE IF NOT EXISTS dpapi.masterkeys (
 
 CREATE TABLE IF NOT EXISTS dpapi.domain_backup_keys (
     id SERIAL PRIMARY KEY,
-    guid UUID UNIQUE NOT NULL,
+    guid TEXT UNIQUE NOT NULL,
     key_data BYTEA NOT NULL,
     domain_controller TEXT,
     created_at TIMESTAMP WITH TIME ZONE DEFAULT CURRENT_TIMESTAMP,
diff --git a/projects/frontend/src/components/Dpapi/Dpapi.jsx b/projects/frontend/src/components/Dpapi/Dpapi.jsx
index 1fdd11d..6bc740f 100644
--- a/projects/frontend/src/components/Dpapi/Dpapi.jsx
+++ b/projects/frontend/src/components/Dpapi/Dpapi.jsx
@@ -1,10 +1,11 @@
-import React, { useState } from 'react';
+import { useSearchParams } from 'react-router-dom';
 import DpapiMasterKeys from './DpapiMasterKeys';
 import DpapiDomainBackupKeys from './DpapiDomainBackupKeys';
 import DpapiSubmitCredential from './DpapiSubmitCredential';
 
 const Dpapi = () => {
-  const [activeTab, setActiveTab] = useState('masterKeys');
+  const [searchParams, setSearchParams] = useSearchParams();
+  const activeTab = searchParams.get('tab') || 'masterKeys';
 
   const tabs = [
     { id: 'masterKeys', label: 'Master Keys', component: DpapiMasterKeys },
@@ -15,7 +16,7 @@ const Dpapi = () => {
   const ActiveComponent = tabs.find(tab => tab.id === activeTab)?.component;
 
   const handleTabChange = (tabId) => {
-    setActiveTab(tabId);
+    setSearchParams({ tab: tabId });
   };
 
   return (
diff --git a/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
index f007a54..4505ad9 100644
--- a/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiDomainBackupKeys.jsx
@@ -25,6 +25,13 @@ const Row = React.memo(({ index, style, data }) => {
       style={style}
       className="flex items-center border-b dark:border-gray-700 transition-colors dark:bg-dark-secondary hover:bg-gray-100 dark:hover:bg-gray-700"
     >
+      <div
+        className={`px-4 flex-shrink-0 w-24 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'id' ? 'bg-green-200 dark:bg-green-800' : ''}`}
+        onDoubleClick={() => handleCellDoubleClick(record.id, 'id')}
+        title="Double-click to copy"
+      >
+        <span className="block truncate font-mono">{record.id || ''}</span>
+      </div>
       <div
         className={`px-4 flex-shrink-0 w-96 text-sm text-gray-500 dark:text-gray-400 text-left cursor-pointer select-text transition-colors ${copiedCell === 'guid' ? 'bg-green-200 dark:bg-green-800' : ''}`}
         onDoubleClick={() => handleCellDoubleClick(record.guid, 'guid')}
@@ -86,7 +93,7 @@ const DpapiDomainBackupKeys = () => {
   const [dcFilter, setDcFilter] = useState(() => searchParams.get('dc') || '');
   const [sortColumn, setSortColumn] = useState(() => {
     const col = searchParams.get('sort_column');
-    return (col === 'guid' || col === 'domain_controller') ? col : 'guid';
+    return (col === 'id' || col === 'guid' || col === 'domain_controller') ? col : 'id';
   });
   const [sortDirection, setSortDirection] = useState(() => searchParams.get('sort_direction') || 'asc');
 
@@ -99,11 +106,21 @@ const DpapiDomainBackupKeys = () => {
     const conditions = [];
 
     if (guidFilter) {
-      conditions.push({ guid: { _ilike: guidFilter.replace(/\*/g, '%') } });
+      // If user provided wildcards, use them as-is; otherwise add wildcards around the term
+      const hasWildcard = guidFilter.includes('*');
+      const pattern = hasWildcard
+        ? guidFilter.replace(/\*/g, '%')
+        : `%${guidFilter}%`;
+      conditions.push({ guid: { _ilike: pattern } });
     }
 
     if (dcFilter) {
-      conditions.push({ domain_controller: { _ilike: dcFilter.replace(/\*/g, '%') } });
+      // If user provided wildcards, use them as-is; otherwise add wildcards around the term
+      const hasWildcard = dcFilter.includes('*');
+      const pattern = hasWildcard
+        ? dcFilter.replace(/\*/g, '%')
+        : `%${dcFilter}%`;
+      conditions.push({ domain_controller: { _ilike: pattern } });
     }
 
     return conditions.length > 1 ? { _and: conditions } : conditions[0] || {};
@@ -116,14 +133,18 @@ const DpapiDomainBackupKeys = () => {
   };
 
   useEffect(() => {
-    const params = new URLSearchParams();
+    const params = new URLSearchParams(searchParams);
 
     if (guidFilter) {
       params.set('guid', guidFilter);
+    } else {
+      params.delete('guid');
     }
 
     if (dcFilter) {
       params.set('dc', dcFilter);
+    } else {
+      params.delete('dc');
     }
 
     params.set('sort_column', sortColumn);
@@ -145,6 +166,7 @@ const DpapiDomainBackupKeys = () => {
                 where: $where,
                 order_by: $order_by
               ) {
+                id
                 guid
                 domain_controller
               }
@@ -227,6 +249,15 @@ const DpapiDomainBackupKeys = () => {
 
       {/* Headers */}
       <div className="flex border-b dark:border-gray-700 bg-gray-50 dark:bg-gray-800">
+        <SortableHeader
+          column="id"
+          currentSort={sortColumn}
+          currentDirection={sortDirection}
+          onSort={handleSort}
+          className="flex-shrink-0 w-24"
+        >
+          ID
+        </SortableHeader>
         <SortableHeader
           column="guid"
           currentSort={sortColumn}
diff --git a/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
index e98ff0d..0830f40 100644
--- a/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiMasterKeys.jsx
@@ -121,7 +121,12 @@ const DpapiMasterKeys = () => {
     const conditions = [];
 
     if (guidFilter) {
-      conditions.push({ guid: { _ilike: guidFilter.replace(/\*/g, '%') } });
+      // If user provided wildcards, use them as-is; otherwise add wildcards around the term
+      const hasWildcard = guidFilter.includes('*');
+      const pattern = hasWildcard
+        ? guidFilter.replace(/\*/g, '%')
+        : `%${guidFilter}%`;
+      conditions.push({ guid: { _ilike: pattern } });
     }
 
     return conditions.length > 0 ? conditions[0] : {};
@@ -134,10 +139,12 @@ const DpapiMasterKeys = () => {
   };
 
   useEffect(() => {
-    const params = new URLSearchParams();
+    const params = new URLSearchParams(searchParams);
 
     if (guidFilter) {
       params.set('guid', guidFilter);
+    } else {
+      params.delete('guid');
     }
 
     params.set('sort_column', sortColumn);

From 7670f9b536dedc62d3e56b1a32ef56ff29673e09 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 13:07:53 -0700
Subject: [PATCH 161/279] correct MasterKey.is_encrypted

---
 libs/nemesis_dpapi/nemesis_dpapi/core.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 6d3bf56..92afd7a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -166,7 +166,10 @@ class MasterKey(BaseModel):
     @property
     def is_decrypted(self) -> bool:
         """Check if masterkey has been decrypted."""
-        return self.plaintext_key is not None
+
+        # We only need to check if the sha1 is there because there's a constraint
+        # that if plaintext_key is set, plaintext_key_sha1 must also be set
+        return self.plaintext_key_sha1 is not None
 
     def __str__(self) -> str:
         """Return a string representation of the MasterKey with all properties."""
@@ -352,9 +355,6 @@ class Blob(BaseModel):
         if not masterkey.is_decrypted:
             raise ValueError("Master key must be decrypted before use")
 
-        if masterkey.plaintext_key_sha1 is None:
-            raise ValueError("Master key SHA1 hash is required for decryption")
-
         blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
 
         if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):

From 42d0a32d6b9360efea2158b694694342a4cb174d Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 13:48:55 -0700
Subject: [PATCH 162/279] validate or auto-calc mk sha1

---
 libs/nemesis_dpapi/nemesis_dpapi/core.py    | 37 +++++++++++-
 libs/nemesis_dpapi/tests/test_core.py       | 64 +++++++++++++++++++--
 libs/nemesis_dpapi/tests/test_write_once.py | 21 +------
 3 files changed, 97 insertions(+), 25 deletions(-)

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 92afd7a..300b03a 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -22,7 +22,7 @@ from impacket.dpapi import (
 )
 from impacket.dpapi import MasterKey as ImpacketMasterKey
 from pydantic import BaseModel as PydanticBaseModel
-from pydantic import ConfigDict
+from pydantic import ConfigDict, model_validator
 
 from .exceptions import BlobDecryptionError, BlobParsingError, InvalidBackupKeyError, MasterKeyDecryptionError
 
@@ -163,6 +163,30 @@ class MasterKey(BaseModel):
     plaintext_key_sha1: bytes | None = None
     backup_key_guid: UUID | None = None
 
+    @model_validator(mode="before")
+    @classmethod
+    def compute_plaintext_key_sha1(cls, data: dict) -> dict:
+        """Auto-calculate plaintext_key_sha1 from plaintext_key if not provided, or validate if both are provided."""
+        # Handle both dict and model instance inputs
+        if isinstance(data, dict):
+            plaintext_key = data.get("plaintext_key")
+            plaintext_key_sha1 = data.get("plaintext_key_sha1")
+
+            if plaintext_key is not None:
+                expected_sha1 = SHA1.new(plaintext_key).digest()
+
+                if plaintext_key_sha1 is None:
+                    # Auto-calculate if not provided
+                    data["plaintext_key_sha1"] = expected_sha1
+                elif plaintext_key_sha1 != expected_sha1:
+                    # Validate if both are provided
+                    raise ValueError(
+                        f"plaintext_key_sha1 does not match the SHA1 hash of plaintext_key. "
+                        f"Expected: {expected_sha1.hex()}, Got: {plaintext_key_sha1.hex()}"
+                    )
+
+        return data
+
     @property
     def is_decrypted(self) -> bool:
         """Check if masterkey has been decrypted."""
@@ -358,7 +382,16 @@ class Blob(BaseModel):
         blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
 
         if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):
-            raise BlobDecryptionError("Failed to decrypt blob with provided master key")
+            # Failed with DPAPIPick, let's try impacket
+
+            dpapi_blob = DPAPI_BLOB(self.raw_bytes)
+            try:
+                decrypted_data = dpapi_blob.decrypt(masterkey.plaintext_key_sha1, entropy)
+                if decrypted_data is None:
+                    raise BlobDecryptionError("Failed to decrypt blob with provided master key")
+                return decrypted_data
+            except Exception as e:
+                raise BlobDecryptionError(f"Failed to decrypt blob with provided master key: {e}") from e
 
         if not blob_dpapick.cleartext:
             raise Exception("Decryption succeeded but no cleartext available")
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 3de0144..3b8e1be 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -2,13 +2,14 @@
 
 import base64
 from pathlib import Path
-from uuid import UUID
+from uuid import UUID, uuid4
 
 import pytest
 from impacket.dpapi import DPAPI_BLOB
 from nemesis_dpapi.core import Blob, MasterKey, MasterKeyFile, MasterKeyPolicy, MasterKeyType
 from nemesis_dpapi.exceptions import BlobDecryptionError
 from nemesis_dpapi.keys import CredKey, CredKeyHashType, MasterKeyEncryptionKey
+from pydantic import ValidationError
 
 masterkey_uuid = UUID("ed93694f-5a6d-46e2-b821-219f2c0ecd4d")
 masterkey_bytes = bytes.fromhex(
@@ -326,6 +327,63 @@ class TestMasterKey:
         with pytest.raises(ValueError, match="No encrypted user credential key available for decryption"):
             masterkey.decrypt(mk_encryption_key)
 
+    def test_masterkey_auto_calculates_sha1(self):
+        """Test that MasterKey auto-calculates plaintext_key_sha1 when only plaintext_key is provided."""
+
+        # Create MasterKey with only plaintext_key (no plaintext_key_sha1)
+        masterkey = MasterKey(
+            guid=uuid4(),
+            masterkey_type=MasterKeyType.UNKNOWN,
+            plaintext_key=masterkey_bytes,
+        )
+
+        # Verify plaintext_key_sha1 was auto-calculated
+        assert masterkey.plaintext_key_sha1 is not None
+        assert masterkey.plaintext_key_sha1 == masterkey_sha1_bytes
+        assert masterkey.is_decrypted
+
+    def test_masterkey_frozen(self):
+        """Test that MasterKey is frozen (immutable)."""
+
+        masterkey = MasterKey(guid=uuid4(), masterkey_type=MasterKeyType.UNKNOWN)
+
+        # Should not be able to modify frozen model
+        with pytest.raises(ValidationError):
+            masterkey.guid = uuid4()  # type: ignore
+
+    def test_masterkey_validates_correct_sha1(self):
+        """Test that MasterKey accepts correct plaintext_key_sha1."""
+        from uuid import uuid4
+
+        plaintext_key = masterkey_bytes
+        correct_sha1 = masterkey_sha1_bytes
+
+        # Should accept correct SHA1
+        masterkey = MasterKey(
+            guid=uuid4(),
+            masterkey_type=MasterKeyType.UNKNOWN,
+            plaintext_key=plaintext_key,
+            plaintext_key_sha1=correct_sha1,
+        )
+
+        assert masterkey.plaintext_key_sha1 == correct_sha1
+        assert masterkey.is_decrypted
+
+    def test_masterkey_rejects_incorrect_sha1(self):
+        """Test that MasterKey rejects incorrect plaintext_key_sha1."""
+
+        plaintext_key = masterkey_bytes
+        incorrect_sha1 = b"0" * 20  # Wrong SHA1
+
+        # Should reject incorrect SHA1
+        with pytest.raises(ValidationError, match="plaintext_key_sha1 does not match"):
+            MasterKey(
+                guid=uuid4(),
+                masterkey_type=MasterKeyType.UNKNOWN,
+                plaintext_key=plaintext_key,
+                plaintext_key_sha1=incorrect_sha1,
+            )
+
 
 class TestBlobDecrypt:
     """Test Blob.decrypt() method."""
@@ -343,12 +401,11 @@ class TestBlobDecrypt:
         """Test DPAPI blob decryption with wrong masterkey."""
         blob = Blob.from_bytes(blob_without_entropy)
         # Create a master key with wrong SHA1 hash
-        wrong_masterkey_sha1 = b"wrong_key" + b"\x00" * 8  # 20 bytes
+
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
             masterkey_type=MasterKeyType.UNKNOWN,
             plaintext_key=b"dummy_key" * 8,
-            plaintext_key_sha1=wrong_masterkey_sha1,
         )
 
         with pytest.raises(BlobDecryptionError):
@@ -406,7 +463,6 @@ class TestBlobDecrypt:
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
             masterkey_type=MasterKeyType.UNKNOWN,
-            plaintext_key=b"dummy_key" * 8,  # We only need the SHA1 hash for decryption
             plaintext_key_sha1=masterkey_sha1_bytes,
         )
 
diff --git a/libs/nemesis_dpapi/tests/test_write_once.py b/libs/nemesis_dpapi/tests/test_write_once.py
index 6ead85d..a5c2d63 100644
--- a/libs/nemesis_dpapi/tests/test_write_once.py
+++ b/libs/nemesis_dpapi/tests/test_write_once.py
@@ -1,9 +1,8 @@
 """Tests for write-once semantics in upsert operations."""
 
-from uuid import UUID, uuid4
+from uuid import uuid4
 
 import pytest
-
 from nemesis_dpapi.core import MasterKey, MasterKeyType
 from nemesis_dpapi.exceptions import WriteOnceViolationError
 from nemesis_dpapi.keys import DomainBackupKey
@@ -208,22 +207,6 @@ class TestMasterKeyWriteOnce:
             result = await manager.get_masterkeys(guid=guid)
             assert result[0].plaintext_key_sha1 == expected_sha1
 
-    @pytest.mark.asyncio
-    async def test_sha1_verification_rejects_mismatch(self):
-        """Should reject when provided SHA1 doesn't match plaintext_key."""
-        async with DpapiManager(storage_backend="memory") as manager:
-            guid = uuid4()
-
-            masterkey = MasterKey(
-                guid=guid,
-                masterkey_type=MasterKeyType.USER,
-                plaintext_key=b"my_plaintext_key",
-                plaintext_key_sha1=b"0" * 20,  # Wrong SHA1
-            )
-
-            with pytest.raises(ValueError, match="does not match calculated SHA1"):
-                await manager.upsert_masterkey(masterkey)
-
     @pytest.mark.asyncio
     async def test_sha1_verification_accepts_correct_hash(self):
         """Should accept when provided SHA1 matches plaintext_key."""
@@ -373,7 +356,7 @@ class TestDomainBackupKeyWriteOnce:
         async with DpapiManager(storage_backend="memory") as manager:
             guid = uuid4()
             key_data1 = self._create_valid_backup_key_data()
-            key_data2 = self._create_valid_backup_key_data() + b"\xFF"  # Different
+            key_data2 = self._create_valid_backup_key_data() + b"\xff"  # Different
 
             # First insert
             backup_key1 = DomainBackupKey(guid=guid, key_data=key_data1)

From d0163b5a9e43884f90060f52cd9aa4909833d6da Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 14:24:44 -0700
Subject: [PATCH 163/279] add CNG decrypt test (currently failing)

---
 libs/nemesis_dpapi/tests/test_core.py | 25 +++++++++++++++++++++++++
 1 file changed, 25 insertions(+)

diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 3b8e1be..667e7e3 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -480,6 +480,31 @@ class TestBlobDecrypt:
         blob_dpapick = dpapick3_blob.DPAPIBlob(blob.raw_bytes)
         assert blob_dpapick.decrypt(masterkey_sha1_bytes)
 
+    def test_decrypt_chrome_cng_blob(self):
+        """Test DPAPI blob decryption with app-bound encrypted key from fixture."""
+
+        masterkey = MasterKey(
+            guid=UUID("fb1190c1-123d-45f8-95f4-32aee28fe2eb"),
+            masterkey_type=MasterKeyType.SYSTEM,
+            plaintext_key_sha1=bytes.fromhex(systemuser_masterkey_plaintext_sha1),
+        )
+
+        # CNG SystemKey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
+        blob = Blob.from_bytes(
+            bytes.fromhex(
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
+            )
+        )
+
+        # Test our new Blob.decrypt method
+        entropy = b"xT5rZW5qVVbrvpuA"
+        decrypted_data = blob.decrypt(masterkey, entropy=entropy)
+        assert isinstance(decrypted_data, bytes)
+        assert len(decrypted_data) > 0
+        assert decrypted_data == bytes.fromhex(
+            "4b44424d0100000020000000cf4c30588d9c8f6676cc447313b30a7c07b1753e77a5a7a1928cd51e0ec39775"
+        )
+
 
 class TestBlobParse:
     """Test Blob.parse() method."""

From 614b08af1e4c0433b229ccf12e0014739f3916e3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 15:18:59 -0700
Subject: [PATCH 164/279] fix stupid null byte

---
 libs/nemesis_dpapi/tests/test_core.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 667e7e3..5318681 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -496,8 +496,10 @@ class TestBlobDecrypt:
             )
         )
 
+        assert blob.masterkey_guid == masterkey.guid
+
         # Test our new Blob.decrypt method
-        entropy = b"xT5rZW5qVVbrvpuA"
+        entropy = b"xT5rZW5qVVbrvpuA\x00"
         decrypted_data = blob.decrypt(masterkey, entropy=entropy)
         assert isinstance(decrypted_data, bytes)
         assert len(decrypted_data) > 0

From 87dacba7612250d97d0199eb00c7d0a5e6f632d3 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 14 Oct 2025 16:28:58 -0700
Subject: [PATCH 165/279] Start of CNG Google Chromekey1/AES key ABE

- Start of CNG Google Chromekey1/AES key decryption for v3 of ABE key
- Added cng file enrichment module
- Entropy can now be passed through for blob decryption
---
 compose.override.yaml                         |   2 +-
 infra/hasura/metadata/tables.yaml             |   3 +
 infra/postgres/01-schema.sql                  |  17 +
 .../cng_file/analyzer.py                      | 451 ++++++++++++++++++
 .../cng_file/cng_parser.py                    | 325 +++++++++++++
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |   4 +-
 6 files changed, 799 insertions(+), 3 deletions(-)
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
 create mode 100644 libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py

diff --git a/compose.override.yaml b/compose.override.yaml
index 040aa94..08dffdf 100644
--- a/compose.override.yaml
+++ b/compose.override.yaml
@@ -125,7 +125,7 @@ services:
       dockerfile: ./projects/document_conversion/Dockerfile
       target: dev
       args:
-        - TIKA_OCR_LANGUAGES=${TIKA_OCR_LANGUAGES}
+        - TIKA_OCR_LANGUAGES=${TIKA_OCR_LANGUAGES:-eng}
     volumes:
       - ./libs/:/src/libs/
       - ./projects/document_conversion/document_conversion:/src/projects/document_conversion/document_conversion
diff --git a/infra/hasura/metadata/tables.yaml b/infra/hasura/metadata/tables.yaml
index 30ec64a..4f2ebc1 100644
--- a/infra/hasura/metadata/tables.yaml
+++ b/infra/hasura/metadata/tables.yaml
@@ -184,6 +184,9 @@
 - table:
     name: state_keys
     schema: chromium
+- table:
+    name: chrome_keys
+    schema: chromium
 
 # `dpapi` schema
 - table:
diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 42250e3..17d76c8 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -676,6 +676,23 @@ CREATE TABLE chromium.state_keys (
     UNIQUE (source, username, browser)
 );
 
+-- AES keys extracted from a CNG "Google Chromekey1" CNG file from C:\ProgramData\Microsoft\Crypto\SystemKeys\
+--      Used in v3 of the Chromium ABE decryption
+CREATE TABLE chromium.chrome_keys (
+    id SERIAL PRIMARY KEY,
+    originating_object_id UUID,
+    agent_id VARCHAR(255),
+    source VARCHAR(1000),                               -- should only be one key per host/source
+    project VARCHAR(255),
+
+    key_masterkey_guid UUID,                            -- associated _system_ masterkey GUID for key_bytes_enc
+    key_bytes_enc BYTEA NOT NULL,                       -- the raw DPAPI blob bytes from the CNG file
+    key_bytes_dec BYTEA NOT NULL,                       -- completely dec AES key value
+    key_is_decrypted BOOLEAN,
+
+    UNIQUE (key_masterkey_guid)
+);
+
 -- "logins" table in "Login Data" file
 CREATE TABLE IF NOT EXISTS chromium.logins (
     id SERIAL PRIMARY KEY,
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
new file mode 100644
index 0000000..495ae4a
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -0,0 +1,451 @@
+"""CNG file enrichment module.
+
+This module processes Windows CNG (Cryptography Next Generation) key files,
+parsing their structure and attempting to decrypt DPAPI-protected components.
+"""
+
+import asyncio
+import struct
+from uuid import UUID
+
+import psycopg
+import yara_x
+from common.logger import get_logger
+from common.models import EnrichmentResult
+from common.state_helpers import get_file_enriched
+from common.storage import StorageMinio
+from dapr.clients import DaprClient
+from file_enrichment_modules.cng_file.cng_parser import (
+    BCRYPT_KEY_DATA_BLOB_MAGIC,
+    extract_dpapi_blob_from_cng_property,
+    extract_final_key_material,
+    parse_bcrypt_key_data_blob,
+    parse_cng_stream,
+)
+from file_enrichment_modules.module_loader import EnrichmentModule
+from nemesis_dpapi import Blob, BlobDecryptionError, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+from psycopg.rows import dict_row
+
+logger = get_logger(__name__)
+
+
+class CngFileAnalyzer(EnrichmentModule):
+    def __init__(self, standalone: bool = False):
+        super().__init__("cng_analyzer")
+        self.storage = StorageMinio()
+        self.dpapi_manager: DpapiManager = None  # type: ignore
+        self.loop: asyncio.AbstractEventLoop = None  # type: ignore
+        self.workflows = ["default"]
+
+        # Get PostgreSQL connection string
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+
+        # Yara rule to identify CNG files
+        self.yara_rule = yara_x.compile("""
+rule is_cng_file
+{
+    strings:
+        // CNG file header pattern:
+        // DWORD version (typically 0x00000001)
+        // DWORD headerLength (typically 0x00000000)
+        // DWORD type (0x22000000 for key files)
+        $cng_header = { 01 00 00 00 00 00 00 00 22 00 00 00 }
+
+        // UTF-16LE "Private Key Properties" string commonly found in CNG files
+        $priv_key_props = { 50 00 72 00 69 00 76 00 61 00 74 00 65 00 20 00 4B 00 65 00 79 00 20 00 50 00 72 00 6F 00 70 00 65 00 72 00 74 00 69 00 65 00 73 00 }
+
+        // UTF-16LE "Private Key" string
+        $priv_key = { 50 00 72 00 69 00 76 00 61 00 74 00 65 00 20 00 4B 00 65 00 79 00 }
+
+        // Modified timestamp property name in UTF-16LE
+        $modified = { 4D 00 6F 00 64 00 69 00 66 00 69 00 65 00 64 00 }
+
+    condition:
+        // CNG header at start of file
+        $cng_header at 0 or
+        // Or has characteristic UTF-16LE strings
+        ($priv_key_props or ($priv_key and $modified))
+}
+""")
+
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+        """Check if this file should be processed as a CNG file.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+        file_enriched = get_file_enriched(object_id)
+
+        # CNG files are typically small (< 10KB)
+        if file_enriched.size > 10000:
+            return False
+
+        if file_path:
+            with open(file_path, "rb") as f:
+                file_bytes = f.read()
+        else:
+            file_bytes = self.storage.download_bytes(file_enriched.object_id)
+
+        should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
+        return should_run
+
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process CNG file and extract/decrypt contents.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+
+        Returns:
+            EnrichmentResult or None if processing fails
+        """
+
+        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+
+    async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+        """Process CNG file asynchronously.
+
+        Args:
+            object_id: The object ID of the file
+            file_path: Optional path to already downloaded file
+        """
+
+        try:
+            file_enriched = get_file_enriched(object_id)
+            enrichment_result = EnrichmentResult(module_name=self.name)
+
+            logger.info(f"Processing CNG file: {file_enriched.path} ({file_enriched.object_id})")
+
+            # Parse the CNG file
+            if file_path:
+                with open(file_path, "rb") as f:
+                    cng_file = parse_cng_stream(f)
+            else:
+                with self.storage.download(file_enriched.object_id) as temp_file:
+                    with open(temp_file.name, "rb") as f:
+                        cng_file = parse_cng_stream(f)
+
+            if not cng_file:
+                logger.error(f"Failed to parse CNG file: {file_enriched.path}")
+                return None
+
+            logger.info(
+                f"Parsed CNG file '{cng_file.name}': "
+                f"version={cng_file.version}, type={cng_file.type}, "
+                f"has_public_key={cng_file.public_key is not None}, "
+                f"has_private_key={cng_file.private_key is not None}, "
+                f"has_private_props={cng_file.private_properties is not None}"
+            )
+
+            # Display public properties
+            if cng_file.public_properties:
+                logger.info(f"Found {len(cng_file.public_properties)} public properties:")
+                for prop in cng_file.public_properties:
+                    logger.info(f"  - {prop.name}: {len(prop.data)} bytes")
+
+            # Attempt to decrypt private properties (DPAPI blob)
+            if cng_file.private_properties:
+                logger.info("Attempting to decrypt private properties DPAPI blob...")
+                await self._decrypt_private_properties(cng_file.private_properties)
+
+            # Attempt to decrypt private key
+            private_key_result = None
+            if cng_file.private_key:
+                logger.info("Attempting to decrypt private key...")
+                private_key_result = await self._decrypt_private_key(file_enriched, cng_file.private_key, cng_file.name)
+
+            enrichment_result.results = {
+                "cng_file_name": cng_file.name,
+                "version": cng_file.version,
+                "type": cng_file.type,
+                "has_public_key": cng_file.public_key is not None,
+                "has_private_key": cng_file.private_key is not None,
+                "has_private_properties": cng_file.private_properties is not None,
+                "public_properties_count": len(cng_file.public_properties),
+            }
+
+            # Add private key decryption results if available
+            if private_key_result:
+                enrichment_result.results["private_key_masterkey_guid"] = private_key_result["masterkey_guid"]
+                enrichment_result.results["private_key_is_decrypted"] = private_key_result["is_decrypted"]
+                if private_key_result.get("decrypted_key_hex"):
+                    enrichment_result.results["private_key_decrypted_hex"] = private_key_result["decrypted_key_hex"]
+
+            return enrichment_result
+
+        except Exception as e:
+            logger.exception(e, message="Error in CNG file processing")
+            return None
+
+    async def _decrypt_private_properties(self, private_props_blob: bytes) -> None:
+        """Attempt to decrypt private properties DPAPI blob.
+
+        Args:
+            private_props_blob: Raw DPAPI blob bytes
+        """
+
+        # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L12
+        #   can't forget the null terminator ;)
+        cng_key_properties_entropy = b'6jnkd5J3ZdQDtrsu\x00'
+
+        try:
+            # Parse as DPAPI blob
+            blob = Blob.from_bytes(private_props_blob)
+            logger.info(f"Private properties blob uses masterkey: {blob.masterkey_guid}")
+
+            # Attempt decryption
+            try:
+                decrypted_props = await self.dpapi_manager.decrypt_blob(blob, entropy=cng_key_properties_entropy)
+                logger.info(
+                    f"Successfully decrypted private properties! "
+                    f"Size: {len(decrypted_props)} bytes"
+                )
+
+                # Try to parse decrypted properties
+                from file_enrichment_modules.cng_file.cng_parser import parse_cng_properties
+
+                properties = parse_cng_properties(decrypted_props)
+                if properties:
+                    logger.info(f"Found {len(properties)} decrypted private properties:")
+                    for prop in properties:
+                        logger.info(f"  - {prop.name}: {len(prop.data)} bytes")
+
+            except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
+                logger.debug(
+                    f"Cannot decrypt private properties: masterkey {blob.masterkey_guid} not available",
+                    reason=type(e).__name__
+                )
+            except BlobDecryptionError as e:
+                logger.warning(
+                    f"Failed to decrypt private properties blob: {e}",
+                    masterkey_guid=blob.masterkey_guid
+                )
+
+        except Exception as e:
+            logger.warning(f"Error processing private properties as DPAPI blob: {e}")
+
+    async def _store_chrome_key(
+        self,
+        file_enriched,
+        masterkey_guid: UUID,
+        encrypted_bytes: bytes,
+        decrypted_bytes: bytes | None = None
+    ) -> None:
+        """Store Chrome key data in the database.
+
+        Args:
+            file_enriched: File enrichment metadata
+            masterkey_guid: GUID of the masterkey used to encrypt the key
+            encrypted_bytes: Raw DPAPI blob bytes
+            decrypted_bytes: Final 32-byte decrypted key material (if available)
+        """
+        try:
+            with psycopg.connect(self._conninfo, row_factory=dict_row) as conn:
+                with conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        INSERT INTO chromium.chrome_keys (
+                            originating_object_id,
+                            agent_id,
+                            source,
+                            project,
+                            key_masterkey_guid,
+                            key_bytes_enc,
+                            key_bytes_dec,
+                            key_is_decrypted
+                        ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
+                        ON CONFLICT (key_masterkey_guid) DO UPDATE SET
+                            originating_object_id = EXCLUDED.originating_object_id,
+                            agent_id = EXCLUDED.agent_id,
+                            project = EXCLUDED.project,
+                            key_masterkey_guid = EXCLUDED.key_masterkey_guid,
+                            key_bytes_enc = EXCLUDED.key_bytes_enc,
+                            key_bytes_dec = EXCLUDED.key_bytes_dec,
+                            key_is_decrypted = EXCLUDED.key_is_decrypted
+                        """,
+                        (
+                            file_enriched.object_id,
+                            file_enriched.agent_id,
+                            file_enriched.source,
+                            file_enriched.project,
+                            masterkey_guid,
+                            encrypted_bytes,
+                            decrypted_bytes,
+                            decrypted_bytes is not None
+                        )
+                    )
+                    conn.commit()
+
+            logger.info(
+                f"Stored Chrome key for source {file_enriched.source}, "
+                f"masterkey {masterkey_guid}, decrypted={decrypted_bytes is not None}"
+            )
+        except Exception as e:
+            logger.error(f"Failed to store Chrome key: {e}")
+
+    async def _decrypt_private_key(self, file_enriched, private_key_data: bytes, cng_file_name: str = "") -> dict | None:
+        """Attempt to decrypt private key data and store in database.
+
+        Args:
+            file_enriched: File enrichment metadata
+            private_key_data: Raw private key bytes (direct DPAPI blob)
+            cng_file_name: Name of the CNG file (to check if it's "Google Chromekey1")
+
+        Returns:
+            Dict with masterkey_guid, is_decrypted, and decrypted_key_hex (if decrypted)
+        """
+        try:
+            logger.info(f"Private key data ({len(private_key_data)} bytes): {private_key_data.hex()}")
+
+            # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L13
+            #   can't forget the null terminator ;)
+            cng_key_blob_entropy = b'xT5rZW5qVVbrvpuA\x00'
+
+            # Try to parse as DPAPI blob directly (CNG private keys are direct DPAPI blobs)
+            try:
+                blob = Blob.from_bytes(private_key_data)
+                logger.info(f"Private key is DPAPI encrypted with masterkey: {blob.masterkey_guid}")
+                import base64
+                logger.info(f"blob: {base64.b64encode(blob.encrypted_data).decode('utf-8')}")
+
+                # Attempt decryption
+                decrypted_key = None
+                final_key_material = None
+
+                try:
+                    decrypted_key = await self.dpapi_manager.decrypt_blob(blob, entropy=cng_key_blob_entropy)
+                    logger.info(f"Successfully decrypted private key! Size: {len(decrypted_key)} bytes")
+
+                    # Check for BCRYPT_KEY_DATA_BLOB_HEADER
+                    await self._check_bcrypt_key_blob(decrypted_key)
+
+                    # Extract final 32-byte key material
+                    final_key_material = extract_final_key_material(decrypted_key)
+                    if final_key_material:
+                        logger.debug(f"Extracted final 32-byte key material for database storage")
+
+                except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
+                    logger.debug(
+                        f"Cannot decrypt private key: masterkey {blob.masterkey_guid} not available",
+                        reason=type(e).__name__
+                    )
+                except BlobDecryptionError as e:
+                    logger.warning(
+                        f"Failed to decrypt private key blob: {e}",
+                        masterkey_guid=blob.masterkey_guid
+                    )
+
+                # Store in database only if this is Google Chromekey1
+                if cng_file_name == "Google Chromekey1":
+                    await self._store_chrome_key(
+                        file_enriched=file_enriched,
+                        masterkey_guid=blob.masterkey_guid,
+                        encrypted_bytes=private_key_data,
+                        decrypted_bytes=final_key_material
+                    )
+
+                # Return results
+                result = {
+                    "masterkey_guid": str(blob.masterkey_guid),
+                    "is_decrypted": final_key_material is not None
+                }
+                if final_key_material:
+                    result["decrypted_key_hex"] = final_key_material.hex()
+
+                return result
+
+            except Exception as e:
+                # If direct parsing fails, try extracting from property wrapper
+                logger.info(f"Direct DPAPI parsing failed ({e}), trying property extraction...")
+                dpapi_blob_data = extract_dpapi_blob_from_cng_property(private_key_data)
+
+                if dpapi_blob_data and dpapi_blob_data != private_key_data:
+                    logger.info(f"Extracted {len(dpapi_blob_data)} bytes from property wrapper")
+                    try:
+                        blob = Blob.from_bytes(dpapi_blob_data)
+                        logger.info(f"Extracted blob uses masterkey: {blob.masterkey_guid}")
+
+                        # Attempt decryption
+                        final_key_material = None
+                        try:
+                            decrypted_key = await self.dpapi_manager.decrypt_blob(blob, entropy=cng_key_blob_entropy)
+                            logger.info(f"Successfully decrypted extracted private key! Size: {len(decrypted_key)} bytes")
+                            await self._check_bcrypt_key_blob(decrypted_key)
+
+                            # Extract final 32-byte key material
+                            final_key_material = extract_final_key_material(decrypted_key)
+                            if final_key_material:
+                                logger.info(f"Extracted final 32-byte key material for database storage")
+
+                        except Exception as decrypt_error:
+                            logger.warning(f"Failed to decrypt extracted blob: {decrypt_error}")
+
+                        # Store in database only if this is Google Chromekey1
+                        if cng_file_name == "Google Chromekey1":
+                            await self._store_chrome_key(
+                                file_enriched=file_enriched,
+                                masterkey_guid=blob.masterkey_guid,
+                                encrypted_bytes=dpapi_blob_data,
+                                decrypted_bytes=final_key_material
+                            )
+
+                        # Return results
+                        result = {
+                            "masterkey_guid": str(blob.masterkey_guid),
+                            "is_decrypted": final_key_material is not None
+                        }
+                        if final_key_material:
+                            result["decrypted_key_hex"] = final_key_material.hex()
+
+                        return result
+
+                    except Exception as e2:
+                        logger.warning(f"Failed to process extracted blob: {e2}")
+                else:
+                    # Not a DPAPI blob, might be plaintext or other format
+                    logger.info(f"Private key is not DPAPI encrypted, checking for BCRYPT format...")
+                    await self._check_bcrypt_key_blob(private_key_data)
+
+        except Exception as e:
+            logger.warning(f"Error processing private key: {e}")
+
+        return None
+
+    async def _check_bcrypt_key_blob(self, key_data: bytes) -> None:
+        """Check if decrypted data contains BCRYPT_KEY_DATA_BLOB.
+
+        Args:
+            key_data: Decrypted or plaintext key data
+        """
+        header = parse_bcrypt_key_data_blob(key_data)
+
+        if header:
+            logger.debug(
+                f"Found BCRYPT_KEY_DATA_BLOB_HEADER! "
+                f"Magic: 0x{header.magic:08X} (KDBM), "
+                f"Version: {header.version}, "
+                f"Key length: {header.key_data_length} bytes"
+            )
+
+            # Extract final 32 bytes
+            final_key = extract_final_key_material(key_data)
+            if final_key:
+                logger.info(
+                    f"Extracted final 32-byte key material: "
+                    f"{final_key.hex()}"
+                )
+            else:
+                logger.warning("Failed to extract final 32-byte key material")
+        else:
+            logger.debug(
+                f"Key data does not contain BCRYPT_KEY_DATA_BLOB_HEADER "
+                f"(magic: 0x{struct.unpack('<I', key_data[:4])[0]:08X} vs expected 0x{BCRYPT_KEY_DATA_BLOB_MAGIC:08X})"
+            )
+
+
+def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
+    """Factory function that creates the analyzer in either standalone or service mode."""
+    return CngFileAnalyzer(standalone=standalone)
\ No newline at end of file
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
new file mode 100644
index 0000000..413f64a
--- /dev/null
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
@@ -0,0 +1,325 @@
+"""Windows CNG file parser and decryptor.
+
+This module parses Windows CNG (Cryptography Next Generation) key files
+and attempts to decrypt their contents using DPAPI.
+"""
+
+import struct
+from dataclasses import dataclass
+from pathlib import Path
+from typing import BinaryIO
+from uuid import UUID
+
+from common.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+BCRYPT_KEY_DATA_BLOB_MAGIC = 0x4D42444B     # 'KDBM'
+BCRYPT_RSAPUBLIC_MAGIC = 0x31415352         # 'RSA1'
+BCRYPT_RSAPRIVATE_MAGIC = 0x32415352        # 'RSA2'
+BCRYPT_RSAFULLPRIVATE_BLOB = 0x33415352     # 'RSA3'
+
+
+@dataclass
+class CngPropertyHeader:
+    """CNG property header structure."""
+    name_length: int
+    property_length: int
+    name: str
+    data: bytes
+
+
+@dataclass
+class CngKeyFile:
+    """Parsed CNG key file structure."""
+    version: int
+    header_length: int
+    type: int
+    name_length: int
+    public_length: int
+    private_length: int
+    privprop_length: int
+    unknown: int
+    name: str
+    public_properties: list[CngPropertyHeader]
+    public_key: bytes | None
+    private_properties: bytes | None    # DPAPI blob
+    private_key: bytes | None           # May be DPAPI encrypted
+
+
+@dataclass
+class BcryptKeyDataBlobHeader:
+    """BCRYPT_KEY_DATA_BLOB_HEADER structure."""
+    magic: int
+    version: int
+    key_data_length: int
+
+
+def parse_cng_properties(data: bytes, offset: int = 0) -> list[CngPropertyHeader]:
+    """Parse CNG property headers from binary data.
+
+    Args:
+        data: Binary data containing properties
+        offset: Starting offset in data
+
+    Returns:
+        List of parsed CNG property headers
+    """
+    properties = []
+    pos = offset
+
+    while pos < len(data):
+        if pos + 8 > len(data):
+            break
+
+        # Read property header: name_length (4) + property_length (4)
+        name_len, prop_len = struct.unpack("<II", data[pos:pos + 8])
+        pos += 8
+
+        if name_len == 0 or prop_len == 0:
+            break
+
+        # Read property name (UTF-16LE)
+        if pos + name_len > len(data):
+            break
+
+        name = data[pos:pos + name_len].decode("utf-16le", errors="ignore").rstrip("\x00")
+        pos += name_len
+
+        # Read property data
+        if pos + prop_len > len(data):
+            break
+
+        prop_data = data[pos:pos + prop_len]
+        pos += prop_len
+
+        properties.append(CngPropertyHeader(
+            name_length=name_len,
+            property_length=prop_len,
+            name=name,
+            data=prop_data
+        ))
+
+    return properties
+
+
+def extract_dpapi_blob_from_cng_property(data: bytes) -> bytes | None:
+    """Extract DPAPI blob from a CNG property structure.
+
+    The private key in CNG files is wrapped in a property structure:
+    - dwStructLen (4 bytes)
+    - type (4 bytes)
+    - unk (4 bytes)
+    - dwNameLen (4 bytes)
+    - dwPropertyLen (4 bytes)
+    - pName (variable, UTF-16LE)
+    - pProperty (dwPropertyLen bytes) <- This contains the DPAPI blob
+
+    Args:
+        data: Raw private key data from CNG file
+
+    Returns:
+        Extracted DPAPI blob or None if parsing fails
+    """
+    if len(data) < 20:  # Minimum header size
+        return None
+
+    try:
+        # Parse CNG property header
+        struct_len, prop_type, unk, name_len, property_len = struct.unpack("<IIIII", data[:20])
+
+        logger.debug(
+            f"CNG property: struct_len={struct_len}, type={prop_type}, "
+            f"name_len={name_len}, property_len={property_len}"
+        )
+
+        # Calculate offset to property data
+        # Header (20 bytes) + name (name_len bytes)
+        property_offset = 20 + name_len
+
+        if property_offset + property_len > len(data):
+            logger.error(f"Property data extends beyond buffer: offset={property_offset}, len={property_len}, data_len={len(data)}")
+            return None
+
+        # Extract the property data (should be DPAPI blob)
+        dpapi_blob = data[property_offset:property_offset + property_len]
+
+        # Verify it looks like a DPAPI blob (starts with version 0x00000001)
+        if len(dpapi_blob) >= 4:
+            version = struct.unpack("<I", dpapi_blob[:4])[0]
+            if version == 1:
+                logger.debug(f"Successfully extracted DPAPI blob from CNG property, size={len(dpapi_blob)}")
+                return dpapi_blob
+            else:
+                logger.warning(f"Extracted data doesn't look like DPAPI blob: version=0x{version:08X}")
+
+        return dpapi_blob
+
+    except Exception as e:
+        logger.error(f"Error extracting DPAPI blob from CNG property: {e}")
+        return None
+
+
+def parse_cng_file(file_path: str | Path) -> CngKeyFile | None:
+    """Parse a Windows CNG key file.
+
+    Args:
+        file_path: Path to the CNG file
+
+    Returns:
+        Parsed CngKeyFile or None if parsing fails
+    """
+    try:
+        with open(file_path, "rb") as f:
+            return parse_cng_stream(f)
+    except Exception as e:
+        logger.error(f"Error parsing CNG file {file_path}: {e}")
+        return None
+
+
+def parse_cng_stream(stream: BinaryIO) -> CngKeyFile | None:
+    """Parse a Windows CNG key file from a stream.
+
+    Args:
+        stream: Binary stream containing CNG data
+
+    Returns:
+        Parsed CngKeyFile or None if parsing fails
+    """
+    try:
+        # Read main header (44 bytes)
+        # Structure: version(4) + unk(4) + name_len(4) + type(4) +
+        #           public_len(4) + privprop_len(4) + privkey_len(4) + unkArray[16]
+        header_data = stream.read(44)
+        if len(header_data) < 44:
+            logger.error("CNG file too short for header")
+            return None
+
+        # Parse header fields
+        (version, unk, name_len, key_type,
+         public_len, privprop_len, privkey_len) = struct.unpack(
+            "<IIIIIII", header_data[:28]
+        )
+
+        # Read unkArray[16] - last 16 bytes of header
+        unk_array = header_data[28:44]
+
+        logger.debug(
+            f"CNG header: version={version}, unk={unk}, name_len={name_len}, "
+            f"type={key_type}, pub_len={public_len}, "
+            f"privprop_len={privprop_len}, privkey_len={privkey_len}"
+        )
+
+        # Read key name (name_len bytes, UTF-16LE, null-terminated)
+        if name_len > 0:
+            name_bytes = stream.read(name_len)
+            if len(name_bytes) < name_len:
+                logger.error(f"Unexpected EOF reading key name: expected {name_len}, got {len(name_bytes)}")
+                return None
+            name = name_bytes.decode("utf-16le", errors="ignore").rstrip("\x00")
+        else:
+            name = ""
+            name_bytes = b""
+
+        # Read public properties
+        public_properties = []
+        if public_len > 0:
+            public_data = stream.read(public_len)
+            if len(public_data) < public_len:
+                logger.error("Unexpected EOF reading public properties")
+                return None
+            public_properties = parse_cng_properties(public_data)
+
+        # No separate public key section in this format
+        public_key = None
+
+        # Read private properties DPAPI blob (privprop_len bytes)
+        private_properties = None
+        if privprop_len > 0:
+            private_properties = stream.read(privprop_len)
+            if len(private_properties) < privprop_len:
+                logger.error(f"Unexpected EOF reading private properties: expected {privprop_len}, got {len(private_properties)}")
+                return None
+
+        # Read private key DPAPI blob (privkey_len bytes)
+        private_key = None
+        if privkey_len > 0:
+            private_key = stream.read(privkey_len)
+            if len(private_key) < privkey_len:
+                logger.error(f"Unexpected EOF reading private key: expected {privkey_len}, got {len(private_key)}")
+                return None
+
+        return CngKeyFile(
+            version=version,
+            header_length=unk,
+            type=key_type,
+            name_length=name_len,
+            public_length=public_len,
+            private_length=privkey_len,
+            privprop_length=privprop_len,
+            unknown=unk,
+            name=name,
+            public_properties=public_properties,
+            public_key=public_key,
+            private_properties=private_properties,
+            private_key=private_key
+        )
+
+    except Exception as e:
+        logger.error(f"Error parsing CNG stream: {e}")
+        return None
+
+
+def parse_bcrypt_key_data_blob(data: bytes) -> BcryptKeyDataBlobHeader | None:
+    """Parse BCRYPT_KEY_DATA_BLOB_HEADER from decrypted data.
+
+    Args:
+        data: Decrypted private key data
+
+    Returns:
+        Parsed header or None if invalid
+    """
+    if len(data) < 12:
+        return None
+
+    magic, version, key_len = struct.unpack("<III", data[:12])
+
+    if magic != BCRYPT_KEY_DATA_BLOB_MAGIC:
+        return None
+
+    return BcryptKeyDataBlobHeader(
+        magic=magic,
+        version=version,
+        key_data_length=key_len
+    )
+
+
+def extract_final_key_material(decrypted_data: bytes) -> bytes | None:
+    """Extract final 32-byte key material from BCRYPT_KEY_DATA_BLOB.
+
+    Args:
+        decrypted_data: Decrypted private key data with KDBM header
+
+    Returns:
+        Final 32 bytes of key material or None if invalid
+    """
+    header = parse_bcrypt_key_data_blob(decrypted_data)
+    if not header:
+        return None
+
+    # Key data follows the 12-byte header
+    if len(decrypted_data) < 12 + header.key_data_length:
+        logger.error(f"Decrypted data too short: expected {12 + header.key_data_length}, got {len(decrypted_data)}")
+        return None
+
+    # Extract the last 32 bytes of the key data
+    key_data_start = 12
+    key_data_end = 12 + header.key_data_length
+    key_data = decrypted_data[key_data_start:key_data_end]
+
+    if len(key_data) < 32:
+        logger.error(f"Key data too short for 32-byte extraction: {len(key_data)} bytes")
+        return None
+
+    return key_data[-32:]
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 0e218a3..48d8d5c 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -290,7 +290,7 @@ class DpapiManager(DpapiManagerProtocol):
 
         return await self._dpapi_system_cred_repo.get_all_credentials()
 
-    async def decrypt_blob(self, blob: Blob) -> bytes:
+    async def decrypt_blob(self, blob: Blob, entropy: bytes | None = None) -> bytes:
         """Decrypt a DPAPI blob using available masterkeys.
 
         Args:
@@ -316,4 +316,4 @@ class DpapiManager(DpapiManagerProtocol):
         if not masterkey.is_decrypted:
             raise MasterKeyNotDecryptedError(blob.masterkey_guid)
 
-        return blob.decrypt(masterkey)
+        return blob.decrypt(masterkey, entropy)

From 257465ca0e1bebbcb89324cfcfabaa74b418d15e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 14 Oct 2025 18:25:39 -0700
Subject: [PATCH 166/279] First pass at v3 ABE dec

- First pass at v3 ABE dec
---
 libs/chromium/chromium/helpers.py     | 19 +++++++++++++++---
 libs/chromium/chromium/local_state.py | 28 ++++++++++++++++++++++++++-
 2 files changed, 43 insertions(+), 4 deletions(-)

diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 451ba4d..69a0ff8 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -367,7 +367,10 @@ def try_decrypt_with_all_keys(
     return None, None
 
 
-def parse_abe_blob(abe_data: bytes) -> dict | None:
+def byte_xor(ba1, ba2):
+    return bytes([_a ^ _b for _a, _b in zip(ba1, ba2)])
+
+def parse_abe_blob(abe_data: bytes, chromekey: bytes | None = None) -> dict | None:
     """Parse ABE (App-Bound Encryption) blob data.
 
     Args:
@@ -392,10 +395,17 @@ def parse_abe_blob(abe_data: bytes) -> dict | None:
             abe_parsed["tag"] = content[12 + 32 : 12 + 32 + 16]
         else:  # Version 3
             # Version|encAES|IV|ciphertext|tag, 1|32|12|32|16 bytes
+            # adapted from:
+            #   https://github.com/KingOfTheNOPs/cookie-monster/blob/4ec4b3555682ac1e71a6428a4b0f45b2cf1fd8f7/decrypt.py
+            #   https://github.com/tijldeneut/diana/blob/b9473b5004ecf1d7bdd5852232b5cd06a5378e5e/diana-browserdec.py
             abe_parsed["encrAES"] = content[:32]
             abe_parsed["iv"] = content[32 : 32 + 12]
             abe_parsed["cipherdata"] = content[32 + 12 : 32 + 12 + 32]
             abe_parsed["tag"] = content[32 + 12 + 32 : 32 + 12 + 32 + 16]
+
+            if chromekey:
+                xor_key = bytes.fromhex("CCF8A1CEC56605B8517552BA1A2D061C03A29E90274FB2FCF59BA4B75C392390")
+                abe_parsed["xored_aes_key"] = byte_xor(chromekey, xor_key)
         return abe_parsed
     except Exception as e:
         logger.warning("Failed to parse ABE blob", error=str(e))
@@ -424,8 +434,11 @@ def derive_abe_key(abe_data: dict) -> bytes | None:
                 nonce=abe_data["iv"],
             )
         elif abe_data["version"] == 3:
-            # TODO: Version 3 requires CNG decryption of encrypted AES key
-            logger.warning("ABE version 3 not yet supported - requires CNG decryption")
+            if abe_data["xored_aes_key"]:
+                cipher = AES.new(abe_data["xored_aes_key"], AES.MODE_GCM, nonce=abe_data["iv"])
+            else:
+                # Version 3 requires CNG decryption of encrypted AES key
+                logger.warning("xored_aes_key not present, ABE version 3 requires CNG decrypted (or memory-extracted) 'Google Chromekey1'")
             return None
         else:
             logger.warning("Unknown ABE version", version=abe_data["version"])
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 00b08e1..830ad7f 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -119,6 +119,29 @@ def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid
     add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
 
 
+def _get_chromekey_from_source(source: str, pg_conn) -> bytes | None:
+    """Get decrypted Chrome key from chrome_keys table by source.
+
+    Args:
+        source: Source value to match
+        pg_conn: PostgreSQL connection
+
+    Returns:
+        Decrypted key bytes if found and decrypted, None otherwise
+    """
+    try:
+        with pg_conn.cursor() as cur:
+            cur.execute(
+                "SELECT key_bytes_dec FROM chromium.chrome_keys WHERE source = %s AND key_is_decrypted = TRUE",
+                (source,),
+            )
+            result = cur.fetchone()
+            return result[0] if result else None
+    except Exception as e:
+        logger.warning("Failed to lookup chrome key from source", error=str(e))
+        return None
+
+
 async def _insert_state_keys(
     file_enriched,
     username: str | None,
@@ -135,6 +158,9 @@ async def _insert_state_keys(
         # Extract os_crypt section
         os_crypt = data.get("os_crypt", {})
 
+        # Get Chrome key from chrome_keys table if available
+        chromekey = _get_chromekey_from_source(file_enriched.source, pg_conn)
+
         key_bytes_dec = b""
         key_is_decrypted = False
         app_bound_key_dec_inter = b""
@@ -220,7 +246,7 @@ async def _insert_state_keys(
                         abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                         if abe_blob_bytes:
                             # Parse and derive the final ABE key
-                            abe_parsed = parse_abe_blob(abe_blob_bytes)
+                            abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
                             if abe_parsed:
                                 app_bound_key_dec = derive_abe_key(abe_parsed)
                                 if app_bound_key_dec:

From a6a7891626ea75603e74dd8da0f4808ee6d164cd Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 20:28:23 -0700
Subject: [PATCH 167/279] revert to just using dpapick3, added chrome test
 files

---
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  11 +-
 .../tests/fixtures/chrome/v133after/TODO      |   0
 .../Google/Chrome/User Data/Default/Cookies   | Bin 0 -> 40960 bytes
 .../Google/Chrome/User Data/Default/History   | Bin 0 -> 155648 bytes
 .../Chrome/User Data/Default/Login Data       | Bin 0 -> 47104 bytes
 .../Local/Google/Chrome/User Data/Local State | 300 ++++++++++++++++++
 .../ab998260-e99d-4871-8f4b-d922b2848ce6      | Bin 0 -> 740 bytes
 ...5a695_f26c165b-53c8-414e-8abb-ec5f0f52df22 | Bin 0 -> 960 bytes
 .../Chrome/User Data/Default/Cookies/Cookies  | Bin 0 -> 20480 bytes
 .../Google/Chrome/User Data/Default/History   | Bin 0 -> 163840 bytes
 .../Default/Local Storage/leveldb/CURRENT     |   1 +
 .../Local Storage/leveldb/MANIFEST-000001     | Bin 0 -> 41 bytes
 .../Chrome/User Data/Default/Login Data       | Bin 0 -> 40960 bytes
 .../Local/Google/Chrome/User Data/Local State |   1 +
 .../ed93694f-5a6d-46e2-b821-219f2c0ecd4d      | Bin 0 -> 876 bytes
 .../User/fb1190c1-123d-45f8-95f4-32aee28fe2eb | Bin 0 -> 468 bytes
 libs/nemesis_dpapi/tests/test_core.py         |   6 +-
 17 files changed, 306 insertions(+), 13 deletions(-)
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133after/TODO
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Default/Cookies
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Default/History
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Default/Login Data
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Local State
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Roaming/Microsoft/Protect/S-1-5-21-937929760-3187473010-80948926-2115/ab998260-e99d-4871-8f4b-d922b2848ce6
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_f26c165b-53c8-414e-8abb-ec5f0f52df22
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Cookies/Cookies
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/History
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Local Storage/leveldb/CURRENT
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Local Storage/leveldb/MANIFEST-000001
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Login Data
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Local State
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d
 create mode 100644 libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Windows/System32/Microsoft/Protect/S-1-5-18/User/fb1190c1-123d-45f8-95f4-32aee28fe2eb

diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 300b03a..e533399 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -382,16 +382,7 @@ class Blob(BaseModel):
         blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
 
         if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):
-            # Failed with DPAPIPick, let's try impacket
-
-            dpapi_blob = DPAPI_BLOB(self.raw_bytes)
-            try:
-                decrypted_data = dpapi_blob.decrypt(masterkey.plaintext_key_sha1, entropy)
-                if decrypted_data is None:
-                    raise BlobDecryptionError("Failed to decrypt blob with provided master key")
-                return decrypted_data
-            except Exception as e:
-                raise BlobDecryptionError(f"Failed to decrypt blob with provided master key: {e}") from e
+            raise BlobDecryptionError(f"Failed to decrypt blob with provided master key: {e}") from e
 
         if not blob_dpapick.cleartext:
             raise Exception("Decryption succeeded but no cleartext available")
diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v133after/TODO b/libs/nemesis_dpapi/tests/fixtures/chrome/v133after/TODO
new file mode 100644
index 0000000..e69de29
diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Default/Cookies b/libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Default/Cookies
new file mode 100644
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diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Local State b/libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Local State
new file mode 100644
index 0000000..3e906e0
--- /dev/null
+++ b/libs/nemesis_dpapi/tests/fixtures/chrome/v133before/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Local State	
@@ -0,0 +1,300 @@
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+    "variations_safe_seed_date": "13326833898000000",
+    "variations_safe_seed_fetch_time": "13326834056751624",
+    "variations_safe_seed_locale": "en-US",
+    "variations_safe_seed_milestone": 111,
+    "variations_safe_seed_permanent_consistency_country": "us",
+    "variations_safe_seed_session_consistency_country": "us",
+    "variations_safe_seed_signature": "MEQCIHKH9neEUW8fzXhEasmV9flyr/G+kBumDdGIHCJowK1HAiBmAakAnQYFjqzj7gM2H0ZVRq3TCXZaVsYsbNxwr1KTPw==",
+    "variations_seed_date": "13326834056000000",
+    "variations_seed_milestone": 111,
+    "variations_seed_signature": "MEQCIHKH9neEUW8fzXhEasmV9flyr/G+kBumDdGIHCJowK1HAiBmAakAnQYFjqzj7gM2H0ZVRq3TCXZaVsYsbNxwr1KTPw==",
+    "was": {
+        "restarted": false
+    }
+}
\ No newline at end of file
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diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Cookies/Cookies b/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Default/Cookies/Cookies
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diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d b/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Users/itadmin/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d
new file mode 100644
index 0000000000000000000000000000000000000000..7f5f9a4e859079a661cadc0291a25860d06fcc10
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diff --git a/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Windows/System32/Microsoft/Protect/S-1-5-18/User/fb1190c1-123d-45f8-95f4-32aee28fe2eb b/libs/nemesis_dpapi/tests/fixtures/chrome/v137after/C/Windows/System32/Microsoft/Protect/S-1-5-18/User/fb1190c1-123d-45f8-95f4-32aee28fe2eb
new file mode 100644
index 0000000000000000000000000000000000000000..6b03fefebc46a53c2d862c60bac195a329a42e8f
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literal 468
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literal 0
HcmV?d00001

diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 5318681..1f5acde 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -489,10 +489,10 @@ class TestBlobDecrypt:
             plaintext_key_sha1=bytes.fromhex(systemuser_masterkey_plaintext_sha1),
         )
 
-        # CNG SystemKey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
+        # CNG SystemKey: 0100000000000000220000000200010004010000520100001C0100000000000000000000000000000000000047006F006F0067006C00650020004300680072006F006D0065006B006500790031002C000000000000000000000010000000080000004D006F00640069006600690065006400438FDAE8593DDC01D8000000200000000000000024000000A0000000430072006500610074006F007200500072006F0063006500730073004E0061006D00650043003A005C00500072006F006700720061006D002000460069006C00650073005C0047006F006F0067006C0065005C004300680072006F006D0065005C004100700070006C00690063006100740069006F006E005C003100340031002E0030002E0037003300390030002E003100300038005C0065006C00650076006100740069006F006E005F0073006500720076006900630065002E00650078006500000001000000D08C9DDF0115D1118C7A00C04FC297EB01000000C19011FB3D12F84595F432AEE28FE2EB000000002E000000500072006900760061007400650020004B00650079002000500072006F0070006500720074006900650073000000106600000001000020000000E1451697BACA6528F7D630D9BAF15ED201FEA6204EDFFF8AFA1087E91EFCE242000000000E8000000002000020000000410FB7DD8537700968CCBD606CD3983E9CF688B10ED971F89678CFE9ABCA6640500000005EA8B351046F51253A04F31AD7837DDEFB65C0B0E1BB420CE46D0C37DBCCA98894F021BC8023E46AF932BAE65228B0FA0D3E851B11B9E604E38AD805A1DD3EB93723EA9590C54E4DFBA06B0433B1A31D400000006AB35EAA9F103166A3154DA144C01A48D2109B9F2BA4C41C08F26B2D53878AF4FE010F623925CA197E1AF740D73D163A03D024DD29DD40976978F4E9C1A23B3701000000D08C9DDF0115D1118C7A00C04FC297EB01000000C19011FB3D12F84595F432AEE28FE2EB0000000018000000500072006900760061007400650020004B006500790000001066000000010000200000007F05374264DEFCD4065DB19AAE164B6AA6B7E51B63EBEE2A24B2682423FC9CF7000000000E8000000002000020000000FA9A99E7200A93C34D63CA3F94336490B50AC245138C9940681706B56CB045DC30000000D49A90D77306D54AB002BE9C31AB6CF84B574450CDABB4C6E58C5FBADE9D8D3C3D024D4DB24DC683CDA249E15FDBFFBF40000000780903E736CFACC632709C2A76DAD0FD862010CCDA01BF7B9256F336CCF67623780F0CB46D37E3B91C5EE20D070EB4FE699997B212037265039671532CB20672
         blob = Blob.from_bytes(
             bytes.fromhex(
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
             )
         )
 
@@ -504,7 +504,7 @@ class TestBlobDecrypt:
         assert isinstance(decrypted_data, bytes)
         assert len(decrypted_data) > 0
         assert decrypted_data == bytes.fromhex(
-            "4b44424d0100000020000000cf4c30588d9c8f6676cc447313b30a7c07b1753e77a5a7a1928cd51e0ec39775"
+            "4b44424d0100000020000000442ad62f22c9bc1bf2c9a67a4cfc5ac0d3b660b4e431f6b2232c8a730fbc1e21"
         )
 
 

From 4cd93a703f584e3d3a12dbc02ad0ba2c23091f9f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 21:09:29 -0700
Subject: [PATCH 168/279] remove unused linking code

---
 .../file_linking/file_linking/rules_engine.py | 19 -------------------
 1 file changed, 19 deletions(-)

diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index d0a2283..81fb2c4 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -361,22 +361,3 @@ class FileLinkingEngine:
 
         return linkings_created
 
-    def reload_rules(self) -> None:
-        """Reload all rules from disk."""
-        self.rules.clear()
-        self._load_rules()
-        logger.info("Reloaded file linking rules", count=len(self.rules))
-
-    def get_rules_summary(self) -> list[dict[str, Any]]:
-        """Get summary of loaded rules."""
-        return [
-            {
-                "name": rule.name,
-                "description": rule.description,
-                "category": rule.category,
-                "enabled": rule.enabled,
-                "trigger_count": len(rule.triggers),
-                "linked_files_count": len(rule.linked_files),
-            }
-            for rule in self.rules
-        ]

From b082376679a899f2ca364f6acac69637169fd6ee Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 21:14:15 -0700
Subject: [PATCH 169/279] linting

---
 libs/common/common/state_helpers.py | 3 +--
 1 file changed, 1 insertion(+), 2 deletions(-)

diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index a5a3488..c9e849f 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -1,9 +1,8 @@
 import json
 
 import psycopg
-from dapr.clients import DaprClient
-
 from common.models import FileEnriched
+from dapr.clients import DaprClient
 
 from .logger import get_logger
 

From e8352b9924829bc293c93aff4be4e7dcc988a902 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 21:22:34 -0700
Subject: [PATCH 170/279] init file linking globally

---
 projects/file_enrichment/file_enrichment/workflow.py | 10 +++-------
 1 file changed, 3 insertions(+), 7 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index df4183e..8c32eaa 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -34,7 +34,6 @@ workflow_client: wf.DaprWorkflowClient = None
 activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
-file_linking_engine: FileLinkingEngine = None
 dapr_client_for_dpapi: DaprClient = None
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
@@ -51,6 +50,8 @@ with DaprClient() as client:
 if not postgres_connection_string.startswith("postgres://"):
     raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
 
+file_linking_engine = FileLinkingEngine(postgres_connection_string)
+
 # Create global DaprClient for DPAPI manager
 # This client will be used throughout the application lifecycle
 # dapr_client_for_dpapi = DaprClient()
@@ -417,9 +418,6 @@ def check_file_linkings(ctx, activity_input):
     try:
         # Use the global file linking engine instance
         global file_linking_engine
-        if file_linking_engine is None:
-            logger.warning("File linking engine not initialized, skipping file linking check")
-            return {"linkings_created": 0, "error": "engine_not_initialized"}
 
         # Convert file_enriched model to dict for the rules engine
         file_data = file_enriched.model_dump() if hasattr(file_enriched, "model_dump") else file_enriched.__dict__
@@ -862,10 +860,8 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client, file_linking_engine
+    global workflow_runtime, workflow_client
 
-    # Initialize file linking system with shared instance
-    file_linking_engine = FileLinkingEngine(postgres_connection_string)
 
     # Load enrichment modules
     module_loader = ModuleLoader()

From 38ed2e26f68bcf083af952db828de215d0c23aff Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 22:54:29 -0700
Subject: [PATCH 171/279] strong types in linking code

---
 .../file_linking/file_linking/rules_engine.py | 69 ++++++++++++-------
 .../file_enrichment/workflow.py               |  8 +--
 2 files changed, 45 insertions(+), 32 deletions(-)

diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index 81fb2c4..a3e7ffc 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -15,12 +15,22 @@ from typing import Any
 
 import yaml
 from common.logger import get_logger
+from common.models import FileEnriched
 
 from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
 
 logger = get_logger(__name__)
 
 
+@dataclass
+class Trigger:
+    """Represents a trigger condition for a linking rule."""
+
+    file_patterns: list[str]
+    mime_patterns: list[str]
+    magic_patterns: list[str]
+
+
 @dataclass
 class LinkedFile:
     """Represents a file that should be linked/collected."""
@@ -40,7 +50,7 @@ class LinkingRule:
     description: str
     category: str
     enabled: bool
-    triggers: list[dict[str, Any]]
+    triggers: list[Trigger]
     linked_files: list[LinkedFile]
 
 
@@ -89,6 +99,17 @@ class FileLinkingEngine:
             with open(rule_path) as f:
                 data = yaml.safe_load(f)
 
+            # Convert triggers dictionaries to Trigger objects
+            triggers = []
+            for trigger_data in data.get("triggers", []):
+                triggers.append(
+                    Trigger(
+                        file_patterns=trigger_data.get("file_patterns", []),
+                        mime_patterns=trigger_data.get("mime_patterns", []),
+                        magic_patterns=trigger_data.get("magic_patterns", []),
+                    )
+                )
+
             # Convert linked_files dictionaries to LinkedFile objects
             linked_files = []
             for lf_data in data.get("linked_files", []):
@@ -107,7 +128,7 @@ class FileLinkingEngine:
                 description=data["description"],
                 category=data["category"],
                 enabled=data.get("enabled", True),
-                triggers=data.get("triggers", []),
+                triggers=triggers,
                 linked_files=linked_files,
             )
 
@@ -115,34 +136,29 @@ class FileLinkingEngine:
             logger.exception("Error parsing rule file", rule_path=rule_path, error=str(e))
             return None
 
-    def _matches_trigger(self, file_enriched: dict[str, Any], trigger: dict[str, Any]) -> bool:
-        """Check if a file matches a trigger condition."""
-        file_path = file_enriched.get("path", "")
-        mime_type = file_enriched.get("mime_type", "")
-        magic_type = file_enriched.get("magic_type", "")
+    def _matches_trigger(self, file_enriched: FileEnriched, trigger: Trigger) -> bool:
+        """Check if a file matches a path, mime type, or magic type trigger condition."""
+        file_path = file_enriched.path
+        mime_type = file_enriched.mime_type
+        magic_type = file_enriched.magic_type
 
         # Check file patterns
-        file_patterns = trigger.get("file_patterns", [])
-        logger.debug(f"file_patterns: {file_patterns}")
-        if file_patterns:
-            # Normalize path separators for cross-platform matching
-            normalized_file_path = file_path.replace("\\", "/")
-            normalized_patterns = [pattern.replace("\\", "/") for pattern in file_patterns]
-            path_match = any(fnmatch.fnmatch(normalized_file_path, pattern) for pattern in normalized_patterns)
+        logger.debug(f"file_patterns: {trigger.file_patterns}")
+
+        if trigger.file_patterns:
+            path_match = any(fnmatch.fnmatch(file_path, pattern) for pattern in trigger.file_patterns)
 
             if not path_match:
                 return False
 
         # Check MIME types
-        mime_types = trigger.get("mime_types", [])
-        if mime_types and mime_type not in mime_types:
+        if trigger.mime_patterns and mime_type not in trigger.mime_patterns:
             logger.debug("path_match but mime types mismatch")
             return False
 
         # Check magic patterns
-        magic_patterns = trigger.get("magic_patterns", [])
-        if magic_patterns:
-            magic_match = any(pattern in magic_type for pattern in magic_patterns)
+        if trigger.magic_patterns:
+            magic_match = any(pattern in magic_type for pattern in trigger.magic_patterns)
             if not magic_match:
                 logger.debug("path_match but magic string mismatch")
                 return False
@@ -207,7 +223,7 @@ class FileLinkingEngine:
 
         return expanded
 
-    def process_file(self, file_enriched: dict[str, Any]) -> int:
+    def process_file(self, file_enriched: FileEnriched) -> int:
         """
         Process a file against all loaded rules and create linkings.
 
@@ -217,13 +233,16 @@ class FileLinkingEngine:
         Returns:
             int: Number of linkings created
         """
-        if not file_enriched.get("path"):
-            logger.debug("Skipping file with no path", object_id=file_enriched.get("object_id"))
-            return 0
 
         linkings_created = 0
-        file_path = file_enriched["path"]
-        source = file_enriched.get("source", file_enriched.get("agent_id", "unknown"))
+        file_path = file_enriched.path
+
+        if file_enriched.source:
+            source = file_enriched.source
+        elif file_enriched.agent_id:
+            source = file_enriched.agent_id
+        else:
+            source = "unknown"
 
         logger.debug(
             f"Processing file: {file_path}, source: {source}, file_enriched keys: {list(file_enriched.keys())}"
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 8c32eaa..e733080 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -416,14 +416,8 @@ def check_file_linkings(ctx, activity_input):
     file_enriched = get_file_enriched(object_id)
 
     try:
-        # Use the global file linking engine instance
         global file_linking_engine
-
-        # Convert file_enriched model to dict for the rules engine
-        file_data = file_enriched.model_dump() if hasattr(file_enriched, "model_dump") else file_enriched.__dict__
-
-        # Process the file and create linkings
-        linkings_created = file_linking_engine.process_file(file_data)
+        linkings_created = file_linking_engine.process_file(file_enriched)
 
         logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
 

From 95547244700011592914b5309e237b719dd9cc4a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 23:18:05 -0700
Subject: [PATCH 172/279] remove normalizaiton (enriched file path should be
 normalized), remove unused code, fix unhandled error conditions

---
 libs/chromium/chromium/helpers.py             |   3 -
 libs/file_linking/file_linking/__init__.py    |   3 +-
 .../file_linking/database_service.py          | 175 +-----------------
 libs/file_linking/file_linking/helpers.py     |  22 ---
 .../file_linking/file_linking/rules_engine.py |  63 ++-----
 5 files changed, 26 insertions(+), 240 deletions(-)

diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 69a0ff8..7ac0cb3 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -65,9 +65,6 @@ def parse_chromium_file_path(file_path: str) -> tuple[str | None, str]:
         Tuple of (username, browser_name)
     """
 
-    # normalize first
-    file_path = file_path.replace("\\", "/")
-
     # Chrome/Edge/Brave pattern
     match = re.search(
         r".*/(?P<username>[^/]+)/AppData/Local/(?:Google|Microsoft|BraveSoftware)/(?P<browser>Chrome|Edge|Brave-Browser)/",
diff --git a/libs/file_linking/file_linking/__init__.py b/libs/file_linking/file_linking/__init__.py
index b82006d..6120ee7 100644
--- a/libs/file_linking/file_linking/__init__.py
+++ b/libs/file_linking/file_linking/__init__.py
@@ -5,7 +5,7 @@ This module provides rule-based detection and tracking of file dependencies and
 """
 
 from .database_service import FileLinkingDatabaseService, FileListingStatus
-from .helpers import add_file_linking, add_file_listing
+from .helpers import add_file_linking
 from .rules_engine import FileLinkingEngine
 
 __all__ = [
@@ -13,5 +13,4 @@ __all__ = [
     "FileLinkingDatabaseService",
     "FileListingStatus",
     "add_file_linking",
-    "add_file_listing",
 ]
diff --git a/libs/file_linking/file_linking/database_service.py b/libs/file_linking/file_linking/database_service.py
index 26df551..fde1ec7 100644
--- a/libs/file_linking/file_linking/database_service.py
+++ b/libs/file_linking/file_linking/database_service.py
@@ -5,7 +5,6 @@ Handles all database operations for file_listings and file_linkings tables.
 """
 
 from enum import Enum
-from typing import Any
 
 import psycopg
 import structlog
@@ -13,11 +12,6 @@ import structlog
 logger = structlog.get_logger(module=__name__)
 
 
-def _normalize_file_path(path: str) -> str:
-    """Normalize file path to use forward slashes for consistent storage."""
-    return path.replace("\\", "/")
-
-
 class FileListingStatus(str, Enum):
     NEEDS_TO_BE_COLLECTED = "needs_to_be_collected"
     NOT_EXISTS = "not_exists"
@@ -52,18 +46,18 @@ class FileLinkingDatabaseService:
                             INSERT INTO file_listings (source, path, object_id, status)
                             VALUES (%s, %s, %s, %s)
                             ON CONFLICT (source, path_lower) DO UPDATE SET
-                                object_id = CASE 
+                                object_id = CASE
                                     WHEN file_listings.status = 'collected' THEN file_listings.object_id
                                     ELSE EXCLUDED.object_id
                                 END,
-                                status = CASE 
+                                status = CASE
                                     WHEN file_listings.status = 'collected' THEN file_listings.status
                                     ELSE EXCLUDED.status
                                 END,
                                 updated_at = CURRENT_TIMESTAMP
                         """
 
-                        cur.execute(query, (source, _normalize_file_path(path), object_id, status.value))
+                        cur.execute(query, (source, path, object_id, status.value))
                         conn.commit()
 
                         logger.debug(
@@ -80,6 +74,10 @@ class FileLinkingDatabaseService:
                     "Error adding file listing", source=source, path=path, status=status.value, error=str(e)
                 )
                 return False
+            finally:
+                conn.close()
+
+        return False
 
     def add_file_linking(self, source: str, file_path_1: str, file_path_2: str, link_type: str | None = None) -> bool:
         """
@@ -108,7 +106,7 @@ class FileLinkingDatabaseService:
 
                         cur.execute(
                             query,
-                            (source, _normalize_file_path(file_path_1), _normalize_file_path(file_path_2), link_type),
+                            (source, file_path_1, file_path_2, link_type),
                         )
                         conn.commit()
 
@@ -130,160 +128,3 @@ class FileLinkingDatabaseService:
                     error=str(e),
                 )
                 return False
-
-    def update_listing_status(
-        self, source: str, path: str, new_status: FileListingStatus, object_id: str | None = None
-    ) -> bool:
-        """
-        Update status of existing file listing.
-
-        Args:
-            source: Source identifier
-            path: File path
-            new_status: New status to set
-            object_id: UUID if file was collected
-
-        Returns:
-            bool: True if successful, False otherwise
-        """
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        UPDATE file_listings
-                        SET status = %s, object_id = %s, updated_at = CURRENT_TIMESTAMP
-                        WHERE source = %s AND path_lower = LOWER(%s)
-                    """
-
-                    cur.execute(query, (new_status.value, object_id, source, _normalize_file_path(path)))
-                    conn.commit()
-
-                    if cur.rowcount > 0:
-                        logger.debug(
-                            "Updated file listing status",
-                            source=source,
-                            path=path,
-                            new_status=new_status.value,
-                            object_id=object_id,
-                        )
-                        return True
-                    else:
-                        logger.warning("No file listing found to update", source=source, path=path)
-                        return False
-
-        except Exception as e:
-            logger.exception(
-                "Error updating file listing status",
-                source=source,
-                path=path,
-                new_status=new_status.value,
-                error=str(e),
-            )
-            return False
-
-    def get_file_listings_by_source(self, source: str) -> list[dict[str, Any]]:
-        """
-        Get all file listings for a specific source.
-
-        Args:
-            source: Source identifier
-
-        Returns:
-            List of file listing records
-        """
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        SELECT listing_id, source, path, object_id, status, created_at, updated_at
-                        FROM file_listings
-                        WHERE source = %s
-                        ORDER BY created_at DESC
-                    """
-
-                    cur.execute(query, (source,))
-                    rows = cur.fetchall()
-
-                    columns = [desc[0] for desc in cur.description]
-                    return [dict(zip(columns, row)) for row in rows]
-
-        except Exception as e:
-            logger.exception("Error getting file listings by source", source=source, error=str(e))
-            return []
-
-    def get_linked_files(self, source: str, file_path: str) -> list[dict[str, Any]]:
-        """
-        Get all files linked to a specific file path.
-
-        Args:
-            source: Source identifier
-            file_path: File path to find links for
-
-        Returns:
-            List of linked file records
-        """
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        SELECT linking_id, source, file_path_1, file_path_2, link_type, created_at
-                        FROM file_linkings
-                        WHERE source = %s AND (file_path_1 = %s OR file_path_2 = %s)
-                        ORDER BY created_at DESC
-                    """
-
-                    cur.execute(query, (source, _normalize_file_path(file_path), _normalize_file_path(file_path)))
-                    rows = cur.fetchall()
-
-                    columns = [desc[0] for desc in cur.description]
-                    return [dict(zip(columns, row)) for row in rows]
-
-        except Exception as e:
-            logger.exception("Error getting linked files", source=source, file_path=file_path, error=str(e))
-            return []
-
-    def bulk_add_linkings(self, linkings: list[dict[str, Any]]) -> int:
-        """
-        Add multiple file linkings in a single transaction.
-
-        Args:
-            linkings: List of linking dictionaries with keys:
-                     source, file_path_1, file_path_2, link_type
-
-        Returns:
-            int: Number of linkings successfully added
-        """
-        if not linkings:
-            return 0
-
-        try:
-            with psycopg.connect(self.connection_string) as conn:
-                with conn.cursor() as cur:
-                    query = """
-                        INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
-                        VALUES (%s, %s, %s, %s)
-                        ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
-                            link_type = EXCLUDED.link_type,
-                            updated_at = CURRENT_TIMESTAMP
-                    """
-
-                    values = []
-                    for linking in linkings:
-                        values.append(
-                            (
-                                linking["source"],
-                                _normalize_file_path(linking["file_path_1"]),
-                                _normalize_file_path(linking["file_path_2"]),
-                                linking.get("link_type"),
-                            )
-                        )
-
-                    cur.executemany(query, values)
-                    conn.commit()
-
-                    logger.debug("Bulk added file linkings", count=len(linkings))
-                    return len(linkings)
-
-        except Exception as e:
-            logger.exception("Error bulk adding file linkings", count=len(linkings), error=str(e))
-            return 0
diff --git a/libs/file_linking/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
index 42bee88..d7c879d 100644
--- a/libs/file_linking/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -8,7 +8,6 @@ file relationships they discover during analysis.
 import structlog
 from dapr.clients import DaprClient
 
-from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
 from .rules_engine import FileLinkingEngine
 
 logger = structlog.get_logger(module=__name__)
@@ -121,24 +120,3 @@ def add_file_linking(
         )
         > 0
     )
-
-
-def add_file_listing(source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
-    """
-    Add a single file listing (convenience function).
-
-    Args:
-        source: Source identifier (e.g., agnt_id/source)
-        path: File path
-        status: Current collection status
-        object_id: UUID if file is already collected
-
-    Returns:
-        bool: True if successful, False otherwise
-    """
-    try:
-        database_service = FileLinkingDatabaseService(_get_postgres_conn_str())
-        return database_service.add_file_listing(source, _normalize_file_path(path), status, object_id)
-    except Exception as e:
-        logger.exception(e, "[add_file_listing]")
-        return False
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index a3e7ffc..c335ce5 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -7,17 +7,15 @@ Processes files to detect relationships and create linkings based on:
 """
 
 import fnmatch
-import ntpath
 import os
 import posixpath
 from dataclasses import dataclass
-from typing import Any
 
 import yaml
 from common.logger import get_logger
 from common.models import FileEnriched
 
-from .database_service import FileLinkingDatabaseService, FileListingStatus, _normalize_file_path
+from .database_service import FileLinkingDatabaseService, FileListingStatus
 
 logger = get_logger(__name__)
 
@@ -165,29 +163,17 @@ class FileLinkingEngine:
 
         return True
 
-    def _expand_path_template(self, template: str, file_enriched: dict[str, Any]) -> str:
+    def _expand_path_template(self, template: str, file_path: str) -> str:
         """Expand a path template with file-specific values."""
-        file_path = file_enriched.get("path", "")
 
         if not file_path:
             return template
 
-        # Use appropriate path handling based on path style
-        if "\\" in file_path:
-            # Windows-style path - force ntpath usage
-            parent_dir = ntpath.dirname(file_path)
-            basename = ntpath.splitext(ntpath.basename(file_path))[0]
-            filename = ntpath.basename(file_path)
-            extension = ntpath.splitext(file_path)[1]
-        else:
-            # Unix-style path - use posixpath
-            parent_dir = posixpath.dirname(file_path)
-            basename = posixpath.splitext(posixpath.basename(file_path))[0]
-            filename = posixpath.basename(file_path)
-            extension = posixpath.splitext(file_path)[1]
-
-        # Debug logging
-        logger.debug(f"Path parsing - file_path: {file_path}, parent_dir: {parent_dir}")
+        # Files are already normalized to posix paths, so base it off that
+        parent_dir = posixpath.dirname(file_path)
+        basename = posixpath.splitext(posixpath.basename(file_path))[0]
+        filename = posixpath.basename(file_path)
+        extension = posixpath.splitext(file_path)[1]
 
         replacements = {
             "{parent_dir}": parent_dir,
@@ -203,23 +189,8 @@ class FileLinkingEngine:
 
         logger.debug(f"Template: {template}, File path: {file_path}, Expanded before normpath: {expanded}")
 
-        # Resolve relative path navigation using appropriate path library
-        if "\\" in file_path:
-            # Windows-style path - use ntpath
-            expanded = ntpath.normpath(expanded)
-        else:
-            # Unix-style path - use posixpath
-            expanded = posixpath.normpath(expanded)
-
-        # Normalize the final path to use the same separator as the original file path
-        if "\\" in file_path:
-            # Windows-style paths - convert forward slashes to backslashes
-            expanded = expanded.replace("/", "\\")
-        else:
-            # Unix-style paths - convert backslashes to forward slashes
-            expanded = expanded.replace("\\", "/")
-
-        logger.debug(f"normpath expanded: {expanded}")
+        expanded = posixpath.normpath(expanded)
+        logger.debug(f"Final expanded path: {expanded}")
 
         return expanded
 
@@ -252,7 +223,7 @@ class FileLinkingEngine:
         if not file_path.endswith("/strings.txt") and not file_path.endswith("/decompiled.zip"):
             self.db_service.add_file_listing(
                 source=source,
-                path=_normalize_file_path(file_path),
+                path=file_path,
                 status=FileListingStatus.COLLECTED,
                 object_id=file_enriched.get("object_id"),
             )
@@ -268,12 +239,12 @@ class FileLinkingEngine:
                         # Process linked files for this rule
                         for linked_file in rule.linked_files:
                             for template in linked_file.path_templates:
-                                linked_path = self._expand_path_template(template, file_enriched)
+                                linked_path = self._expand_path_template(template, file_enriched.path)
 
                                 # Add file listing
                                 self.db_service.add_file_listing(
                                     source=source,
-                                    path=_normalize_file_path(linked_path),
+                                    path=linked_path,
                                     status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
                                 )
 
@@ -281,8 +252,8 @@ class FileLinkingEngine:
                                 link_type = f"{rule.category}:{linked_file.name}"
                                 self.db_service.add_file_linking(
                                     source=source,
-                                    file_path_1=_normalize_file_path(file_path),
-                                    file_path_2=_normalize_file_path(linked_path),
+                                    file_path_1=file_path,
+                                    file_path_2=linked_path,
                                     link_type=link_type,
                                 )
 
@@ -336,7 +307,7 @@ class FileLinkingEngine:
                 # Add file listing
                 self.db_service.add_file_listing(
                     source=source,
-                    path=_normalize_file_path(linked_path),
+                    path=linked_path,
                     status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
                 )
 
@@ -347,8 +318,8 @@ class FileLinkingEngine:
 
                 self.db_service.add_file_linking(
                     source=source,
-                    file_path_1=_normalize_file_path(source_file_path),
-                    file_path_2=_normalize_file_path(linked_path),
+                    file_path_1=source_file_path,
+                    file_path_2=linked_path,
                     link_type=full_link_type,
                 )
 

From 6890c160bbfe03dade9b0431a66f96c13b6dbfaa Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 23:21:13 -0700
Subject: [PATCH 173/279] let exceptions actually fail

---
 .../file_linking/file_linking/rules_engine.py | 64 ++++++++-----------
 1 file changed, 28 insertions(+), 36 deletions(-)

diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index c335ce5..bc1d660 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -302,45 +302,37 @@ class FileLinkingEngine:
         """
         linkings_created = 0
 
-        try:
-            for linked_path in linked_file_paths:
-                # Add file listing
-                self.db_service.add_file_listing(
-                    source=source,
-                    path=linked_path,
-                    status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
-                )
-
-                # Add file linking
-                full_link_type = link_type  # f"programmatic:{link_type}"
-                if collection_reason:
-                    full_link_type += f":{collection_reason}"
-
-                self.db_service.add_file_linking(
-                    source=source,
-                    file_path_1=source_file_path,
-                    file_path_2=linked_path,
-                    link_type=full_link_type,
-                )
-
-                linkings_created += 1
-
-                logger.debug(
-                    "Created programmatic file linking",
-                    source_path=source_file_path,
-                    linked_path=linked_path,
-                    link_type=full_link_type,
-                )
-
-        except Exception as e:
-            logger.exception(
-                "Error creating programmatic linkings",
+        for linked_path in linked_file_paths:
+            # Add file listing
+            self.db_service.add_file_listing(
                 source=source,
-                source_file_path=source_file_path,
-                linked_file_paths=linked_file_paths,
-                error=str(e),
+                path=linked_path,
+                status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
             )
 
+            # Add file linking
+            full_link_type = link_type  # f"programmatic:{link_type}"
+            if collection_reason:
+                full_link_type += f":{collection_reason}"
+
+            self.db_service.add_file_linking(
+                source=source,
+                file_path_1=source_file_path,
+                file_path_2=linked_path,
+                link_type=full_link_type,
+            )
+
+            linkings_created += 1
+
+            logger.debug(
+                "Created programmatic file linking",
+                source_path=source_file_path,
+                linked_path=linked_path,
+                link_type=full_link_type,
+            )
+
+
+
         if linkings_created > 0:
             logger.info(
                 "Created programmatic file linkings",

From 7d9dce431cee2d3399307822d104aa3ea9dabbc6 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Tue, 14 Oct 2025 23:26:24 -0700
Subject: [PATCH 174/279] update comment

---
 libs/file_linking/file_linking/rules_engine.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index bc1d660..0d0aa3e 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -196,7 +196,11 @@ class FileLinkingEngine:
 
     def process_file(self, file_enriched: FileEnriched) -> int:
         """
-        Process a file against all loaded rules and create linkings.
+        Process an enriched file through the rules engine to identify and link related files.
+
+        Evaluates the file against all loaded rule triggers. When a match is found,
+        expands path templates to identify related files, marks them for collection,
+        and creates linkings between the source file and related files.
 
         Args:
             file_enriched: File data from files_enriched table

From 7969d77480545337ff9cca7a56260a25dd085025 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 00:10:53 -0700
Subject: [PATCH 175/279] remove redundant file
 normalization(file_enriched.path should be normalize), add initial linking
 tests

---
 libs/common/common/models.py                  |   2 +-
 .../file_linking/file_linking/rules_engine.py |   6 +-
 libs/file_linking/poetry.lock                 | 623 +++++++++++++++++-
 libs/file_linking/pyproject.toml              |   2 +
 libs/file_linking/tests/test_rules_engine.py  | 226 +++++++
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |   2 +-
 libs/nemesis_dpapi/tests/test_core.py         |   2 +-
 .../FileViewer/LinkedFilesSection.jsx         |  87 +--
 8 files changed, 873 insertions(+), 77 deletions(-)
 create mode 100644 libs/file_linking/tests/test_rules_engine.py

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index a2768b5..43dc00d 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -209,7 +209,7 @@ class File(BaseModel):
     project: str
     timestamp: datetime
     expiration: datetime
-    path: str | None = None
+    path: str #| None = None
     originating_object_id: str | None = None
     originating_container_id: str | None = None
     nesting_level: int | None = None
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index 0d0aa3e..53d0e14 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -77,7 +77,7 @@ class FileLinkingEngine:
 
         rules_loaded = 0
 
-        for root, dirs, files in os.walk(self.rules_dir):
+        for root, _, files in os.walk(self.rules_dir):
             for file in files:
                 if file.endswith(".yaml") or file.endswith(".yml"):
                     rule_path = os.path.join(root, file)
@@ -220,7 +220,7 @@ class FileLinkingEngine:
             source = "unknown"
 
         logger.debug(
-            f"Processing file: {file_path}, source: {source}, file_enriched keys: {list(file_enriched.keys())}"
+            f"Processing file: {file_path}, source: {source}, file_enriched: {list(file_enriched.model_dump().keys())}"
         )
 
         # Mark the current file as collected (save for two commonly derived files)
@@ -229,7 +229,7 @@ class FileLinkingEngine:
                 source=source,
                 path=file_path,
                 status=FileListingStatus.COLLECTED,
-                object_id=file_enriched.get("object_id"),
+                object_id=file_enriched.object_id,
             )
 
         # Process each rule
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index 60d073e..828f02a 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -170,6 +170,95 @@ files = [
 frozenlist = ">=1.1.0"
 typing-extensions = {version = ">=4.2", markers = "python_version < \"3.13\""}
 
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53"},
+    {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
+]
+
+[[package]]
+name = "anyio"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+trio = ["trio (>=0.31.0)"]
+
+[[package]]
+name = "argon2-cffi"
+version = "25.1.0"
+description = "Argon2 for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "argon2_cffi-25.1.0-py3-none-any.whl", hash = "sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741"},
+    {file = "argon2_cffi-25.1.0.tar.gz", hash = "sha256:694ae5cc8a42f4c4e2bf2ca0e64e51e23a040c6a517a85074683d3959e1346c1"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "25.1.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:3d3f05610594151994ca9ccb3c771115bdb4daef161976a266f0dd8aa9996b8f"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8b8efee945193e667a396cbc7b4fb7d357297d6234d30a489905d96caabde56b"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3c6702abc36bf3ccba3f802b799505def420a1b7039862014a65db3205967f5a"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:a1c70058c6ab1e352304ac7e3b52554daadacd8d453c1752e547c76e9c99ac44"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-manylinux_2_26_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:e2fd3bfbff3c5d74fef31a722f729bf93500910db650c925c2d6ef879a7e51cb"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-musllinux_1_2_aarch64.whl", hash = "sha256:c4f9665de60b1b0e99bcd6be4f17d90339698ce954cfd8d9cf4f91c995165a92"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-musllinux_1_2_x86_64.whl", hash = "sha256:ba92837e4a9aa6a508c8d2d7883ed5a8f6c308c89a4790e1e447a220deb79a85"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-win32.whl", hash = "sha256:84a461d4d84ae1295871329b346a97f68eade8c53b6ed9a7ca2d7467f3c8ff6f"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-win_amd64.whl", hash = "sha256:b55aec3565b65f56455eebc9b9f34130440404f27fe21c3b375bf1ea4d8fbae6"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-win_arm64.whl", hash = "sha256:87c33a52407e4c41f3b70a9c2d3f6056d88b10dad7695be708c5021673f55623"},
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+
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 version = "1.16.0"
@@ -215,6 +434,27 @@ protobuf = ">=4.22"
 python-dateutil = ">=2.8.1"
 typing-extensions = ">=4.4.0"
 
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+    {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a"},
+    {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926"},
+    {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7"},
+    {file = "pyyaml-6.0.3-cp39-cp39-win32.whl", hash = "sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0"},
+    {file = "pyyaml-6.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007"},
+    {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
+]
+
 [[package]]
 name = "ruff"
 version = "0.9.10"
@@ -1039,6 +1597,36 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
+[[package]]
+name = "starlette"
+version = "0.46.2"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"},
+    {file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"},
+]
+
+[package.dependencies]
+anyio = ">=3.6.2,<5"
+
+[package.extras]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+
 [[package]]
 name = "structlog"
 version = "25.4.0"
@@ -1064,6 +1652,21 @@ files = [
 ]
 markers = {dev = "python_version < \"3.13\""}
 
+[[package]]
+name = "typing-inspection"
+version = "0.4.2"
+description = "Runtime typing introspection tools"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "typing_inspection-0.4.2-py3-none-any.whl", hash = "sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7"},
+    {file = "typing_inspection-0.4.2.tar.gz", hash = "sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.12.0"
+
 [[package]]
 name = "tzdata"
 version = "2025.2"
@@ -1077,6 +1680,24 @@ files = [
     {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.5.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "yarl"
 version = "1.22.0"
@@ -1225,4 +1846,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "df2aadd50d96a07bc375909fd99b8a9fd57d98e6fa106abf68f7b5f8a42c7342"
+content-hash = "e930242650b628f83c99e53b6215d93e04b90a6b6a5686d93170c4bf9d92abfc"
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
index 77f8eda..5d74084 100644
--- a/libs/file_linking/pyproject.toml
+++ b/libs/file_linking/pyproject.toml
@@ -10,6 +10,8 @@ python = ">=3.12,<4.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
 dapr = "1.16.0"
 structlog = ">=20.0.0,<30.0.0"
+common = { path = "../common", develop = true }
+pyyaml = "^6.0.3"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
new file mode 100644
index 0000000..f0ffecd
--- /dev/null
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -0,0 +1,226 @@
+"""Tests for the file linking rules engine."""
+
+from datetime import datetime, timedelta
+
+import pytest
+from common.models import FileEnriched, FileHashes
+from file_linking.rules_engine import FileLinkingEngine, Trigger
+
+
+def create_file_enriched(object_id: str, path: str, mime_type: str, magic_type: str) -> FileEnriched:
+    """Helper function to create a FileEnriched instance with all required fields."""
+    return FileEnriched(
+        object_id=object_id,
+        agent_id="test-agent-id",
+        project="test-project",
+        timestamp=datetime.now(),
+        expiration=datetime.now() + timedelta(days=30),
+        path=path,
+        file_name=path.split("/")[-1],
+        size=1024,
+        hashes=FileHashes(
+            md5="d41d8cd98f00b204e9800998ecf8427e",
+            sha1="da39a3ee5e6b4b0d3255bfef95601890afd80709",
+            sha256="e3b0c44298fc1c149afbf4c8996fb92427ae41e4649b934ca495991b7852b855",
+        ),
+        magic_type=magic_type,
+        mime_type=mime_type,
+        is_plaintext=False,
+        is_container=False,
+    )
+
+
+class TestMatchesTrigger:
+    """Tests for the _matches_trigger method."""
+
+    @pytest.fixture
+    def engine(self, tmp_path):
+        """Create a FileLinkingEngine instance with a temporary rules directory."""
+        rules_dir = tmp_path / "rules"
+        rules_dir.mkdir()
+        # Using a dummy postgres connection string since we're only testing _matches_trigger
+        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=str(rules_dir))
+
+    def test_matches_trigger_chromium_cookies(self, engine):
+        """Test matching Chromium cookies with various trigger conditions."""
+        cookies_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+        sqlite_mime = "application/vnd.sqlite3; charset=binary"
+        sqlite_magic = "SQLite 3.x database"
+
+        # Test 1: File pattern only - should match
+        trigger_file_only = Trigger(
+            file_patterns=["**/User Data/Default/Network/Cookies"],
+            mime_patterns=[],
+            magic_patterns=[],
+        )
+        file_cookies = create_file_enriched(
+            object_id="test-cookies",
+            path=cookies_path,
+            mime_type=sqlite_mime,
+            magic_type=sqlite_magic,
+        )
+        assert engine._matches_trigger(file_cookies, trigger_file_only) is True
+
+        # Test 2: File pattern no match - should not match: History file is not the Cookies file
+        file_history = create_file_enriched(
+            object_id="test-history",
+            path="C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/History",
+            mime_type=sqlite_mime,
+            magic_type=sqlite_magic,
+        )
+        assert engine._matches_trigger(file_history, trigger_file_only) is False
+
+        # Test 3: File pattern + MIME type - should match
+        trigger_with_mime = Trigger(
+            file_patterns=["**/User Data/Default/Network/Cookies"],
+            mime_patterns=[sqlite_mime],
+            magic_patterns=[],
+        )
+        assert engine._matches_trigger(file_cookies, trigger_with_mime) is True
+
+        # Test 4: File pattern matches but MIME type doesn't - should not match
+        file_wrong_mime = create_file_enriched(
+            object_id="test-wrong-mime",
+            path=cookies_path,
+            mime_type="text/plain",
+            magic_type="ASCII text",
+        )
+        assert engine._matches_trigger(file_wrong_mime, trigger_with_mime) is False
+
+        # Test 5: File pattern + magic pattern - should match
+        trigger_with_magic = Trigger(
+            file_patterns=["**/User Data/Default/Network/Cookies"],
+            mime_patterns=[],
+            magic_patterns=["SQLite"],
+        )
+        assert engine._matches_trigger(file_cookies, trigger_with_magic) is True
+
+        # Test 6: File pattern matches but magic pattern doesn't - should not match
+        assert engine._matches_trigger(file_wrong_mime, trigger_with_magic) is False
+
+        # Test 7: All conditions (file + MIME + magic) - should match
+        trigger_all = Trigger(
+            file_patterns=["**/User Data/Default/Network/Cookies"],
+            mime_patterns=[sqlite_mime],
+            magic_patterns=["SQLite"],
+        )
+        assert engine._matches_trigger(file_cookies, trigger_all) is True
+
+    def test_matches_trigger_multiple_file_patterns(self, engine):
+        """Test matching with multiple file patterns."""
+        trigger = Trigger(
+            file_patterns=[
+                "**/User Data/Default/Network/Cookies",
+                "**/User Data/Profile */Network/Cookies",
+            ],
+            mime_patterns=[],
+            magic_patterns=[],
+        )
+
+        # First pattern should match
+        file_enriched_1 = create_file_enriched(
+            object_id="test-object-id-1",
+            path="C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies",
+            mime_type="application/vnd.sqlite3; charset=binary",
+            magic_type="SQLite 3.x database",
+        )
+        assert engine._matches_trigger(file_enriched_1, trigger) is True
+
+        # Second pattern should match
+        file_enriched_2 = create_file_enriched(
+            object_id="test-object-id-2",
+            path="C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Profile 1/Network/Cookies",
+            mime_type="application/vnd.sqlite3; charset=binary",
+            magic_type="SQLite 3.x database",
+        )
+        assert engine._matches_trigger(file_enriched_2, trigger) is True
+
+    def test_matches_trigger_multiple_mime_patterns(self, engine):
+        """Test matching with multiple MIME patterns."""
+        trigger = Trigger(
+            file_patterns=["**/*.db"],
+            mime_patterns=[
+                "application/vnd.sqlite3; charset=binary",
+                "application/x-sqlite3",
+            ],
+            magic_patterns=[],
+        )
+
+        # First MIME type should match
+        file_enriched_1 = create_file_enriched(
+            object_id="test-object-id-1",
+            path="/home/user/data/app.db",
+            mime_type="application/vnd.sqlite3; charset=binary",
+            magic_type="SQLite 3.x database",
+        )
+        assert engine._matches_trigger(file_enriched_1, trigger) is True
+
+        # Second MIME type should match
+        file_enriched_2 = create_file_enriched(
+            object_id="test-object-id-2",
+            path="/home/user/data/app.db",
+            mime_type="application/x-sqlite3",
+            magic_type="SQLite 3.x database",
+        )
+        assert engine._matches_trigger(file_enriched_2, trigger) is True
+
+    def test_matches_trigger_empty_trigger_lists(self, engine):
+        """Test behavior with empty trigger lists (should match any file)."""
+        trigger = Trigger(
+            file_patterns=[],
+            mime_patterns=[],
+            magic_patterns=[],
+        )
+
+        file_enriched = create_file_enriched(
+            object_id="test-object-id",
+            path="/any/path/file.txt",
+            mime_type="text/plain",
+            magic_type="ASCII text",
+        )
+
+        # Empty file_patterns should match any file
+        assert engine._matches_trigger(file_enriched, trigger) is True
+
+    def test_matches_trigger_case_sensitive_pattern(self, engine):
+        """Test that file pattern matching is case-sensitive (via fnmatch)."""
+        trigger = Trigger(
+            file_patterns=["**/Cookies"],
+            mime_patterns=[],
+            magic_patterns=[],
+        )
+
+        # Exact case match
+        file_enriched_match = create_file_enriched(
+            object_id="test-object-id-1",
+            path="/path/to/Cookies",
+            mime_type="application/octet-stream",
+            magic_type="data",
+        )
+        assert engine._matches_trigger(file_enriched_match, trigger) is True
+
+        # Different case
+        file_enriched_no_match = create_file_enriched(
+            object_id="test-object-id-2",
+            path="/path/to/cookies",
+            mime_type="application/octet-stream",
+            magic_type="data",
+        )
+        assert engine._matches_trigger(file_enriched_no_match, trigger) is False
+
+    def test_matches_trigger_posix_path_pattern(self, engine):
+        """Test matching with POSIX-style paths."""
+        trigger = Trigger(
+            file_patterns=["**/config/*.json"],
+            mime_patterns=[],
+            magic_patterns=[],
+        )
+
+        file_enriched = create_file_enriched(
+            object_id="test-object-id",
+            path="/home/user/.config/app/config/settings.json",
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+
+        assert engine._matches_trigger(file_enriched, trigger) is True
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index e533399..30612c9 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -382,7 +382,7 @@ class Blob(BaseModel):
         blob_dpapick = dpapick3_blob.DPAPIBlob(self.raw_bytes)
 
         if not blob_dpapick.decrypt(masterkey.plaintext_key_sha1, entropy):
-            raise BlobDecryptionError(f"Failed to decrypt blob with provided master key: {e}") from e
+            raise BlobDecryptionError(f"Failed to decrypt blob with provided master key: {masterkey.guid}")
 
         if not blob_dpapick.cleartext:
             raise Exception("Decryption succeeded but no cleartext available")
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 1f5acde..3c6ff30 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -405,7 +405,7 @@ class TestBlobDecrypt:
         masterkey = MasterKey(
             guid=blob.masterkey_guid,
             masterkey_type=MasterKeyType.UNKNOWN,
-            plaintext_key=b"dummy_key" * 8,
+            plaintext_key=b"d" * 20,
         )
 
         with pytest.raises(BlobDecryptionError):
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index 61270b0..8d2ebec 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -26,25 +26,15 @@ const LinkedFilesSection = ({ filePath, source }) => {
 
     const fetchLinkedFiles = async () => {
       try {
-        // Normalize path by replacing backslashes with forward slashes
-        const normalizedFilePath = filePath.replace(/\\/g, '/');
-
-        // Debug: log what we're searching for
-        // console.log('LinkedFiles: Original filePath:', filePath);
-        // console.log('LinkedFiles: Normalized filePath:', normalizedFilePath, 'source:', source);
-        // console.log('LinkedFiles: Component props - filePath type:', typeof filePath, 'source type:', typeof source);
-
         const query = {
           query: `
-            query GetLinkedFiles($filePath: String!, $normalizedFilePath: String!, $source: String!) {
+            query GetLinkedFiles($filePath: String!, $source: String!) {
               file_linkings(where: {
                 _and: [
                   { source: { _eq: $source } },
                   { _or: [
                     { file_path_1: { _eq: $filePath } },
-                    { file_path_2: { _eq: $filePath } },
-                    { file_path_1: { _eq: $normalizedFilePath } },
-                    { file_path_2: { _eq: $normalizedFilePath } }
+                    { file_path_2: { _eq: $filePath } }
                   ]}
                 ]
               }) {
@@ -56,7 +46,7 @@ const LinkedFilesSection = ({ filePath, source }) => {
               }
             }
           `,
-          variables: { filePath: filePath, normalizedFilePath: normalizedFilePath, source }
+          variables: { filePath, source }
         };
 
         const response = await fetch('/hasura/v1/graphql', {
@@ -79,8 +69,6 @@ const LinkedFilesSection = ({ filePath, source }) => {
 
         const linkedFilesResult = result.data.file_linkings || [];
 
-        // console.log('LinkedFiles: Query result:', linkedFilesResult);
-
         // Now fetch file status for each linked file
         const statusMap = new Map();
 
@@ -88,30 +76,15 @@ const LinkedFilesSection = ({ filePath, source }) => {
           // Collect all unique linked file paths
           const linkedPaths = new Set();
           linkedFilesResult.forEach(linking => {
-            const normalizedCurrentPath = normalizedFilePath;
-            const originalCurrentPath = filePath;
-            const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
-            const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
-
-            // Add the path that's not the current file (check both original and normalized)
-            if (linking.file_path_1 !== originalCurrentPath && normalizedPath1 !== normalizedCurrentPath) {
+            // Add the path that's not the current file
+            if (linking.file_path_1 !== filePath) {
               linkedPaths.add(linking.file_path_1);
             }
-            if (linking.file_path_2 !== originalCurrentPath && normalizedPath2 !== normalizedCurrentPath) {
+            if (linking.file_path_2 !== filePath) {
               linkedPaths.add(linking.file_path_2);
             }
           });
 
-          // console.log('LinkedFiles: Linked paths to check status for:', Array.from(linkedPaths));
-          // console.log('LinkedFiles: Current file path (normalized):', normalizedFilePath);
-
-          // Query file status for each linked path - also include normalized versions
-          const allPathsToCheck = new Set();
-          linkedPaths.forEach(path => {
-            allPathsToCheck.add(path);
-            allPathsToCheck.add(path.replace(/\\/g, '/'));
-          });
-
           const statusQuery = {
             query: `
               query GetFileStatuses($paths: [String!]!, $source: String!) {
@@ -127,7 +100,7 @@ const LinkedFilesSection = ({ filePath, source }) => {
                 }
               }
             `,
-            variables: { paths: Array.from(allPathsToCheck), source }
+            variables: { paths: Array.from(linkedPaths), source }
           };
 
           const statusResponse = await fetch('/hasura/v1/graphql', {
@@ -144,27 +117,12 @@ const LinkedFilesSection = ({ filePath, source }) => {
             if (!statusResult.errors) {
               const fileListingsResult = statusResult.data.file_listings || [];
 
-              // Create status map with both normalized and original path keys
+              // Create status map
               fileListingsResult.forEach(file => {
-                const normalizedPath = file.path.replace(/\\/g, '/');
-                const fileInfo = {
+                statusMap.set(file.path, {
                   status: file.status,
                   object_id: file.object_id
-                };
-
-                // Store with both original and normalized paths as keys
-                statusMap.set(file.path, fileInfo);
-                statusMap.set(normalizedPath, fileInfo);
-              });
-
-              // console.log('LinkedFiles: Status query result:', fileListingsResult);
-              // console.log('LinkedFiles: Status map:', statusMap);
-
-              // Debug: Check what paths we're actually looking for vs what we got
-              Array.from(linkedPaths).forEach(path => {
-                const normalizedPath = path.replace(/\\/g, '/');
-                const found = statusMap.get(path) || statusMap.get(normalizedPath);
-                // console.log(`LinkedFiles: Path "${path}" (normalized: "${normalizedPath}") -> Status:`, found);
+                });
               });
             }
           }
@@ -199,20 +157,11 @@ const LinkedFilesSection = ({ filePath, source }) => {
   };
 
   const getLinkedFilePath = (linking, currentPath) => {
-    // Normalize both paths for comparison
-    const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
-    const normalizedPath2 = linking.file_path_2.replace(/\\/g, '/');
-    const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
-
-    return normalizedPath1 === normalizedCurrentPath ? linking.file_path_2 : linking.file_path_1;
+    return linking.file_path_1 === currentPath ? linking.file_path_2 : linking.file_path_1;
   };
 
   const getRelationshipDirection = (linking, currentPath) => {
-    // Normalize both paths for comparison
-    const normalizedPath1 = linking.file_path_1.replace(/\\/g, '/');
-    const normalizedCurrentPath = currentPath.replace(/\\/g, '/');
-
-    return normalizedPath1 === normalizedCurrentPath ? 'outbound' : 'inbound';
+    return linking.file_path_1 === currentPath ? 'outbound' : 'inbound';
   };
 
   const handleDeleteClick = (linkingId) => {
@@ -323,17 +272,15 @@ const LinkedFilesSection = ({ filePath, source }) => {
 
               linkedFiles.forEach((linking) => {
                 const linkedPath = getLinkedFilePath(linking, filePath);
-                const normalizedLinkedPath = linkedPath.replace(/\\/g, '/');
                 const direction = getRelationshipDirection(linking, filePath);
 
-                if (groupedFiles.has(normalizedLinkedPath)) {
-                  const existing = groupedFiles.get(normalizedLinkedPath);
+                if (groupedFiles.has(linkedPath)) {
+                  const existing = groupedFiles.get(linkedPath);
                   existing.directions.add(direction);
                   existing.linkTypes.add(linking.link_type);
                 } else {
-                  groupedFiles.set(normalizedLinkedPath, {
+                  groupedFiles.set(linkedPath, {
                     linkedPath,
-                    normalizedLinkedPath,
                     directions: new Set([direction]),
                     linkTypes: new Set([linking.link_type].filter(Boolean)),
                     linkingId: linking.linking_id
@@ -344,8 +291,8 @@ const LinkedFilesSection = ({ filePath, source }) => {
               return Array.from(groupedFiles.values()).map((group) => {
                 const fileName = group.linkedPath.split(/[\/\\]/).pop() || group.linkedPath;
 
-                // Get file status info - try both normalized and original path
-                let fileInfo = fileStatusMap.get(group.normalizedLinkedPath) || fileStatusMap.get(group.linkedPath);
+                // Get file status info
+                let fileInfo = fileStatusMap.get(group.linkedPath);
                 const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
 
                 return (

From cc99cafc2866e583eff35c792cbf708c6e520f93 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 00:11:38 -0700
Subject: [PATCH 176/279] remove example test

---
 libs/file_linking/tests/test_example.py | 3 ---
 1 file changed, 3 deletions(-)
 delete mode 100644 libs/file_linking/tests/test_example.py

diff --git a/libs/file_linking/tests/test_example.py b/libs/file_linking/tests/test_example.py
deleted file mode 100644
index b497045..0000000
--- a/libs/file_linking/tests/test_example.py
+++ /dev/null
@@ -1,3 +0,0 @@
-def test_example():
-    """Simple example test to verify pytest is working."""
-    assert True

From d1511044a2d2ba70210e2d1cd1a5bb4a81321ff4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 00:20:24 -0700
Subject: [PATCH 177/279] fix mime type matching

---
 .../file_linking/rules/chromium/cookies.yaml  |  1 +
 .../file_linking/file_linking/rules_engine.py |  2 +-
 libs/file_linking/tests/test_rules_engine.py  | 97 +++++++++++++++++++
 3 files changed, 99 insertions(+), 1 deletion(-)

diff --git a/libs/file_linking/file_linking/rules/chromium/cookies.yaml b/libs/file_linking/file_linking/rules/chromium/cookies.yaml
index b37eb23..ee8d57f 100644
--- a/libs/file_linking/file_linking/rules/chromium/cookies.yaml
+++ b/libs/file_linking/file_linking/rules/chromium/cookies.yaml
@@ -7,6 +7,7 @@ triggers:
   - file_patterns:
       - "**/User Data/Default/Network/Cookies"
     mime_patterns:
+      - "application/vnd.sqlite3"
       - "application/vnd.sqlite3; charset=binary"
 
 linked_files:
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index 53d0e14..f5f489a 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -151,7 +151,7 @@ class FileLinkingEngine:
 
         # Check MIME types
         if trigger.mime_patterns and mime_type not in trigger.mime_patterns:
-            logger.debug("path_match but mime types mismatch")
+            logger.debug(f"path_match but mime types mismatch: {mime_type}")
             return False
 
         # Check magic patterns
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
index f0ffecd..aff7da6 100644
--- a/libs/file_linking/tests/test_rules_engine.py
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -224,3 +224,100 @@ class TestMatchesTrigger:
         )
 
         assert engine._matches_trigger(file_enriched, trigger) is True
+
+
+class TestChromiumCookiesLinking:
+    """Tests for Chromium cookies linking to Local State file."""
+
+    @pytest.fixture
+    def engine(self, tmp_path):
+        """Create a FileLinkingEngine with the actual chromium cookies rule."""
+        # Use the real rules directory to load the cookies.yaml rule
+        import os
+
+        rules_dir = os.path.join(os.path.dirname(os.path.dirname(__file__)), "file_linking", "rules")
+        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=rules_dir)
+
+    def test_chromium_cookies_links_to_local_state_windows(self, engine):
+        """Test that Chromium Cookies file creates a link to Local State on Windows paths."""
+        cookies_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+        expected_local_state_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Local State"
+
+        file_cookies = create_file_enriched(
+            object_id="test-cookies-001",
+            path=cookies_path,
+            mime_type="application/vnd.sqlite3; charset=binary",
+            magic_type="SQLite 3.x database",
+        )
+
+        # Find the chromium_cookies rule
+        rule = next((r for r in engine.rules if r.name == "chromium_cookies"), None)
+        assert rule is not None, "chromium_cookies rule should be loaded"
+        assert rule.enabled is True, "chromium_cookies rule should be enabled"
+
+        # Verify the rule triggers
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_cookies, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is True, "Cookies file should match the rule trigger"
+
+        # Verify the linked file configuration
+        assert len(rule.linked_files) == 1, "Should have exactly one linked file"
+        linked_file = rule.linked_files[0]
+        assert linked_file.name == "local_state", "Linked file should be named 'local_state'"
+        assert linked_file.priority == "high", "Priority should be high"
+        assert "master key" in linked_file.collection_reason.lower(), "Should mention master key in reason"
+
+        # Verify path template expansion
+        assert len(linked_file.path_templates) == 1, "Should have exactly one path template"
+        template = linked_file.path_templates[0]
+        expanded_path = engine._expand_path_template(template, cookies_path)
+        assert expanded_path == expected_local_state_path, f"Expected {expected_local_state_path}, got {expanded_path}"
+
+    def test_chromium_cookies_wrong_mime_type_no_match(self, engine):
+        """Test that a file with the right path but wrong MIME type doesn't trigger the rule."""
+        cookies_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+
+        file_wrong_mime = create_file_enriched(
+            object_id="test-cookies-004",
+            path=cookies_path,
+            mime_type="text/plain",  # Wrong MIME type
+            magic_type="ASCII text",
+        )
+
+        # Find the chromium_cookies rule
+        rule = next((r for r in engine.rules if r.name == "chromium_cookies"), None)
+        assert rule is not None, "chromium_cookies rule should be loaded"
+
+        # Verify the rule does NOT trigger
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_wrong_mime, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is False, "File with wrong MIME type should not match"
+
+    def test_chromium_cookies_wrong_path_no_match(self, engine):
+        """Test that a SQLite file with the wrong path doesn't trigger the rule."""
+        history_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/History"
+
+        file_history = create_file_enriched(
+            object_id="test-history-001",
+            path=history_path,
+            mime_type="application/vnd.sqlite3; charset=binary",
+            magic_type="SQLite 3.x database",
+        )
+
+        # Find the chromium_cookies rule
+        rule = next((r for r in engine.rules if r.name == "chromium_cookies"), None)
+        assert rule is not None, "chromium_cookies rule should be loaded"
+
+        # Verify the rule does NOT trigger
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_history, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is False, "History file should not match cookies rule"

From b63813e300171ceca0c7f856c552b71017777fcd Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 13:48:50 -0700
Subject: [PATCH 178/279] Standardize path handling and centralize database
 connection management

- Add centralized PostgreSQL connection string helper in common/db.py
- Replace ntpath with posixpath
- Add get_drive_from_path() helper for extracting drive letters from paths
- Update all modules to use centralized DB connection helper instead of individual Dapr client calls
- Improve path normalization across Chromium, DPAPI, and file enrichment modules
- Added dependencies to local libraries
- Expand file linking tests with comprehensive rule engine test cases
- Refactor masterkey path construction to use posixpath.normpath for proper path joining
- Update state helpers and API models to use centralized connection
- Updated web API to use strongly typed models instead of dicts
  internally
- Improve DPAPI core functionality with better error handling and path normalization
---
 libs/chromium/chromium/helpers.py             |  10 +-
 libs/chromium/chromium/local_state.py         |  28 +-
 libs/chromium/poetry.lock                     | 730 +++++++++++++-----
 libs/chromium/pyproject.toml                  |   5 +-
 libs/common/common/db.py                      |  16 +
 libs/common/common/helpers.py                 |  57 +-
 libs/common/common/models.py                  |  27 +-
 libs/common/common/models2/api.py             |   4 +-
 libs/common/common/state_helpers.py           |   9 +-
 libs/common/tests/test_helpers.py             | 118 +++
 .../cng_file/analyzer.py                      |  16 +-
 .../dpapi_masterkey/analyzer.py               |  21 +-
 .../lsass_dump/analyzer.py                    |   6 +-
 .../registry_hive/analyzer.py                 |  33 +-
 .../yara/yara_manager.py                      |   9 +-
 libs/file_enrichment_modules/poetry.lock      |  97 ++-
 libs/file_enrichment_modules/pyproject.toml   |   1 +
 libs/file_linking/file_linking/helpers.py     |  10 +-
 libs/file_linking/tests/test_rules_engine.py  | 183 ++++-
 libs/nemesis_dpapi/nemesis_dpapi/core.py      |  30 +-
 libs/nemesis_dpapi/tests/test_core.py         |  34 +-
 projects/alerting/alerting/main.py            |  12 +-
 projects/cli/cli/submit.py                    |  10 +-
 .../document_conversion/main.py               |  11 +-
 .../file_enrichment/controller.py             |   8 +-
 .../file_enrichment/workflow.py               |   9 +-
 .../file_enrichment/workflow_manager.py       |  10 +-
 projects/file_enrichment/poetry.lock          | 457 ++++++-----
 projects/housekeeping/housekeeping/main.py    |  16 +-
 projects/web_api/web_api/large_containers.py  |   5 +-
 projects/web_api/web_api/main.py              |  86 +--
 31 files changed, 1429 insertions(+), 639 deletions(-)
 create mode 100644 libs/common/common/db.py
 create mode 100644 libs/common/tests/test_helpers.py

diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 7ac0cb3..ebcb96a 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -3,12 +3,11 @@
 import re
 import struct
 from datetime import UTC, datetime, timedelta
-from functools import lru_cache
 
 import psycopg
 import structlog
+from common.db import get_postgres_connection_str
 from Crypto.Cipher import AES, ChaCha20_Poly1305
-from dapr.clients import DaprClient
 from nemesis_dpapi import Blob
 
 logger = structlog.get_logger(module=__name__)
@@ -23,13 +22,6 @@ def is_sqlite3(filename):
         return False
 
 
-@lru_cache(maxsize=1)
-def get_postgres_connection_str() -> str:
-    """Get PostgreSQL connection string from Dapr."""
-    with DaprClient() as client:
-        secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-        return secret.secret["POSTGRES_CONNECTION_STRING"]
-
 
 def convert_chromium_timestamp(timestamp: int, str_format: bool = False) -> datetime | str | None:
     """Convert Chromium timestamp to datetime.
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 830ad7f..02fccc9 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -2,10 +2,11 @@
 
 import base64
 import json
-import ntpath
+import posixpath
 from uuid import UUID
 
 import psycopg
+from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -97,24 +98,29 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
         return base64.b64decode(app_bound_key_b64), None
 
 
+
 def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid: UUID) -> None:
     """Add file linking entry for user masterkey."""
 
     # Skip trying to figure out the username/drive if we can
     if r"AppData/Local/Google/Chrome/User Data" in file_enriched.path:
-        masterkey_path = ntpath.abspath(
-            file_enriched.path
-            + f"../../../../../Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        masterkey_path = posixpath.normpath(
+            posixpath.join(
+                file_enriched.path,
+                "../../../../../Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>",
+                str(masterkey_guid),
+            )
         )
     else:
         # Not an AppData path, so build path based on the drive letter and username (if available)
-        drive, _ = ntpath.splitdrive(file_enriched.path)
+        drive = get_drive_from_path(file_enriched.path)
 
-        if username:
-            masterkey_path = f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
-        else:
-            # No username, so just use placeholder. e.g. if uploaded via the UI with no path info
-            masterkey_path = f"{drive}/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        if not username:
+            username = "<WINDOWS_USERNAME>"
+
+        masterkey_path = (
+            f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
+        )
 
     add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
 
@@ -221,7 +227,7 @@ async def _insert_state_keys(
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
             logger.debug(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
-            drive, parts = ntpath.splitdrive(file_enriched.path)
+            drive = get_drive_from_path(file_enriched.path)
             masterkey_path = (
                 f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
             )
diff --git a/libs/chromium/poetry.lock b/libs/chromium/poetry.lock
index 4027f21..a1dd585 100644
--- a/libs/chromium/poetry.lock
+++ b/libs/chromium/poetry.lock
@@ -182,6 +182,83 @@ files = [
     {file = "annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89"},
 ]
 
+[[package]]
+name = "anyio"
+version = "4.11.0"
+description = "High-level concurrency and networking framework on top of asyncio or Trio"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "anyio-4.11.0-py3-none-any.whl", hash = "sha256:0287e96f4d26d4149305414d4e3bc32f0dcd0862365a4bddea19d7a1ec38c4fc"},
+    {file = "anyio-4.11.0.tar.gz", hash = "sha256:82a8d0b81e318cc5ce71a5f1f8b5c4e63619620b63141ef8c995fa0db95a57c4"},
+]
+
+[package.dependencies]
+idna = ">=2.8"
+sniffio = ">=1.1"
+typing_extensions = {version = ">=4.5", markers = "python_version < \"3.13\""}
+
+[package.extras]
+trio = ["trio (>=0.31.0)"]
+
+[[package]]
+name = "argon2-cffi"
+version = "25.1.0"
+description = "Argon2 for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "argon2_cffi-25.1.0-py3-none-any.whl", hash = "sha256:fdc8b074db390fccb6eb4a3604ae7231f219aa669a2652e0f20e16ba513d5741"},
+    {file = "argon2_cffi-25.1.0.tar.gz", hash = "sha256:694ae5cc8a42f4c4e2bf2ca0e64e51e23a040c6a517a85074683d3959e1346c1"},
+]
+
+[package.dependencies]
+argon2-cffi-bindings = "*"
+
+[[package]]
+name = "argon2-cffi-bindings"
+version = "25.1.0"
+description = "Low-level CFFI bindings for Argon2"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_10_13_universal2.whl", hash = "sha256:3d3f05610594151994ca9ccb3c771115bdb4daef161976a266f0dd8aa9996b8f"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_10_13_x86_64.whl", hash = "sha256:8b8efee945193e667a396cbc7b4fb7d357297d6234d30a489905d96caabde56b"},
+    {file = "argon2_cffi_bindings-25.1.0-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:3c6702abc36bf3ccba3f802b799505def420a1b7039862014a65db3205967f5a"},
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+    {file = "argon2_cffi_bindings-25.1.0-pp310-pypy310_pp73-win_amd64.whl", hash = "sha256:da0c79c23a63723aa5d782250fbf51b768abca630285262fb5144ba5ae01e520"},
+    {file = "argon2_cffi_bindings-25.1.0.tar.gz", hash = "sha256:b957f3e6ea4d55d820e40ff76f450952807013d361a65d7f28acc0acbf29229d"},
+]
+
+[package.dependencies]
+cffi = [
+    {version = ">=1.0.1", markers = "python_version < \"3.14\""},
+    {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -270,6 +347,18 @@ files = [
     {file = "blinker-1.9.0.tar.gz", hash = "sha256:b4ce2265a7abece45e7cc896e98dbebe6cead56bcf805a3d23136d145f5445bf"},
 ]
 
+[[package]]
+name = "certifi"
+version = "2025.10.5"
+description = "Python package for providing Mozilla's CA Bundle."
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "certifi-2025.10.5-py3-none-any.whl", hash = "sha256:0f212c2744a9bb6de0c56639a6f68afe01ecd92d91f14ae897c4fe7bbeeef0de"},
+    {file = "certifi-2025.10.5.tar.gz", hash = "sha256:47c09d31ccf2acf0be3f701ea53595ee7e0b8fa08801c6624be771df09ae7b43"},
+]
+
 [[package]]
 name = "cffi"
 version = "2.0.0"
@@ -277,7 +366,6 @@ description = "Foreign Function Interface for Python calling C code."
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\""
 files = [
     {file = "cffi-2.0.0-cp310-cp310-macosx_10_13_x86_64.whl", hash = "sha256:0cf2d91ecc3fcc0625c2c530fe004f82c110405f101548512cce44322fa8ac44"},
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@@ -370,91 +458,125 @@ pycparser = {version = "*", markers = "implementation_name != \"PyPy\""}
 
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 name = "charset-normalizer"
-version = "3.4.3"
+version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
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 ]
 
 [[package]]
@@ -485,6 +607,27 @@ files = [
 ]
 markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
 
+[[package]]
+name = "common"
+version = "0.1.0"
+description = ""
+optional = false
+python-versions = ">=3.12,<4.0"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+dapr = "1.16.0"
+fastapi = "^0.115.6"
+minio = "^7.2.14"
+pydantic = "^2.10.5"
+structlog = "^25.1.0"
+
+[package.source]
+type = "directory"
+url = "../common"
+
 [[package]]
 name = "cryptography"
 version = "42.0.8"
@@ -610,6 +753,27 @@ files = [
     {file = "enum_compat-0.0.3-py3-none-any.whl", hash = "sha256:88091b617c7fc3bbbceae50db5958023c48dc40b50520005aa3bf27f8f7ea157"},
 ]
 
+[[package]]
+name = "fastapi"
+version = "0.115.14"
+description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
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+starlette = ">=0.40.0,<0.47.0"
+typing-extensions = ">=4.8.0"
+
+[package.extras]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+
 [[package]]
 name = "file-linking"
 version = "0.1.0"
@@ -621,8 +785,10 @@ files = []
 develop = true
 
 [package.dependencies]
+common = {path = "../common", develop = true}
 dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+pyyaml = "^6.0.3"
 structlog = ">=20.0.0,<30.0.0"
 
 [package.source]
@@ -907,14 +1073,14 @@ protobuf = ">=6.31.1,<7.0.0"
 
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 groups = ["main"]
 files = [
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 ]
 
 [package.extras]
@@ -1116,6 +1282,25 @@ files = [
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 ]
 
+[[package]]
+name = "minio"
+version = "7.2.18"
+description = "MinIO Python SDK for Amazon S3 Compatible Cloud Storage"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
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+]
+
+[package.dependencies]
+argon2-cffi = "*"
+certifi = "*"
+pycryptodome = "*"
+typing-extensions = "*"
+urllib3 = "*"
+
 [[package]]
 name = "multidict"
 version = "6.7.0"
@@ -1606,7 +1791,7 @@ description = "C parser in Python"
 optional = false
 python-versions = ">=3.8"
 groups = ["main"]
-markers = "platform_python_implementation != \"PyPy\" and implementation_name != \"PyPy\""
+markers = "implementation_name != \"PyPy\""
 files = [
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@@ -1716,19 +1901,19 @@ files = [
 
 [[package]]
 name = "pydantic"
-version = "2.12.0"
+version = "2.12.2"
 description = "Data validation using Python type hints"
 optional = false
 python-versions = ">=3.9"
 groups = ["main"]
 files = [
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 [package.dependencies]
 annotated-types = ">=0.6.0"
-pydantic-core = "2.41.1"
+pydantic-core = "2.41.4"
 typing-extensions = ">=4.14.1"
 typing-inspection = ">=0.4.2"
 
@@ -1738,125 +1923,129 @@ timezone = ["tzdata"]
 
 [[package]]
 name = "pydantic-core"
-version = "2.41.1"
+version = "2.41.4"
 description = "Core functionality for Pydantic validation and serialization"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 enum-compat = "*"
 unicodecsv = "*"
 
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+    {file = "pyyaml-6.0.3-cp314-cp314t-win_arm64.whl", hash = "sha256:ebc55a14a21cb14062aa4162f906cd962b28e2e9ea38f9b4391244cd8de4ae0b"},
+    {file = "pyyaml-6.0.3-cp39-cp39-macosx_10_13_x86_64.whl", hash = "sha256:b865addae83924361678b652338317d1bd7e79b1f4596f96b96c77a5a34b34da"},
+    {file = "pyyaml-6.0.3-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:c3355370a2c156cffb25e876646f149d5d68f5e0a3ce86a5084dd0b64a994917"},
+    {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:3c5677e12444c15717b902a5798264fa7909e41153cdf9ef7ad571b704a63dd9"},
+    {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:5ed875a24292240029e4483f9d4a4b8a1ae08843b9c54f43fcc11e404532a8a5"},
+    {file = "pyyaml-6.0.3-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0150219816b6a1fa26fb4699fb7daa9caf09eb1999f3b70fb6e786805e80375a"},
+    {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:fa160448684b4e94d80416c0fa4aac48967a969efe22931448d853ada8baf926"},
+    {file = "pyyaml-6.0.3-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:27c0abcb4a5dac13684a37f76e701e054692a9b2d3064b70f5e4eb54810553d7"},
+    {file = "pyyaml-6.0.3-cp39-cp39-win32.whl", hash = "sha256:1ebe39cb5fc479422b83de611d14e2c0d3bb2a18bbcb01f229ab3cfbd8fee7a0"},
+    {file = "pyyaml-6.0.3-cp39-cp39-win_amd64.whl", hash = "sha256:2e71d11abed7344e42a8849600193d15b6def118602c4c176f748e4583246007"},
+    {file = "pyyaml-6.0.3.tar.gz", hash = "sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f"},
+]
+
 [[package]]
 name = "ruff"
 version = "0.9.10"
@@ -2047,6 +2319,36 @@ files = [
     {file = "six-1.17.0.tar.gz", hash = "sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81"},
 ]
 
+[[package]]
+name = "sniffio"
+version = "1.3.1"
+description = "Sniff out which async library your code is running under"
+optional = false
+python-versions = ">=3.7"
+groups = ["main"]
+files = [
+    {file = "sniffio-1.3.1-py3-none-any.whl", hash = "sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2"},
+    {file = "sniffio-1.3.1.tar.gz", hash = "sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc"},
+]
+
+[[package]]
+name = "starlette"
+version = "0.46.2"
+description = "The little ASGI library that shines."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "starlette-0.46.2-py3-none-any.whl", hash = "sha256:595633ce89f8ffa71a015caed34a5b2dc1c0cdb3f0f1fbd1e69339cf2abeec35"},
+    {file = "starlette-0.46.2.tar.gz", hash = "sha256:7f7361f34eed179294600af672f565727419830b54b7b084efe44bb82d2fccd5"},
+]
+
+[package.dependencies]
+anyio = ">=3.6.2,<5"
+
+[package.extras]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
+
 [[package]]
 name = "structlog"
 version = "25.4.0"
@@ -2111,6 +2413,24 @@ files = [
     {file = "unicodecsv-0.14.1.tar.gz", hash = "sha256:018c08037d48649a0412063ff4eda26eaa81eff1546dbffa51fa5293276ff7fc"},
 ]
 
+[[package]]
+name = "urllib3"
+version = "2.5.0"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "urllib3-2.5.0-py3-none-any.whl", hash = "sha256:e6b01673c0fa6a13e374b50871808eb3bf7046c4b125b216f6bf1cc604cff0dc"},
+    {file = "urllib3-2.5.0.tar.gz", hash = "sha256:3fc47733c7e419d4bc3f6b3dc2b4f890bb743906a30d56ba4a5bfa4bbff92760"},
+]
+
+[package.extras]
+brotli = ["brotli (>=1.0.9)", "brotlicffi (>=0.8.0)"]
+h2 = ["h2 (>=4,<5)"]
+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
+
 [[package]]
 name = "werkzeug"
 version = "3.1.3"
@@ -2277,4 +2597,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "8114082b03e407f03f5b378ecc18125521fb517350fe478d814f2229e334f1c3"
+content-hash = "8704106c6a7f30ae16b47f1eae4616a750c23722e696f5e8ded7e48bd5d483d1"
diff --git a/libs/chromium/pyproject.toml b/libs/chromium/pyproject.toml
index 6bc3b73..afd65a5 100644
--- a/libs/chromium/pyproject.toml
+++ b/libs/chromium/pyproject.toml
@@ -11,8 +11,9 @@ impacket = ">=0.12.0,<0.13.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
 dapr = "1.16.0"
 structlog = ">=20.0.0,<30.0.0"
-nemesis-dpapi = { path = "../nemesis_dpapi", develop = true }
-file-linking = { path = "../file_linking", develop = true }
+nemesis_dpapi = { path = "../nemesis_dpapi", develop = true }
+file_linking = { path = "../file_linking", develop = true }
+common = { path = "../../libs/common", develop = true }
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/common/common/db.py b/libs/common/common/db.py
new file mode 100644
index 0000000..5f28c44
--- /dev/null
+++ b/libs/common/common/db.py
@@ -0,0 +1,16 @@
+from functools import lru_cache
+
+from dapr.clients import DaprClient
+
+
+@lru_cache(maxsize=1)
+def get_postgres_connection_str(dapr_client: DaprClient | None = None) -> str:
+    """Get PostgreSQL connection string from Dapr."""
+
+    if dapr_client:
+        secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+        return secret.secret["POSTGRES_CONNECTION_STRING"]
+    else:
+        with DaprClient() as client:
+            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
+            return secret.secret["POSTGRES_CONNECTION_STRING"]
diff --git a/libs/common/common/helpers.py b/libs/common/common/helpers.py
index 1e6051c..e042c99 100644
--- a/libs/common/common/helpers.py
+++ b/libs/common/common/helpers.py
@@ -1,6 +1,6 @@
 import hashlib
 import io
-import ntpath
+import posixpath
 import re
 import subprocess
 from typing import BinaryIO
@@ -251,7 +251,7 @@ def sanitize_file_path(file_path: str, num_chars=4):
 
 def get_file_extension(filepath):
     # Get just the final filename component of the path
-    base_name = ntpath.basename(filepath)
+    base_name = posixpath.basename(filepath)
 
     # Split on the last dot, but only if the dot isn't the first character
     if base_name.startswith(".") or "." not in base_name:
@@ -262,6 +262,59 @@ def get_file_extension(filepath):
         return "." + name_parts[-1]
     return ""
 
+def get_drive_from_path(path: str) -> str | None:
+    parts = path.split("/")
+
+    # Handle paths without leading slash (e.g., "C:/Users/...")
+    if len(parts) >= 1 and parts[0]:
+        drive_part = parts[0]
+
+        # Validate drive part
+        if not drive_part:
+            return None
+
+        # Must be exactly 2 characters: letter + colon
+        if len(drive_part) != 2:
+            return None
+
+        # Second character must be ':'
+        if drive_part[1] != ":":
+            return None
+
+        # First character must be a letter (A-Z or a-z)
+        if not drive_part[0].isalpha():
+            return None
+
+        # Return drive without trailing slash for paths without leading slash
+        return drive_part
+
+    # For paths like "/C:/Users/...", parts[0] is empty and parts[1] contains the drive
+    if len(parts) >= 2:
+        drive_part = parts[1]
+
+        # Validate drive part
+        if not drive_part:
+            return None
+
+        # Must be exactly 2 characters: letter + colon
+        if len(drive_part) != 2:
+            return None
+
+        # Second character must be ':'
+        if drive_part[1] != ":":
+            return None
+
+        # First character must be a letter (A-Z or a-z)
+        if not drive_part[0].isalpha():
+            return None
+
+        # Return "/" + drive letter with colon
+        # e.g., "C:" -> "/C:"
+        return f"/{drive_part}"
+
+    return None
+
+
 
 def extract_all_strings(filename: str, min_len: int = 5):
     """
diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 43dc00d..9b3fcb1 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -1,12 +1,15 @@
 # src/common/models.py
 from datetime import datetime
 from enum import Enum
-from typing import Any, Generic, TypeVar
+from typing import TYPE_CHECKING, Any, Generic, TypeVar
 
 from pydantic import BaseModel, Field
 
 from .logger import get_logger
 
+if TYPE_CHECKING:
+    from .models2.api import FileMetadata
+
 logger = get_logger(__name__)
 
 
@@ -222,6 +225,28 @@ class File(BaseModel):
         exclude_unset = True
         json_encoders = {datetime: lambda dt: dt.isoformat()}
 
+    @classmethod
+    def from_file_metadata(cls, metadata: "FileMetadata", object_id: str) -> "File":
+        """
+        Create a File instance from FileMetadata and object_id.
+
+        Args:
+            metadata: FileMetadata object containing upload metadata
+            object_id: The object ID of the uploaded file
+
+        Returns:
+            File instance ready for submission
+        """
+        return cls(
+            object_id=object_id,
+            agent_id=metadata.agent_id,
+            source=metadata.source,
+            project=metadata.project,
+            timestamp=metadata.timestamp,
+            expiration=metadata.expiration,
+            path=metadata.path,
+        )
+
 
 ##########################################
 #
diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index 11c51c8..d3817d0 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -109,8 +109,8 @@ class FileMetadata(BaseModel):
     agent_id: str
     source: str | None = None
     project: str
-    timestamp: datetime | None = Field(default=None, description="ISO 8601 formatted timestamp")
-    expiration: datetime | None = Field(default=None, description="ISO 8601 formatted expiration date")
+    timestamp: datetime | None = Field(default=None, description="ISO 8601 formatted timestamp of when the data was collected")
+    expiration: datetime | None = Field(default=None, description="ISO 8601 formatted expiration date (when the data should be deleted)")
     path: str
     file_filters: FileFilters | None = Field(
         default=None, description="Optional file filtering configuration for container extraction"
diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index c9e849f..1c72371 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -1,23 +1,18 @@
 import json
 
 import psycopg
+from common.db import get_postgres_connection_str
 from common.models import FileEnriched
-from dapr.clients import DaprClient
 
 from .logger import get_logger
 
 logger = get_logger(__name__)
 
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-
 def get_file_enriched(object_id: str) -> FileEnriched:
     """Retrieve a file_enriched record from PostgreSQL and parse it into a FileEnriched object."""
     try:
-        with psycopg.connect(postgres_connection_string) as conn:
+        with psycopg.connect(get_postgres_connection_str()) as conn:
             with conn.cursor() as cur:
                 # Query remains the same
                 cur.execute(
diff --git a/libs/common/tests/test_helpers.py b/libs/common/tests/test_helpers.py
new file mode 100644
index 0000000..b21ba80
--- /dev/null
+++ b/libs/common/tests/test_helpers.py
@@ -0,0 +1,118 @@
+"""Tests for chromium.local_state module."""
+
+from common.helpers import get_drive_from_path
+
+
+class TestGetDriveFromPath:
+    """Test suite for get_drive_from_path function."""
+
+    def test_valid_path_with_colon(self):
+        """Test valid path with colon in drive letter."""
+        assert get_drive_from_path("/C:/Users/test") == "/C:"
+        assert get_drive_from_path("/D:/Program Files") == "/D:"
+        assert get_drive_from_path("/E:/temp") == "/E:"
+
+    def test_invalid_path_without_colon(self):
+        """Test invalid path without colon in drive letter - should fail."""
+        assert get_drive_from_path("/C/Users/test") is None
+        assert get_drive_from_path("/D/Program Files") is None
+        assert get_drive_from_path("/E/temp") is None
+
+    def test_lowercase_drive_letters(self):
+        """Test lowercase drive letters are preserved."""
+        assert get_drive_from_path("/c:/Users/test") == "/c:"
+        assert get_drive_from_path("/d:/temp") == "/d:"
+
+    def test_mixed_case_drive_letters(self):
+        """Test mixed case scenarios."""
+        assert get_drive_from_path("/C:/Users/test") == "/C:"
+        assert get_drive_from_path("/c:/Users/test") == "/c:"
+
+    def test_all_valid_drive_letters(self):
+        """Test all valid drive letters A-Z with colon."""
+        for letter in "ABCDEFGHIJKLMNOPQRSTUVWXYZ":
+            assert get_drive_from_path(f"/{letter}:/Users") == f"/{letter}:"
+            # Without colon should fail
+            assert get_drive_from_path(f"/{letter}/Users") is None
+
+    def test_invalid_numeric_drive(self):
+        """Test invalid numeric drive letters."""
+        assert get_drive_from_path("/1:/Users/test") is None
+        assert get_drive_from_path("/123/Users/test") is None
+        assert get_drive_from_path("/0:/temp") is None
+
+    def test_invalid_special_characters(self):
+        """Test invalid special characters as drive."""
+        assert get_drive_from_path("/$:/Users/test") is None
+        assert get_drive_from_path("/@:/Users/test") is None
+        assert get_drive_from_path("/#/Users/test") is None
+        assert get_drive_from_path("/*/Users/test") is None
+
+    def test_invalid_multiple_letters(self):
+        """Test invalid multiple letters without colon."""
+        assert get_drive_from_path("/AB/Users/test") is None
+        assert get_drive_from_path("/CD:/Users/test") is None
+        assert get_drive_from_path("/ABC/Users/test") is None
+
+    def test_invalid_colon_usage(self):
+        """Test invalid colon usage."""
+        assert get_drive_from_path("/C;/Users/test") is None  # semicolon instead
+        assert get_drive_from_path("/C::/Users/test") is None  # double colon
+        assert get_drive_from_path("/:C/Users/test") is None  # colon before letter
+
+    def test_path_without_leading_slash(self):
+        """Test paths without leading slash."""
+        assert get_drive_from_path("C:/Users/test") == "C:"
+        assert get_drive_from_path("C/Users/test") is None
+
+    def test_path_with_only_drive(self):
+        """Test paths with only drive letter."""
+        assert get_drive_from_path("/C:") == "/C:"
+        assert get_drive_from_path("/C") is None  # Without colon should fail
+        assert get_drive_from_path("/D:") == "/D:"
+
+    def test_path_with_trailing_elements(self):
+        """Test various path structures."""
+        assert get_drive_from_path("/C:/Users/test/Documents/file.txt") == "/C:"
+        assert get_drive_from_path("/C/Users/test/Documents/file.txt") is None  # Without colon should fail
+        assert get_drive_from_path("/D:/Program Files/App/config.ini") == "/D:"
+
+    def test_edge_case_single_slash(self):
+        """Test edge case of single slash."""
+        assert get_drive_from_path("/") is None
+
+    def test_edge_case_double_slash(self):
+        """Test edge case of double slash."""
+        assert get_drive_from_path("//") is None
+        assert get_drive_from_path("//C/Users") is None
+
+    def test_path_with_spaces(self):
+        """Test paths with spaces in directories."""
+        assert get_drive_from_path("/C:/Program Files/Test") == "/C:"
+        assert get_drive_from_path("/C/Program Files/Test") is None  # Without colon should fail
+
+    def test_mixed_slashes_in_path(self):
+        """Test that function handles forward slashes correctly."""
+        # The function expects POSIX-style paths with forward slashes
+        assert get_drive_from_path("/C:/Users/test") == "/C:"
+        assert get_drive_from_path("/C/Users/test") is None  # Without colon should fail
+
+    def test_unicode_characters(self):
+        """Test paths with unicode characters in later parts."""
+        assert get_drive_from_path("/C:/Users/тест") == "/C:"
+        assert get_drive_from_path("/C/Users/测试") is None  # Without colon should fail
+
+    def test_empty_drive_after_slash(self):
+        """Test path with empty drive section."""
+        assert get_drive_from_path("//Users/test") is None
+
+    def test_real_world_chrome_paths(self):
+        """Test with real-world Chrome Local State paths."""
+        assert get_drive_from_path("/C:/Users/itadmin/AppData/Local/Google/Chrome/User Data/Local State") == "/C:"
+        assert get_drive_from_path("/C/Users/itadmin/AppData/Local/Google/Chrome/User Data/Local State") is None  # Without colon should fail
+        assert get_drive_from_path("/C/DPAPIUser/AppData/Local/Google/Chrome/User Data/Local State") is None  # Without colon should fail
+
+    def test_alternate_browser_paths(self):
+        """Test with other Chromium-based browser paths."""
+        assert get_drive_from_path("/D:/Users/test/AppData/Local/Microsoft/Edge/User Data/Local State") == "/D:"
+        assert get_drive_from_path("/E/Users/test/AppData/Local/BraveSoftware/Brave-Browser/User Data/Local State") is None  # Without colon should fail
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index 495ae4a..2ebf3e5 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -10,11 +10,11 @@ from uuid import UUID
 
 import psycopg
 import yara_x
+from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
 from file_enrichment_modules.cng_file.cng_parser import (
     BCRYPT_KEY_DATA_BLOB_MAGIC,
     extract_dpapi_blob_from_cng_property,
@@ -36,11 +36,7 @@ class CngFileAnalyzer(EnrichmentModule):
         self.dpapi_manager: DpapiManager = None  # type: ignore
         self.loop: asyncio.AbstractEventLoop = None  # type: ignore
         self.workflows = ["default"]
-
-        # Get PostgreSQL connection string
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+        self._conninfo = get_postgres_connection_str()
 
         # Yara rule to identify CNG files
         self.yara_rule = yara_x.compile("""
@@ -325,7 +321,7 @@ rule is_cng_file
                     # Extract final 32-byte key material
                     final_key_material = extract_final_key_material(decrypted_key)
                     if final_key_material:
-                        logger.debug(f"Extracted final 32-byte key material for database storage")
+                        logger.debug("Extracted final 32-byte key material for database storage")
 
                 except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
                     logger.debug(
@@ -378,7 +374,7 @@ rule is_cng_file
                             # Extract final 32-byte key material
                             final_key_material = extract_final_key_material(decrypted_key)
                             if final_key_material:
-                                logger.info(f"Extracted final 32-byte key material for database storage")
+                                logger.info("Extracted final 32-byte key material for database storage")
 
                         except Exception as decrypt_error:
                             logger.warning(f"Failed to decrypt extracted blob: {decrypt_error}")
@@ -406,7 +402,7 @@ rule is_cng_file
                         logger.warning(f"Failed to process extracted blob: {e2}")
                 else:
                     # Not a DPAPI blob, might be plaintext or other format
-                    logger.info(f"Private key is not DPAPI encrypted, checking for BCRYPT format...")
+                    logger.info("Private key is not DPAPI encrypted, checking for BCRYPT format...")
                     await self._check_bcrypt_key_blob(private_key_data)
 
         except Exception as e:
@@ -448,4 +444,4 @@ rule is_cng_file
 
 def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
     """Factory function that creates the analyzer in either standalone or service mode."""
-    return CngFileAnalyzer(standalone=standalone)
\ No newline at end of file
+    return CngFileAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 38e7e47..1880db2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -1,15 +1,16 @@
 # enrichment_modules/dpapi_masterkey/analyzer.py
 import asyncio
-import ntpath
+import posixpath
 import re
 from typing import TYPE_CHECKING
 
 import psycopg
+from common.db import get_postgres_connection_str
+from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile, MasterKeyType
@@ -37,11 +38,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             r"^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$",
             re.IGNORECASE,
         )
-
-        # Get PostgreSQL connection string
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+        self._conninfo = get_postgres_connection_str()
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Check if this file should be processed as a DPAPI masterkey file.
@@ -86,8 +83,8 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                         return str(result["object_id"])  # Convert UUID to string
 
                     # Fallback query: look for registry files by magic_type and enrichment results
-                    # Extract the hive type from the target path (e.g., SECURITY from ...\\Windows\\System32\\Config\\SECURITY)
-                    target_hive_type = ntpath.basename(target_hive_path).upper()
+                    # Extract the hive type from the target path (e.g., SECURITY from .../Windows/System32/Config/SECURITY)
+                    target_hive_type = posixpath.basename(target_hive_path).upper()
 
                     cur.execute(
                         """
@@ -148,15 +145,15 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         if not file_enriched.source or not file_enriched.path:
             return
 
-        drive, _ = ntpath.splitdrive(file_enriched.path)
+        drive = get_drive_from_path(file_enriched.path)
         if not drive:
             logger.warning(f"Could not extract drive from path: {file_enriched.path}")
             return
 
         try:
             # Link to SYSTEM and SECURITY hives, needed to decrypt the SYSTEM masterkeys
-            system_standard_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
-            security_standard_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+            system_standard_path = f"{drive}/Windows/System32/Config/SYSTEM"
+            security_standard_path = f"{drive}/Windows/System32/Config/SECURITY"
 
             system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
             security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index e5f556e..c80cc14 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -6,11 +6,11 @@ from datetime import datetime
 from typing import TYPE_CHECKING
 from uuid import UUID
 
+from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyType
 from pypykatz.pypykatz import pypykatz
@@ -558,9 +558,7 @@ class LsassDumpParser(EnrichmentModule):
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
 
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+        postgres_connection_string = get_postgres_connection_str()
 
         if not postgres_connection_string.startswith("postgres://"):
             raise ValueError(
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index c31dd02..24d9e02 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -1,18 +1,19 @@
 # enrichment_modules/registry_hive/analyzer.py
 import asyncio
-import ntpath
 import os
+import posixpath
 import shutil
 import tempfile
 import textwrap
 from typing import TYPE_CHECKING
 
 import psycopg
+from common.db import get_postgres_connection_str
+from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
 from nemesis_dpapi import DpapiSystemCredential
@@ -34,11 +35,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         self.workflows = ["default"]
         self.dpapi_manager: DpapiManager = None  # type: ignore
         self.loop: asyncio.AbstractEventLoop = None  # type: ignore
-
-        # Get PostgreSQL connection string
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self._conninfo = secret.secret["POSTGRES_CONNECTION_STRING"]
+        self._conninfo = get_postgres_connection_str()
 
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should run based on file type."""
@@ -115,8 +112,8 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         return str(result["object_id"])  # Convert UUID to string
 
                     # Fallback query: look for registry files by magic_type and enrichment results
-                    # Extract the hive type from the target path (e.g., SECURITY from ...\\Windows\\System32\\Config\\SECURITY)
-                    target_hive_type = ntpath.basename(target_hive_path).upper()
+                    # Extract the hive type from the target path (e.g., SECURITY from .../Windows/System32/Config/SECURITY)
+                    target_hive_type = posixpath.basename(target_hive_path).upper()
 
                     cur.execute(
                         """
@@ -177,7 +174,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         if not file_enriched.source or not file_enriched.path:
             return
 
-        drive, _ = ntpath.splitdrive(file_enriched.path)
+        drive = get_drive_from_path(file_enriched.path)
         if not drive:
             logger.warning(f"Could not extract drive from path: {file_enriched.path}")
             return
@@ -186,8 +183,8 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             if hive_type == "SYSTEM":
                 # Link to SAM and SECURITY hives
                 # First check if they exist at non-standard locations
-                sam_standard_path = f"{drive}\\Windows\\System32\\Config\\SAM"
-                security_standard_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+                sam_standard_path = f"{drive}/Windows/System32/Config/SAM"
+                security_standard_path = f"{drive}/Windows/System32/Config/SECURITY"
 
                 sam_path = self._get_existing_hive_path(file_enriched, sam_standard_path)
                 security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
@@ -211,7 +208,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             elif hive_type in ["SAM", "SECURITY"]:
                 # Link to SYSTEM hive
                 # First check if it exists at a non-standard location
-                system_standard_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+                system_standard_path = f"{drive}/Windows/System32/Config/SYSTEM"
                 system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
 
                 add_file_linking(
@@ -766,10 +763,10 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             analysis_results = self._process_system_hive(hive_file_path)
 
             # Also check for and process existing SAM/SECURITY hives
-            drive, _ = ntpath.splitdrive(file_enriched.path)
+            drive = get_drive_from_path(file_enriched.path)
             if drive:
-                sam_path = f"{drive}\\Windows\\System32\\Config\\SAM"
-                security_path = f"{drive}\\Windows\\System32\\Config\\SECURITY"
+                sam_path = f"{drive}/Windows/System32/Config/SAM"
+                security_path = f"{drive}/Windows/System32/Config/SECURITY"
 
                 sam_object_id = self._find_existing_hive(file_enriched, sam_path)
                 security_object_id = self._find_existing_hive(file_enriched, security_path)
@@ -796,11 +793,11 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         elif hive_type in ["SAM", "SECURITY"]:
             # Look for SYSTEM hive
-            drive, _ = ntpath.splitdrive(file_enriched.path)
+            drive = get_drive_from_path(file_enriched.path)
             system_object_id = None
 
             if drive:
-                system_path = f"{drive}\\Windows\\System32\\Config\\SYSTEM"
+                system_path = f"{drive}/Windows/System32/Config/SYSTEM"
                 system_object_id = self._find_existing_hive(file_enriched, system_path)
 
             if system_object_id:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
index 36a07d7..584060a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
@@ -7,8 +7,8 @@ import plyara
 import psycopg
 import structlog
 import yara_x
+from common.db import get_postgres_connection_str
 from common.dependency_checks import check_directory_exists
-from dapr.clients import DaprClient
 from plyara import utils as plyara_utils
 from psycopg.rows import dict_row
 
@@ -25,12 +25,7 @@ class YaraRuleManager:
         self.parser = plyara.Plyara()
         self._compiler = yara_x.Compiler()
         self._compiled_rules: yara_x.Rules | None = None
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-        self._conninfo = postgres_connection_string
+        self._conninfo = get_postgres_connection_str()
 
         # Load and compile rules from disk first
         self._process_disk_rules()
diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index ecfdddf..94177e6 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -755,6 +755,27 @@ typing-extensions = ">=4.8.0"
 all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
 standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
 
+[[package]]
+name = "file-linking"
+version = "0.1.0"
+description = "Modules Nemesis uses to handle file links and listings"
+optional = false
+python-versions = ">=3.12,<4.0"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+common = {path = "../common", develop = true}
+dapr = "1.16.0"
+psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+pyyaml = "^6.0.3"
+structlog = ">=20.0.0,<30.0.0"
+
+[package.source]
+type = "directory"
+url = "../file_linking"
+
 [[package]]
 name = "flask"
 version = "3.1.2"
@@ -1674,6 +1695,7 @@ files = [
 ]
 
 [package.dependencies]
+psycopg-binary = {version = "3.2.10", optional = true, markers = "implementation_name != \"pypy\" and extra == \"binary\""}
 typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
 tzdata = {version = "*", markers = "sys_platform == \"win32\""}
 
@@ -1685,6 +1707,79 @@ docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)"
 pool = ["psycopg-pool"]
 test = ["anyio (>=4.0)", "mypy (>=1.14)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
 
+[[package]]
+name = "psycopg-binary"
+version = "3.2.10"
+description = "PostgreSQL database adapter for Python -- C optimisation distribution"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+markers = "implementation_name != \"pypy\""
+files = [
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+    {file = "psycopg_binary-3.2.10-cp314-cp314-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:7950ff79df7a453ac8a7d7a74694055b6c15905b0a2b6e3c99eb59c51a3f9bf7"},
+    {file = "psycopg_binary-3.2.10-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:0c2b95e83fda70ed2b0b4fadd8538572e4a4d987b721823981862d1ab56cc760"},
+    {file = "psycopg_binary-3.2.10-cp314-cp314-musllinux_1_2_aarch64.whl", hash = "sha256:20384985fbc650c09a547a13c6d7f91bb42020d38ceafd2b68b7fc4a48a1f160"},
+    {file = "psycopg_binary-3.2.10-cp314-cp314-musllinux_1_2_ppc64le.whl", hash = "sha256:1f6982609b8ff8fcd67299b67cd5787da1876f3bb28fedd547262cfa8ddedf94"},
+    {file = "psycopg_binary-3.2.10-cp314-cp314-musllinux_1_2_x86_64.whl", hash = "sha256:bf30dcf6aaaa8d4779a20d2158bdf81cc8e84ce8eee595d748a7671c70c7b890"},
+    {file = "psycopg_binary-3.2.10-cp314-cp314-win_amd64.whl", hash = "sha256:d5c6a66a76022af41970bf19f51bc6bf87bd10165783dd1d40484bfd87d6b382"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:901729188b3fd5625970650ca1167786847dee0b92930c2858724d1a5e25dee1"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:d7d05174276bb403b8a57e01b857d96b0ac2a6879c5ce06a5cac2d1115763081"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:37b42b2f5f58df1f07a5df1b0c2bcc9bd3b9c105e2e988923bfa47aa4ae967da"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6fe450a98a0788b721b1b8302f0ba9be6eca82faf74bf7a86d794cd6484c7e27"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:a28f24a7b68456bd31209b027a5b04304d37eb1d622ef847bf8c47933218a738"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-musllinux_1_2_ppc64le.whl", hash = "sha256:5369202e0e764193eac311b5a337d8cd58b1e23b822ddb7a559ed9f683d97623"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:8f4ae059c6c9e491cdc3f39f9fc4f09373ef281c6cc381499269dcff21abafc9"},
+    {file = "psycopg_binary-3.2.10-cp38-cp38-win_amd64.whl", hash = "sha256:3e115930af2f38f4bbb5f1b61b598ceb802f091c1592c0fe0571c796b714b89a"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:0738320a8d405f98743227ff70ed8fac9670870289435f4861dc640cef4a61d3"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:89440355d1b163b11dc661ae64a5667578aab1b80bbf71ced90693d88e9863e1"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl", hash = "sha256:3234605839e7d7584bd0a20716395eba34d368a5099dafe7896c943facac98fc"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-manylinux2014_ppc64le.manylinux_2_17_ppc64le.whl", hash = "sha256:725843fd444075cc6c9989f5b25ca83ac68d8d70b58e1f476fbb4096975e43cc"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:447afc326cbc95ed67c0cd27606c0f81fa933b830061e096dbd37e08501cb3de"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:5334a61a00ccb722f0b28789e265c7a273cfd10d5a1ed6bf062686fbb71e7032"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-musllinux_1_2_ppc64le.whl", hash = "sha256:183a59cbdcd7e156669577fd73a9e917b1ee664e620f1e31ae138d24c7714693"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:8fa2efaf5e2f8c289a185c91c80a624a8f97aa17fbedcbc68f373d089b332afd"},
+    {file = "psycopg_binary-3.2.10-cp39-cp39-win_amd64.whl", hash = "sha256:6220d6efd6e2df7b67d70ed60d653106cd3b70c5cb8cbe4e9f0a142a5db14015"},
+]
+
 [[package]]
 name = "pyasn1"
 version = "0.6.1"
@@ -2541,4 +2636,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "94c7d39b15bc7a21312f5f4112760ad04b26483a1e17c59a1e107ff4ba927acf"
+content-hash = "1d1417e9fc34d3b7b94afad534eb668165b67ca1844f1f6f102428b1da6554a7"
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index 468cbf3..411dd57 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -17,6 +17,7 @@ asyncpg = "^0.30.0"
 psycopg = "^3.2.4"
 common = { path = "../common", develop = true }
 nemesis_dpapi = { path = "../nemesis_dpapi", develop = true }
+file_linking = { path = "../file_linking", develop = true }
 lnkparse3 = "^1.5.0"
 dapr = "1.16.0"
 
diff --git a/libs/file_linking/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
index d7c879d..922e61a 100644
--- a/libs/file_linking/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -6,19 +6,13 @@ file relationships they discover during analysis.
 """
 
 import structlog
-from dapr.clients import DaprClient
+from common.db import get_postgres_connection_str
 
 from .rules_engine import FileLinkingEngine
 
 logger = structlog.get_logger(module=__name__)
 
 
-def _get_postgres_conn_str():
-    with DaprClient() as client:
-        secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-        return secret.secret["POSTGRES_CONNECTION_STRING"]
-
-
 def add_file_linkings(
     source: str,
     source_file_path: str,
@@ -62,7 +56,7 @@ def add_file_linkings(
     """
 
     try:
-        file_linking_engine = FileLinkingEngine(_get_postgres_conn_str())
+        file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
     except Exception as e:
         logger.exception(e, "[add_file_linkings]")
 
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
index aff7da6..5ceff8b 100644
--- a/libs/file_linking/tests/test_rules_engine.py
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -43,7 +43,7 @@ class TestMatchesTrigger:
 
     def test_matches_trigger_chromium_cookies(self, engine):
         """Test matching Chromium cookies with various trigger conditions."""
-        cookies_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+        cookies_path = "/C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
         sqlite_mime = "application/vnd.sqlite3; charset=binary"
         sqlite_magic = "SQLite 3.x database"
 
@@ -321,3 +321,184 @@ class TestChromiumCookiesLinking:
                 trigger_matched = True
                 break
         assert trigger_matched is False, "History file should not match cookies rule"
+
+
+class TestChromiumLocalStateLinking:
+    """Tests for Chromium Local State linking to Login Data and Cookies files."""
+
+    @pytest.fixture
+    def engine(self, tmp_path):
+        """Create a FileLinkingEngine with the actual chromium local_state rule."""
+        import os
+
+        rules_dir = os.path.join(os.path.dirname(os.path.dirname(__file__)), "file_linking", "rules")
+        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=rules_dir)
+
+    def test_chromium_local_state_links_to_login_data_and_cookies_windows(self, engine):
+        """Test that Chromium Local State file creates links to Login Data and Cookies on Windows paths."""
+        local_state_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Local State"
+        expected_login_data_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Login Data"
+        expected_cookies_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+
+        file_local_state = create_file_enriched(
+            object_id="test-local-state-001",
+            path=local_state_path,
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+
+        # Find the chromium_local_state rule
+        rule = next((r for r in engine.rules if r.name == "chromium_local_state"), None)
+        assert rule is not None, "chromium_local_state rule should be loaded"
+        assert rule.enabled is True, "chromium_local_state rule should be enabled"
+
+        # Verify the rule triggers
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_local_state, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is True, "Local State file should match the rule trigger"
+
+        # Verify the linked files configuration
+        assert len(rule.linked_files) == 2, "Should have exactly two linked files"
+
+        # Check login_data linked file
+        login_data_file = next((lf for lf in rule.linked_files if lf.name == "login_data"), None)
+        assert login_data_file is not None, "Should have login_data linked file"
+        assert login_data_file.priority == "high", "login_data priority should be high"
+        assert "login credentials" in login_data_file.collection_reason.lower(), "Should mention login credentials"
+
+        # Check cookies linked file
+        cookies_file = next((lf for lf in rule.linked_files if lf.name == "cookies"), None)
+        assert cookies_file is not None, "Should have cookies linked file"
+        assert cookies_file.priority == "high", "cookies priority should be high"
+        assert "cookie" in cookies_file.collection_reason.lower(), "Should mention cookies"
+
+        # Verify path template expansion for login_data
+        assert len(login_data_file.path_templates) == 1, "login_data should have exactly one path template"
+        login_template = login_data_file.path_templates[0]
+        expanded_login_path = engine._expand_path_template(login_template, local_state_path)
+        assert expanded_login_path == expected_login_data_path, f"Expected {expected_login_data_path}, got {expanded_login_path}"
+
+        # Verify path template expansion for cookies
+        assert len(cookies_file.path_templates) == 1, "cookies should have exactly one path template"
+        cookies_template = cookies_file.path_templates[0]
+        expanded_cookies_path = engine._expand_path_template(cookies_template, local_state_path)
+        assert expanded_cookies_path == expected_cookies_path, f"Expected {expected_cookies_path}, got {expanded_cookies_path}"
+
+    def test_chromium_local_state_links_opera_browser(self, engine):
+        """Test that Opera browser Local State file creates correct links."""
+        local_state_path = "C:/Users/Bob/AppData/Roaming/Opera Software/Opera Stable/Local State"
+        expected_login_data_path = "C:/Users/Bob/AppData/Roaming/Opera Software/Opera Stable/Default/Login Data"
+        expected_cookies_path = "C:/Users/Bob/AppData/Roaming/Opera Software/Opera Stable/Default/Network/Cookies"
+
+        file_local_state = create_file_enriched(
+            object_id="test-local-state-opera-001",
+            path=local_state_path,
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+
+        # Find the chromium_local_state rule
+        rule = next((r for r in engine.rules if r.name == "chromium_local_state"), None)
+        assert rule is not None, "chromium_local_state rule should be loaded"
+
+        # Verify the rule triggers for Opera paths
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_local_state, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is True, "Opera Local State file should match the rule trigger"
+
+        # Verify path template expansion
+        login_data_file = next((lf for lf in rule.linked_files if lf.name == "login_data"), None)
+        cookies_file = next((lf for lf in rule.linked_files if lf.name == "cookies"), None)
+
+        expanded_login_path = engine._expand_path_template(login_data_file.path_templates[0], local_state_path)
+        expanded_cookies_path = engine._expand_path_template(cookies_file.path_templates[0], local_state_path)
+
+        assert expanded_login_path == expected_login_data_path, f"Expected {expected_login_data_path}, got {expanded_login_path}"
+        assert expanded_cookies_path == expected_cookies_path, f"Expected {expected_cookies_path}, got {expanded_cookies_path}"
+
+    def test_chromium_local_state_links_posix_paths(self, engine):
+        """Test that Local State file works with POSIX-style paths (e.g., from Linux collection)."""
+        local_state_path = "/C/Users/Alice/AppData/Local/Google/Chrome/User Data/Local State"
+        expected_login_data_path = "/C/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Login Data"
+        expected_cookies_path = "/C/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Network/Cookies"
+
+        file_local_state = create_file_enriched(
+            object_id="test-local-state-posix-001",
+            path=local_state_path,
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+
+        # Find the chromium_local_state rule
+        rule = next((r for r in engine.rules if r.name == "chromium_local_state"), None)
+        assert rule is not None, "chromium_local_state rule should be loaded"
+
+        # Verify the rule triggers
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_local_state, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is True, "POSIX-style Local State file should match the rule trigger"
+
+        # Verify path template expansion
+        login_data_file = next((lf for lf in rule.linked_files if lf.name == "login_data"), None)
+        cookies_file = next((lf for lf in rule.linked_files if lf.name == "cookies"), None)
+
+        expanded_login_path = engine._expand_path_template(login_data_file.path_templates[0], local_state_path)
+        expanded_cookies_path = engine._expand_path_template(cookies_file.path_templates[0], local_state_path)
+
+        assert expanded_login_path == expected_login_data_path, f"Expected {expected_login_data_path}, got {expanded_login_path}"
+        assert expanded_cookies_path == expected_cookies_path, f"Expected {expected_cookies_path}, got {expanded_cookies_path}"
+
+    def test_chromium_local_state_wrong_mime_type_no_match(self, engine):
+        """Test that a file with the right path but wrong MIME type doesn't trigger the rule."""
+        local_state_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Local State"
+
+        file_wrong_mime = create_file_enriched(
+            object_id="test-local-state-004",
+            path=local_state_path,
+            mime_type="text/plain",  # Wrong MIME type
+            magic_type="ASCII text",
+        )
+
+        # Find the chromium_local_state rule
+        rule = next((r for r in engine.rules if r.name == "chromium_local_state"), None)
+        assert rule is not None, "chromium_local_state rule should be loaded"
+
+        # Verify the rule does NOT trigger
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_wrong_mime, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is False, "File with wrong MIME type should not match"
+
+    def test_chromium_local_state_wrong_path_no_match(self, engine):
+        """Test that a JSON file with the wrong path doesn't trigger the rule."""
+        wrong_path = "C:/Users/Alice/AppData/Local/Google/Chrome/User Data/Default/Preferences"
+
+        file_wrong_path = create_file_enriched(
+            object_id="test-preferences-001",
+            path=wrong_path,
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+
+        # Find the chromium_local_state rule
+        rule = next((r for r in engine.rules if r.name == "chromium_local_state"), None)
+        assert rule is not None, "chromium_local_state rule should be loaded"
+
+        # Verify the rule does NOT trigger
+        trigger_matched = False
+        for trigger in rule.triggers:
+            if engine._matches_trigger(file_wrong_path, trigger):
+                trigger_matched = True
+                break
+        assert trigger_matched is False, "Preferences file should not match local_state rule"
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/core.py b/libs/nemesis_dpapi/nemesis_dpapi/core.py
index 30612c9..45695a5 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/core.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/core.py
@@ -31,6 +31,13 @@ if TYPE_CHECKING:
 
 DEFAULT_BLOB_PROVIDER_GUID = UUID("DF9D8CD0-1501-11D1-8C7A-00C04FC297EB")
 
+# Pre-compiled regex patterns for MasterKeyType path matching
+_PATTERN_SYSTEM_USER = re.compile(r"/windows/system32/microsoft/protect/s-1-5-18/user/", re.IGNORECASE)
+_PATTERN_SYSTEM = re.compile(r"/windows/system32/microsoft/protect/s-1-5-18/", re.IGNORECASE)
+_PATTERN_SERVICE_PROFILES = re.compile(r"/windows/serviceprofiles/(localservice|networkservice)/", re.IGNORECASE)
+_PATTERN_USER_FULL = re.compile(r"/users/.+/appdata/roaming/microsoft/protect/s-1-5-21-[\d-]+/[0-9a-f-]+", re.IGNORECASE)
+_PATTERN_USER_FALLBACK = re.compile(r"/users/.+/appdata/roaming/microsoft/protect/", re.IGNORECASE)
+
 
 class BaseModel(PydanticBaseModel):
     model_config = ConfigDict(
@@ -102,40 +109,37 @@ class MasterKeyType(str, Enum):
             MasterKeyType based on the path pattern
 
         Examples:
-            - C:\\Users\\username\\AppData\\Roaming\\Microsoft\\Protect\\S-1-5-21-...\\{GUID} -> USER
-            - C:\\Windows\\System32\\Microsoft\\Protect\\S-1-5-18\\... -> SYSTEM
-            - C:\\Windows\\System32\\Microsoft\\Protect\\S-1-5-18\\User\\... -> SYSTEM_USER
-            - C:\\Windows\\ServiceProfiles\\LocalService\\... -> SYSTEM
-            - C:\\Windows\\ServiceProfiles\\NetworkService\\... -> SYSTEM
+            - /C:/Users/username/AppData/Roaming/Microsoft/Protect/S-1-5-21-.../{GUID} -> USER
+            - /C:/Windows/System32/Microsoft/Protect/S-1-5-18/... -> SYSTEM
+            - /C:/Windows/System32/Microsoft/Protect/S-1-5-18/User/... -> SYSTEM_USER
+            - /C:/Windows/ServiceProfiles/LocalService/... -> SYSTEM
+            - /C:/Windows/ServiceProfiles/NetworkService/... -> SYSTEM
         """
         if not path:
             return cls.UNKNOWN
 
-        # Normalize path to lowercase and use forward slashes for easier matching
-        normalized_path = path.lower().replace("\\", "/")
-
         # Check for SYSTEM account with User subdirectory (SYSTEM_USER)
         # Pattern: .../Windows/System32/Microsoft/Protect/S-1-5-18/User/...
-        if re.search(r"/windows/system32/microsoft/protect/s-1-5-18/user/", normalized_path):
+        if _PATTERN_SYSTEM_USER.search(path):
             return cls.SYSTEM_USER
 
         # Check for SYSTEM account patterns (SYSTEM, LocalService, NetworkService)
         # Pattern: .../Windows/System32/Microsoft/Protect/S-1-5-18/...
-        if re.search(r"/windows/system32/microsoft/protect/s-1-5-18/", normalized_path):
+        if _PATTERN_SYSTEM.search(path):
             return cls.SYSTEM
 
         # Check for LocalService or NetworkService in ServiceProfiles
         # Pattern: .../Windows/ServiceProfiles/(LocalService|NetworkService)/...
-        if re.search(r"/windows/serviceprofiles/(localservice|networkservice)/", normalized_path):
+        if _PATTERN_SERVICE_PROFILES.search(path):
             return cls.SYSTEM
 
         # Check for user profiles with DPAPI protect directory
         # Pattern: .../Users/.../AppData/Roaming/Microsoft/Protect/S-1-5-21-.../...
-        if re.search(r"/users/.+/appdata/roaming/microsoft/protect/s-1-5-21-[\d-]+/[0-9a-f-]+", normalized_path):
+        if _PATTERN_USER_FULL.search(path):
             return cls.USER
 
         # Fallback: Check for any user profile with Microsoft Protect
-        if re.search(r"/users/.+/appdata/roaming/microsoft/protect/", normalized_path):
+        if _PATTERN_USER_FALLBACK.search(path):
             return cls.USER
 
         # Default to UNKNOWN if we can't determine the type
diff --git a/libs/nemesis_dpapi/tests/test_core.py b/libs/nemesis_dpapi/tests/test_core.py
index 3c6ff30..0d1d758 100644
--- a/libs/nemesis_dpapi/tests/test_core.py
+++ b/libs/nemesis_dpapi/tests/test_core.py
@@ -564,8 +564,8 @@ class TestMasterKeyType:
     def test_from_path_system_user(self):
         """Test from_path correctly identifies SYSTEM_USER paths."""
         test_paths = [
-            r"C:\Windows\System32\Microsoft\Protect\S-1-5-18\User\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\USER\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Windows/System32/Microsoft/Protect/S-1-5-18/User/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/WINDOWS/SYSTEM32/MICROSOFT/PROTECT/S-1-5-18/USER/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
             r"/Windows/System32/Microsoft/Protect/S-1-5-18/User/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
@@ -574,8 +574,8 @@ class TestMasterKeyType:
     def test_from_path_system(self):
         """Test from_path correctly identifies SYSTEM paths."""
         test_paths = [
-            r"C:\Windows\System32\Microsoft\Protect\S-1-5-18\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Windows/System32/Microsoft/Protect/S-1-5-18/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/WINDOWS/SYSTEM32/MICROSOFT/PROTECT/S-1-5-18/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
             r"/Windows/System32/Microsoft/Protect/S-1-5-18/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
@@ -584,9 +584,9 @@ class TestMasterKeyType:
     def test_from_path_system_service_profiles(self):
         """Test from_path correctly identifies LocalService and NetworkService paths."""
         test_paths = [
-            r"C:\Windows\ServiceProfiles\LocalService\AppData\Roaming\Microsoft\Protect\S-1-5-19\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:\Windows\ServiceProfiles\NetworkService\AppData\Roaming\Microsoft\Protect\S-1-5-20\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:\WINDOWS\SERVICEPROFILES\LOCALSERVICE\APPDATA\ROAMING\MICROSOFT\PROTECT\S-1-5-19\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Windows/ServiceProfiles/LocalService/AppData/Roaming/Microsoft/Protect/S-1-5-19/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Windows/ServiceProfiles/NetworkService/AppData/Roaming/Microsoft/Protect/S-1-5-20/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/WINDOWS/SERVICEPROFILES/LOCALSERVICE/APPDATA/ROAMING/MICROSOFT/PROTECT/S-1-5-19/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
             r"/Windows/ServiceProfiles/LocalService/AppData/Roaming/Microsoft/Protect/S-1-5-19/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
@@ -595,9 +595,9 @@ class TestMasterKeyType:
     def test_from_path_user_with_sid(self):
         """Test from_path correctly identifies USER paths with SID."""
         test_paths = [
-            r"C:\Users\john.doe\AppData\Roaming\Microsoft\Protect\S-1-5-21-3821320868-1508310791-3575676346-1103\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:\Users\Administrator\AppData\Roaming\Microsoft\Protect\S-1-5-21-1234567890-1234567890-1234567890-500\387a062d-f8b6-4661-b2c5-eecbb9f80afb",
-            r"C:\USERS\TESTUSER\APPDATA\ROAMING\MICROSOFT\PROTECT\S-1-5-21-111-222-333-1001\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Users/Administrator/AppData/Roaming/Microsoft/Protect/S-1-5-21-1234567890-1234567890-1234567890-500/387a062d-f8b6-4661-b2c5-eecbb9f80afb",
+            r"C:/USERS/TESTUSER/APPDATA/ROAMING/MICROSOFT/PROTECT/S-1-5-21-111-222-333-1001/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
             r"/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-3821320868-1508310791-3575676346-1103/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         for path in test_paths:
@@ -606,8 +606,8 @@ class TestMasterKeyType:
     def test_from_path_user_with_protect_fallback(self):
         """Test from_path correctly identifies USER paths using fallback pattern."""
         test_paths = [
-            r"C:\Users\john.doe\AppData\Roaming\Microsoft\Protect\somefile",
-            r"C:\Users\Administrator\AppData\Roaming\Microsoft\Protect" + "\\somedir",
+            r"C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/somefile",
+            r"C:/Users/Administrator/AppData/Roaming/Microsoft/Protect/somedir",
         ]
         for path in test_paths:
             assert MasterKeyType.from_path(path) == MasterKeyType.USER, f"Failed for path: {path}"
@@ -626,9 +626,9 @@ class TestMasterKeyType:
     def test_from_path_case_insensitive(self):
         """Test from_path is case-insensitive."""
         paths_and_expected = [
-            (r"c:\windows\system32\microsoft\protect\s-1-5-18\user\guid", MasterKeyType.SYSTEM_USER),
-            (r"C:\WINDOWS\SYSTEM32\MICROSOFT\PROTECT\S-1-5-18\GUID", MasterKeyType.SYSTEM),
-            (r"C:\users\JohnDoe\appdata\roaming\microsoft\protect\s-1-5-21-111-222-333-1001\guid", MasterKeyType.USER),
+            (r"c:/windows/system32/microsoft/protect/s-1-5-18/user/guid", MasterKeyType.SYSTEM_USER),
+            (r"C:/WINDOWS/SYSTEM32/MICROSOFT/PROTECT/S-1-5-18/GUID", MasterKeyType.SYSTEM),
+            (r"C:/users/JohnDoe/appdata/roaming/microsoft/protect/s-1-5-21-111-222-333-1001/guid", MasterKeyType.USER),
         ]
         for path, expected in paths_and_expected:
             assert MasterKeyType.from_path(path) == expected, f"Failed for path: {path}"
@@ -636,8 +636,8 @@ class TestMasterKeyType:
     def test_from_path_mixed_slashes(self):
         """Test from_path handles mixed forward and backward slashes."""
         test_paths = [
-            r"C:\Windows/System32\Microsoft/Protect\S-1-5-18/User\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
-            r"C:/Users\john.doe/AppData\Roaming/Microsoft\Protect/S-1-5-21-111-222-333-1001\ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Windows/System32/Microsoft/Protect/S-1-5-18/User/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
+            r"C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-111-222-333-1001/ed93694f-5a6d-46e2-b821-219f2c0ecd4d",
         ]
         assert MasterKeyType.from_path(test_paths[0]) == MasterKeyType.SYSTEM_USER
         assert MasterKeyType.from_path(test_paths[1]) == MasterKeyType.USER
diff --git a/projects/alerting/alerting/main.py b/projects/alerting/alerting/main.py
index 7900ad2..1aab9b5 100644
--- a/projects/alerting/alerting/main.py
+++ b/projects/alerting/alerting/main.py
@@ -292,15 +292,15 @@ async def handle_alert(event: CloudEvent[Alert]):
 async def get_apprise_info():
     """Get information about configured Apprise URLs, specifically Slack channels."""
     apprise_urls = os.getenv("APPRISE_URLS", "")
-    
+
     if not apprise_urls:
         return {"channels": []}
-    
+
     channels = []
-    
+
     for apprise_url in apprise_urls.split(","):
         url, tag = process_apprise_url(apprise_url)
-        
+
         # Only process Slack URLs
         if url.startswith("slack://"):
             # Extract channel name from Slack URL format: slack://TOKEN@WORKSPACE/#channel
@@ -308,7 +308,7 @@ async def get_apprise_info():
             channel_match = re.search(r'#([^?]+)', url)
             if channel_match:
                 channel_name = channel_match.group(1)
-                
+
                 if tag and tag != "default":
                     channels.append({
                         "name": channel_name,
@@ -320,7 +320,7 @@ async def get_apprise_info():
                         "name": channel_name,
                         "type": "main"
                     })
-    
+
     return {"channels": channels}
 
 
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index f69b619..582377a 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -516,14 +516,8 @@ def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], f
     # Ensure folder ends with path separator if it doesn't
     folder_normalized = folder.rstrip('/\\')
 
-    # Join folder with relative path using OS-appropriate separator
-    # Use the separator style from the folder parameter
-    if '\\' in folder:
-        # Windows-style path
-        result = folder_normalized + '\\' + str(rel_path).replace('/', '\\')
-    else:
-        # Unix-style path
-        result = folder_normalized + '/' + str(rel_path).replace('\\', '/')
+    # Join folder with relative path using Unix-style paths
+    result = folder_normalized + '/' + str(rel_path).replace('\\', '/')
 
     return result
 
diff --git a/projects/document_conversion/document_conversion/main.py b/projects/document_conversion/document_conversion/main.py
index 6dd4c45..7dd6191 100644
--- a/projects/document_conversion/document_conversion/main.py
+++ b/projects/document_conversion/document_conversion/main.py
@@ -13,6 +13,7 @@ import msoffcrypto
 import olefile
 import psycopg  # noqa: F401
 import requests
+from common.db import get_postgres_connection_str
 from common.helpers import can_convert_to_pdf, can_extract_plaintext, extract_all_strings
 from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, get_logger
 from common.models import CloudEvent, File, FileEnriched, Transform
@@ -48,9 +49,7 @@ workflow_lock = asyncio.Lock()  # For synchronizing access to active_workflows
 
 workflow_runtime = WorkflowRuntime(logger_options=LoggerOptions(log_level=WORKFLOW_RUNTIME_LOG_LEVEL))
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+postgres_connection_string = get_postgres_connection_str()
 
 
 # Initialize Java Runtime and Tika
@@ -73,10 +72,7 @@ def init_tika():
             config_xml = f.read()
 
         # Replace the hardcoded language with the environment variable value
-        config_xml = config_xml.replace(
-            ">eng<",
-            f">{ocr_languages}<"
-        )
+        config_xml = config_xml.replace(">eng<", f">{ocr_languages}<")
 
         # Write the modified config to a temporary file
         with tempfile.NamedTemporaryFile(mode="w", suffix=".xml", delete=False) as temp_config:
@@ -109,6 +105,7 @@ def init_tika():
 
         return tika_instance, File
 
+
 tika, JavaFile = init_tika()
 
 # Configuration
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 510d83f..fde9e9c 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -2,6 +2,7 @@ import asyncio
 import os
 from contextlib import asynccontextmanager
 
+from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import CloudEvent, File
 from dapr.clients import DaprClient
@@ -32,9 +33,7 @@ max_workflow_execution_time = int(
 logger.info(f"max_parallel_workflows: {max_parallel_workflows}", pid=os.getpid())
 logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+postgres_connection_string = get_postgres_connection_str()
 
 pool = ConnectionPool(
     postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows)
@@ -62,8 +61,7 @@ async def lifespan(app: FastAPI):
 
     # Initialize global DpapiManager for the application lifetime
     dapr_client = DaprClient()
-    secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+    postgres_connection_string = get_postgres_connection_str(dapr_client)
 
     dpapi_manager = NemesisDpapiManager(
         storage_backend=postgres_connection_string,
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index e733080..d297985 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -2,14 +2,15 @@
 import asyncio
 import io
 import json
-import ntpath
 import os
 import pathlib
+import posixpath
 
 import common.helpers as helpers
 import dapr.ext.workflow as wf
 import magic
 import psycopg
+from common.db import get_postgres_connection_str
 from common.helpers import create_text_reader, get_file_extension, is_container
 from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, get_logger
 from common.models import Alert, EnrichmentResult, NoseyParkerInput
@@ -43,9 +44,7 @@ nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
 nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
 
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+postgres_connection_string = get_postgres_connection_str()
 
 if not postgres_connection_string.startswith("postgres://"):
     raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
@@ -180,7 +179,7 @@ def get_basic_analysis(ctx, activity_input):
         else:
             is_plaintext = False
         basic_analysis = {
-            "file_name": ntpath.basename(path),
+            "file_name": posixpath.basename(path),
             "extension": get_file_extension(path),
             "size": pathlib.Path(file.name).stat().st_size,
             "hashes": {
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 364aaba..267ae60 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -6,6 +6,7 @@ import time
 import uuid
 from datetime import datetime
 
+from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_state import WorkflowStatus
@@ -14,8 +15,6 @@ from psycopg_pool import ConnectionPool
 from .tracing import get_tracer
 from .workflow import enrichment_workflow, get_workflow_client
 
-# configure_logging()
-# logger = structlog.get_logger(module=__name__)
 logger = get_logger(__name__)
 monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
 
@@ -31,12 +30,7 @@ class WorkflowManager:
         self.max_execution_time = max_execution_time
         self.max_concurrent = max_concurrent
         self.background_tasks = set()  # Track background tasks to prevent GC
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-
-        self.pool = ConnectionPool(postgres_connection_string, min_size=max_concurrent, max_size=(3 * max_concurrent))
+        self.pool = ConnectionPool(get_postgres_connection_str(), min_size=max_concurrent, max_size=(3 * max_concurrent))
 
         # Start background cleanup task
         cleanup_task = asyncio.create_task(self._cleanup_loop())
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index a0011fe..5cc79c5 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -2,20 +2,20 @@
 
 [[package]]
 name = "aesedb"
-version = "0.1.6"
+version = "0.1.7"
 description = "NTDS parser toolkit"
 optional = false
 python-versions = ">=3.6"
 groups = ["main"]
 files = [
-    {file = "aesedb-0.1.6-py3-none-any.whl", hash = "sha256:9dad54792b7d792715fd95379516b27e3a31de318199ba7cff51e5d0c8739228"},
+    {file = "aesedb-0.1.7-py3-none-any.whl", hash = "sha256:a2612707f9b38c505252a7f56e59c40047d03498b990ca491d519e8a8083eeb8"},
 ]
 
 [package.dependencies]
-aiowinreg = ">=0.0.7"
+aiowinreg = ">=0.0.12"
 colorama = "*"
 tqdm = "*"
-unicrypto = ">=0.0.9"
+unicrypto = ">=0.0.11"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -778,91 +778,125 @@ files = [
 
 [[package]]
 name = "charset-normalizer"
-version = "3.4.3"
+version = "3.4.4"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7"
 groups = ["main"]
 files = [
-    {file = "charset_normalizer-3.4.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:fb7f67a1bfa6e40b438170ebdc8158b78dc465a5a67b6dde178a46987b244a72"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:cc9370a2da1ac13f0153780040f465839e6cccb4a1e44810124b4e22483c93fe"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:07a0eae9e2787b586e129fdcbe1af6997f8d0e5abaa0bc98c0e20e124d67e601"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:74d77e25adda8581ffc1c720f1c81ca082921329452eba58b16233ab1842141c"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:d0e909868420b7049dafd3a31d45125b31143eec59235311fc4c57ea26a4acd2"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:c6f162aabe9a91a309510d74eeb6507fab5fff92337a15acbe77753d88d9dcf0"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_ppc64le.whl", hash = "sha256:4ca4c094de7771a98d7fbd67d9e5dbf1eb73efa4f744a730437d8a3a5cf994f0"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_s390x.whl", hash = "sha256:02425242e96bcf29a49711b0ca9f37e451da7c70562bc10e8ed992a5a7a25cc0"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:78deba4d8f9590fe4dae384aeff04082510a709957e968753ff3c48399f6f92a"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-win32.whl", hash = "sha256:d79c198e27580c8e958906f803e63cddb77653731be08851c7df0b1a14a8fc0f"},
-    {file = "charset_normalizer-3.4.3-cp310-cp310-win_amd64.whl", hash = "sha256:c6e490913a46fa054e03699c70019ab869e990270597018cef1d8562132c2669"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:b256ee2e749283ef3ddcff51a675ff43798d92d746d1a6e4631bf8c707d22d0b"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl", hash = "sha256:13faeacfe61784e2559e690fc53fa4c5ae97c6fcedb8eb6fb8d0a15b475d2c64"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_ppc64le.manylinux_2_17_ppc64le.manylinux_2_28_ppc64le.whl", hash = "sha256:00237675befef519d9af72169d8604a067d92755e84fe76492fef5441db05b91"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_s390x.manylinux_2_17_s390x.manylinux_2_28_s390x.whl", hash = "sha256:585f3b2a80fbd26b048a0be90c5aae8f06605d3c92615911c3a2b03a8a3b796f"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl", hash = "sha256:0e78314bdc32fa80696f72fa16dc61168fda4d6a0c014e0380f9d02f0e5d8a07"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:96b2b3d1a83ad55310de8c7b4a2d04d9277d5591f40761274856635acc5fcb30"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_ppc64le.whl", hash = "sha256:939578d9d8fd4299220161fdd76e86c6a251987476f5243e8864a7844476ba14"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_s390x.whl", hash = "sha256:fd10de089bcdcd1be95a2f73dbe6254798ec1bda9f450d5828c96f93e2536b9c"},
-    {file = "charset_normalizer-3.4.3-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:1e8ac75d72fa3775e0b7cb7e4629cec13b7514d928d15ef8ea06bca03ef01cae"},
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 ]
 
 [[package]]
@@ -876,10 +910,11 @@ files = []
 develop = true
 
 [package.dependencies]
+common = {path = "../../libs/common", develop = true}
 dapr = "1.16.0"
-file-linking = {path = "../file_linking", develop = true}
+file_linking = {path = "../file_linking", develop = true}
 impacket = ">=0.12.0,<0.13.0"
-nemesis-dpapi = {path = "../nemesis_dpapi", develop = true}
+nemesis_dpapi = {path = "../nemesis_dpapi", develop = true}
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1243,8 +1278,10 @@ files = []
 develop = true
 
 [package.dependencies]
+common = {path = "../common", develop = true}
 dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+pyyaml = "^6.0.3"
 structlog = ">=20.0.0,<30.0.0"
 
 [package.source]
@@ -1541,14 +1578,14 @@ files = [
 
 [[package]]
 name = "idna"
-version = "3.10"
+version = "3.11"
 description = "Internationalized Domain Names in Applications (IDNA)"
 optional = false
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 ]
 
 [package.dependencies]
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 6e6382d..47e1435 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -2,15 +2,15 @@ import asyncio
 import os
 from contextlib import asynccontextmanager
 from datetime import datetime
-from typing import List, Optional
+from typing import Optional
 
 import psycopg
 import structlog
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from apscheduler.triggers.cron import CronTrigger
+from common.db import get_postgres_connection_str
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
-from fastapi import FastAPI, Query
+from fastapi import FastAPI
 from pydantic import BaseModel
 
 # Configure structured logging
@@ -22,9 +22,7 @@ is_initialized = False
 storage = StorageMinio()
 background_tasks = set()
 
-with DaprClient() as client:
-    secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-    postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+postgres_connection_string = get_postgres_connection_str()
 
 
 def get_db_connection():
@@ -38,7 +36,7 @@ def get_db_connection():
         raise
 
 
-async def get_expired_object_ids(expiration_date: Optional[datetime] = None) -> List[str]:
+async def get_expired_object_ids(expiration_date: Optional[datetime] = None) -> list[str]:
     """
     Get a list of all object_ids from files, files_enriched, and files_enriched_dataset tables
     that have passed their expiration date.
@@ -76,7 +74,7 @@ async def get_expired_object_ids(expiration_date: Optional[datetime] = None) ->
             conn.close()
 
 
-async def get_transform_object_ids(object_ids: List[str]) -> List[str]:
+async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
     """
     Get all transform_object_ids that relate to the given object_ids.
     """
@@ -108,7 +106,7 @@ async def get_transform_object_ids(object_ids: List[str]) -> List[str]:
             conn.close()
 
 
-async def delete_database_entries(object_ids: List[str]) -> bool:
+async def delete_database_entries(object_ids: list[str]) -> bool:
     """
     Delete expired entries from database tables.
     Return True if successful, False otherwise.
diff --git a/projects/web_api/web_api/large_containers.py b/projects/web_api/web_api/large_containers.py
index cb20bd3..e61d56f 100644
--- a/projects/web_api/web_api/large_containers.py
+++ b/projects/web_api/web_api/large_containers.py
@@ -10,6 +10,7 @@ from typing import Any
 import psycopg
 import pytsk3
 import structlog
+from common.db import get_postgres_connection_str
 from common.models import File as FileModel
 from common.models2.api import FileFilters
 from common.storage import StorageMinio
@@ -650,9 +651,7 @@ class LargeContainerProcessor:
         }
 
         # Get postgres connection string from Dapr secrets
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            self.postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+        self.postgres_connection_string = get_postgres_connection_str()
 
     def create_container_record(
         self,
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 01dd1c3..cfb47a3 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -13,7 +13,8 @@ from urllib.parse import urlparse
 
 import psycopg
 import requests
-import structlog
+from common.db import get_postgres_connection_str
+from common.logger import get_logger
 from common.models import CloudEvent
 from common.models import File as FileModel
 from common.models2.api import (
@@ -26,7 +27,7 @@ from common.models2.api import (
 )
 from common.models2.dpapi import DpapiCredentialRequest
 from common.storage import StorageMinio
-from dapr.clients import DaprClient
+from dapr.aio.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, Request, UploadFile
 from fastapi.responses import StreamingResponse
@@ -47,7 +48,7 @@ from web_api.models.responses import (
 )
 from web_api.queue_monitor import WorkflowQueueMonitor
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # TODO: is this needed really?
 VERSION = "0.1.0"
@@ -152,10 +153,7 @@ _db_pool = None
 def get_db_pool():
     global _db_pool
     if _db_pool is None:
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
-        _db_pool = ConnectionPool(postgres_connection_string, min_size=1, max_size=5)
+        _db_pool = ConnectionPool(get_postgres_connection_str(), min_size=1, max_size=5)
     return _db_pool
 
 
@@ -166,10 +164,7 @@ async def send_postgres_notify(channel: str, payload: str = ""):
     Used so we can signal _all_ UVICORN workers in one or more replicas.
     """
     try:
-        # Get connection string
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            postgres_connection_string = secret.secret["POSTGRES_CONNECTION_STRING"]
+        postgres_connection_string = get_postgres_connection_str()
 
         # Send NOTIFY using async connection
         async with await psycopg.AsyncConnection.connect(postgres_connection_string) as conn:
@@ -200,6 +195,21 @@ def is_valid_uri(uri):
 #
 #######################################
 
+def normalize_path(path: str) -> str:
+    """Normalize file paths to use forward slashes and remove redundant separators.
+
+    TODO: Standardize on URIs?
+    """
+    if is_valid_uri(path):
+        return path
+
+    if ntpath.isabs(path):
+        path = ntpath.abspath(path)
+    else:
+        pass
+
+    path = path.replace("\\", "/")
+    return path
 
 @app.post(
     "/files",
@@ -238,53 +248,35 @@ async def upload_file(
         if metadata_dict.get("timestamp") is None:
             current_utc = datetime.now(UTC)
             metadata_dict["timestamp"] = current_utc.isoformat()
-            logger.debug("Set default timestamp", timestamp=metadata_dict["timestamp"])
 
         file_metadata = FileMetadata(**metadata_dict)
 
         logger.info(
             "Received file upload request",
             filename=file.filename,
-            content_type=file.content_type,
             has_metadata=metadata is not None,
+            metadata=file_metadata.model_dump(),
         )
 
-        # Upload file
+
         object_id = storage.upload_uploadfile(file)
-        logger.info("File uploaded to datalake", object_id=object_id)
+        logger.debug("File uploaded to datalake", object_id=object_id)
 
-        # Handle metadata if provided
-        metadata_dict = file_metadata.model_dump()
-        metadata_dict["object_id"] = object_id
-
-        # Normalize path
-        path = metadata_dict["path"]
-        if is_valid_uri(path):
-            path = metadata_dict["path"]
-        else:
-            # Assume it's a path if it's not a URI
-            if ntpath.isabs(path):
-                path = ntpath.abspath(path)
-            else:
-                pass
-
-            path = path.replace("\\", "/")
-
-        metadata_dict["path"] = path
+        file_metadata.path = normalize_path(file_metadata.path)
 
         # Handle expiration - use timestamp + default_expiration_days if not provided
-        if metadata_dict.get("expiration") is None:
-            # Get the timestamp (either provided or the default we just set)
+        if file_metadata.expiration is None:
             timestamp_dt = file_metadata.timestamp
             if timestamp_dt is None:
-                # This shouldn't happen since we set it above, but just in case
                 timestamp_dt = datetime.now(UTC)
 
             expiration_dt = timestamp_dt + timedelta(days=default_expiration_days)
-            metadata_dict["expiration"] = expiration_dt.isoformat()
-            logger.debug("Set default expiration", expiration=metadata_dict["expiration"])
+            file_metadata.expiration = expiration_dt
+            logger.debug("Set default expiration", expiration=file_metadata.expiration.isoformat())
 
-        submission_id = await submit_file_metadata_internal(metadata_dict)
+
+        file_model = FileModel.from_file_metadata(file_metadata, str(object_id))
+        submission_id = await submit_file(file_model)
 
         logger.info("Metadata submitted", submission_id=submission_id)
         return FileWithMetadataResponse(object_id=object_id, submission_id=submission_id)
@@ -844,11 +836,11 @@ async def run_bulk_enrichment(
             }
 
         # Publish individual enrichment tasks to pub/sub
-        with DaprClient() as client:
+        async with DaprClient() as client:
             for object_id in object_ids:
                 task_data = {"enrichment_name": enrichment_name, "object_id": str(object_id)}
 
-                client.publish_event(
+                await client.publish_event(
                     pubsub_name="pubsub",
                     topic_name="bulk-enrichment-task",
                     data=json.dumps(task_data),
@@ -1478,18 +1470,12 @@ async def get_container_monitor_status():
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
-async def submit_file_metadata_internal(metadata: dict) -> uuid.UUID:
+async def submit_file(file_data: FileModel) -> uuid.UUID:
     """
     Internal function to handle metadata submission.
     Returns a submission ID.
     """
     try:
-        try:
-            file_data = FileModel.model_validate(metadata)
-        except ValidationError as e:
-            logger.error("Validation error in file metadata", errors=e.errors())
-            raise HTTPException(status_code=400, detail=e.errors()) from e
-
         if not storage.check_bucket_exists():
             logger.error("Bucket doesn't exist, file likely not uploaded first")
             raise HTTPException(status_code=400, detail="Bucket doesn't exist")
@@ -1500,12 +1486,12 @@ async def submit_file_metadata_internal(metadata: dict) -> uuid.UUID:
 
         submission_id = uuid.uuid4()
 
-        with DaprClient() as client:
+        async with DaprClient() as client:
             data = file_data.model_dump(
                 exclude_unset=True,
                 mode="json",
             )
-            client.publish_event(
+            await client.publish_event(
                 pubsub_name="pubsub",
                 topic_name="file",
                 data=json.dumps(data),

From be115d18081ba704efa875c7526adc31ab8963e8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 14:09:29 -0700
Subject: [PATCH 179/279] update to use common.logger

---
 libs/chromium/chromium/cookies.py                         | 4 ++--
 libs/chromium/chromium/helpers.py                         | 3 ---
 libs/chromium/chromium/history.py                         | 4 ++--
 .../container_contents/containers.py                      | 4 ++--
 .../file_enrichment_modules/dpapi_blob/dpapi_helpers.py   | 4 ++--
 .../file_enrichment_modules/module_loader.py              | 4 ++--
 .../file_enrichment_modules/yara/yara_manager.py          | 4 ++--
 libs/file_linking/file_linking/database_service.py        | 4 ++--
 libs/file_linking/file_linking/helpers.py                 | 4 ++--
 projects/agents/agents/agent_manager.py                   | 4 ++--
 projects/agents/agents/base_agent.py                      | 4 ++--
 projects/agents/agents/helpers.py                         | 4 ++--
 projects/alerting/alerting/main.py                        | 4 ++--
 projects/file_enrichment/file_enrichment/dotnet.py        | 1 -
 .../file_enrichment/file_feature_extractor.py             | 1 -
 projects/file_enrichment/file_enrichment/noseyparker.py   | 1 -
 projects/housekeeping/housekeeping/main.py                | 5 ++---
 projects/web_api/web_api/container_monitor.py             | 4 ++--
 projects/web_api/web_api/large_containers.py              | 8 ++------
 projects/web_api/web_api/queue_monitor.py                 | 4 ++--
 20 files changed, 32 insertions(+), 43 deletions(-)

diff --git a/libs/chromium/chromium/cookies.py b/libs/chromium/chromium/cookies.py
index ab06bd6..1326de4 100644
--- a/libs/chromium/chromium/cookies.py
+++ b/libs/chromium/chromium/cookies.py
@@ -4,7 +4,7 @@ import asyncio
 import sqlite3
 
 import psycopg
-import structlog
+from common.logger import get_logger
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from nemesis_dpapi import Blob, DpapiManager
@@ -21,7 +21,7 @@ from .helpers import (
     try_decrypt_with_all_keys,
 )
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def process_chromium_cookies(
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index ebcb96a..5578299 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -5,13 +5,10 @@ import struct
 from datetime import UTC, datetime, timedelta
 
 import psycopg
-import structlog
 from common.db import get_postgres_connection_str
 from Crypto.Cipher import AES, ChaCha20_Poly1305
 from nemesis_dpapi import Blob
 
-logger = structlog.get_logger(module=__name__)
-
 
 def is_sqlite3(filename):
     try:
diff --git a/libs/chromium/chromium/history.py b/libs/chromium/chromium/history.py
index fdcdd43..6e7184b 100644
--- a/libs/chromium/chromium/history.py
+++ b/libs/chromium/chromium/history.py
@@ -3,13 +3,13 @@
 import sqlite3
 
 import psycopg
-import structlog
+from common.logger import get_logger
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 
 from .helpers import convert_chromium_timestamp, get_postgres_connection_str, parse_chromium_file_path
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def process_chromium_history(object_id: str, file_path: str | None = None) -> None:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
index fa73d10..9b9ebaf 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container_contents/containers.py
@@ -11,11 +11,11 @@ import zlib
 from io import SEEK_END
 
 import py7zr
-import structlog
+from common.logger import get_logger
 from common.models import File, FileEnriched
 from dapr.clients import DaprClient
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class FileNotSupportedException(Exception):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index f80ba40..3839c80 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -1,11 +1,11 @@
 import base64
 
-import structlog
+from common.logger import get_logger
 from impacket.dpapi import DPAPI_BLOB
 from impacket.uuid import bin_to_string
 from pydantic import BaseModel
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class ParsedDpapiBlob(BaseModel):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
index 395e4de..f7b67b4 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
@@ -3,10 +3,10 @@ import importlib.util
 import sys
 from pathlib import Path
 
-import structlog
+from common.logger import get_logger
 from common.models import EnrichmentResult
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class EnrichmentModule:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
index 584060a..8d489aa 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/yara/yara_manager.py
@@ -5,14 +5,14 @@ from datetime import UTC, datetime
 
 import plyara
 import psycopg
-import structlog
 import yara_x
 from common.db import get_postgres_connection_str
 from common.dependency_checks import check_directory_exists
+from common.logger import get_logger
 from plyara import utils as plyara_utils
 from psycopg.rows import dict_row
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 YARA_RULES_FOLDER_PATH = os.getenv("YARA_RULES_FOLDER_PATH", "/yara_rules/")
 check_directory_exists(YARA_RULES_FOLDER_PATH)
diff --git a/libs/file_linking/file_linking/database_service.py b/libs/file_linking/file_linking/database_service.py
index fde1ec7..24eeece 100644
--- a/libs/file_linking/file_linking/database_service.py
+++ b/libs/file_linking/file_linking/database_service.py
@@ -7,9 +7,9 @@ Handles all database operations for file_listings and file_linkings tables.
 from enum import Enum
 
 import psycopg
-import structlog
+from common.logger import get_logger
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 class FileListingStatus(str, Enum):
diff --git a/libs/file_linking/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
index 922e61a..c4cceec 100644
--- a/libs/file_linking/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -5,12 +5,12 @@ This module provides a simple interface for enrichment modules to register
 file relationships they discover during analysis.
 """
 
-import structlog
 from common.db import get_postgres_connection_str
+from common.logger import get_logger
 
 from .rules_engine import FileLinkingEngine
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 
 def add_file_linkings(
diff --git a/projects/agents/agents/agent_manager.py b/projects/agents/agents/agent_manager.py
index 5ee2ea2..1850560 100644
--- a/projects/agents/agents/agent_manager.py
+++ b/projects/agents/agents/agent_manager.py
@@ -4,10 +4,10 @@ import importlib
 import inspect
 from pathlib import Path
 
-import structlog
 from agents.base_agent import BaseAgent
+from common.logger import get_logger
 
-logger = structlog.get_logger(__name__)
+logger = get_logger(__name__)
 
 
 class AgentManager:
diff --git a/projects/agents/agents/base_agent.py b/projects/agents/agents/base_agent.py
index 843750e..b6c7ff5 100644
--- a/projects/agents/agents/base_agent.py
+++ b/projects/agents/agents/base_agent.py
@@ -2,10 +2,10 @@
 
 from abc import ABC, abstractmethod
 
-import structlog
+from common.logger import get_logger
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
-logger = structlog.get_logger(__name__)
+logger = get_logger(__name__)
 
 
 class BaseAgent(ABC):
diff --git a/projects/agents/agents/helpers.py b/projects/agents/agents/helpers.py
index 9eed1bb..a5db337 100644
--- a/projects/agents/agents/helpers.py
+++ b/projects/agents/agents/helpers.py
@@ -1,13 +1,13 @@
 """Rate limit handling for HTTP clients with Retry-After support."""
 import openai
-import structlog
 from agents.litellm_startup import litellm_startup
+from common.logger import get_logger
 from gql import gql
 from httpx import AsyncClient, HTTPStatusError
 from pydantic_ai.retries import AsyncTenacityTransport, wait_retry_after
 from tenacity import AsyncRetrying, retry_if_exception_type, stop_after_attempt, wait_exponential
 
-logger = structlog.get_logger(__name__)
+logger = get_logger(__name__)
 
 
 def create_rate_limit_client():
diff --git a/projects/alerting/alerting/main.py b/projects/alerting/alerting/main.py
index 1aab9b5..943d869 100644
--- a/projects/alerting/alerting/main.py
+++ b/projects/alerting/alerting/main.py
@@ -5,7 +5,7 @@ from contextlib import asynccontextmanager
 from typing import Optional
 
 import apprise
-import structlog
+from common.logger import get_logger
 from common.models import Alert, CloudEvent
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
@@ -14,7 +14,7 @@ from gql import Client, gql
 from gql.transport.websockets import WebsocketsTransport
 from pydantic import BaseModel
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 apobj = apprise.Apprise()
 is_initialized = False
 
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/dotnet.py
index f3a63db..b89e9d0 100644
--- a/projects/file_enrichment/file_enrichment/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/dotnet.py
@@ -19,7 +19,6 @@ from common.models import (
 )
 from dapr.clients import DaprClient
 
-# logger = structlog.get_logger(module=__name__)
 logger = get_logger(__name__)
 
 
diff --git a/projects/file_enrichment/file_enrichment/file_feature_extractor.py b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
index 5704d22..5b93e86 100644
--- a/projects/file_enrichment/file_enrichment/file_feature_extractor.py
+++ b/projects/file_enrichment/file_enrichment/file_feature_extractor.py
@@ -10,7 +10,6 @@ from datetime import datetime
 
 from common.logger import get_logger
 
-# logger = structlog.get_logger(module=__name__)
 logger = get_logger(__name__)
 # unix epoch for a default
 DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index c78904a..2e2c775 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -12,7 +12,6 @@ from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
 
-# logger = structlog.get_logger(module=__name__)
 logger = get_logger(__name__)
 
 
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 47e1435..b528cb8 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -5,16 +5,15 @@ from datetime import datetime
 from typing import Optional
 
 import psycopg
-import structlog
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from apscheduler.triggers.cron import CronTrigger
 from common.db import get_postgres_connection_str
+from common.logger import get_logger
 from common.storage import StorageMinio
 from fastapi import FastAPI
 from pydantic import BaseModel
 
-# Configure structured logging
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Global variables
 scheduler = AsyncIOScheduler()
diff --git a/projects/web_api/web_api/container_monitor.py b/projects/web_api/web_api/container_monitor.py
index dff26c3..a865436 100644
--- a/projects/web_api/web_api/container_monitor.py
+++ b/projects/web_api/web_api/container_monitor.py
@@ -9,13 +9,13 @@ from pathlib import Path
 from queue import Empty, Queue
 from typing import Any
 
-import structlog
 import yaml
+from common.logger import get_logger
 from watchdog.events import FileSystemEventHandler
 from watchdog.observers import Observer
 from web_api.large_containers import LargeContainerProcessor
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 MOUNTED_CONTAINER_PATH = os.getenv("MOUNTED_CONTAINER_PATH", "/mounted-containers")
 COMPLETED_FOLDER = "completed"
diff --git a/projects/web_api/web_api/large_containers.py b/projects/web_api/web_api/large_containers.py
index e61d56f..8a26477 100644
--- a/projects/web_api/web_api/large_containers.py
+++ b/projects/web_api/web_api/large_containers.py
@@ -9,15 +9,15 @@ from typing import Any
 
 import psycopg
 import pytsk3
-import structlog
 from common.db import get_postgres_connection_str
+from common.logger import get_logger
 from common.models import File as FileModel
 from common.models2.api import FileFilters
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from fastapi import HTTPException
 
-logger = structlog.get_logger(module=__name__)
+logger = get_logger(__name__)
 
 # Dapr state store name for container processing
 DAPR_STORE_NAME = "container_processing"
@@ -230,10 +230,6 @@ class FilePathFilter:
         # Convert backslashes to forward slashes
         normalized = path.replace("\\", "/")
 
-        # Remove leading slash for consistency
-        if normalized.startswith("/"):
-            normalized = normalized[1:]
-
         return normalized
 
     def _matches_glob_pattern(self, normalized_path: str, pattern: str) -> bool:
diff --git a/projects/web_api/web_api/queue_monitor.py b/projects/web_api/web_api/queue_monitor.py
index f7d6d88..7757e7d 100644
--- a/projects/web_api/web_api/queue_monitor.py
+++ b/projects/web_api/web_api/queue_monitor.py
@@ -4,10 +4,10 @@ from datetime import datetime
 from typing import Any
 
 import aiohttp
-import structlog
+from common.logger import get_logger
 from dapr.clients import DaprClient
 
-logger = structlog.get_logger(__name__)
+logger = get_logger(__name__)
 
 
 class WorkflowQueueMonitor:

From d40cdcb655666110b0d92f63f7f530951afe2ec2 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 14:20:00 -0700
Subject: [PATCH 180/279] use UTC in web API timestamps

---
 projects/web_api/web_api/main.py | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index cfb47a3..71d92f8 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -631,7 +631,7 @@ async def get_status():
             "status_counts": status_counts,
             "active_details": db_active_workflows,
             "metrics": metrics,
-            "timestamp": datetime.now().isoformat(),
+            "timestamp": datetime.now(UTC).isoformat(),
         }
 
     except Exception as e:
@@ -697,7 +697,7 @@ async def get_failed():
         return {
             "failed_count": len(failed_workflows),
             "workflows": failed_workflows,
-            "timestamp": datetime.now().isoformat(),
+            "timestamp": datetime.now(UTC).isoformat(),
         }
     except Exception as e:
         logger.exception(e, message="Error getting failed workflow information")
@@ -1091,7 +1091,7 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
             await monitor.purge_all_rabbitmq_queues()
 
         # Return combined results
-        return {"status": "completed", "services": results, "timestamp": datetime.now().isoformat()}
+        return {"status": "completed", "services": results, "timestamp": datetime.now(UTC).isoformat()}
 
     except requests.Timeout as e:
         service = getattr(e, "request", None)
@@ -1211,11 +1211,11 @@ async def get_available_agents():
             return {
                 "agents": [],
                 "total_count": 0,
-                "timestamp": datetime.now().isoformat(),
+                "timestamp": datetime.now(UTC).isoformat(),
                 "note": "Agents service unavailable or no agents found",
             }
 
-        return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now().isoformat()}
+        return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now(UTC).isoformat()}
 
     except Exception as e:
         logger.exception(e, message="Error getting available agents")
@@ -1249,7 +1249,7 @@ async def get_agents_spend_data():
                 "total_completion_tokens": 0,
                 "total_requests": 0,
                 "error": "Agents service unavailable",
-                "timestamp": datetime.now().isoformat(),
+                "timestamp": datetime.now(UTC).isoformat(),
             }
 
     except requests.RequestException as e:
@@ -1262,7 +1262,7 @@ async def get_agents_spend_data():
             "total_completion_tokens": 0,
             "total_requests": 0,
             "error": f"Connection error: {str(e)}",
-            "timestamp": datetime.now().isoformat(),
+            "timestamp": datetime.now(UTC).isoformat(),
         }
     except Exception as e:
         logger.exception(e, message="Error getting agents spend data")

From acc788c42535869acc3df28fa3ae2648e879614e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 14:21:30 -0700
Subject: [PATCH 181/279] fix lint errors

---
 projects/web_api/web_api/main.py | 11 +++++++----
 1 file changed, 7 insertions(+), 4 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 71d92f8..b71092c 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -168,10 +168,13 @@ async def send_postgres_notify(channel: str, payload: str = ""):
 
         # Send NOTIFY using async connection
         async with await psycopg.AsyncConnection.connect(postgres_connection_string) as conn:
-            # Escape the payload to prevent SQL injection
-            escaped_payload = payload.replace("'", "''")
-            notify_cmd = f"NOTIFY {channel}, '{escaped_payload}'"
-            logger.debug(f"PostgreSQL notify_cmd: {notify_cmd}")
+            # Use psycopg.sql for type-safe query construction
+            from psycopg import sql
+            notify_cmd = sql.SQL("NOTIFY {}, {}").format(
+                sql.Identifier(channel),
+                sql.Literal(payload)
+            )
+            logger.debug(f"PostgreSQL NOTIFY: {channel} with payload: {payload}")
             await conn.execute(notify_cmd)
             logger.info(f"Sent PostgreSQL NOTIFY: {channel} with payload: {payload}")
 

From 1072eadf8f9856304a175a30e125d1ddc6199769 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 14:27:05 -0700
Subject: [PATCH 182/279] fix web API warnings

---
 projects/web_api/web_api/main.py | 23 +++++++++++++----------
 1 file changed, 13 insertions(+), 10 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index b71092c..f14c59b 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -170,10 +170,8 @@ async def send_postgres_notify(channel: str, payload: str = ""):
         async with await psycopg.AsyncConnection.connect(postgres_connection_string) as conn:
             # Use psycopg.sql for type-safe query construction
             from psycopg import sql
-            notify_cmd = sql.SQL("NOTIFY {}, {}").format(
-                sql.Identifier(channel),
-                sql.Literal(payload)
-            )
+
+            notify_cmd = sql.SQL("NOTIFY {}, {}").format(sql.Identifier(channel), sql.Literal(payload))
             logger.debug(f"PostgreSQL NOTIFY: {channel} with payload: {payload}")
             await conn.execute(notify_cmd)
             logger.info(f"Sent PostgreSQL NOTIFY: {channel} with payload: {payload}")
@@ -198,6 +196,7 @@ def is_valid_uri(uri):
 #
 #######################################
 
+
 def normalize_path(path: str) -> str:
     """Normalize file paths to use forward slashes and remove redundant separators.
 
@@ -214,6 +213,7 @@ def normalize_path(path: str) -> str:
     path = path.replace("\\", "/")
     return path
 
+
 @app.post(
     "/files",
     response_model=FileWithMetadataResponse,
@@ -261,7 +261,6 @@ async def upload_file(
             metadata=file_metadata.model_dump(),
         )
 
-
         object_id = storage.upload_uploadfile(file)
         logger.debug("File uploaded to datalake", object_id=object_id)
 
@@ -277,7 +276,6 @@ async def upload_file(
             file_metadata.expiration = expiration_dt
             logger.debug("Set default expiration", expiration=file_metadata.expiration.isoformat())
 
-
         file_model = FileModel.from_file_metadata(file_metadata, str(object_id))
         submission_id = await submit_file(file_model)
 
@@ -535,9 +533,14 @@ async def get_status():
                         FROM workflows
                     """)
                     metrics_row = cur.fetchone()
-                    completed_count, failed_count, running_count, avg_time, min_time, max_time, samples_count = (
-                        metrics_row
-                    )
+                    if metrics_row is None:
+                        # No workflows found, return default values
+                        completed_count = failed_count = running_count = samples_count = 0
+                        avg_time = min_time = max_time = None
+                    else:
+                        completed_count, failed_count, running_count, avg_time, min_time, max_time, samples_count = (
+                            metrics_row
+                        )
 
                     # Get active workflow details from database
                     cur.execute("""
@@ -672,7 +675,7 @@ async def get_failed():
                         ORDER BY start_time DESC
                         LIMIT 100
                     """)
-                    columns = [desc[0] for desc in cur.description]
+                    columns = [desc[0] for desc in cur.description] if cur.description else []
                     failed_workflows = []
 
                     for row in cur.fetchall():

From 2a53afcf7a239d44c0a6338b00867c0f4cfb782f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 14:32:58 -0700
Subject: [PATCH 183/279] remove old commented code

---
 projects/file_enrichment/file_enrichment/workflow.py | 8 --------
 1 file changed, 8 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index d297985..eccf1cd 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -51,14 +51,6 @@ if not postgres_connection_string.startswith("postgres://"):
 
 file_linking_engine = FileLinkingEngine(postgres_connection_string)
 
-# Create global DaprClient for DPAPI manager
-# This client will be used throughout the application lifecycle
-# dapr_client_for_dpapi = DaprClient()
-# dpapi_manager = DpapiManager(
-#     storage_backend=postgres_connection_string,
-#     publisher=DaprDpapiEventPublisher(dapr_client_for_dpapi),
-# )
-
 ##########################################
 #
 # region Helper functions

From 121aba37973cbab6c946e6b08df2136d956fabe5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 15:14:13 -0700
Subject: [PATCH 184/279] exclude node_modules/dist folders in VS code

---
 projects/frontend/.vscode/settings.json | 8 ++++++++
 1 file changed, 8 insertions(+)

diff --git a/projects/frontend/.vscode/settings.json b/projects/frontend/.vscode/settings.json
index 4b20349..313408d 100644
--- a/projects/frontend/.vscode/settings.json
+++ b/projects/frontend/.vscode/settings.json
@@ -7,5 +7,13 @@
     "prettier.requireConfig": true,
     "files.associations": {
         "*.jsx": "javascriptreact"
+    },
+    "files.exclude": {
+        "**/node_modules": true,
+        "**/dist": true
+    },
+    "search.exclude": {
+        "**/node_modules": true,
+        "**/dist": true
     }
 }
\ No newline at end of file

From af8edfc44791172634ce17b94094dc98aef94b72 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 15:18:10 -0700
Subject: [PATCH 185/279] update VS code exclusions

---
 .vscode/nemesis.code-workspace | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.vscode/nemesis.code-workspace b/.vscode/nemesis.code-workspace
index 2d47bb3..76367f4 100644
--- a/.vscode/nemesis.code-workspace
+++ b/.vscode/nemesis.code-workspace
@@ -84,6 +84,8 @@
     "settings": {
         "files.exclude": {
             "**/__pycache__": true,
+            "**/.benchmarks": true,
+            "**/.ruff_cache": true,
             "**/.DS_Store": true,
             "**/.git": true,
             "**/.hg": true,

From f235d3730026729124e1eb942ef997b49c46db46 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 15:19:38 -0700
Subject: [PATCH 186/279] update VS code exclusions

---
 .vscode/nemesis.code-workspace | 11 ++---------
 1 file changed, 2 insertions(+), 9 deletions(-)

diff --git a/.vscode/nemesis.code-workspace b/.vscode/nemesis.code-workspace
index 76367f4..1784c39 100644
--- a/.vscode/nemesis.code-workspace
+++ b/.vscode/nemesis.code-workspace
@@ -95,16 +95,9 @@
             "**/.venv": true,
             "**/CVS": true,
             "**/Thumbs.db": true,
+            "projects/frontend/node_modules": true,
+            "projects/frontend/dist": true
         },
-        // "[python]": {
-        //     "diffEditor.ignoreTrimWhitespace": false,
-        //     "editor.wordBasedSuggestions": "off",
-        //     "editor.formatOnSave": true,
-        //     "editor.defaultFormatter": "charliermarsh.ruff"
-        // },
-        // "python.defaultInterpreterPath": "python",
-        // "python.pixiToolPath": "",
-        // "python.pipenvPath": "",
     },
     "extensions": {
         "recommendations": [

From fc3388251cfb6d05940e7ec44611e7ebb9fb6843 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 16:24:10 -0700
Subject: [PATCH 187/279] make housekeeping DB calls async and parallelized,
 delete DPAPI data

---
 .../src/components/FileViewer/FileViewer.jsx  |  26 +-
 projects/housekeeping/housekeeping/main.py    | 277 +++++++++++-------
 projects/housekeeping/poetry.lock             |  66 ++++-
 projects/housekeeping/pyproject.toml          |   1 +
 4 files changed, 266 insertions(+), 104 deletions(-)

diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index f988415..ce917d3 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -10,11 +10,11 @@ import {
 import Dialog from "@/components/ui/dialog";
 import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { useUser } from '@/contexts/UserContext';
+import { cachedFetch } from '@/utils/fileCache';
 import { createClient } from 'graphql-ws';
 import { Archive, ArrowLeft, ChevronDown, Database, Download, Eye, File, FileText, Image } from 'lucide-react';
 import { useEffect, useRef, useState } from 'react';
 import { useLocation, useNavigate, useParams } from 'react-router-dom';
-import { cachedFetch } from '@/utils/fileCache';
 import CsvViewer from './CsvViewer';
 import EnrichmentStatusSection from './EnrichmentStatusSection';
 import FileDetailsSection from './FileDetailsSection';
@@ -317,12 +317,26 @@ const FileViewer = () => {
       if (!response.ok) throw new Error('Network response was not ok');
 
       const result = await response.json();
-      if (result.errors) throw new Error(result.errors[0].message);
+      if (result.errors) {
+        const errorMessage = result.errors[0].message;
+
+        // Silently handle foreign key violations (file doesn't exist)
+        if (errorMessage.includes('foreign key constraint') && errorMessage.includes('fk_files_view_history_object_id')) {
+          return;
+        }
+
+        throw new Error(errorMessage);
+      }
 
     } catch (err) {
       // If there's an error, remove the flag so it can be retried
       recordedViews.delete(objectId);
-      console.error('Failed to record file view:', err);
+
+      // Only log non-foreign-key errors
+      const errorMessage = err.message || '';
+      if (!errorMessage.includes('foreign key constraint')) {
+        console.error('Failed to record file view:', err);
+      }
     }
   };
 
@@ -789,6 +803,12 @@ const FileViewer = () => {
         }
 
         const file = result.data.files_enriched[0];
+
+        // Check if file exists
+        if (!file) {
+          throw new Error(`File not found: The file with UUID ${objectId} does not exist in the database`);
+        }
+
         setFileData(file);
         setCurrentLanguage(getMonacoLanguage(file.file_name, file.mime_type));
 
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index b528cb8..3df65d4 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -4,7 +4,7 @@ from contextlib import asynccontextmanager
 from datetime import datetime
 from typing import Optional
 
-import psycopg
+import asyncpg
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
 from apscheduler.triggers.cron import CronTrigger
 from common.db import get_postgres_connection_str
@@ -24,11 +24,11 @@ background_tasks = set()
 postgres_connection_string = get_postgres_connection_str()
 
 
-def get_db_connection():
-    """Create and return a database connection using psycopg."""
+async def get_db_connection():
+    """Create and return a database connection using asyncpg."""
 
     try:
-        conn = psycopg.connect(postgres_connection_string)
+        conn = await asyncpg.connect(postgres_connection_string)
         return conn
     except Exception as e:
         logger.exception(e, message="Failed to get database connection")
@@ -45,32 +45,32 @@ async def get_expired_object_ids(expiration_date: Optional[datetime] = None) ->
                          If None, current datetime is used.
                          If datetime.max, all objects will be considered expired.
     """
+    conn = None
     try:
-        conn = get_db_connection()
+        conn = await get_db_connection()
         comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        with conn.cursor() as cur:
-            cur.execute(
-                """
-                SELECT DISTINCT object_id
-                FROM (
-                    SELECT object_id FROM files WHERE expiration < %s
-                    UNION
-                    SELECT object_id FROM files_enriched WHERE expiration < %s
-                    UNION
-                    SELECT object_id FROM files_enriched_dataset WHERE expiration < %s
-                ) AS expired
-                """,
-                (comparison_date, comparison_date, comparison_date),
-            )
-            return [str(record[0]) for record in cur.fetchall()]
+        records = await conn.fetch(
+            """
+            SELECT DISTINCT object_id
+            FROM (
+                SELECT object_id FROM files WHERE expiration < $1
+                UNION
+                SELECT object_id FROM files_enriched WHERE expiration < $2
+                UNION
+                SELECT object_id FROM files_enriched_dataset WHERE expiration < $3
+            ) AS expired
+            """,
+            comparison_date, comparison_date, comparison_date,
+        )
+        return [str(record["object_id"]) for record in records]
 
     except Exception as e:
         logger.exception(e, message="Error getting expired object IDs from database")
         return []
     finally:
         if conn:
-            conn.close()
+            await conn.close()
 
 
 async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
@@ -80,29 +80,28 @@ async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
     if not object_ids:
         return []
 
+    conn = None
     try:
-        conn = get_db_connection()
-        with conn.cursor() as cur:
-            # Get all transform_object_ids related to the expired object_ids
-            cur.execute(
-                """
-                SELECT transform_object_id
-                FROM transforms
-                WHERE object_id = ANY(%s::uuid[])
-                """,
-                (object_ids,),
-            )
-            transform_records = cur.fetchall()
+        conn = await get_db_connection()
+        # Get all transform_object_ids related to the expired object_ids
+        transform_records = await conn.fetch(
+            """
+            SELECT transform_object_id
+            FROM transforms
+            WHERE object_id = ANY($1::uuid[])
+            """,
+            object_ids,
+        )
 
         # Extract and return the transform_object_ids
-        transform_object_ids = [str(record[0]) for record in transform_records]
+        transform_object_ids = [str(record["transform_object_id"]) for record in transform_records]
         return transform_object_ids
     except Exception as e:
         logger.exception(e, message="Error getting transform object IDs from database")
         return []
     finally:
         if conn:
-            conn.close()
+            await conn.close()
 
 
 async def delete_database_entries(object_ids: list[str]) -> bool:
@@ -113,40 +112,42 @@ async def delete_database_entries(object_ids: list[str]) -> bool:
     if not object_ids:
         return True
 
+    conn = None
     try:
-        conn = get_db_connection()
-        with conn.cursor() as cur:
+        conn = await get_db_connection()
+
+        # Start a transaction
+        async with conn.transaction():
             # The CASCADE delete should handle related records in other tables due to the foreign key constraints
             # defined in the schema
 
             # Delete from files_enriched_dataset
-            cur.execute(
+            await conn.execute(
                 """
                 DELETE FROM files_enriched_dataset
-                WHERE object_id = ANY(%s::uuid[])
+                WHERE object_id = ANY($1::uuid[])
                 """,
-                (object_ids,),
+                object_ids,
             )
 
             # Delete from files_enriched (will cascade to transforms, enrichments, etc.)
-            cur.execute(
+            await conn.execute(
                 """
                 DELETE FROM files_enriched
-                WHERE object_id = ANY(%s::uuid[])
+                WHERE object_id = ANY($1::uuid[])
                 """,
-                (object_ids,),
+                object_ids,
             )
 
             # Delete from files
-            cur.execute(
+            await conn.execute(
                 """
                 DELETE FROM files
-                WHERE object_id = ANY(%s::uuid[])
+                WHERE object_id = ANY($1::uuid[])
                 """,
-                (object_ids,),
+                object_ids,
             )
 
-        conn.commit()
         logger.info("Successfully deleted database entries", object_count=len(object_ids))
         return True
     except Exception as e:
@@ -154,7 +155,70 @@ async def delete_database_entries(object_ids: list[str]) -> bool:
         return False
     finally:
         if conn:
-            conn.close()
+            await conn.close()
+
+
+async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the dpapi tables based on their created_at timestamp.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all dpapi data will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    conn = None
+    try:
+        conn = await get_db_connection()
+
+        # Use provided expiration date or current datetime
+        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+        # Define queries based on the expiration_date
+        if expiration_date != datetime.max:
+            # Delete dpapi.masterkeys
+            await conn.execute(
+                """
+                DELETE FROM dpapi.masterkeys
+                WHERE created_at < $1
+                """,
+                comparison_date,
+            )
+
+            # Delete dpapi.domain_backup_keys
+            await conn.execute(
+                """
+                DELETE FROM dpapi.domain_backup_keys
+                WHERE created_at < $1
+                """,
+                comparison_date,
+            )
+
+            # Delete dpapi.system_credentials
+            await conn.execute(
+                """
+                DELETE FROM dpapi.system_credentials
+                WHERE created_at < $1
+                """,
+                comparison_date,
+            )
+        else:
+            # Delete all records from dpapi tables
+            await conn.execute("DELETE FROM dpapi.masterkeys")
+            await conn.execute("DELETE FROM dpapi.domain_backup_keys")
+            await conn.execute("DELETE FROM dpapi.system_credentials")
+
+        return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired dpapi data")
+        return False
+    finally:
+        if conn:
+            await conn.close()
 
 
 async def delete_expired_containers(expiration_date: Optional[datetime] = None) -> bool:
@@ -169,49 +233,59 @@ async def delete_expired_containers(expiration_date: Optional[datetime] = None)
     Returns:
         bool: True if successful, False otherwise.
     """
+    conn = None
     try:
-        conn = get_db_connection()
+        conn = await get_db_connection()
 
         # Use provided expiration date or current datetime
         comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Define the WHERE clause based on the expiration_date
-        where_clause = "WHERE 1=1"  # Default to delete all records if datetime.max
-        params = tuple()
-
+        # Define queries based on the expiration_date
         if expiration_date != datetime.max:
-            where_clause = "WHERE expiration < %s"
-            params = (comparison_date,)
-
-        with conn.cursor() as cur:
             # First, get count of records that will be deleted for logging
-            cur.execute(
-                f"""
+            count_result = await conn.fetchval(
+                """
                 SELECT COUNT(*)
                 FROM container_processing
-                {where_clause}
+                WHERE expiration < $1
                 """,
-                params,
+                comparison_date,
             )
-            count_to_delete = cur.fetchone()[0]
 
-            if count_to_delete == 0:
+            if count_result == 0:
                 logger.info("No expired containers found to delete")
                 return True
 
             # Delete expired entries from container_processing table
-            cur.execute(
-                f"""
+            await conn.execute(
+                """
                 DELETE FROM container_processing
-                {where_clause}
+                WHERE expiration < $1
                 """,
-                params,
+                comparison_date,
+            )
+        else:
+            # Delete all records
+            count_result = await conn.fetchval(
+                """
+                SELECT COUNT(*)
+                FROM container_processing
+                """
+            )
+
+            if count_result == 0:
+                logger.info("No expired containers found to delete")
+                return True
+
+            await conn.execute(
+                """
+                DELETE FROM container_processing
+                """
             )
 
-        conn.commit()
         logger.info(
             "Successfully deleted expired containers",
-            container_count=count_to_delete,
+            container_count=count_result,
             expiration_date=comparison_date if expiration_date != datetime.max else "all",
         )
         return True
@@ -221,7 +295,17 @@ async def delete_expired_containers(expiration_date: Optional[datetime] = None)
         return False
     finally:
         if conn:
-            conn.close()
+            await conn.close()
+
+
+def _log_cleanup_result(result, success_msg: str, error_msg: str, round_num: int):
+    """Helper function to log cleanup operation results."""
+    if isinstance(result, Exception):
+        logger.exception(result, message=error_msg)
+    elif result:
+        logger.info(success_msg, round=round_num)
+    else:
+        logger.error(error_msg, round=round_num)
 
 
 async def run_cleanup_job(expiration_date: Optional[datetime] = None):
@@ -237,46 +321,39 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 
     logger.info("Starting cleanup job", custom_expiration=expiration_date is not None, expiration_date=expiration_date)
 
-    # Check if the service is initialized
     if not is_initialized:
         logger.error("Cleanup job aborted - service not initialized")
         return
 
     try:
-        # we do this three times over a minute to round up weird processing edge cases (hopefully)
-        for x in range(3):
-            # Step 1: Get expired object IDs from database using the provided expiration date
+        # Run cleanup three times over a minute to catch processing edge cases
+        for round_num in range(1, 4):
+            # Get expired object IDs from database
             expired_object_ids = await get_expired_object_ids(expiration_date)
-            logger.info("Found expired objects", count=len(expired_object_ids), round=(x + 1))
+            logger.info("Found expired objects", count=len(expired_object_ids), round=round_num)
 
-            if not expired_object_ids:
-                logger.info("No expired objects found, cleanup job completed", round=(x + 1))
-                return
+            # Process file objects if any were found
+            if expired_object_ids:
+                transform_object_ids = await get_transform_object_ids(expired_object_ids)
+                logger.info("Found related transform objects", count=len(transform_object_ids), round=round_num)
 
-            # Step 2: Get related transform object IDs
-            transform_object_ids = await get_transform_object_ids(expired_object_ids)
-            logger.info("Found related transform objects", count=len(transform_object_ids), round=(x + 1))
+                all_object_ids = list(set(expired_object_ids + transform_object_ids))
+                deleted_count = storage.delete_objects(all_object_ids)
+                logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids), round=round_num)
 
-            # Step 3: Combine all object IDs that need to be deleted from Minio
-            all_object_ids = list(set(expired_object_ids + transform_object_ids))
+            # Run database deletions in parallel
+            logger.info("Starting parallel database cleanup operations", round=round_num)
+            db_result, container_result, dpapi_result = await asyncio.gather(
+                delete_database_entries(expired_object_ids),
+                delete_expired_containers(expiration_date),
+                delete_expired_dpapi_data(expiration_date),
+                return_exceptions=True,
+            )
 
-            # Step 4: Delete objects from Minio using the StorageMinio instance
-            deleted_count = storage.delete_objects(all_object_ids)
-            logger.info("Deleted objects from Minio", count=deleted_count, total=len(all_object_ids), round=(x + 1))
-
-            # Step 5: Delete database entries
-            db_delete_success = await delete_database_entries(expired_object_ids)
-            if db_delete_success:
-                logger.info("Successfully deleted database entries", round=(x + 1))
-            else:
-                logger.error("Failed to delete some database entries during cleanup job", round=(x + 1))
-
-            # Step 6: delete any expired containers
-            container_delete_success = await delete_expired_containers(expiration_date)
-            if container_delete_success:
-                logger.info("Successfully deleted container entries", round=(x + 1))
-            else:
-                logger.error("Failed to delete some container entries during cleanup job", round=(x + 1))
+            # Log results
+            _log_cleanup_result(db_result, "Successfully deleted database entries", "Failed to delete database entries", round_num)
+            _log_cleanup_result(container_result, "Successfully deleted container entries", "Failed to delete container entries", round_num)
+            _log_cleanup_result(dpapi_result, "Successfully deleted dpapi data", "Failed to delete dpapi data", round_num)
 
             await asyncio.sleep(20)
 
diff --git a/projects/housekeeping/poetry.lock b/projects/housekeeping/poetry.lock
index 22ed707..1c738a8 100644
--- a/projects/housekeeping/poetry.lock
+++ b/projects/housekeeping/poetry.lock
@@ -256,6 +256,70 @@ cffi = ">=1.0.1"
 dev = ["cogapp", "pre-commit", "pytest", "wheel"]
 tests = ["pytest"]
 
+[[package]]
+name = "asyncpg"
+version = "0.30.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"},
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3152fef2e265c9c24eec4ee3d22b4f4d2703d30614b0b6753e9ed4115c8a146f"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c7255812ac85099a0e1ffb81b10dc477b9973345793776b128a23e60148dd1af"},
+    {file = "asyncpg-0.30.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:578445f09f45d1ad7abddbff2a3c7f7c291738fdae0abffbeb737d3fc3ab8b75"},
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+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3479a0d9a852c7c84e822c073622baca862d1217b10a02dd57ee4a7a081f708"},
+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26683d3b9a62836fad771a18ecf4659a30f348a561279d6227dab96182f46144"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1b982daf2441a0ed314bd10817f1606f1c28b1136abd9e4f11335358c2c631cb"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1c06a3a50d014b303e5f6fc1e5f95eb28d2cee89cf58384b700da621e5d5e547"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win32.whl", hash = "sha256:1b11a555a198b08f5c4baa8f8231c74a366d190755aa4f99aacec5970afe929a"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win_amd64.whl", hash = "sha256:8b684a3c858a83cd876f05958823b68e8d14ec01bb0c0d14a6704c5bf9711773"},
+    {file = "asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
+gssauth = ["gssapi", "sspilib"]
+test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "attrs"
 version = "25.1.0"
@@ -1548,4 +1612,4 @@ propcache = ">=0.2.0"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "5946d83352f22d0c984e80172fda169a472353c678f5303bc97999dea3763278"
+content-hash = "66f42d7682823f4b52656a4411cc757ade025c860a9ba3e9f0c589371d66c988"
diff --git a/projects/housekeeping/pyproject.toml b/projects/housekeeping/pyproject.toml
index 7b33fb8..5722d22 100644
--- a/projects/housekeeping/pyproject.toml
+++ b/projects/housekeeping/pyproject.toml
@@ -15,6 +15,7 @@ pydantic = "^2.10.4"
 psycopg = "^3.2.4"
 apscheduler = "^3.11.0"
 common = { path = "../../libs/common", develop = true }
+asyncpg = "^0.30.0"
 
 
 [tool.poetry.group.dev.dependencies]

From 1d8d3ff416bc5cca55e4572fe77037acdbaefe8e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 17:11:33 -0700
Subject: [PATCH 188/279] chromium FK constraints, delete faster,
 retries+timeouts

---
 infra/postgres/01-schema.sql               |   2 +
 projects/housekeeping/housekeeping/main.py | 479 +++++++++++++--------
 2 files changed, 307 insertions(+), 174 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 17d76c8..8007eb1 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -673,6 +673,7 @@ CREATE TABLE chromium.state_keys (
     app_bound_key_dec BYTEA NOT NULL,                   -- completely dec value
     app_bound_key_is_decrypted BOOLEAN,
 
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
     UNIQUE (source, username, browser)
 );
 
@@ -690,6 +691,7 @@ CREATE TABLE chromium.chrome_keys (
     key_bytes_dec BYTEA NOT NULL,                       -- completely dec AES key value
     key_is_decrypted BOOLEAN,
 
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
     UNIQUE (key_masterkey_guid)
 );
 
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 3df65d4..11aef45 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -20,19 +20,17 @@ scheduler = AsyncIOScheduler()
 is_initialized = False
 storage = StorageMinio()
 background_tasks = set()
+db_pool = None
 
 postgres_connection_string = get_postgres_connection_str()
 
 
-async def get_db_connection():
-    """Create and return a database connection using asyncpg."""
-
-    try:
-        conn = await asyncpg.connect(postgres_connection_string)
-        return conn
-    except Exception as e:
-        logger.exception(e, message="Failed to get database connection")
-        raise
+async def get_db_pool():
+    """Get the global database connection pool."""
+    global db_pool
+    if db_pool is None:
+        raise RuntimeError("Database pool not initialized")
+    return db_pool
 
 
 async def get_expired_object_ids(expiration_date: Optional[datetime] = None) -> list[str]:
@@ -45,32 +43,29 @@ async def get_expired_object_ids(expiration_date: Optional[datetime] = None) ->
                          If None, current datetime is used.
                          If datetime.max, all objects will be considered expired.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
         comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        records = await conn.fetch(
-            """
-            SELECT DISTINCT object_id
-            FROM (
-                SELECT object_id FROM files WHERE expiration < $1
-                UNION
-                SELECT object_id FROM files_enriched WHERE expiration < $2
-                UNION
-                SELECT object_id FROM files_enriched_dataset WHERE expiration < $3
-            ) AS expired
-            """,
-            comparison_date, comparison_date, comparison_date,
-        )
-        return [str(record["object_id"]) for record in records]
+        async with pool.acquire() as conn:
+            records = await conn.fetch(
+                """
+                SELECT DISTINCT object_id
+                FROM (
+                    SELECT object_id FROM files WHERE expiration < $1
+                    UNION
+                    SELECT object_id FROM files_enriched WHERE expiration < $2
+                    UNION
+                    SELECT object_id FROM files_enriched_dataset WHERE expiration < $3
+                ) AS expired
+                """,
+                comparison_date, comparison_date, comparison_date,
+            )
+            return [str(record["object_id"]) for record in records]
 
     except Exception as e:
         logger.exception(e, message="Error getting expired object IDs from database")
         return []
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
@@ -80,28 +75,25 @@ async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
     if not object_ids:
         return []
 
-    conn = None
     try:
-        conn = await get_db_connection()
-        # Get all transform_object_ids related to the expired object_ids
-        transform_records = await conn.fetch(
-            """
-            SELECT transform_object_id
-            FROM transforms
-            WHERE object_id = ANY($1::uuid[])
-            """,
-            object_ids,
-        )
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Get all transform_object_ids related to the expired object_ids
+            transform_records = await conn.fetch(
+                """
+                SELECT transform_object_id
+                FROM transforms
+                WHERE object_id = ANY($1::uuid[])
+                """,
+                object_ids,
+            )
 
-        # Extract and return the transform_object_ids
-        transform_object_ids = [str(record["transform_object_id"]) for record in transform_records]
-        return transform_object_ids
+            # Extract and return the transform_object_ids
+            transform_object_ids = [str(record["transform_object_id"]) for record in transform_records]
+            return transform_object_ids
     except Exception as e:
         logger.exception(e, message="Error getting transform object IDs from database")
         return []
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def delete_database_entries(object_ids: list[str]) -> bool:
@@ -112,50 +104,195 @@ async def delete_database_entries(object_ids: list[str]) -> bool:
     if not object_ids:
         return True
 
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Start a transaction
+            async with conn.transaction():
+                # The CASCADE delete should handle related records in other tables due to the foreign key constraints
+                # defined in the schema
 
-        # Start a transaction
-        async with conn.transaction():
-            # The CASCADE delete should handle related records in other tables due to the foreign key constraints
-            # defined in the schema
+                # Delete from files_enriched_dataset
+                await conn.execute(
+                    """
+                    DELETE FROM files_enriched_dataset
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
 
-            # Delete from files_enriched_dataset
-            await conn.execute(
-                """
-                DELETE FROM files_enriched_dataset
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
+                # Delete from files_enriched (will cascade to transforms, enrichments, etc.)
+                await conn.execute(
+                    """
+                    DELETE FROM files_enriched
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
+
+                # Delete from files
+                await conn.execute(
+                    """
+                    DELETE FROM files
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
+
+            logger.info(
+                "Successfully deleted database entries",
+                object_count=len(object_ids),
             )
-
-            # Delete from files_enriched (will cascade to transforms, enrichments, etc.)
-            await conn.execute(
-                """
-                DELETE FROM files_enriched
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
-            )
-
-            # Delete from files
-            await conn.execute(
-                """
-                DELETE FROM files
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
-            )
-
-        logger.info("Successfully deleted database entries", object_count=len(object_ids))
-        return True
+            return True
     except Exception as e:
         logger.exception(e, message="Error deleting database entries")
         return False
-    finally:
-        if conn:
-            await conn.close()
+
+
+async def delete_expired_chromium_data(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete chromium data only when expiration_date is datetime.max (delete all mode).
+    Otherwise, CASCADE deletion handles chromium data when files are deleted.
+
+    Args:
+        expiration_date: Optional date to use for comparison.
+                         Only deletes if expiration_date == datetime.max.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    # Only delete chromium data in "delete all" mode
+    if expiration_date != datetime.max:
+        # TODO: Delete based on expiration timestamp (currently not in the schema)
+        logger.info("Skipping chromium deletion - CASCADE will handle expired entries")
+        return True
+
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Delete all records from chromium tables in a transaction
+            async with conn.transaction():
+                await conn.execute("DELETE FROM chromium.history")
+                await conn.execute("DELETE FROM chromium.downloads")
+                await conn.execute("DELETE FROM chromium.state_keys")
+                await conn.execute("DELETE FROM chromium.chrome_keys")
+                await conn.execute("DELETE FROM chromium.logins")
+                await conn.execute("DELETE FROM chromium.cookies")
+
+            logger.info("Successfully deleted all chromium data")
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting chromium data")
+        return False
+
+
+async def delete_expired_file_listings(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the file_listings table based on their created_at timestamp.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all file_listings will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_listings
+                    WHERE created_at < $1
+                    RETURNING listing_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_listings
+                    RETURNING listing_id
+                    """
+                )
+
+            count_result = len(deleted_records)
+
+            if count_result == 0:
+                logger.info("No expired file_listings found to delete")
+                return True
+
+            logger.info(
+                "Successfully deleted expired file_listings",
+                file_listings_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
+            )
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired file_listings")
+        return False
+
+
+async def delete_expired_file_linkings(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the file_linkings table based on their created_at timestamp.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all file_linkings will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_linkings
+                    WHERE created_at < $1
+                    RETURNING linking_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_linkings
+                    RETURNING linking_id
+                    """
+                )
+
+            count_result = len(deleted_records)
+
+            if count_result == 0:
+                logger.info("No expired file_linkings found to delete")
+                return True
+
+            logger.info(
+                "Successfully deleted expired file_linkings",
+                file_linkings_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
+            )
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired file_linkings")
+        return False
 
 
 async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None) -> bool:
@@ -170,55 +307,52 @@ async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None)
     Returns:
         bool: True if successful, False otherwise.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Use provided expiration date or current datetime
-        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+            # Delete all dpapi tables in a transaction
+            async with conn.transaction():
+                if expiration_date != datetime.max:
+                    # Delete dpapi.masterkeys
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.masterkeys
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
 
-        # Define queries based on the expiration_date
-        if expiration_date != datetime.max:
-            # Delete dpapi.masterkeys
-            await conn.execute(
-                """
-                DELETE FROM dpapi.masterkeys
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
+                    # Delete dpapi.domain_backup_keys
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.domain_backup_keys
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
 
-            # Delete dpapi.domain_backup_keys
-            await conn.execute(
-                """
-                DELETE FROM dpapi.domain_backup_keys
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
+                    # Delete dpapi.system_credentials
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.system_credentials
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
+                else:
+                    # Delete all records from dpapi tables
+                    await conn.execute("DELETE FROM dpapi.masterkeys")
+                    await conn.execute("DELETE FROM dpapi.domain_backup_keys")
+                    await conn.execute("DELETE FROM dpapi.system_credentials")
 
-            # Delete dpapi.system_credentials
-            await conn.execute(
-                """
-                DELETE FROM dpapi.system_credentials
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
-        else:
-            # Delete all records from dpapi tables
-            await conn.execute("DELETE FROM dpapi.masterkeys")
-            await conn.execute("DELETE FROM dpapi.domain_backup_keys")
-            await conn.execute("DELETE FROM dpapi.system_credentials")
-
-        return True
+            return True
 
     except Exception as e:
         logger.exception(e, message="Error deleting expired dpapi data")
         return False
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def delete_expired_containers(expiration_date: Optional[datetime] = None) -> bool:
@@ -233,69 +367,46 @@ async def delete_expired_containers(expiration_date: Optional[datetime] = None)
     Returns:
         bool: True if successful, False otherwise.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Use provided expiration date or current datetime
-        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM container_processing
+                    WHERE expiration < $1
+                    RETURNING container_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM container_processing
+                    RETURNING container_id
+                    """
+                )
 
-        # Define queries based on the expiration_date
-        if expiration_date != datetime.max:
-            # First, get count of records that will be deleted for logging
-            count_result = await conn.fetchval(
-                """
-                SELECT COUNT(*)
-                FROM container_processing
-                WHERE expiration < $1
-                """,
-                comparison_date,
-            )
+            count_result = len(deleted_records)
 
             if count_result == 0:
                 logger.info("No expired containers found to delete")
                 return True
 
-            # Delete expired entries from container_processing table
-            await conn.execute(
-                """
-                DELETE FROM container_processing
-                WHERE expiration < $1
-                """,
-                comparison_date,
+            logger.info(
+                "Successfully deleted expired containers",
+                container_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
             )
-        else:
-            # Delete all records
-            count_result = await conn.fetchval(
-                """
-                SELECT COUNT(*)
-                FROM container_processing
-                """
-            )
-
-            if count_result == 0:
-                logger.info("No expired containers found to delete")
-                return True
-
-            await conn.execute(
-                """
-                DELETE FROM container_processing
-                """
-            )
-
-        logger.info(
-            "Successfully deleted expired containers",
-            container_count=count_result,
-            expiration_date=comparison_date if expiration_date != datetime.max else "all",
-        )
-        return True
+            return True
 
     except Exception as e:
         logger.exception(e, message="Error deleting expired containers")
         return False
-    finally:
-        if conn:
-            await conn.close()
 
 
 def _log_cleanup_result(result, success_msg: str, error_msg: str, round_num: int):
@@ -343,10 +454,13 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 
             # Run database deletions in parallel
             logger.info("Starting parallel database cleanup operations", round=round_num)
-            db_result, container_result, dpapi_result = await asyncio.gather(
+            db_result, container_result, dpapi_result, chromium_result, file_listings_result, file_linkings_result = await asyncio.gather(
                 delete_database_entries(expired_object_ids),
                 delete_expired_containers(expiration_date),
                 delete_expired_dpapi_data(expiration_date),
+                delete_expired_chromium_data(expiration_date),
+                delete_expired_file_listings(expiration_date),
+                delete_expired_file_linkings(expiration_date),
                 return_exceptions=True,
             )
 
@@ -354,6 +468,9 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
             _log_cleanup_result(db_result, "Successfully deleted database entries", "Failed to delete database entries", round_num)
             _log_cleanup_result(container_result, "Successfully deleted container entries", "Failed to delete container entries", round_num)
             _log_cleanup_result(dpapi_result, "Successfully deleted dpapi data", "Failed to delete dpapi data", round_num)
+            _log_cleanup_result(chromium_result, "Successfully deleted chromium data", "Failed to delete chromium data", round_num)
+            _log_cleanup_result(file_listings_result, "Successfully deleted file_listings", "Failed to delete file_listings", round_num)
+            _log_cleanup_result(file_linkings_result, "Successfully deleted file_linkings", "Failed to delete file_linkings", round_num)
 
             await asyncio.sleep(20)
 
@@ -366,11 +483,20 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """Lifespan manager for FastAPI - handles startup and shutdown events"""
-    global storage, scheduler, is_initialized
+    global storage, scheduler, is_initialized, db_pool
 
     try:
         logger.info("Initializing Housekeeping Service")
 
+        # Initialize database connection pool
+        db_pool = await asyncpg.create_pool(
+            postgres_connection_string,
+            min_size=2,
+            max_size=10,
+            command_timeout=60,
+        )
+        logger.info("Database connection pool initialized", min_size=2, max_size=10)
+
         # Get the cron schedule from environment or use default (midnight every day)
         cron_schedule = os.getenv("CLEANUP_SCHEDULE", "0 0 * * *")
 
@@ -399,6 +525,11 @@ async def lifespan(app: FastAPI):
             scheduler.shutdown()
             logger.info("Scheduler shutdown")
 
+        # Close database connection pool
+        if db_pool:
+            await db_pool.close()
+            logger.info("Database connection pool closed")
+
     except Exception as e:
         logger.exception(e, message="Error during service initialization")
         raise

From 14e8147d7661e796a8b668f7f199ac8af614a38a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 17:11:33 -0700
Subject: [PATCH 189/279] chromium FK constraints, delete faster,
 retries+timeouts

---
 infra/postgres/01-schema.sql               |   2 +
 projects/housekeeping/housekeeping/main.py | 479 +++++++++++++--------
 2 files changed, 307 insertions(+), 174 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 17d76c8..8007eb1 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -673,6 +673,7 @@ CREATE TABLE chromium.state_keys (
     app_bound_key_dec BYTEA NOT NULL,                   -- completely dec value
     app_bound_key_is_decrypted BOOLEAN,
 
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
     UNIQUE (source, username, browser)
 );
 
@@ -690,6 +691,7 @@ CREATE TABLE chromium.chrome_keys (
     key_bytes_dec BYTEA NOT NULL,                       -- completely dec AES key value
     key_is_decrypted BOOLEAN,
 
+    FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
     UNIQUE (key_masterkey_guid)
 );
 
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 3df65d4..11aef45 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -20,19 +20,17 @@ scheduler = AsyncIOScheduler()
 is_initialized = False
 storage = StorageMinio()
 background_tasks = set()
+db_pool = None
 
 postgres_connection_string = get_postgres_connection_str()
 
 
-async def get_db_connection():
-    """Create and return a database connection using asyncpg."""
-
-    try:
-        conn = await asyncpg.connect(postgres_connection_string)
-        return conn
-    except Exception as e:
-        logger.exception(e, message="Failed to get database connection")
-        raise
+async def get_db_pool():
+    """Get the global database connection pool."""
+    global db_pool
+    if db_pool is None:
+        raise RuntimeError("Database pool not initialized")
+    return db_pool
 
 
 async def get_expired_object_ids(expiration_date: Optional[datetime] = None) -> list[str]:
@@ -45,32 +43,29 @@ async def get_expired_object_ids(expiration_date: Optional[datetime] = None) ->
                          If None, current datetime is used.
                          If datetime.max, all objects will be considered expired.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
         comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        records = await conn.fetch(
-            """
-            SELECT DISTINCT object_id
-            FROM (
-                SELECT object_id FROM files WHERE expiration < $1
-                UNION
-                SELECT object_id FROM files_enriched WHERE expiration < $2
-                UNION
-                SELECT object_id FROM files_enriched_dataset WHERE expiration < $3
-            ) AS expired
-            """,
-            comparison_date, comparison_date, comparison_date,
-        )
-        return [str(record["object_id"]) for record in records]
+        async with pool.acquire() as conn:
+            records = await conn.fetch(
+                """
+                SELECT DISTINCT object_id
+                FROM (
+                    SELECT object_id FROM files WHERE expiration < $1
+                    UNION
+                    SELECT object_id FROM files_enriched WHERE expiration < $2
+                    UNION
+                    SELECT object_id FROM files_enriched_dataset WHERE expiration < $3
+                ) AS expired
+                """,
+                comparison_date, comparison_date, comparison_date,
+            )
+            return [str(record["object_id"]) for record in records]
 
     except Exception as e:
         logger.exception(e, message="Error getting expired object IDs from database")
         return []
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
@@ -80,28 +75,25 @@ async def get_transform_object_ids(object_ids: list[str]) -> list[str]:
     if not object_ids:
         return []
 
-    conn = None
     try:
-        conn = await get_db_connection()
-        # Get all transform_object_ids related to the expired object_ids
-        transform_records = await conn.fetch(
-            """
-            SELECT transform_object_id
-            FROM transforms
-            WHERE object_id = ANY($1::uuid[])
-            """,
-            object_ids,
-        )
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Get all transform_object_ids related to the expired object_ids
+            transform_records = await conn.fetch(
+                """
+                SELECT transform_object_id
+                FROM transforms
+                WHERE object_id = ANY($1::uuid[])
+                """,
+                object_ids,
+            )
 
-        # Extract and return the transform_object_ids
-        transform_object_ids = [str(record["transform_object_id"]) for record in transform_records]
-        return transform_object_ids
+            # Extract and return the transform_object_ids
+            transform_object_ids = [str(record["transform_object_id"]) for record in transform_records]
+            return transform_object_ids
     except Exception as e:
         logger.exception(e, message="Error getting transform object IDs from database")
         return []
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def delete_database_entries(object_ids: list[str]) -> bool:
@@ -112,50 +104,195 @@ async def delete_database_entries(object_ids: list[str]) -> bool:
     if not object_ids:
         return True
 
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Start a transaction
+            async with conn.transaction():
+                # The CASCADE delete should handle related records in other tables due to the foreign key constraints
+                # defined in the schema
 
-        # Start a transaction
-        async with conn.transaction():
-            # The CASCADE delete should handle related records in other tables due to the foreign key constraints
-            # defined in the schema
+                # Delete from files_enriched_dataset
+                await conn.execute(
+                    """
+                    DELETE FROM files_enriched_dataset
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
 
-            # Delete from files_enriched_dataset
-            await conn.execute(
-                """
-                DELETE FROM files_enriched_dataset
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
+                # Delete from files_enriched (will cascade to transforms, enrichments, etc.)
+                await conn.execute(
+                    """
+                    DELETE FROM files_enriched
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
+
+                # Delete from files
+                await conn.execute(
+                    """
+                    DELETE FROM files
+                    WHERE object_id = ANY($1::uuid[])
+                    """,
+                    object_ids,
+                )
+
+            logger.info(
+                "Successfully deleted database entries",
+                object_count=len(object_ids),
             )
-
-            # Delete from files_enriched (will cascade to transforms, enrichments, etc.)
-            await conn.execute(
-                """
-                DELETE FROM files_enriched
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
-            )
-
-            # Delete from files
-            await conn.execute(
-                """
-                DELETE FROM files
-                WHERE object_id = ANY($1::uuid[])
-                """,
-                object_ids,
-            )
-
-        logger.info("Successfully deleted database entries", object_count=len(object_ids))
-        return True
+            return True
     except Exception as e:
         logger.exception(e, message="Error deleting database entries")
         return False
-    finally:
-        if conn:
-            await conn.close()
+
+
+async def delete_expired_chromium_data(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete chromium data only when expiration_date is datetime.max (delete all mode).
+    Otherwise, CASCADE deletion handles chromium data when files are deleted.
+
+    Args:
+        expiration_date: Optional date to use for comparison.
+                         Only deletes if expiration_date == datetime.max.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    # Only delete chromium data in "delete all" mode
+    if expiration_date != datetime.max:
+        # TODO: Delete based on expiration timestamp (currently not in the schema)
+        logger.info("Skipping chromium deletion - CASCADE will handle expired entries")
+        return True
+
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Delete all records from chromium tables in a transaction
+            async with conn.transaction():
+                await conn.execute("DELETE FROM chromium.history")
+                await conn.execute("DELETE FROM chromium.downloads")
+                await conn.execute("DELETE FROM chromium.state_keys")
+                await conn.execute("DELETE FROM chromium.chrome_keys")
+                await conn.execute("DELETE FROM chromium.logins")
+                await conn.execute("DELETE FROM chromium.cookies")
+
+            logger.info("Successfully deleted all chromium data")
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting chromium data")
+        return False
+
+
+async def delete_expired_file_listings(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the file_listings table based on their created_at timestamp.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all file_listings will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_listings
+                    WHERE created_at < $1
+                    RETURNING listing_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_listings
+                    RETURNING listing_id
+                    """
+                )
+
+            count_result = len(deleted_records)
+
+            if count_result == 0:
+                logger.info("No expired file_listings found to delete")
+                return True
+
+            logger.info(
+                "Successfully deleted expired file_listings",
+                file_listings_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
+            )
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired file_listings")
+        return False
+
+
+async def delete_expired_file_linkings(expiration_date: Optional[datetime] = None) -> bool:
+    """
+    Delete expired entries from the file_linkings table based on their created_at timestamp.
+
+    Args:
+        expiration_date: Optional date to use for comparison instead of current datetime.
+                         If None, current datetime is used.
+                         If datetime.max, all file_linkings will be considered expired.
+
+    Returns:
+        bool: True if successful, False otherwise.
+    """
+    try:
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
+
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_linkings
+                    WHERE created_at < $1
+                    RETURNING linking_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM file_linkings
+                    RETURNING linking_id
+                    """
+                )
+
+            count_result = len(deleted_records)
+
+            if count_result == 0:
+                logger.info("No expired file_linkings found to delete")
+                return True
+
+            logger.info(
+                "Successfully deleted expired file_linkings",
+                file_linkings_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
+            )
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error deleting expired file_linkings")
+        return False
 
 
 async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None) -> bool:
@@ -170,55 +307,52 @@ async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None)
     Returns:
         bool: True if successful, False otherwise.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Use provided expiration date or current datetime
-        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+            # Delete all dpapi tables in a transaction
+            async with conn.transaction():
+                if expiration_date != datetime.max:
+                    # Delete dpapi.masterkeys
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.masterkeys
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
 
-        # Define queries based on the expiration_date
-        if expiration_date != datetime.max:
-            # Delete dpapi.masterkeys
-            await conn.execute(
-                """
-                DELETE FROM dpapi.masterkeys
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
+                    # Delete dpapi.domain_backup_keys
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.domain_backup_keys
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
 
-            # Delete dpapi.domain_backup_keys
-            await conn.execute(
-                """
-                DELETE FROM dpapi.domain_backup_keys
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
+                    # Delete dpapi.system_credentials
+                    await conn.execute(
+                        """
+                        DELETE FROM dpapi.system_credentials
+                        WHERE created_at < $1
+                        """,
+                        comparison_date,
+                    )
+                else:
+                    # Delete all records from dpapi tables
+                    await conn.execute("DELETE FROM dpapi.masterkeys")
+                    await conn.execute("DELETE FROM dpapi.domain_backup_keys")
+                    await conn.execute("DELETE FROM dpapi.system_credentials")
 
-            # Delete dpapi.system_credentials
-            await conn.execute(
-                """
-                DELETE FROM dpapi.system_credentials
-                WHERE created_at < $1
-                """,
-                comparison_date,
-            )
-        else:
-            # Delete all records from dpapi tables
-            await conn.execute("DELETE FROM dpapi.masterkeys")
-            await conn.execute("DELETE FROM dpapi.domain_backup_keys")
-            await conn.execute("DELETE FROM dpapi.system_credentials")
-
-        return True
+            return True
 
     except Exception as e:
         logger.exception(e, message="Error deleting expired dpapi data")
         return False
-    finally:
-        if conn:
-            await conn.close()
 
 
 async def delete_expired_containers(expiration_date: Optional[datetime] = None) -> bool:
@@ -233,69 +367,46 @@ async def delete_expired_containers(expiration_date: Optional[datetime] = None)
     Returns:
         bool: True if successful, False otherwise.
     """
-    conn = None
     try:
-        conn = await get_db_connection()
+        pool = await get_db_pool()
+        async with pool.acquire() as conn:
+            # Use provided expiration date or current datetime
+            comparison_date = expiration_date if expiration_date is not None else datetime.now()
 
-        # Use provided expiration date or current datetime
-        comparison_date = expiration_date if expiration_date is not None else datetime.now()
+            # Use DELETE...RETURNING to get count in a single query
+            if expiration_date != datetime.max:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM container_processing
+                    WHERE expiration < $1
+                    RETURNING container_id
+                    """,
+                    comparison_date,
+                )
+            else:
+                deleted_records = await conn.fetch(
+                    """
+                    DELETE FROM container_processing
+                    RETURNING container_id
+                    """
+                )
 
-        # Define queries based on the expiration_date
-        if expiration_date != datetime.max:
-            # First, get count of records that will be deleted for logging
-            count_result = await conn.fetchval(
-                """
-                SELECT COUNT(*)
-                FROM container_processing
-                WHERE expiration < $1
-                """,
-                comparison_date,
-            )
+            count_result = len(deleted_records)
 
             if count_result == 0:
                 logger.info("No expired containers found to delete")
                 return True
 
-            # Delete expired entries from container_processing table
-            await conn.execute(
-                """
-                DELETE FROM container_processing
-                WHERE expiration < $1
-                """,
-                comparison_date,
+            logger.info(
+                "Successfully deleted expired containers",
+                container_count=count_result,
+                expiration_date=comparison_date if expiration_date != datetime.max else "all",
             )
-        else:
-            # Delete all records
-            count_result = await conn.fetchval(
-                """
-                SELECT COUNT(*)
-                FROM container_processing
-                """
-            )
-
-            if count_result == 0:
-                logger.info("No expired containers found to delete")
-                return True
-
-            await conn.execute(
-                """
-                DELETE FROM container_processing
-                """
-            )
-
-        logger.info(
-            "Successfully deleted expired containers",
-            container_count=count_result,
-            expiration_date=comparison_date if expiration_date != datetime.max else "all",
-        )
-        return True
+            return True
 
     except Exception as e:
         logger.exception(e, message="Error deleting expired containers")
         return False
-    finally:
-        if conn:
-            await conn.close()
 
 
 def _log_cleanup_result(result, success_msg: str, error_msg: str, round_num: int):
@@ -343,10 +454,13 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 
             # Run database deletions in parallel
             logger.info("Starting parallel database cleanup operations", round=round_num)
-            db_result, container_result, dpapi_result = await asyncio.gather(
+            db_result, container_result, dpapi_result, chromium_result, file_listings_result, file_linkings_result = await asyncio.gather(
                 delete_database_entries(expired_object_ids),
                 delete_expired_containers(expiration_date),
                 delete_expired_dpapi_data(expiration_date),
+                delete_expired_chromium_data(expiration_date),
+                delete_expired_file_listings(expiration_date),
+                delete_expired_file_linkings(expiration_date),
                 return_exceptions=True,
             )
 
@@ -354,6 +468,9 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
             _log_cleanup_result(db_result, "Successfully deleted database entries", "Failed to delete database entries", round_num)
             _log_cleanup_result(container_result, "Successfully deleted container entries", "Failed to delete container entries", round_num)
             _log_cleanup_result(dpapi_result, "Successfully deleted dpapi data", "Failed to delete dpapi data", round_num)
+            _log_cleanup_result(chromium_result, "Successfully deleted chromium data", "Failed to delete chromium data", round_num)
+            _log_cleanup_result(file_listings_result, "Successfully deleted file_listings", "Failed to delete file_listings", round_num)
+            _log_cleanup_result(file_linkings_result, "Successfully deleted file_linkings", "Failed to delete file_linkings", round_num)
 
             await asyncio.sleep(20)
 
@@ -366,11 +483,20 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 @asynccontextmanager
 async def lifespan(app: FastAPI):
     """Lifespan manager for FastAPI - handles startup and shutdown events"""
-    global storage, scheduler, is_initialized
+    global storage, scheduler, is_initialized, db_pool
 
     try:
         logger.info("Initializing Housekeeping Service")
 
+        # Initialize database connection pool
+        db_pool = await asyncpg.create_pool(
+            postgres_connection_string,
+            min_size=2,
+            max_size=10,
+            command_timeout=60,
+        )
+        logger.info("Database connection pool initialized", min_size=2, max_size=10)
+
         # Get the cron schedule from environment or use default (midnight every day)
         cron_schedule = os.getenv("CLEANUP_SCHEDULE", "0 0 * * *")
 
@@ -399,6 +525,11 @@ async def lifespan(app: FastAPI):
             scheduler.shutdown()
             logger.info("Scheduler shutdown")
 
+        # Close database connection pool
+        if db_pool:
+            await db_pool.close()
+            logger.info("Database connection pool closed")
+
     except Exception as e:
         logger.exception(e, message="Error during service initialization")
         raise

From 87741599a76b68ee1a406dc02ab962444fa09b86 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 17:25:26 -0700
Subject: [PATCH 190/279] retries+timeout

---
 projects/housekeeping/housekeeping/main.py | 15 ++++++++++++---
 1 file changed, 12 insertions(+), 3 deletions(-)

diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 11aef45..73222ac 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -419,6 +419,9 @@ def _log_cleanup_result(result, success_msg: str, error_msg: str, round_num: int
         logger.error(error_msg, round=round_num)
 
 
+_CLEANUP_RETRY_COUNT = 3
+_CLEANUP_RETRY_DELAY = 20
+
 async def run_cleanup_job(expiration_date: Optional[datetime] = None):
     """
     Main job function that runs the cleanup process.
@@ -430,6 +433,8 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
     """
     global storage, is_initialized
 
+    # TODO: Purge Dapr workflow state data either through the Dapr API (purge) or directly in the DB's "state" table.
+
     logger.info("Starting cleanup job", custom_expiration=expiration_date is not None, expiration_date=expiration_date)
 
     if not is_initialized:
@@ -438,7 +443,7 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 
     try:
         # Run cleanup three times over a minute to catch processing edge cases
-        for round_num in range(1, 4):
+        for round_num in range(0, _CLEANUP_RETRY_COUNT):
             # Get expired object IDs from database
             expired_object_ids = await get_expired_object_ids(expiration_date)
             logger.info("Found expired objects", count=len(expired_object_ids), round=round_num)
@@ -472,9 +477,13 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
             _log_cleanup_result(file_listings_result, "Successfully deleted file_listings", "Failed to delete file_listings", round_num)
             _log_cleanup_result(file_linkings_result, "Successfully deleted file_linkings", "Failed to delete file_linkings", round_num)
 
-            await asyncio.sleep(20)
+            logger.info(f"Cleanup job round {round_num} complete")
 
-        logger.info("Cleanup job complete")
+            if round_num < _CLEANUP_RETRY_COUNT - 1:
+                logger.info(f"Waiting {_CLEANUP_RETRY_DELAY} seconds before next cleanup round")
+                await asyncio.sleep(_CLEANUP_RETRY_DELAY)
+
+        logger.info("Cleanup completed!")
 
     except Exception as e:
         logger.exception(e, message="Error running cleanup job")

From e3a23b6f0a38023a7ef89e100af39968a82b257f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 18:25:46 -0700
Subject: [PATCH 191/279] fix file browser, add reason

---
 .../file_linking/file_linking/rules_engine.py |   1 +
 .../components/FileBrowser/FileBrowser.jsx    | 215 ++++++++++++------
 2 files changed, 149 insertions(+), 67 deletions(-)

diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index f5f489a..f4ecd75 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -231,6 +231,7 @@ class FileLinkingEngine:
                 status=FileListingStatus.COLLECTED,
                 object_id=file_enriched.object_id,
             )
+            logger.debug("Adding file listing (collected)", file_path=file_path, source=source)
 
         # Process each rule
         for rule in self.rules:
diff --git a/projects/frontend/src/components/FileBrowser/FileBrowser.jsx b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
index aef756b..72351b5 100644
--- a/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
+++ b/projects/frontend/src/components/FileBrowser/FileBrowser.jsx
@@ -1,19 +1,19 @@
-import React, { useState, useEffect, useCallback } from 'react';
-import { 
-  Folder, 
-  File, 
-  ArrowLeft, 
-  Home, 
-  ChevronRight, 
-  AlertTriangle, 
-  Clock, 
-  CheckCircle, 
-  XCircle, 
+import {
+  AlertTriangle,
+  ArrowLeft,
+  CheckCircle,
+  ChevronRight,
+  Clock,
+  File,
+  Folder,
+  FolderTree,
   HardDrive,
-  Search,
+  Home,
   List,
-  FolderTree
+  Search,
+  XCircle
 } from 'lucide-react';
+import React, { useCallback, useEffect, useState } from 'react';
 
 // Status badge component
 const StatusBadge = ({ status, count }) => {
@@ -51,7 +51,7 @@ const SourceCard = ({ source, totalFiles, statusCounts, onSourceClick }) => {
   };
 
   return (
-    <div 
+    <div
       onClick={() => onSourceClick(source)}
       className="bg-white dark:bg-gray-800 rounded-lg shadow-md border border-gray-200 dark:border-gray-700 p-4 cursor-pointer hover:shadow-lg transition-shadow"
     >
@@ -69,7 +69,7 @@ const SourceCard = ({ source, totalFiles, statusCounts, onSourceClick }) => {
         </div>
       </div>
       <div className="space-y-2">
-        {Object.entries(statusCounts).map(([status, count]) => 
+        {Object.entries(statusCounts).map(([status, count]) =>
           count > 0 && <StatusBadge key={status} status={status} count={count} />
         )}
       </div>
@@ -80,29 +80,28 @@ const SourceCard = ({ source, totalFiles, statusCounts, onSourceClick }) => {
 // Breadcrumb navigation
 const Breadcrumb = ({ currentPath, onNavigate }) => {
   const pathParts = currentPath ? currentPath.split('/').filter(Boolean) : [];
-  
+
   return (
     <div className="flex items-center space-x-1 text-sm text-gray-600 dark:text-gray-400 mb-4">
-      <button 
+      <button
         onClick={() => onNavigate('')}
         className="flex items-center hover:text-blue-600 dark:hover:text-blue-400"
       >
         <Home className="w-4 h-4 mr-1" />
         Root
       </button>
-      
+
       {pathParts.map((part, index) => {
         const partialPath = pathParts.slice(0, index + 1).join('/');
         const isLast = index === pathParts.length - 1;
-        
+
         return (
           <React.Fragment key={index}>
             <ChevronRight className="w-4 h-4" />
-            <button 
+            <button
               onClick={() => !isLast && onNavigate(partialPath)}
-              className={`hover:text-blue-600 dark:hover:text-blue-400 ${
-                isLast ? 'text-gray-900 dark:text-gray-100 font-medium' : ''
-              }`}
+              className={`hover:text-blue-600 dark:hover:text-blue-400 ${isLast ? 'text-gray-900 dark:text-gray-100 font-medium' : ''
+                }`}
             >
               {part}
             </button>
@@ -117,7 +116,7 @@ const Breadcrumb = ({ currentPath, onNavigate }) => {
 const FileItem = ({ item, onItemClick, onFileClick }) => {
   const isFile = item.item_type === 'file';
   const Icon = isFile ? File : Folder;
-  
+
   const handleClick = () => {
     if (isFile && item.status === 'collected' && item.object_id) {
       onFileClick(item.object_id);
@@ -127,7 +126,7 @@ const FileItem = ({ item, onItemClick, onFileClick }) => {
   };
 
   return (
-    <div 
+    <div
       onClick={handleClick}
       className={`
         flex items-center justify-between p-3 border-b border-gray-200 dark:border-gray-700 
@@ -141,26 +140,66 @@ const FileItem = ({ item, onItemClick, onFileClick }) => {
           {item.name}
         </span>
       </div>
-      
+
       {isFile && <StatusBadge status={item.status} />}
     </div>
   );
 };
 
 // Simple file path item for collection list view
-const FilePathItem = ({ filePath }) => {
+const FilePathItem = ({ pathData }) => {
+  const { path, linkings } = pathData;
+
+  const handleFileClick = (objectId) => {
+    if (objectId) {
+      window.open(`/files/${objectId}`, '_blank');
+    }
+  };
+
   return (
-    <div className="p-2 border-b border-gray-100 dark:border-gray-700 hover:bg-gray-50 dark:hover:bg-gray-700">
-      <div className="flex items-center space-x-2">
-        <Clock className="w-4 h-4 text-yellow-500 flex-shrink-0" />
-        <span className="text-sm text-gray-900 dark:text-gray-100 font-mono break-all">
-          {filePath}
-        </span>
+    <div className="p-3 border-b border-gray-100 dark:border-gray-700 hover:bg-gray-50 dark:hover:bg-gray-700">
+      <div className="flex items-start space-x-2">
+        <div className="flex-1 min-w-0">
+          <div className="text-sm text-gray-900 dark:text-gray-100 font-mono break-all mb-1">
+            {path}
+          </div>
+          {linkings && linkings.length > 0 && (
+            <div className="space-y-1 mt-2">
+              {linkings.map((linking, idx) => (
+                <div key={idx} className="text-xs text-gray-600 dark:text-gray-400 pl-3 border-l-2 border-yellow-300 dark:border-yellow-600">
+                  <div className="font-medium text-yellow-700 dark:text-yellow-400">
+                    Collection reason: {linking.reason}
+                  </div>
+                  <div className="font-mono text-gray-500 dark:text-gray-500">
+                    Linked to by{' '}
+                    {linking.requiredByObjectId ? (
+                      <button
+                        onClick={() => handleFileClick(linking.requiredByObjectId)}
+                        className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 hover:underline break-all inline"
+                      >
+                        {linking.requiredBy}
+                      </button>
+                    ) : (
+                      <span className="break-all">{linking.requiredBy}</span>
+                    )}
+                  </div>
+                </div>
+              ))}
+            </div>
+          )}
+        </div>
       </div>
     </div>
   );
 };
 
+// Helper function to normalize paths by removing leading slashes
+const normalizePath = (path) => {
+  if (!path) return '';
+  // Remove leading slashes to ensure consistent path parsing
+  return path.replace(/^\/+/, '');
+};
+
 // Main FileBrowser component
 const FileBrowser = () => {
   const [sources, setSources] = useState([]);
@@ -241,8 +280,8 @@ const FileBrowser = () => {
       setError(null);
 
       // Use LIKE patterns for efficient database filtering
-      const pathPrefix = path === '' ? '' : `${path}/`;
-      const pathPattern = path === '' ? '%' : `${path}/%`;
+      // Database paths have leading slashes, so we need to add them back for the query
+      const pathPattern = path === '' ? '%' : `/${path}/%`;
 
       const query = {
         query: `
@@ -286,16 +325,17 @@ const FileBrowser = () => {
       const currentLevel = path === '' ? 0 : path.split('/').length;
 
       result.data.file_listings.forEach(item => {
-        const itemPath = item.path;
-        const pathParts = itemPath.split('/');
-        
+        // Normalize the path to remove leading slashes
+        const normalizedPath = normalizePath(item.path);
+        const pathParts = normalizedPath.split('/');
+
         // Only process items at the next level down
-        if (pathParts.length === currentLevel + 1 || 
-           (pathParts.length > currentLevel + 1 && pathParts.slice(0, currentLevel + 1).join('/') === (path === '' ? pathParts[0] : `${path}/${pathParts[currentLevel]}`))) {
-          
+        if (pathParts.length === currentLevel + 1 ||
+          (pathParts.length > currentLevel + 1 && pathParts.slice(0, currentLevel + 1).join('/') === (path === '' ? pathParts[0] : `${path}/${pathParts[currentLevel]}`))) {
+
           const childName = pathParts[currentLevel];
           const childPath = pathParts.slice(0, currentLevel + 1).join('/');
-          
+
           if (!childrenMap.has(childName)) {
             const isFile = pathParts.length === currentLevel + 1;
             childrenMap.set(childName, {
@@ -333,9 +373,10 @@ const FileBrowser = () => {
       setLoading(true);
       setError(null);
 
-      const query = {
+      // Fetch file listings (needs collection), linkings, and collected files with object_ids
+      const queries = {
         query: `
-          query GetCollectionPaths($source: String!) {
+          query GetCollectionPathsAndLinkings($source: String!) {
             file_listings(
               where: {
                 source: {_eq: $source},
@@ -345,6 +386,24 @@ const FileBrowser = () => {
             ) {
               path
             }
+            file_linkings(
+              where: {
+                source: {_eq: $source}
+              }
+            ) {
+              file_path_1
+              file_path_2
+              link_type
+            }
+            collected_files: file_listings(
+              where: {
+                source: {_eq: $source},
+                status: {_eq: "collected"}
+              }
+            ) {
+              path
+              object_id
+            }
           }
         `,
         variables: { source }
@@ -356,7 +415,7 @@ const FileBrowser = () => {
           'Content-Type': 'application/json',
           'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
         },
-        body: JSON.stringify(query)
+        body: JSON.stringify(queries)
       });
 
       if (!response.ok) {
@@ -368,8 +427,32 @@ const FileBrowser = () => {
         throw new Error(result.errors[0].message);
       }
 
-      const paths = result.data.file_listings.map(item => item.path);
-      setCollectionPaths(paths);
+      // Build a map of file path -> object_id for collected files
+      const objectIdMap = new Map();
+      result.data.collected_files.forEach(file => {
+        objectIdMap.set(file.path, file.object_id);
+      });
+
+      // Build a map of file_path_2 -> linkings for quick lookup
+      const linkingsMap = new Map();
+      result.data.file_linkings.forEach(linking => {
+        if (!linkingsMap.has(linking.file_path_2)) {
+          linkingsMap.set(linking.file_path_2, []);
+        }
+        linkingsMap.get(linking.file_path_2).push({
+          requiredBy: linking.file_path_1,
+          requiredByObjectId: objectIdMap.get(linking.file_path_1) || null,
+          reason: linking.link_type
+        });
+      });
+
+      // Combine paths with their linking reasons
+      const pathsWithReasons = result.data.file_listings.map(item => ({
+        path: item.path,
+        linkings: linkingsMap.get(item.path) || []
+      }));
+
+      setCollectionPaths(pathsWithReasons);
     } catch (err) {
       console.error('Error fetching collection paths:', err);
       setError(err.message);
@@ -429,8 +512,8 @@ const FileBrowser = () => {
   );
 
   // Filter collection paths based on search term
-  const filteredCollectionPaths = collectionPaths.filter(path =>
-    path.toLowerCase().includes(searchTerm.toLowerCase())
+  const filteredCollectionPaths = collectionPaths.filter(pathData =>
+    pathData.path.toLowerCase().includes(searchTerm.toLowerCase())
   );
 
   if (error) {
@@ -452,7 +535,7 @@ const FileBrowser = () => {
       <div className="flex justify-between items-center">
         <div className="flex items-center space-x-4">
           {selectedSource && (
-            <button 
+            <button
               onClick={handleBackToSources}
               className="flex items-center space-x-2 px-3 py-2 text-sm bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 rounded-md hover:bg-gray-200 dark:hover:bg-gray-600"
             >
@@ -460,12 +543,12 @@ const FileBrowser = () => {
               <span>Back to Sources</span>
             </button>
           )}
-          
+
           <h1 className="text-2xl font-bold text-gray-800 dark:text-white">
             {selectedSource ? `Files - ${selectedSource}` : 'File Browser'}
           </h1>
         </div>
-        
+
         {selectedSource && (
           <div className="flex items-center space-x-4">
             {/* View Toggle */}
@@ -473,22 +556,20 @@ const FileBrowser = () => {
               <span className="text-sm text-gray-600 dark:text-gray-400">View:</span>
               <button
                 onClick={handleToggleView}
-                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${
-                  !showCollectionList
-                    ? 'bg-blue-100 dark:bg-blue-900/30 text-blue-700 dark:text-blue-300'
-                    : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
-                }`}
+                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${!showCollectionList
+                  ? 'bg-blue-100 dark:bg-blue-900/30 text-blue-700 dark:text-blue-300'
+                  : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
+                  }`}
               >
                 <FolderTree className="w-4 h-4" />
                 <span>Tree</span>
               </button>
               <button
                 onClick={handleToggleView}
-                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${
-                  showCollectionList
-                    ? 'bg-yellow-100 dark:bg-yellow-900/30 text-yellow-700 dark:text-yellow-300'
-                    : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
-                }`}
+                className={`flex items-center space-x-2 px-3 py-2 text-sm rounded-md transition-colors ${showCollectionList
+                  ? 'bg-yellow-100 dark:bg-yellow-900/30 text-yellow-700 dark:text-yellow-300'
+                  : 'bg-gray-100 dark:bg-gray-700 text-gray-700 dark:text-gray-300 hover:bg-gray-200 dark:hover:bg-gray-600'
+                  }`}
               >
                 <List className="w-4 h-4" />
                 <span>Files That Need Collection</span>
@@ -541,9 +622,9 @@ const FileBrowser = () => {
           {/* Header - only show breadcrumbs in tree view */}
           {!showCollectionList && (
             <div className="p-4 border-b border-gray-200 dark:border-gray-700">
-              <Breadcrumb 
-                currentPath={currentPath} 
-                onNavigate={handlePathNavigate} 
+              <Breadcrumb
+                currentPath={currentPath}
+                onNavigate={handlePathNavigate}
               />
             </div>
           )}
@@ -570,8 +651,8 @@ const FileBrowser = () => {
               </div>
             ) : showCollectionList ? (
               filteredCollectionPaths.length > 0 ? (
-                filteredCollectionPaths.map((filePath, index) => (
-                  <FilePathItem key={`${filePath}-${index}`} filePath={filePath} />
+                filteredCollectionPaths.map((pathData, index) => (
+                  <FilePathItem key={`${pathData.path}-${index}`} pathData={pathData} />
                 ))
               ) : (
                 <div className="text-center py-8 text-gray-500 dark:text-gray-400">

From 998c8c5ee7edfffbd2c3c34490bc77ebe9c59236 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 15 Oct 2025 23:09:25 -0700
Subject: [PATCH 192/279] get_drive fixes, housekeeping fixes

---
 libs/chromium/chromium/local_state.py         |  4 +-
 .../registry_hive/analyzer.py                 | 64 +++++++++----------
 projects/housekeeping/housekeeping/main.py    | 24 ++++---
 3 files changed, 49 insertions(+), 43 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 02fccc9..56687ec 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -113,7 +113,7 @@ def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid
         )
     else:
         # Not an AppData path, so build path based on the drive letter and username (if available)
-        drive = get_drive_from_path(file_enriched.path)
+        drive = get_drive_from_path(file_enriched.path) or ""
 
         if not username:
             username = "<WINDOWS_USERNAME>"
@@ -227,7 +227,7 @@ async def _insert_state_keys(
             app_bound_key_enc, app_bound_key_system_masterkey_guid = _parse_app_bound_key(app_bound_key_b64)
             logger.debug(f"app_bound_key_system_masterkey_guid: {app_bound_key_system_masterkey_guid}")
 
-            drive = get_drive_from_path(file_enriched.path)
+            drive = get_drive_from_path(file_enriched.path) or ""
             masterkey_path = (
                 f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
             )
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 24d9e02..2ce0aa2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -174,10 +174,10 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         if not file_enriched.source or not file_enriched.path:
             return
 
-        drive = get_drive_from_path(file_enriched.path)
-        if not drive:
-            logger.warning(f"Could not extract drive from path: {file_enriched.path}")
-            return
+        drive = get_drive_from_path(file_enriched.path) or ""
+        # if not drive:
+        #     logger.warning(f"Could not extract drive from path: {file_enriched.path}")
+        #     return
 
         try:
             if hive_type == "SYSTEM":
@@ -763,42 +763,42 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             analysis_results = self._process_system_hive(hive_file_path)
 
             # Also check for and process existing SAM/SECURITY hives
-            drive = get_drive_from_path(file_enriched.path)
-            if drive:
-                sam_path = f"{drive}/Windows/System32/Config/SAM"
-                security_path = f"{drive}/Windows/System32/Config/SECURITY"
+            drive = get_drive_from_path(file_enriched.path) or ""
+            # if drive:
+            sam_path = f"{drive}/Windows/System32/Config/SAM"
+            security_path = f"{drive}/Windows/System32/Config/SECURITY"
 
-                sam_object_id = self._find_existing_hive(file_enriched, sam_path)
-                security_object_id = self._find_existing_hive(file_enriched, security_path)
+            sam_object_id = self._find_existing_hive(file_enriched, sam_path)
+            security_object_id = self._find_existing_hive(file_enriched, security_path)
 
-                # Process SAM if found
-                if sam_object_id:
-                    try:
-                        with self.storage.download(sam_object_id) as sam_temp_file:
-                            sam_results = self._process_sam_hive(sam_temp_file.name, hive_file_path)
-                            analysis_results["sam_analysis"] = sam_results
-                            logger.debug(f"Processed paired SAM hive for SYSTEM: {sam_path}")
-                    except Exception as e:
-                        logger.error(f"Failed to process paired SAM hive: {e}")
+            # Process SAM if found
+            if sam_object_id:
+                try:
+                    with self.storage.download(sam_object_id) as sam_temp_file:
+                        sam_results = self._process_sam_hive(sam_temp_file.name, hive_file_path)
+                        analysis_results["sam_analysis"] = sam_results
+                        logger.debug(f"Processed paired SAM hive for SYSTEM: {sam_path}")
+                except Exception as e:
+                    logger.error(f"Failed to process paired SAM hive: {e}")
 
-                # Process SECURITY if found
-                if security_object_id:
-                    try:
-                        with self.storage.download(security_object_id) as security_temp_file:
-                            sam_results = self._process_security_hive(security_temp_file.name, hive_file_path)
-                            analysis_results["security_analysis"] = sam_results
-                            logger.debug(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
-                    except Exception as e:
-                        logger.error(f"Failed to process paired SECURITY hive: {e}")
+            # Process SECURITY if found
+            if security_object_id:
+                try:
+                    with self.storage.download(security_object_id) as security_temp_file:
+                        sam_results = self._process_security_hive(security_temp_file.name, hive_file_path)
+                        analysis_results["security_analysis"] = sam_results
+                        logger.debug(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
+                except Exception as e:
+                    logger.error(f"Failed to process paired SECURITY hive: {e}")
 
         elif hive_type in ["SAM", "SECURITY"]:
             # Look for SYSTEM hive
-            drive = get_drive_from_path(file_enriched.path)
+            drive = get_drive_from_path(file_enriched.path) or ""
             system_object_id = None
 
-            if drive:
-                system_path = f"{drive}/Windows/System32/Config/SYSTEM"
-                system_object_id = self._find_existing_hive(file_enriched, system_path)
+            # if drive:
+            system_path = f"{drive}/Windows/System32/Config/SYSTEM"
+            system_object_id = self._find_existing_hive(file_enriched, system_path)
 
             if system_object_id:
                 # Download the SYSTEM hive
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 73222ac..9f27a06 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -459,23 +459,29 @@ async def run_cleanup_job(expiration_date: Optional[datetime] = None):
 
             # Run database deletions in parallel
             logger.info("Starting parallel database cleanup operations", round=round_num)
-            db_result, container_result, dpapi_result, chromium_result, file_listings_result, file_linkings_result = await asyncio.gather(
+            # db_result, container_result, dpapi_result, chromium_result, file_listings_result, file_linkings_result = await asyncio.gather(
+            #     delete_database_entries(expired_object_ids),
+            #     delete_expired_containers(expiration_date),
+            #     delete_expired_dpapi_data(expiration_date),
+            #     delete_expired_chromium_data(expiration_date),
+            #     delete_expired_file_listings(expiration_date),
+            #     delete_expired_file_linkings(expiration_date),
+            #     return_exceptions=True,
+            # )
+
+            db_result, container_result = await asyncio.gather(
                 delete_database_entries(expired_object_ids),
                 delete_expired_containers(expiration_date),
-                delete_expired_dpapi_data(expiration_date),
-                delete_expired_chromium_data(expiration_date),
-                delete_expired_file_listings(expiration_date),
-                delete_expired_file_linkings(expiration_date),
                 return_exceptions=True,
             )
 
             # Log results
             _log_cleanup_result(db_result, "Successfully deleted database entries", "Failed to delete database entries", round_num)
             _log_cleanup_result(container_result, "Successfully deleted container entries", "Failed to delete container entries", round_num)
-            _log_cleanup_result(dpapi_result, "Successfully deleted dpapi data", "Failed to delete dpapi data", round_num)
-            _log_cleanup_result(chromium_result, "Successfully deleted chromium data", "Failed to delete chromium data", round_num)
-            _log_cleanup_result(file_listings_result, "Successfully deleted file_listings", "Failed to delete file_listings", round_num)
-            _log_cleanup_result(file_linkings_result, "Successfully deleted file_linkings", "Failed to delete file_linkings", round_num)
+            # _log_cleanup_result(dpapi_result, "Successfully deleted dpapi data", "Failed to delete dpapi data", round_num)
+            # _log_cleanup_result(chromium_result, "Successfully deleted chromium data", "Failed to delete chromium data", round_num)
+            # _log_cleanup_result(file_listings_result, "Successfully deleted file_listings", "Failed to delete file_listings", round_num)
+            # _log_cleanup_result(file_linkings_result, "Successfully deleted file_linkings", "Failed to delete file_linkings", round_num)
 
             logger.info(f"Cleanup job round {round_num} complete")
 

From 1bd3e0de2aaed9071e995ae56e733067776afcbe Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 02:25:18 -0700
Subject: [PATCH 193/279] path placeholder replacement

---
 libs/chromium/chromium/local_state.py         |  10 +-
 .../chromium_localstate/analyzer.py           |   6 +
 .../dpapi_masterkey/analyzer.py               |  16 +-
 .../file_enrichment_modules/module_loader.py  |   4 +-
 .../registry_hive/analyzer.py                 |  16 +-
 libs/file_enrichment_modules/poetry.lock      |  41 ++-
 libs/file_enrichment_modules/pyproject.toml   |   1 +
 .../file_linking/database_service.py          | 301 +++++++++++++---
 libs/file_linking/file_linking/helpers.py     |  15 +-
 .../file_linking/placeholder_resolver.py      | 307 +++++++++++++++++
 .../file_linking/file_linking/rules_engine.py | 179 ++++++++--
 libs/file_linking/poetry.lock                 |  80 ++++-
 libs/file_linking/pyproject.toml              |   2 +
 .../tests/test_placeholder_resolver.py        | 325 ++++++++++++++++++
 libs/file_linking/tests/test_rules_engine.py  | 292 ++++++++++++++++
 .../file_enrichment/workflow.py               |  87 ++++-
 16 files changed, 1538 insertions(+), 144 deletions(-)
 create mode 100644 libs/file_linking/file_linking/placeholder_resolver.py
 create mode 100644 libs/file_linking/tests/test_placeholder_resolver.py

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 56687ec..5963a05 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -99,7 +99,7 @@ def _parse_app_bound_key(app_bound_key_b64: str) -> tuple[bytes, str | None]:
 
 
 
-def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid: UUID) -> None:
+async def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid: UUID) -> None:
     """Add file linking entry for user masterkey."""
 
     # Skip trying to figure out the username/drive if we can
@@ -122,7 +122,7 @@ def _add_user_masterkey_link(file_enriched, username: str | None, masterkey_guid
             f"{drive}/Users/{username}/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/{masterkey_guid}"
         )
 
-    add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
+    await add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:user_masterkey")
 
 
 def _get_chromekey_from_source(source: str, pg_conn) -> bytes | None:
@@ -211,7 +211,7 @@ async def _insert_state_keys(
                     reason=type(e).__name__,
                 )
 
-                _add_user_masterkey_link(file_enriched, username, dpapi_blob.masterkey_guid)
+                await _add_user_masterkey_link(file_enriched, username, dpapi_blob.masterkey_guid)
 
             except Exception as e:
                 logger.warning(f"Unable to decrypt state key DPAPI blob: {dpapi_blob.masterkey_guid}", error=str(e))
@@ -233,7 +233,7 @@ async def _insert_state_keys(
             )
 
             # add the masterkey file path (now that we know the key GUID) as a link/listing
-            add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
+            await add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
 
             try:
                 # Parse only the DPAPI portion (after APPB header)
@@ -278,7 +278,7 @@ async def _insert_state_keys(
                             reason=type(e).__name__,
                         )
 
-                        _add_user_masterkey_link(file_enriched, username, user_blob.masterkey_guid)
+                        await _add_user_masterkey_link(file_enriched, username, user_blob.masterkey_guid)
 
                     except Exception as e:
                         logger.warning(f"Unable to decrypt/process final app bound key blob: {e}")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index ace70f7..13e7fb0 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -90,6 +90,12 @@ rule Chrome_Local_State
             state_key_data = await process_chromium_local_state(self.dpapi_manager, object_id, file_path)
 
             if state_key_data:
+                # Debug: Check for coroutines in state_key_data
+                import inspect
+                for key, value in state_key_data.items():
+                    if inspect.iscoroutine(value):
+                        logger.error(f"FOUND COROUTINE IN state_key_data['{key}']!")
+
                 enrichment = EnrichmentResult(module_name=self.name)
                 enrichment.results = {"parsed": state_key_data}
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 1880db2..37c032c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -140,15 +140,15 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         # Fall back to standard path if not found or on error
         return standard_path
 
-    def _create_proactive_file_linkings(self, file_enriched):
+    async def _create_proactive_file_linkings(self, file_enriched):
         """Create proactive file linkings for the related registry hives."""
         if not file_enriched.source or not file_enriched.path:
             return
 
-        drive = get_drive_from_path(file_enriched.path)
-        if not drive:
-            logger.warning(f"Could not extract drive from path: {file_enriched.path}")
-            return
+        drive = get_drive_from_path(file_enriched.path) or ""
+        # if not drive:
+        #     logger.warning(f"Could not extract drive from path: {file_enriched.path}")
+        #     return
 
         try:
             # Link to SYSTEM and SECURITY hives, needed to decrypt the SYSTEM masterkeys
@@ -158,7 +158,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
             system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
             security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
 
-            add_file_linking(
+            await add_file_linking(
                 source=file_enriched.source,
                 source_file_path=file_enriched.path,
                 linked_file_path=system_path,
@@ -166,7 +166,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 collection_reason="Needed to decrypt the DPAPI_SYSTEM secret",
             )
 
-            add_file_linking(
+            await add_file_linking(
                 source=file_enriched.source,
                 source_file_path=file_enriched.path,
                 linked_file_path=security_path,
@@ -209,7 +209,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 # Use provided file path
                 masterkey_file = MasterKeyFile.from_file(file_path)
                 if masterkey_file.policy.value & 2:
-                    self._create_proactive_file_linkings(file_enriched)
+                    await self._create_proactive_file_linkings(file_enriched)
             else:
                 # Download the file and parse it
                 with self.storage.download(file_enriched.object_id) as temp_file:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
index f7b67b4..117f1b2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
@@ -14,11 +14,11 @@ class EnrichmentModule:
         self.name = name
         self.dependencies = dependencies or []
 
-    async def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str) -> bool:
         """Determine if this module should process the given file."""
         raise NotImplementedError
 
-    async def process(self, object_id: str) -> EnrichmentResult | None:
+    def process(self, object_id: str) -> EnrichmentResult | None:
         """Process the file and return enrichment results."""
         raise NotImplementedError
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 2ce0aa2..09fca3b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -169,7 +169,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         # Fall back to standard path if not found or on error
         return standard_path
 
-    def _create_proactive_file_linkings(self, file_enriched, hive_type: str):
+    async def _create_proactive_file_linkings(self, file_enriched, hive_type: str):
         """Create proactive file linkings based on hive type."""
         if not file_enriched.source or not file_enriched.path:
             return
@@ -189,7 +189,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 sam_path = self._get_existing_hive_path(file_enriched, sam_standard_path)
                 security_path = self._get_existing_hive_path(file_enriched, security_standard_path)
 
-                add_file_linking(
+                await add_file_linking(
                     source=file_enriched.source,
                     source_file_path=file_enriched.path,
                     linked_file_path=sam_path,
@@ -197,7 +197,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     collection_reason="SYSTEM hive can decrypt SAM accounts",
                 )
 
-                add_file_linking(
+                await add_file_linking(
                     source=file_enriched.source,
                     source_file_path=file_enriched.path,
                     linked_file_path=security_path,
@@ -211,7 +211,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 system_standard_path = f"{drive}/Windows/System32/Config/SYSTEM"
                 system_path = self._get_existing_hive_path(file_enriched, system_standard_path)
 
-                add_file_linking(
+                await add_file_linking(
                     source=file_enriched.source,
                     source_file_path=file_enriched.path,
                     linked_file_path=system_path,
@@ -706,11 +706,11 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
             # Use provided file_path if available, otherwise download
             if file_path:
-                return self._analyze_registry_hive_file(file_path, file_enriched)
+                return await self._analyze_registry_hive_file(file_path, file_enriched)
             else:
                 # Download the file to a temporary location
                 with self.storage.download(file_enriched.object_id) as temp_file:
-                    return self._analyze_registry_hive_file(temp_file.name, file_enriched)
+                    return await self._analyze_registry_hive_file(temp_file.name, file_enriched)
 
         except Exception as e:
             logger.exception(e, message="Error processing registry hive file")
@@ -741,7 +741,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return f"{keyStr}: {value}"
 
-    def _analyze_registry_hive_file(self, hive_file_path: str, file_enriched) -> EnrichmentResult | None:
+    async def _analyze_registry_hive_file(self, hive_file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze registry hive file and generate enrichment result."""
         enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
 
@@ -755,7 +755,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         linked_system_object_id = None
 
         # Create proactive file linkings
-        self._create_proactive_file_linkings(file_enriched, hive_type)
+        await self._create_proactive_file_linkings(file_enriched, hive_type)
 
         # Process based on hive type
         if hive_type == "SYSTEM":
diff --git a/libs/file_enrichment_modules/poetry.lock b/libs/file_enrichment_modules/poetry.lock
index 94177e6..1059ab0 100644
--- a/libs/file_enrichment_modules/poetry.lock
+++ b/libs/file_enrichment_modules/poetry.lock
@@ -545,6 +545,29 @@ files = [
     {file = "charset_normalizer-3.4.3.tar.gz", hash = "sha256:6fce4b8500244f6fcb71465d4a4930d132ba9ab8e71a7859e6a5d59851068d14"},
 ]
 
+[[package]]
+name = "chromium"
+version = "0.1.0"
+description = "Modules Nemesis uses to handle Chromium files"
+optional = false
+python-versions = ">=3.12,<4.0"
+groups = ["main"]
+files = []
+develop = true
+
+[package.dependencies]
+common = {path = "../../libs/common", develop = true}
+dapr = "1.16.0"
+file_linking = {path = "../file_linking", develop = true}
+impacket = ">=0.12.0,<0.13.0"
+nemesis_dpapi = {path = "../nemesis_dpapi", develop = true}
+psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+structlog = ">=20.0.0,<30.0.0"
+
+[package.source]
+type = "directory"
+url = "../chromium"
+
 [[package]]
 name = "click"
 version = "8.3.0"
@@ -571,7 +594,7 @@ files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
     {file = "colorama-0.4.6.tar.gz", hash = "sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44"},
 ]
-markers = {main = "platform_system == \"Windows\"", dev = "sys_platform == \"win32\""}
+markers = {main = "platform_system == \"Windows\" or sys_platform == \"win32\"", dev = "sys_platform == \"win32\""}
 
 [[package]]
 name = "common"
@@ -766,9 +789,11 @@ files = []
 develop = true
 
 [package.dependencies]
+asyncpg = "^0.30.0"
 common = {path = "../common", develop = true}
 dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+pytest-asyncio = "^1.2.0"
 pyyaml = "^6.0.3"
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1097,7 +1122,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -1482,7 +1507,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -1506,7 +1531,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -2076,7 +2101,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -2126,7 +2151,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -2148,7 +2173,7 @@ version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
     {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
@@ -2636,4 +2661,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "1d1417e9fc34d3b7b94afad534eb668165b67ca1844f1f6f102428b1da6554a7"
+content-hash = "e8abe96590b5a664df7c757fd442be6f40542d7361e116779887b6ec1885316d"
diff --git a/libs/file_enrichment_modules/pyproject.toml b/libs/file_enrichment_modules/pyproject.toml
index 411dd57..ab7203a 100644
--- a/libs/file_enrichment_modules/pyproject.toml
+++ b/libs/file_enrichment_modules/pyproject.toml
@@ -18,6 +18,7 @@ psycopg = "^3.2.4"
 common = { path = "../common", develop = true }
 nemesis_dpapi = { path = "../nemesis_dpapi", develop = true }
 file_linking = { path = "../file_linking", develop = true }
+chromium = { path = "../chromium", develop = true }
 lnkparse3 = "^1.5.0"
 dapr = "1.16.0"
 
diff --git a/libs/file_linking/file_linking/database_service.py b/libs/file_linking/file_linking/database_service.py
index 24eeece..413813c 100644
--- a/libs/file_linking/file_linking/database_service.py
+++ b/libs/file_linking/file_linking/database_service.py
@@ -6,7 +6,7 @@ Handles all database operations for file_listings and file_linkings tables.
 
 from enum import Enum
 
-import psycopg
+import asyncpg
 from common.logger import get_logger
 
 logger = get_logger(__name__)
@@ -25,7 +25,7 @@ class FileLinkingDatabaseService:
     def __init__(self, postgres_connection_string: str):
         self.connection_string = postgres_connection_string
 
-    def add_file_listing(self, source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
+    async def add_file_listing(self, source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
         """
         Add or update entry in file_listings table.
 
@@ -40,46 +40,46 @@ class FileLinkingDatabaseService:
         """
         if source and path:
             try:
-                with psycopg.connect(self.connection_string) as conn:
-                    with conn.cursor() as cur:
-                        query = """
-                            INSERT INTO file_listings (source, path, object_id, status)
-                            VALUES (%s, %s, %s, %s)
-                            ON CONFLICT (source, path_lower) DO UPDATE SET
-                                object_id = CASE
-                                    WHEN file_listings.status = 'collected' THEN file_listings.object_id
-                                    ELSE EXCLUDED.object_id
-                                END,
-                                status = CASE
-                                    WHEN file_listings.status = 'collected' THEN file_listings.status
-                                    ELSE EXCLUDED.status
-                                END,
-                                updated_at = CURRENT_TIMESTAMP
-                        """
+                query = """
+                    INSERT INTO file_listings (source, path, object_id, status)
+                    VALUES ($1, $2, $3, $4)
+                    ON CONFLICT (source, path_lower) DO UPDATE SET
+                        object_id = CASE
+                            WHEN file_listings.status = 'collected' THEN file_listings.object_id
+                            ELSE EXCLUDED.object_id
+                        END,
+                        status = CASE
+                            WHEN file_listings.status = 'collected' THEN file_listings.status
+                            ELSE EXCLUDED.status
+                        END,
+                        updated_at = CURRENT_TIMESTAMP
+                """
 
-                        cur.execute(query, (source, path, object_id, status.value))
-                        conn.commit()
+                conn = await asyncpg.connect(self.connection_string)
+                try:
+                    await conn.execute(query, source, path, object_id, status.value)
 
-                        logger.debug(
-                            "Added/updated file listing",
-                            source=source,
-                            path=path,
-                            status=status.value,
-                            object_id=object_id,
-                        )
-                        return True
+                    logger.debug(
+                        "Added/updated file listing",
+                        source=source,
+                        path=path,
+                        status=status.value,
+                        object_id=object_id,
+                    )
+                    return True
+
+                finally:
+                    await conn.close()
 
             except Exception as e:
                 logger.exception(
                     "Error adding file listing", source=source, path=path, status=status.value, error=str(e)
                 )
                 return False
-            finally:
-                conn.close()
 
         return False
 
-    def add_file_linking(self, source: str, file_path_1: str, file_path_2: str, link_type: str | None = None) -> bool:
+    async def add_file_linking(self, source: str, file_path_1: str, file_path_2: str, link_type: str | None = None) -> bool:
         """
         Add relationship between two files in file_linkings table.
 
@@ -94,30 +94,29 @@ class FileLinkingDatabaseService:
         """
         if source and file_path_1 and file_path_2:
             try:
-                with psycopg.connect(self.connection_string) as conn:
-                    with conn.cursor() as cur:
-                        query = """
-                            INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
-                            VALUES (%s, %s, %s, %s)
-                            ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
-                                link_type = EXCLUDED.link_type,
-                                updated_at = CURRENT_TIMESTAMP
-                        """
+                query = """
+                    INSERT INTO file_linkings (source, file_path_1, file_path_2, link_type)
+                    VALUES ($1, $2, $3, $4)
+                    ON CONFLICT (source, file_path_1, file_path_2) DO UPDATE SET
+                        link_type = EXCLUDED.link_type,
+                        updated_at = CURRENT_TIMESTAMP
+                """
 
-                        cur.execute(
-                            query,
-                            (source, file_path_1, file_path_2, link_type),
-                        )
-                        conn.commit()
+                conn = await asyncpg.connect(self.connection_string)
+                try:
+                    await conn.execute(query, source, file_path_1, file_path_2, link_type)
 
-                        logger.debug(
-                            "Added file linking",
-                            source=source,
-                            file_path_1=file_path_1,
-                            file_path_2=file_path_2,
-                            link_type=link_type,
-                        )
-                        return True
+                    logger.debug(
+                        "Added file linking",
+                        source=source,
+                        file_path_1=file_path_1,
+                        file_path_2=file_path_2,
+                        link_type=link_type,
+                    )
+                    return True
+
+                finally:
+                    await conn.close()
 
             except Exception as e:
                 logger.exception(
@@ -128,3 +127,199 @@ class FileLinkingDatabaseService:
                     error=str(e),
                 )
                 return False
+
+        return False
+
+    async def get_placeholder_entries(self, source: str) -> list[dict]:
+        """
+        Query entries containing any known placeholders for a given source.
+
+        Dynamically reads the PLACEHOLDERS registry to build the query.
+
+        Args:
+            source: Source identifier
+
+        Returns:
+            List of dicts with 'table_name' and 'path' keys
+
+        Example:
+            [
+                {'table_name': 'file_listings', 'path': '/C:/Users/<WINDOWS_USERNAME>/...'},
+                {'table_name': 'file_linkings', 'path': '/C:/Users/<WINDOWS_SECURITY_IDENTIFIER>/...'}
+            ]
+        """
+        try:
+            # Import PLACEHOLDERS dynamically to avoid circular dependency
+            from .placeholder_resolver import PLACEHOLDERS
+
+            if not PLACEHOLDERS:
+                return []
+
+            # Build LIKE conditions from PLACEHOLDERS array for each table
+            placeholder_conditions_listings = " OR ".join([f"file_listings.path LIKE '%{p.name}%'" for p in PLACEHOLDERS])
+            placeholder_conditions_linkings = " OR ".join([f"file_linkings.file_path_2 LIKE '%{p.name}%'" for p in PLACEHOLDERS])
+
+            query = f"""
+                SELECT 'file_listings' as table_name, path
+                FROM file_listings
+                WHERE source = $1 AND ({placeholder_conditions_listings})
+                UNION
+                SELECT 'file_linkings' as table_name, file_path_2 as path
+                FROM file_linkings
+                WHERE source = $1 AND ({placeholder_conditions_linkings})
+            """
+
+            # Use asyncpg for async operations
+            conn = await asyncpg.connect(self.connection_string)
+            try:
+                rows = await conn.fetch(query, source)
+                results = [{"table_name": row["table_name"], "path": row["path"]} for row in rows]
+
+                logger.debug(
+                    "Queried placeholder entries",
+                    source=source,
+                    count=len(results),
+                )
+                return results
+
+            finally:
+                await conn.close()
+
+        except Exception as e:
+            logger.exception("Error querying placeholder entries", source=source, error=str(e))
+            return []
+
+    async def get_collected_files(self, source: str) -> list[str]:
+        """
+        Get all file paths that have been collected for a given source.
+
+        Used for backward resolution to check if a real file exists
+        before inserting a placeholder path.
+
+        Args:
+            source: Source identifier
+
+        Returns:
+            List of file paths with status='collected'
+        """
+        try:
+            query = """
+                SELECT DISTINCT path
+                FROM file_listings
+                WHERE source = $1
+                AND status = 'collected'
+                AND object_id IS NOT NULL
+            """
+
+            conn = await asyncpg.connect(self.connection_string)
+            try:
+                rows = await conn.fetch(query, source)
+                paths = [row["path"] for row in rows]
+
+                logger.debug(
+                    "Queried collected files",
+                    source=source,
+                    count=len(paths),
+                )
+                return paths
+
+            finally:
+                await conn.close()
+
+        except Exception as e:
+            logger.exception("Error querying collected files", source=source, error=str(e))
+            return []
+
+    async def update_file_listing_path(self, source: str, old_path: str, new_path: str) -> bool:
+        """
+        Update path in file_listings table.
+
+        Used to replace placeholder paths with resolved real paths.
+
+        Args:
+            source: Source identifier
+            old_path: Current path (with placeholders)
+            new_path: New path (resolved)
+
+        Returns:
+            bool: True if successful, False otherwise
+        """
+        try:
+            query = """
+                UPDATE file_listings
+                SET path = $3, updated_at = CURRENT_TIMESTAMP
+                WHERE source = $1 AND LOWER(path) = LOWER($2)
+            """
+
+            conn = await asyncpg.connect(self.connection_string)
+            try:
+                result = await conn.execute(query, source, old_path, new_path)
+
+                logger.info(
+                    "Updated file listing path",
+                    source=source,
+                    old_path=old_path,
+                    new_path=new_path,
+                    result=result,
+                )
+                return True
+
+            finally:
+                await conn.close()
+
+        except Exception as e:
+            logger.exception(
+                "Error updating file listing path",
+                source=source,
+                old_path=old_path,
+                new_path=new_path,
+                error=str(e),
+            )
+            return False
+
+    async def update_file_linking_path(self, source: str, old_path: str, new_path: str) -> bool:
+        """
+        Update file_path_2 in file_linkings table.
+
+        Used to replace placeholder paths with resolved real paths.
+
+        Args:
+            source: Source identifier
+            old_path: Current path (with placeholders)
+            new_path: New path (resolved)
+
+        Returns:
+            bool: True if successful, False otherwise
+        """
+        try:
+            query = """
+                UPDATE file_linkings
+                SET file_path_2 = $3, updated_at = CURRENT_TIMESTAMP
+                WHERE source = $1 AND LOWER(file_path_2) = LOWER($2)
+            """
+
+            conn = await asyncpg.connect(self.connection_string)
+            try:
+                result = await conn.execute(query, source, old_path, new_path)
+
+                logger.info(
+                    "Updated file linking path",
+                    source=source,
+                    old_path=old_path,
+                    new_path=new_path,
+                    result=result,
+                )
+                return True
+
+            finally:
+                await conn.close()
+
+        except Exception as e:
+            logger.exception(
+                "Error updating file linking path",
+                source=source,
+                old_path=old_path,
+                new_path=new_path,
+                error=str(e),
+            )
+            return False
diff --git a/libs/file_linking/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
index c4cceec..530e8d3 100644
--- a/libs/file_linking/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -13,7 +13,7 @@ from .rules_engine import FileLinkingEngine
 logger = get_logger(__name__)
 
 
-def add_file_linkings(
+async def add_file_linkings(
     source: str,
     source_file_path: str,
     linked_file_paths: list[str],
@@ -46,7 +46,7 @@ def add_file_linkings(
             "C:\\Windows\\System32\\advapi32.dll"
         ]
 
-        add_file_linkings(
+        await add_file_linkings(
             source="agent123",
             source_file_path="C:\\malware\\sample.exe",
             linked_file_paths=linked_paths,
@@ -59,16 +59,13 @@ def add_file_linkings(
         file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
     except Exception as e:
         logger.exception(e, "[add_file_linkings]")
-
-    if not file_linking_engine:
-        logger.error("[add_file_linkings] File linking engine not initialized")
         return 0
 
     if not linked_file_paths:
         return 0
 
     try:
-        return file_linking_engine.add_programmatic_linking(
+        return await file_linking_engine.add_programmatic_linking(
             source=source,
             source_file_path=source_file_path,
             linked_file_paths=linked_file_paths,
@@ -88,12 +85,14 @@ def add_file_linkings(
         return 0
 
 
-def add_file_linking(
+async def add_file_linking(
     source: str, source_file_path: str, linked_file_path: str, link_type: str, collection_reason: str | None = None
 ) -> bool:
     """
     Add a single file linking (convenience function).
 
+    Uses FileLinkingEngine.add_programmatic_linking() which handles placeholder resolution.
+
     Args:
         source: Source identifier
         source_file_path: Path of the source file
@@ -105,7 +104,7 @@ def add_file_linking(
         bool: True if successful, False otherwise
     """
     return (
-        add_file_linkings(
+        await add_file_linkings(
             source=source,
             source_file_path=source_file_path,
             linked_file_paths=[linked_file_path],
diff --git a/libs/file_linking/file_linking/placeholder_resolver.py b/libs/file_linking/file_linking/placeholder_resolver.py
new file mode 100644
index 0000000..5f26ded
--- /dev/null
+++ b/libs/file_linking/file_linking/placeholder_resolver.py
@@ -0,0 +1,307 @@
+"""
+Placeholder resolution for file paths in file_listings and file_linkings tables.
+
+Provides bidirectional resolution between placeholder paths (e.g., containing <WINDOWS_USERNAME>)
+and real file paths, handling files arriving in any order.
+"""
+
+import re
+from dataclasses import dataclass
+
+from common.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+@dataclass
+class PlaceholderDefinition:
+    """Definition of a placeholder with its regex pattern."""
+
+    name: str  # e.g., '<WINDOWS_USERNAME>'
+    pattern: str  # Regex pattern with capture group
+    description: str
+
+
+# Registry of known placeholders - single source of truth
+# Add new placeholders here to automatically support them throughout the system
+PLACEHOLDERS = [
+    PlaceholderDefinition(
+        name="<WINDOWS_USERNAME>",
+        pattern=r'([^"\\/\[\]:;|=,+*?<>]+)',
+        description="Windows username (excludes forbidden characters)",
+    ),
+    PlaceholderDefinition(
+        name="<WINDOWS_SECURITY_IDENTIFIER>",
+        pattern=r"(S-1-5-(?:18|19|20|21-\d+-\d+-\d+-\d+))",
+        description="Windows SID (supports user and system SIDs)",
+    ),
+]
+
+
+class PlaceholderResolver:
+    """
+    Resolves placeholders in file paths bidirectionally.
+
+    Supports two resolution modes:
+    1. Forward: Real file arrives → update existing placeholder entries
+    2. Backward: Placeholder path needed → check if real file already exists
+    """
+
+    def __init__(self, db_service):
+        """
+        Initialize the placeholder resolver.
+
+        Args:
+            db_service: FileLinkingDatabaseService instance for database operations
+        """
+        self.db_service = db_service
+
+    def _convert_placeholder_to_regex(self, template_path: str) -> re.Pattern | None:
+        """
+        Convert a placeholder template path to a compiled regex pattern.
+
+        Replaces each placeholder with its regex pattern and escapes special characters.
+        Handles both full paths and bare filenames.
+
+        Args:
+            template_path: Path containing placeholders (e.g., '/C:/Users/<WINDOWS_USERNAME>/...')
+
+        Returns:
+            Compiled case-insensitive regex pattern, or None if no placeholders found
+
+        Example:
+            Input:  '/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/file.txt'
+            Output: Pattern matching '/C:/Users/john.doe/AppData/Roaming/file.txt' (case-insensitive)
+        """
+        if not template_path or ("<" not in template_path and ">" not in template_path):
+            return None
+
+        # Start with the template path
+        regex_str = template_path
+
+        # Track which placeholders we're replacing
+        found_placeholders = []
+
+        # Replace each placeholder with its regex pattern
+        for placeholder_def in PLACEHOLDERS:
+            if placeholder_def.name in regex_str:
+                regex_str = regex_str.replace(placeholder_def.name, placeholder_def.pattern)
+                found_placeholders.append(placeholder_def.name)
+
+        if not found_placeholders:
+            return None
+
+        # Escape special regex characters, but preserve our capture groups
+        # First, temporarily replace capture groups with placeholders
+        group_placeholder = "###CAPTURE_GROUP_{}###"
+        group_count = 0
+        temp_str = regex_str
+
+        # Extract and protect capture groups
+        capture_groups = []
+        while "(" in temp_str:
+            start = temp_str.find("(")
+            depth = 1
+            i = start + 1
+            while i < len(temp_str) and depth > 0:
+                if temp_str[i] == "(":
+                    depth += 1
+                elif temp_str[i] == ")":
+                    depth -= 1
+                i += 1
+
+            if depth == 0:
+                capture_group = temp_str[start:i]
+                capture_groups.append(capture_group)
+                temp_str = temp_str[:start] + group_placeholder.format(group_count) + temp_str[i:]
+                group_count += 1
+            else:
+                break
+
+        # Escape regex special characters in the non-capture-group parts
+        temp_str = re.escape(temp_str)
+
+        # Restore capture groups
+        for i, capture_group in enumerate(capture_groups):
+            temp_str = temp_str.replace(re.escape(group_placeholder.format(i)), capture_group)
+
+        # Compile with case-insensitive flag for Windows paths
+        try:
+            pattern = re.compile(temp_str, re.IGNORECASE)
+            logger.debug(
+                "Converted placeholder template to regex",
+                template=template_path,
+                placeholders=found_placeholders,
+            )
+            return pattern
+        except re.error as e:
+            logger.warning("Failed to compile regex pattern", template=template_path, error=str(e))
+            return None
+
+    def _replace_placeholders_with_captures(self, template_path: str, match: re.Match) -> str:
+        """
+        Replace placeholders in template with captured values from regex match.
+
+        Args:
+            template_path: Original path with placeholders
+            match: Regex match object with captured groups
+
+        Returns:
+            Path with placeholders replaced by actual values
+
+        Example:
+            Input:  template='/C:/Users/<WINDOWS_USERNAME>/file.txt', match with group='john.doe'
+            Output: '/C:/Users/john.doe/file.txt'
+        """
+        result = template_path
+        captured_values = match.groups()
+
+        if not captured_values:
+            return template_path
+
+        # Replace placeholders in order with captured values
+        group_index = 0
+        for placeholder_def in PLACEHOLDERS:
+            if placeholder_def.name in result and group_index < len(captured_values):
+                captured_value = captured_values[group_index]
+                result = result.replace(placeholder_def.name, captured_value)
+                group_index += 1
+                logger.debug(
+                    "Replaced placeholder",
+                    placeholder=placeholder_def.name,
+                    value=captured_value,
+                )
+
+        return result
+
+    async def resolve_placeholders_for_file(self, file_path: str, source: str) -> int:
+        """
+        Forward resolution: Match a real file against placeholder entries and update them.
+
+        Called when a real file arrives to resolve any existing placeholder entries
+        that match this file's path.
+
+        Args:
+            file_path: Real file path that was just collected
+            source: Source identifier
+
+        Returns:
+            Number of placeholder entries resolved
+
+        Example:
+            Placeholder entry: '/C:/Users/<WINDOWS_USERNAME>/AppData/.../abc123'
+            Real file arrives: '/C:/Users/john.doe/AppData/.../abc123'
+            → Updates placeholder entry to use real path
+        """
+        if not file_path or not source:
+            return 0
+
+        # Query for placeholder entries for this source
+        placeholder_entries = await self.db_service.get_placeholder_entries(source)
+
+        if not placeholder_entries:
+            logger.debug("No placeholder entries found for source", source=source)
+            return 0
+
+        resolved_count = 0
+
+        for entry in placeholder_entries:
+            table_name = entry["table_name"]
+            placeholder_path = entry["path"]
+
+            # Convert placeholder path to regex
+            pattern = self._convert_placeholder_to_regex(placeholder_path)
+            if not pattern:
+                continue
+
+            # Try to match against the real file path
+            match = pattern.match(file_path)
+
+            if match:
+                # Resolve the placeholder path using captured values
+                resolved_path = self._replace_placeholders_with_captures(placeholder_path, match)
+
+                logger.info(
+                    "Matched placeholder entry with real file",
+                    placeholder_path=placeholder_path,
+                    real_path=file_path,
+                    resolved_path=resolved_path,
+                    table=table_name,
+                    source=source,
+                )
+
+                # Update the database
+                if table_name == "file_listings":
+                    await self.db_service.update_file_listing_path(source, placeholder_path, resolved_path)
+                elif table_name == "file_linkings":
+                    await self.db_service.update_file_linking_path(source, placeholder_path, resolved_path)
+
+                resolved_count += 1
+
+        if resolved_count > 0:
+            logger.info(
+                "Resolved placeholder entries",
+                file_path=file_path,
+                source=source,
+                count=resolved_count,
+            )
+
+        return resolved_count
+
+    async def try_resolve_placeholder_path(self, source: str, placeholder_path: str) -> str | None:
+        """
+        Backward resolution: Try to find a real file that matches a placeholder path.
+
+        Called before inserting a new placeholder path to check if a matching
+        real file already exists.
+
+        Args:
+            source: Source identifier
+            placeholder_path: Path containing placeholders
+
+        Returns:
+            Real file path if match found, None otherwise
+
+        Example:
+            Placeholder needed: '/C:/Users/<WINDOWS_USERNAME>/AppData/.../abc123'
+            Real file exists:   '/C:/Users/john.doe/AppData/.../abc123'
+            → Returns the real path instead of creating placeholder entry
+        """
+        if not placeholder_path or not source:
+            return None
+
+        # Only process if path contains placeholders
+        if "<" not in placeholder_path or ">" not in placeholder_path:
+            return None
+
+        # Convert placeholder path to regex pattern
+        pattern = self._convert_placeholder_to_regex(placeholder_path)
+        if not pattern:
+            return None
+
+        # Get all collected files for this source
+        collected_files = await self.db_service.get_collected_files(source)
+
+        if not collected_files:
+            logger.debug("No collected files found for backward resolution", source=source)
+            return None
+
+        # Try to match each collected file against the placeholder pattern
+        for real_path in collected_files:
+            match = pattern.match(real_path)
+
+            if match:
+                logger.info(
+                    "Found existing file matching placeholder path (backward resolution)",
+                    placeholder_path=placeholder_path,
+                    real_path=real_path,
+                    source=source,
+                )
+                return real_path
+
+        logger.debug(
+            "No existing file matches placeholder path",
+            placeholder_path=placeholder_path,
+            source=source,
+        )
+        return None
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index f4ecd75..1a5e51f 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -16,6 +16,7 @@ from common.logger import get_logger
 from common.models import FileEnriched
 
 from .database_service import FileLinkingDatabaseService, FileListingStatus
+from .placeholder_resolver import PlaceholderResolver
 
 logger = get_logger(__name__)
 
@@ -61,6 +62,7 @@ class FileLinkingEngine:
 
     def __init__(self, postgres_connection_string: str, rules_dir: str | None = None):
         self.db_service = FileLinkingDatabaseService(postgres_connection_string)
+        self.placeholder_resolver = PlaceholderResolver(self.db_service)
         self.rules: list[LinkingRule] = []
 
         if rules_dir is None:
@@ -163,6 +165,100 @@ class FileLinkingEngine:
 
         return True
 
+    async def _resolve_backward(self, source: str, linked_path: str) -> tuple[str, FileListingStatus]:
+        """
+        Perform backward resolution: check if a placeholder path has a matching real file.
+
+        Args:
+            source: Source identifier
+            linked_path: Path that may contain placeholders
+
+        Returns:
+            Tuple of (resolved_path, status) where:
+            - resolved_path: The real path if found, otherwise the original linked_path
+            - status: COLLECTED if resolved, NEEDS_TO_BE_COLLECTED otherwise
+        """
+        status = FileListingStatus.NEEDS_TO_BE_COLLECTED
+        final_path = linked_path
+
+        if "<" in linked_path and ">" in linked_path:
+            try:
+                resolved_path = await self.placeholder_resolver.try_resolve_placeholder_path(source, linked_path)
+                if resolved_path:
+                    logger.info(
+                        "Backward resolution: found existing file for placeholder",
+                        placeholder_path=linked_path,
+                        real_path=resolved_path,
+                        source=source,
+                    )
+                    final_path = resolved_path
+                    status = FileListingStatus.COLLECTED
+            except Exception as e:
+                logger.warning(
+                    "Error in backward placeholder resolution",
+                    linked_path=linked_path,
+                    source=source,
+                    error=str(e),
+                )
+
+        return final_path, status
+
+    async def _resolve_forward_for_table(
+        self, source: str, real_path: str, table_name: str
+    ) -> None:
+        """
+        Perform forward resolution for a specific table: check if a real path matches placeholders.
+
+        Resolves ALL matching placeholders, not just the first one.
+
+        Args:
+            source: Source identifier
+            real_path: The real file path (no placeholders)
+            table_name: Either "file_listings" or "file_linkings"
+        """
+        if "<" in real_path and ">" in real_path:
+            # This is a placeholder, not a real path, skip forward resolution
+            return
+
+        try:
+            placeholder_entries = await self.db_service.get_placeholder_entries(source)
+
+            for entry in placeholder_entries:
+                if entry["table_name"] != table_name:
+                    continue
+
+                placeholder_path = entry["path"]
+
+                # Convert placeholder to regex and try to match
+                pattern = self.placeholder_resolver._convert_placeholder_to_regex(placeholder_path)
+                if pattern and pattern.match(real_path):
+                    # This real path matches an existing placeholder
+                    resolved_path = self.placeholder_resolver._replace_placeholders_with_captures(
+                        placeholder_path, pattern.match(real_path)
+                    )
+
+                    logger.info(
+                        f"Forward resolution matched placeholder in {table_name}",
+                        placeholder_path=placeholder_path,
+                        real_path=real_path,
+                        source=source,
+                    )
+
+                    # Update the placeholder in the appropriate table
+                    if table_name == "file_listings":
+                        await self.db_service.update_file_listing_path(source, placeholder_path, resolved_path)
+                    elif table_name == "file_linkings":
+                        await self.db_service.update_file_linking_path(source, placeholder_path, resolved_path)
+                    # Continue checking other placeholders (no break)
+
+        except Exception as e:
+            logger.warning(
+                f"Error in forward placeholder resolution for {table_name}",
+                real_path=real_path,
+                source=source,
+                error=str(e),
+            )
+
     def _expand_path_template(self, template: str, file_path: str) -> str:
         """Expand a path template with file-specific values."""
 
@@ -194,14 +290,18 @@ class FileLinkingEngine:
 
         return expanded
 
-    def process_file(self, file_enriched: FileEnriched) -> int:
+    async def apply_linking_rules(self, file_enriched: FileEnriched) -> int:
         """
-        Process an enriched file through the rules engine to identify and link related files.
+        Apply YAML-based linking rules to an enriched file.
 
         Evaluates the file against all loaded rule triggers. When a match is found,
         expands path templates to identify related files, marks them for collection,
         and creates linkings between the source file and related files.
 
+        Also performs bidirectional placeholder resolution:
+        - Forward: resolves existing placeholder entries using this real file
+        - Backward: checks if placeholder paths already have matching real files
+
         Args:
             file_enriched: File data from files_enriched table
 
@@ -223,15 +323,23 @@ class FileLinkingEngine:
             f"Processing file: {file_path}, source: {source}, file_enriched: {list(file_enriched.model_dump().keys())}"
         )
 
-        # Mark the current file as collected (save for two commonly derived files)
-        if not file_path.endswith("/strings.txt") and not file_path.endswith("/decompiled.zip"):
-            self.db_service.add_file_listing(
-                source=source,
-                path=file_path,
-                status=FileListingStatus.COLLECTED,
-                object_id=file_enriched.object_id,
-            )
-            logger.debug("Adding file listing (collected)", file_path=file_path, source=source)
+        # Skip marking these commonly derived files as collected
+        if file_path.endswith("/strings.txt") or file_path.endswith("/decompiled.zip"):
+            return
+
+        # Forward resolution: Try to resolve existing placeholder entries with this real file
+        # IMPORTANT: Do this BEFORE add_file_listing so the placeholder gets updated first,
+        # then add_file_listing will find the updated row and not create a duplicate
+        await self._resolve_forward_for_table(source, file_path, "file_listings")
+        await self._resolve_forward_for_table(source, file_path, "file_linkings")
+
+        await self.db_service.add_file_listing(
+            source=source,
+            path=file_path,
+            status=FileListingStatus.COLLECTED,
+            object_id=file_enriched.object_id,
+        )
+        logger.debug("Adding file listing (collected)", file_path=file_path, source=source)
 
         # Process each rule
         for rule in self.rules:
@@ -246,16 +354,20 @@ class FileLinkingEngine:
                             for template in linked_file.path_templates:
                                 linked_path = self._expand_path_template(template, file_enriched.path)
 
+                                # Backward resolution: If linked_path contains placeholders,
+                                # check if a matching real file already exists
+                                linked_path, status = await self._resolve_backward(source, linked_path)
+
                                 # Add file listing
-                                self.db_service.add_file_listing(
+                                await self.db_service.add_file_listing(
                                     source=source,
                                     path=linked_path,
-                                    status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
+                                    status=status,
                                 )
 
                                 # Add file linking
                                 link_type = f"{rule.category}:{linked_file.name}"
-                                self.db_service.add_file_linking(
+                                await self.db_service.add_file_linking(
                                     source=source,
                                     file_path_1=file_path,
                                     file_path_2=linked_path,
@@ -284,7 +396,7 @@ class FileLinkingEngine:
 
         return linkings_created
 
-    def add_programmatic_linking(
+    async def add_programmatic_linking(
         self,
         source: str,
         source_file_path: str,
@@ -295,6 +407,10 @@ class FileLinkingEngine:
         """
         Add file linkings programmatically (called by enrichment modules).
 
+        Performs bidirectional placeholder resolution:
+        - If linked_path has placeholders: checks if real file exists (backward resolution)
+        - If linked_path is real: checks if placeholder exists and resolves it (forward resolution)
+
         Args:
             source: Source identifier
             source_file_path: Path of the file that triggered the linking
@@ -308,22 +424,31 @@ class FileLinkingEngine:
         linkings_created = 0
 
         for linked_path in linked_file_paths:
+            # Backward resolution: If linked_path contains placeholders,
+            # check if a matching real file already exists in file_listings
+            final_linked_path, status = await self._resolve_backward(source, linked_path)
+
+            # Forward resolution: If linked_path is a real path,
+            # check if placeholders exist that match it, and resolve them
+            await self._resolve_forward_for_table(source, final_linked_path, "file_linkings")
+            await self._resolve_forward_for_table(source, final_linked_path, "file_listings")
+
             # Add file listing
-            self.db_service.add_file_listing(
+            await self.db_service.add_file_listing(
                 source=source,
-                path=linked_path,
-                status=FileListingStatus.NEEDS_TO_BE_COLLECTED,
+                path=final_linked_path,
+                status=status,
             )
 
             # Add file linking
-            full_link_type = link_type  # f"programmatic:{link_type}"
+            full_link_type = link_type
             if collection_reason:
                 full_link_type += f":{collection_reason}"
 
-            self.db_service.add_file_linking(
+            await self.db_service.add_file_linking(
                 source=source,
                 file_path_1=source_file_path,
-                file_path_2=linked_path,
+                file_path_2=final_linked_path,
                 link_type=full_link_type,
             )
 
@@ -332,19 +457,9 @@ class FileLinkingEngine:
             logger.debug(
                 "Created programmatic file linking",
                 source_path=source_file_path,
-                linked_path=linked_path,
+                linked_path=final_linked_path,
                 link_type=full_link_type,
             )
 
-
-
-        if linkings_created > 0:
-            logger.info(
-                "Created programmatic file linkings",
-                source_file_path=source_file_path,
-                linkings_created=linkings_created,
-                link_type=link_type,
-            )
-
         return linkings_created
 
diff --git a/libs/file_linking/poetry.lock b/libs/file_linking/poetry.lock
index 828f02a..c1a959e 100644
--- a/libs/file_linking/poetry.lock
+++ b/libs/file_linking/poetry.lock
@@ -259,6 +259,70 @@ cffi = [
     {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
 ]
 
+[[package]]
+name = "asyncpg"
+version = "0.30.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
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+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3479a0d9a852c7c84e822c073622baca862d1217b10a02dd57ee4a7a081f708"},
+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26683d3b9a62836fad771a18ecf4659a30f348a561279d6227dab96182f46144"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1b982daf2441a0ed314bd10817f1606f1c28b1136abd9e4f11335358c2c631cb"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1c06a3a50d014b303e5f6fc1e5f95eb28d2cee89cf58384b700da621e5d5e547"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win32.whl", hash = "sha256:1b11a555a198b08f5c4baa8f8231c74a366d190755aa4f99aacec5970afe929a"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win_amd64.whl", hash = "sha256:8b684a3c858a83cd876f05958823b68e8d14ec01bb0c0d14a6704c5bf9711773"},
+    {file = "asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
+gssauth = ["gssapi", "sspilib"]
+test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "attrs"
 version = "25.4.0"
@@ -386,7 +450,7 @@ version = "0.4.6"
 description = "Cross-platform colored terminal text."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
-groups = ["dev"]
+groups = ["main", "dev"]
 markers = "sys_platform == \"win32\""
 files = [
     {file = "colorama-0.4.6-py2.py3-none-any.whl", hash = "sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6"},
@@ -728,7 +792,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -915,7 +979,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -927,7 +991,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -1408,7 +1472,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -1423,7 +1487,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -1445,7 +1509,7 @@ version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
     {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
@@ -1846,4 +1910,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "e930242650b628f83c99e53b6215d93e04b90a6b6a5686d93170c4bf9d92abfc"
+content-hash = "fbc7ba4fa5166b82cf3ede942b9a1a0fd4b5d44ef2d71385c785c935269616dd"
diff --git a/libs/file_linking/pyproject.toml b/libs/file_linking/pyproject.toml
index 5d74084..f4fcea7 100644
--- a/libs/file_linking/pyproject.toml
+++ b/libs/file_linking/pyproject.toml
@@ -8,10 +8,12 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = ">=3.12,<4.0"
 psycopg = {extras = ["binary"], version = ">=3.0.0,<4.0.0"}
+asyncpg = "^0.30.0"
 dapr = "1.16.0"
 structlog = ">=20.0.0,<30.0.0"
 common = { path = "../common", develop = true }
 pyyaml = "^6.0.3"
+pytest-asyncio = "^1.2.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/file_linking/tests/test_placeholder_resolver.py b/libs/file_linking/tests/test_placeholder_resolver.py
new file mode 100644
index 0000000..17c5ebc
--- /dev/null
+++ b/libs/file_linking/tests/test_placeholder_resolver.py
@@ -0,0 +1,325 @@
+"""Tests for the placeholder resolver."""
+
+import re
+from unittest.mock import AsyncMock, MagicMock
+
+import pytest
+from file_linking.placeholder_resolver import (
+    PLACEHOLDERS,
+    PlaceholderDefinition,
+    PlaceholderResolver,
+)
+
+
+class TestPlaceholderDefinition:
+    """Tests for PlaceholderDefinition dataclass."""
+
+    def test_placeholder_definition_creation(self):
+        """Test creating a PlaceholderDefinition."""
+        placeholder = PlaceholderDefinition(name="<TEST>", pattern=r"([a-z]+)", description="Test placeholder")
+
+        assert placeholder.name == "<TEST>"
+        assert placeholder.pattern == r"([a-z]+)"
+        assert placeholder.description == "Test placeholder"
+
+
+class TestPlaceholdersRegistry:
+    """Tests for the PLACEHOLDERS registry."""
+
+    def test_placeholders_registry_exists(self):
+        """Test that PLACEHOLDERS registry is defined."""
+        assert PLACEHOLDERS is not None
+        assert isinstance(PLACEHOLDERS, list)
+        assert len(PLACEHOLDERS) >= 2  # At least USERNAME and SID
+
+    def test_placeholders_have_required_fields(self):
+        """Test that all placeholders have required fields."""
+        for placeholder in PLACEHOLDERS:
+            assert placeholder.name
+            assert placeholder.pattern
+            assert placeholder.description
+            assert placeholder.name.startswith("<")
+            assert placeholder.name.endswith(">")
+
+    def test_windows_username_placeholder(self):
+        """Test that WINDOWS_USERNAME placeholder is defined correctly."""
+        username_placeholder = next((p for p in PLACEHOLDERS if "USERNAME" in p.name), None)
+        assert username_placeholder is not None
+        assert username_placeholder.name == "<WINDOWS_USERNAME>"
+        # Test pattern matches valid usernames
+        pattern = re.compile(username_placeholder.pattern)
+        assert pattern.match("john.doe")
+        assert pattern.match("administrator")
+        assert pattern.match("user123")
+
+    def test_windows_sid_placeholder(self):
+        """Test that WINDOWS_SECURITY_IDENTIFIER placeholder is defined correctly."""
+        sid_placeholder = next((p for p in PLACEHOLDERS if "SECURITY_IDENTIFIER" in p.name), None)
+        assert sid_placeholder is not None
+        assert sid_placeholder.name == "<WINDOWS_SECURITY_IDENTIFIER>"
+        # Test pattern matches valid SIDs
+        pattern = re.compile(sid_placeholder.pattern)
+        assert pattern.match("S-1-5-21-1234567890-1234567890-1234567890-1000")
+        assert pattern.match("S-1-5-18")  # SYSTEM
+        assert pattern.match("S-1-5-19")  # LOCAL SERVICE
+        assert pattern.match("S-1-5-20")  # NETWORK SERVICE
+
+
+class TestConvertPlaceholderToRegex:
+    """Tests for _convert_placeholder_to_regex method."""
+
+    def setup_method(self):
+        """Setup test fixtures."""
+        self.db_service = MagicMock()
+        self.resolver = PlaceholderResolver(self.db_service)
+
+    def test_convert_single_placeholder(self):
+        """Test converting a template with a single placeholder."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+
+        assert pattern is not None
+        assert pattern.match("/C:/Users/john.doe/AppData/file.txt")
+        assert pattern.match("/C:/Users/administrator/AppData/file.txt")
+        assert not pattern.match("/C:/Users/AppData/file.txt")  # Missing username
+
+    def test_convert_multiple_placeholders(self):
+        """Test converting a template with multiple placeholders."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/abc123"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+
+        assert pattern is not None
+        assert pattern.match(
+            "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-1234567890-1234567890-1234567890-1000/abc123"
+        )
+
+    def test_convert_case_insensitive(self):
+        """Test that pattern matching is case-insensitive."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+
+        assert pattern is not None
+        # Test different case variations
+        assert pattern.match("/C:/Users/john.doe/AppData/file.txt")
+        assert pattern.match("/c:/users/john.doe/appdata/file.txt")
+        assert pattern.match("/C:/USERS/JOHN.DOE/APPDATA/FILE.TXT")
+
+    def test_convert_escape_special_chars(self):
+        """Test that regex special characters are properly escaped."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/Local/file.txt"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+
+        assert pattern is not None
+        # Periods should be escaped
+        assert pattern.match("/C:/Users/john.doe/AppData/Local/file.txt")
+        # Should not match without proper extension due to escaped period
+        assert not pattern.match("/C:/Users/john.doe/AppData/Local/fileXtxt")
+
+    def test_convert_no_placeholders(self):
+        """Test converting a template with no placeholders returns None."""
+        template = "/C:/Users/john.doe/AppData/file.txt"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+
+        assert pattern is None
+
+    def test_convert_empty_string(self):
+        """Test converting an empty string returns None."""
+        pattern = self.resolver._convert_placeholder_to_regex("")
+
+        assert pattern is None
+
+
+class TestReplacePlaceholdersWithCaptures:
+    """Tests for _replace_placeholders_with_captures method."""
+
+    def setup_method(self):
+        """Setup test fixtures."""
+        self.db_service = MagicMock()
+        self.resolver = PlaceholderResolver(self.db_service)
+
+    def test_replace_username_placeholder(self):
+        """Test replacing USERNAME placeholder with captured value."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+        assert pattern is not None
+        match = pattern.match("/C:/Users/john.doe/AppData/file.txt")
+        assert match is not None
+
+        result = self.resolver._replace_placeholders_with_captures(template, match)
+
+        assert result == "/C:/Users/john.doe/AppData/file.txt"
+
+    def test_replace_sid_placeholder(self):
+        """Test replacing SID placeholder with captured value."""
+        template = "/C:/Windows/System32/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/abc123"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+        assert pattern is not None
+        match = pattern.match("/C:/Windows/System32/Microsoft/Protect/S-1-5-18/abc123")
+        assert match is not None
+
+        result = self.resolver._replace_placeholders_with_captures(template, match)
+
+        assert result == "/C:/Windows/System32/Microsoft/Protect/S-1-5-18/abc123"
+
+    def test_replace_multiple_placeholders(self):
+        """Test replacing multiple placeholders in the same path."""
+        template = "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/abc123"
+        pattern = self.resolver._convert_placeholder_to_regex(template)
+        assert pattern is not None
+        match = pattern.match(
+            "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-1234567890-1234567890-1234567890-1000/abc123"
+        )
+        assert match is not None
+
+        result = self.resolver._replace_placeholders_with_captures(template, match)
+
+        expected = (
+            "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-1234567890-1234567890-1234567890-1000/abc123"
+        )
+        assert result == expected
+
+
+
+@pytest.mark.asyncio
+class TestTryResolvePlaceholderPath:
+    """Tests for try_resolve_placeholder_path method (backward resolution)."""
+
+    def setup_method(self):
+        """Setup test fixtures."""
+        self.db_service = MagicMock()
+        self.db_service.get_collected_files = AsyncMock()
+        self.resolver = PlaceholderResolver(self.db_service)
+
+    async def test_resolve_backward_full_path(self):
+        """Test backward resolution with full path."""
+        # Setup: Real file already exists in DB
+        self.db_service.get_collected_files.return_value = [
+            "/C:/Users/john.doe/AppData/Roaming/file.txt",
+        ]
+
+        # Placeholder path is being created
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/file.txt"
+        source = "test-source"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        assert result == "/C:/Users/john.doe/AppData/Roaming/file.txt"
+
+    async def test_resolve_backward_bare_filename(self):
+        """Test backward resolution with bare filename."""
+        # Setup: Real bare filename already exists
+        self.db_service.get_collected_files.return_value = ["Local State"]
+
+        # Placeholder path being created
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/Local/Google/Chrome/User Data/Local State"
+        source = "test-source"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        # Cannot match bare filename against full placeholder path
+        assert result is None
+
+    async def test_resolve_backward_no_match(self):
+        """Test backward resolution with no matching file."""
+        self.db_service.get_collected_files.return_value = [
+            "/C:/Users/jane.doe/different/path.txt",
+        ]
+
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        source = "test-source"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        assert result is None
+
+    async def test_resolve_backward_no_collected_files(self):
+        """Test backward resolution when no collected files exist."""
+        self.db_service.get_collected_files.return_value = []
+
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        source = "test-source"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        assert result is None
+
+    async def test_resolve_backward_no_placeholders(self):
+        """Test backward resolution with path containing no placeholders."""
+        placeholder_path = "/C:/Users/john.doe/AppData/file.txt"
+        source = "test-source"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        assert result is None
+        self.db_service.get_collected_files.assert_not_called()
+
+
+@pytest.mark.asyncio
+class TestPlaceholderResolutionScenarios:
+    """Integration-style tests for complete placeholder resolution scenarios."""
+
+    def setup_method(self):
+        """Setup test fixtures."""
+        self.db_service = MagicMock()
+        self.db_service.get_placeholder_entries = AsyncMock()
+        self.db_service.get_collected_files = AsyncMock()
+        self.db_service.update_file_listing_path = AsyncMock(return_value=True)
+        self.db_service.update_file_linking_path = AsyncMock(return_value=True)
+        self.resolver = PlaceholderResolver(self.db_service)
+
+    async def test_chromium_masterkey_resolution(self):
+        """Test resolution of Chromium masterkey placeholder."""
+        # Scenario: Local State creates placeholder for masterkey,
+        # then real masterkey file arrives
+        placeholder_path = (
+            "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/"
+            "<WINDOWS_SECURITY_IDENTIFIER>/abc-123-def-456"
+        )
+
+        self.db_service.get_placeholder_entries.return_value = [
+            {
+                "table_name": "file_listings",
+                "path": placeholder_path,
+            }
+        ]
+
+        # Real masterkey arrives
+        real_path = (
+            "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/"
+            "S-1-5-21-1234567890-1234567890-1234567890-1000/abc-123-def-456"
+        )
+        source = "test-agent"
+
+        count = await self.resolver.resolve_placeholders_for_file(real_path, source)
+
+        assert count == 1
+        call_args = self.db_service.update_file_listing_path.call_args
+        assert call_args[0][0] == source
+        assert call_args[0][1] == placeholder_path
+        assert call_args[0][2] == real_path
+
+    async def test_case_insensitive_resolution(self):
+        """Test that resolution works with different case variations."""
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        self.db_service.get_placeholder_entries.return_value = [
+            {"table_name": "file_listings", "path": placeholder_path}
+        ]
+
+        # Real file with different case
+        real_path = "/c:/users/john.doe/appdata/file.txt"
+        source = "test-source"
+
+        count = await self.resolver.resolve_placeholders_for_file(real_path, source)
+
+        assert count == 1
+
+    async def test_extensibility_new_placeholder(self):
+        """Test that adding a new placeholder to registry works."""
+        # This test verifies the extensibility claim - just check that we can
+        # read the PLACEHOLDERS registry and it's used
+        assert len(PLACEHOLDERS) >= 2
+
+        # Verify the registry is used
+        placeholder_names = [p.name for p in PLACEHOLDERS]
+        assert "<WINDOWS_USERNAME>" in placeholder_names
+        assert "<WINDOWS_SECURITY_IDENTIFIER>" in placeholder_names
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
index 5ceff8b..17fb55b 100644
--- a/libs/file_linking/tests/test_rules_engine.py
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -502,3 +502,295 @@ class TestChromiumLocalStateLinking:
                 trigger_matched = True
                 break
         assert trigger_matched is False, "Preferences file should not match local_state rule"
+
+
+@pytest.mark.asyncio
+class TestPlaceholderResolutionIntegration:
+    """Integration tests for placeholder resolution in file linking."""
+
+    @pytest.fixture
+    def engine(self, tmp_path):
+        """Create a FileLinkingEngine with test database."""
+        from unittest.mock import AsyncMock
+
+        rules_dir = tmp_path / "rules"
+        rules_dir.mkdir()
+
+        # Using a mock connection since we're testing logic, not actual DB
+        engine = FileLinkingEngine(postgres_connection_string="postgresql://test", rules_dir=str(rules_dir))
+
+        # Mock the database service methods (now async)
+        engine.db_service.add_file_listing = AsyncMock(return_value=True)
+        engine.db_service.add_file_linking = AsyncMock(return_value=True)
+
+        return engine
+
+    async def test_forward_resolution_placeholder_first_real_file_later(self, engine):
+        """Test forward resolution: placeholder exists in DB, real file arrives."""
+        from unittest.mock import AsyncMock
+
+        # Setup: Placeholder entry already exists
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/file.txt"
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        # Real file arrives
+        real_file = create_file_enriched(
+            object_id="test-file-001",
+            path="/C:/Users/john.doe/AppData/Roaming/file.txt",
+            mime_type="application/octet-stream",
+            magic_type="data",
+        )
+        real_file.source = "test-agent"
+
+        # Process the file (which triggers forward resolution)
+        await engine.apply_linking_rules(real_file)
+
+        # Verify forward resolution was called and placeholder was updated
+        # Called twice: once for file_listings, once for file_linkings
+        assert engine.db_service.get_placeholder_entries.call_count == 2
+        engine.db_service.update_file_listing_path.assert_called_once()
+        call_args = engine.db_service.update_file_listing_path.call_args
+        assert call_args[0][1] == placeholder_path  # old path
+        assert call_args[0][2] == "/C:/Users/john.doe/AppData/Roaming/file.txt"  # new path
+
+    async def test_backward_resolution_real_file_first_placeholder_later(self, engine):
+        """Test backward resolution: real file exists, placeholder path created."""
+        from pathlib import Path
+        from unittest.mock import AsyncMock
+
+        # Setup: Real file already collected
+        real_path = "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/S-1-5-21-123-456-789-1000/abc123"
+        engine.db_service.get_collected_files = AsyncMock(return_value=[real_path])
+        engine.db_service.get_placeholder_entries = AsyncMock(return_value=[])
+
+        # Create a rule that generates a placeholder path
+        import yaml
+
+        rule_content = """
+name: "test_placeholder_rule"
+description: "Test rule that creates placeholder paths"
+category: "test"
+enabled: true
+
+triggers:
+  - file_patterns:
+      - "**/Local State"
+    mime_patterns:
+      - "application/json"
+
+linked_files:
+  - name: "masterkey"
+    description: "User masterkey"
+    path_templates:
+      - "{parent_dir}/../../../Roaming/Microsoft/Protect/<WINDOWS_SECURITY_IDENTIFIER>/abc123"
+    priority: "high"
+    collection_reason: "Test placeholder"
+"""
+        rule_file = Path(engine.rules_dir) / "test.yaml"
+        with open(rule_file, "w") as f:
+            f.write(rule_content)
+
+        # Reload rules
+        engine._load_rules()
+
+        # Trigger file that creates placeholder path
+        trigger_file = create_file_enriched(
+            object_id="test-trigger-001",
+            path="/C:/Users/john.doe/AppData/Local/Google/Chrome/User Data/Local State",
+            mime_type="application/json",
+            magic_type="JSON data",
+        )
+        trigger_file.source = "test-agent"
+
+        # Process the trigger file
+        await engine.apply_linking_rules(trigger_file)
+
+        # Verify backward resolution was attempted
+        engine.db_service.get_collected_files.assert_called()
+
+    async def test_chromium_masterkey_resolution_full_path(self, engine):
+        """Test resolution of Chromium masterkey with full paths."""
+        from unittest.mock import AsyncMock
+
+        placeholder_path = (
+            "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/"
+            "<WINDOWS_SECURITY_IDENTIFIER>/abc-123-def-456"
+        )
+        real_path = (
+            "/C:/Users/john.doe/AppData/Roaming/Microsoft/Protect/"
+            "S-1-5-21-1234567890-1234567890-1234567890-1000/abc-123-def-456"
+        )
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        # Real masterkey file arrives
+        masterkey_file = create_file_enriched(
+            object_id="test-masterkey-001",
+            path=real_path,
+            mime_type="application/octet-stream",
+            magic_type="data",
+        )
+        masterkey_file.source = "test-agent"
+
+        await engine.apply_linking_rules(masterkey_file)
+
+        # Verify resolution occurred
+        engine.db_service.update_file_listing_path.assert_called_once()
+        call_args = engine.db_service.update_file_listing_path.call_args
+        assert "john.doe" in call_args[0][2]
+        assert "S-1-5-21-" in call_args[0][2]
+
+    async def test_username_placeholder_resolution(self, engine):
+        """Test USERNAME placeholder resolution."""
+        from unittest.mock import AsyncMock
+
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/Documents/file.txt"
+        real_path = "/C:/Users/alice.smith/Documents/file.txt"
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        file_enriched = create_file_enriched(
+            object_id="test-001", path=real_path, mime_type="text/plain", magic_type="ASCII text"
+        )
+        file_enriched.source = "test-agent"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        engine.db_service.update_file_listing_path.assert_called_once()
+        call_args = engine.db_service.update_file_listing_path.call_args
+        assert call_args[0][2] == real_path
+
+    async def test_sid_placeholder_resolution(self, engine):
+        """Test SID placeholder resolution."""
+        from unittest.mock import AsyncMock
+
+        placeholder_path = "/C:/Windows/System32/config/systemprofile/AppData/Local/<WINDOWS_SECURITY_IDENTIFIER>/file.dat"
+        real_path = "/C:/Windows/System32/config/systemprofile/AppData/Local/S-1-5-18/file.dat"
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        file_enriched = create_file_enriched(
+            object_id="test-001", path=real_path, mime_type="application/octet-stream", magic_type="data"
+        )
+        file_enriched.source = "test-agent"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        engine.db_service.update_file_listing_path.assert_called_once()
+        call_args = engine.db_service.update_file_listing_path.call_args
+        assert "S-1-5-18" in call_args[0][2]
+
+    async def test_both_placeholders_same_path(self, engine):
+        """Test multiple placeholders in the same path."""
+        from unittest.mock import AsyncMock
+
+        placeholder_path = (
+            "/C:/Users/<WINDOWS_USERNAME>/AppData/Roaming/Microsoft/Protect/"
+            "<WINDOWS_SECURITY_IDENTIFIER>/masterkey"
+        )
+        real_path = (
+            "/C:/Users/bob.jones/AppData/Roaming/Microsoft/Protect/"
+            "S-1-5-21-9876543210-9876543210-9876543210-5000/masterkey"
+        )
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        file_enriched = create_file_enriched(
+            object_id="test-001", path=real_path, mime_type="application/octet-stream", magic_type="data"
+        )
+        file_enriched.source = "test-agent"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        engine.db_service.update_file_listing_path.assert_called_once()
+        call_args = engine.db_service.update_file_listing_path.call_args
+        resolved_path = call_args[0][2]
+        assert "bob.jones" in resolved_path
+        assert "S-1-5-21-" in resolved_path
+
+    async def test_no_resolution_when_no_match(self, engine):
+        """Test that placeholder stays when no matching file exists."""
+        from unittest.mock import AsyncMock
+
+        # Placeholder for different path
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/different.txt"
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        # Real file with non-matching path
+        file_enriched = create_file_enriched(
+            object_id="test-001",
+            path="/C:/Users/john.doe/Documents/other.txt",
+            mime_type="text/plain",
+            magic_type="ASCII text",
+        )
+        file_enriched.source = "test-agent"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        # No resolution should occur
+        engine.db_service.update_file_listing_path.assert_not_called()
+
+    async def test_case_insensitive_windows_paths(self, engine):
+        """Test that resolution works with different case variations."""
+        from unittest.mock import AsyncMock
+
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        real_path_different_case = "/c:/users/john.doe/appdata/file.txt"
+
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[{"table_name": "file_listings", "path": placeholder_path}]
+        )
+        engine.db_service.update_file_listing_path = AsyncMock(return_value=True)
+
+        file_enriched = create_file_enriched(
+            object_id="test-001", path=real_path_different_case, mime_type="text/plain", magic_type="ASCII text"
+        )
+        file_enriched.source = "test-agent"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        # Should resolve despite case differences
+        engine.db_service.update_file_listing_path.assert_called_once()
+
+    async def test_source_isolation(self, engine):
+        """Test that placeholders from different sources don't cross-resolve."""
+        from unittest.mock import AsyncMock
+
+        # Placeholder from source-1
+        placeholder_path = "/C:/Users/<WINDOWS_USERNAME>/AppData/file.txt"
+        engine.db_service.get_placeholder_entries = AsyncMock(
+            return_value=[]  # No placeholders for source-2
+        )
+
+        # Real file from source-2 (different source)
+        file_enriched = create_file_enriched(
+            object_id="test-001",
+            path="/C:/Users/john.doe/AppData/file.txt",
+            mime_type="text/plain",
+            magic_type="ASCII text",
+        )
+        file_enriched.source = "source-2"
+
+        await engine.apply_linking_rules(file_enriched)
+
+        # Verify query was called with correct source
+        engine.db_service.get_placeholder_entries.assert_called_with("source-2")
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index eccf1cd..699fa5c 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -50,6 +50,7 @@ if not postgres_connection_string.startswith("postgres://"):
     raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
 
 file_linking_engine = FileLinkingEngine(postgres_connection_string)
+asyncio_loop: asyncio.AbstractEventLoop = None
 
 ##########################################
 #
@@ -406,18 +407,22 @@ def check_file_linkings(ctx, activity_input):
     object_id = activity_input["object_id"]
     file_enriched = get_file_enriched(object_id)
 
-    try:
-        global file_linking_engine
-        linkings_created = file_linking_engine.process_file(file_enriched)
+    async def process_async(ctx, activity_input):
+        try:
+            global file_linking_engine
+            linkings_created = await file_linking_engine.apply_linking_rules(file_enriched)
 
-        logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
+            logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
 
-        return {"linkings_created": linkings_created}
+            return {"linkings_created": linkings_created}
 
-    except Exception as e:
-        logger.exception("Error in file linking check", object_id=object_id, error=str(e))
-        # Don't raise to ensure workflow can complete
-        return {"linkings_created": 0, "error": str(e)}
+        except Exception as e:
+            logger.exception("Error in file linking check", object_id=object_id, error=str(e))
+            # Don't raise to ensure workflow can complete
+            return {"linkings_created": 0, "error": str(e)}
+    global asyncio_loop
+
+    return asyncio.run_coroutine_threadsafe(process_async(ctx, activity_input), asyncio_loop).result()
 
 
 @workflow_runtime.activity
@@ -599,6 +604,40 @@ def run_enrichment_modules(ctx, activity_input: dict):
                     result: EnrichmentResult = module.process(object_id, temp_file.name)
 
                     if result:
+                        # Debug: Check for coroutines in the result before serialization
+                        import inspect
+                        def check_for_coroutines(obj, path="root"):
+                            """Recursively check for coroutines in nested structures."""
+                            if inspect.iscoroutine(obj):
+                                logger.error(f"FOUND COROUTINE at {path}: {obj}")
+                                return True
+                            elif isinstance(obj, dict):
+                                for key, value in obj.items():
+                                    if check_for_coroutines(value, f"{path}.{key}"):
+                                        return True
+                            elif isinstance(obj, (list, tuple)):
+                                for i, item in enumerate(obj):
+                                    if check_for_coroutines(item, f"{path}[{i}]"):
+                                        return True
+                            return False
+
+                        # Check the result object
+                        try:
+                            result_dict = result.model_dump(mode="json")
+                            if check_for_coroutines(result_dict, f"result({module_name})"):
+                                logger.error(
+                                    "Coroutine found in enrichment result before serialization",
+                                    module_name=module_name,
+                                    object_id=object_id,
+                                    result_keys=list(result_dict.keys()) if isinstance(result_dict, dict) else None,
+                                )
+                        except Exception as debug_err:
+                            logger.error(
+                                "Error during coroutine debug check",
+                                module_name=module_name,
+                                error=str(debug_err),
+                            )
+
                         # Store enrichment result directly in database (same as before)
                         with psycopg.connect(postgres_connection_string) as conn:
                             with conn.cursor() as cur:
@@ -747,8 +786,31 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
                     processing_time=f"{ctx.current_utc_datetime - start_time}",
                 )
         except Exception as e:
+            import traceback
+
+            # Extract detailed information about each task
+            task_details = []
+            for i, task in enumerate(enrichment_tasks):
+                task_info = {
+                    "index": i,
+                    "type": type(task).__name__,
+                    "repr": repr(task),
+                }
+                # Try to extract activity name if available
+                if hasattr(task, '_activity_name'):
+                    task_info["activity_name"] = task._activity_name
+                if hasattr(task, '_input'):
+                    task_info["input"] = str(task._input)[:200]  # Truncate long inputs
+                task_details.append(task_info)
+
             logger.exception(
-                "Error in enrichment tasks - handle_file_if_plaintext or enrichment_module_workflow", error=str(e)
+                "Error in enrichment tasks - handle_file_if_plaintext or enrichment_module_workflow",
+                error=str(e),
+                error_type=type(e).__name__,
+                error_args=e.args,
+                traceback=traceback.format_exc(),
+                enrichment_tasks_count=len(enrichment_tasks),
+                enrichment_tasks_details=task_details,
             )
             raise
 
@@ -845,14 +907,15 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client
-
+    global workflow_runtime, workflow_client, asyncio_loop
 
     # Load enrichment modules
     module_loader = ModuleLoader()
     await module_loader.load_modules()
     workflow_runtime.modules = module_loader.modules
 
+    asyncio_loop = asyncio.get_running_loop()
+
     # Filter modules by workflow and determine execution order
     workflow_name = "default"  # This could be made configurable later
     available_modules = {

From 3527df6f6a8d5b79628af972c182f24dc0bbb969 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 02:38:47 -0700
Subject: [PATCH 194/279] windows path normalization, get_drive docs

---
 libs/common/common/helpers.py    | 27 +++++++++++++++++++++++++++
 projects/web_api/web_api/main.py |  6 ++++++
 2 files changed, 33 insertions(+)

diff --git a/libs/common/common/helpers.py b/libs/common/common/helpers.py
index e042c99..d524511 100644
--- a/libs/common/common/helpers.py
+++ b/libs/common/common/helpers.py
@@ -263,6 +263,33 @@ def get_file_extension(filepath):
     return ""
 
 def get_drive_from_path(path: str) -> str | None:
+    """
+    Extract Windows drive letter from a file path.
+
+    Supports two path formats:
+    1. POSIX-style with leading slash: "/C:/Users/..." or "/D:/Data/..."
+    2. Windows-style without leading slash: "C:/Users/..." or "D:/Data/..."
+
+    Args:
+        path: File path string to parse
+
+    Returns:
+        str | None: Drive letter with colon, or None if no valid drive found
+            - For POSIX-style paths: Returns with leading slash (e.g., "/C:", "/D:")
+            - For Windows-style paths: Returns without leading slash (e.g., "C:", "D:")
+
+    Examples:
+        >>> get_drive_from_path("/C:/Users/john/file.txt")
+        '/C:'
+        >>> get_drive_from_path("C:/Users/john/file.txt")
+        'C:'
+        >>> get_drive_from_path("/D:/Data/files")
+        '/D:'
+        >>> get_drive_from_path("invalid/path")
+        None
+
+    Supported drive letters: A-Z (case-insensitive)
+    """
     parts = path.split("/")
 
     # Handle paths without leading slash (e.g., "C:/Users/...")
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index f14c59b..771d189 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -14,6 +14,7 @@ from urllib.parse import urlparse
 import psycopg
 import requests
 from common.db import get_postgres_connection_str
+from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.models import CloudEvent
 from common.models import File as FileModel
@@ -211,6 +212,11 @@ def normalize_path(path: str) -> str:
         pass
 
     path = path.replace("\\", "/")
+
+    drive = get_drive_from_path(path)
+    if drive is not None and len(drive) == 2 and drive[1] == ":":
+        path = "/" + path
+
     return path
 
 

From b129422e8f421d0e6bce7f91473c619dcc07126b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 16 Oct 2025 12:01:34 -0700
Subject: [PATCH 195/279] ABE v3 fixes and state key retroactive decryption

- Fixed decryption of v3 ABE keys via the CNG chromekey
- Schema mod w/ indexes for ABE mks
- New masterkeys now used to retroactively decrypt Local State keys
    - added retry_decrypt_state_keys_for_masterkey for retroactive decryption
- Added more references
---
 infra/postgres/01-schema.sql                  |   5 +
 libs/chromium/chromium/__init__.py            |   3 +-
 libs/chromium/chromium/helpers.py             |  14 +-
 libs/chromium/chromium/local_state.py         | 360 ++++++++++++++++++
 .../cng_file/analyzer.py                      |   6 +-
 .../cng_file/cng_parser.py                    |   6 +
 .../file_enrichment/routes/dpapi.py           |  29 +-
 7 files changed, 411 insertions(+), 12 deletions(-)

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 8007eb1..a17d414 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -695,6 +695,11 @@ CREATE TABLE chromium.chrome_keys (
     UNIQUE (key_masterkey_guid)
 );
 
+-- Create indexes for masterkey GUID lookups on state_keys
+CREATE INDEX IF NOT EXISTS idx_state_keys_key_masterkey_guid ON chromium.state_keys(key_masterkey_guid) WHERE key_is_decrypted = FALSE;
+CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_system_mk_guid ON chromium.state_keys(app_bound_key_system_masterkey_guid) WHERE length(app_bound_key_dec_inter) = 0;
+CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_user_mk_guid ON chromium.state_keys(app_bound_key_user_masterkey_guid) WHERE app_bound_key_is_decrypted = FALSE;
+
 -- "logins" table in "Login Data" file
 CREATE TABLE IF NOT EXISTS chromium.logins (
     id SERIAL PRIMARY KEY,
diff --git a/libs/chromium/chromium/__init__.py b/libs/chromium/chromium/__init__.py
index 4072b62..1499640 100644
--- a/libs/chromium/chromium/__init__.py
+++ b/libs/chromium/chromium/__init__.py
@@ -3,7 +3,7 @@
 from .cookies import process_chromium_cookies
 from .helpers import convert_chromium_timestamp
 from .history import process_chromium_history
-from .local_state import process_chromium_local_state
+from .local_state import process_chromium_local_state, retry_decrypt_state_keys_for_masterkey
 from .logins import process_chromium_logins
 
 __all__ = [
@@ -12,4 +12,5 @@ __all__ = [
     "process_chromium_cookies",
     "process_chromium_logins",
     "process_chromium_local_state",
+    "retry_decrypt_state_keys_for_masterkey",
 ]
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 5578299..0bba387 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -5,10 +5,12 @@ import struct
 from datetime import UTC, datetime, timedelta
 
 import psycopg
+from common.logger import get_logger
 from common.db import get_postgres_connection_str
 from Crypto.Cipher import AES, ChaCha20_Poly1305
 from nemesis_dpapi import Blob
 
+logger = get_logger(__name__)
 
 def is_sqlite3(filename):
     try:
@@ -382,7 +384,7 @@ def parse_abe_blob(abe_data: bytes, chromekey: bytes | None = None) -> dict | No
         else:  # Version 3
             # Version|encAES|IV|ciphertext|tag, 1|32|12|32|16 bytes
             # adapted from:
-            #   https://github.com/KingOfTheNOPs/cookie-monster/blob/4ec4b3555682ac1e71a6428a4b0f45b2cf1fd8f7/decrypt.py
+            #   https://github.com/runassu/chrome_v20_decryption/blob/e8f244543e98266d50884aba2778e0ccedefa45d/decrypt_chrome_v20_cookie.py#L42-L69
             #   https://github.com/tijldeneut/diana/blob/b9473b5004ecf1d7bdd5852232b5cd06a5378e5e/diana-browserdec.py
             abe_parsed["encrAES"] = content[:32]
             abe_parsed["iv"] = content[32 : 32 + 12]
@@ -390,14 +392,18 @@ def parse_abe_blob(abe_data: bytes, chromekey: bytes | None = None) -> dict | No
             abe_parsed["tag"] = content[32 + 12 + 32 : 32 + 12 + 32 + 16]
 
             if chromekey:
+                # gotta make sure to specify the \x00*16 IV here
+                cipher = AES.new(chromekey, AES.MODE_CBC, b'\x00' * 16)
+                result = cipher.decrypt(abe_parsed["encrAES"])
                 xor_key = bytes.fromhex("CCF8A1CEC56605B8517552BA1A2D061C03A29E90274FB2FCF59BA4B75C392390")
-                abe_parsed["xored_aes_key"] = byte_xor(chromekey, xor_key)
+                abe_parsed["xored_aes_key"] = byte_xor(result, xor_key)
         return abe_parsed
     except Exception as e:
         logger.warning("Failed to parse ABE blob", error=str(e))
         return None
 
 
+# Ref: https://github.com/runassu/chrome_v20_decryption/blob/e8f244543e98266d50884aba2778e0ccedefa45d/decrypt_chrome_v20_cookie.py#L121-L135
 def derive_abe_key(abe_data: dict) -> bytes | None:
     """Derive ABE key from parsed ABE data.
 
@@ -424,8 +430,8 @@ def derive_abe_key(abe_data: dict) -> bytes | None:
                 cipher = AES.new(abe_data["xored_aes_key"], AES.MODE_GCM, nonce=abe_data["iv"])
             else:
                 # Version 3 requires CNG decryption of encrypted AES key
-                logger.warning("xored_aes_key not present, ABE version 3 requires CNG decrypted (or memory-extracted) 'Google Chromekey1'")
-            return None
+                logger.warning("xored_aes_key not present, ABE version 3 requires CNG decrypted 'Google Chromekey1'")
+                return None
         else:
             logger.warning("Unknown ABE version", version=abe_data["version"])
             return None
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 5963a05..a6badeb 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -247,14 +247,19 @@ async def _insert_state_keys(
                 if app_bound_key_dec_inter:
                     user_blob = Blob.from_bytes(app_bound_key_dec_inter)
                     app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
+                    logger.debug(f"app_bound_key_user_masterkey_guid: {app_bound_key_user_masterkey_guid}")
 
                     try:
                         abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                         if abe_blob_bytes:
                             # Parse and derive the final ABE key
                             abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
+                            logger.debug(f"abe_parsed: {abe_parsed}")
+
                             if abe_parsed:
                                 app_bound_key_dec = derive_abe_key(abe_parsed)
+                                logger.debug(f"app_bound_key_dec: {app_bound_key_dec}")
+
                                 if app_bound_key_dec:
                                     app_bound_key_is_decrypted = True
                                     logger.debug(
@@ -404,3 +409,358 @@ async def _insert_state_keys(
     except Exception as e:
         logger.exception("Error processing Local State", error=str(e))
         raise
+
+
+async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager, pg_conn) -> dict:
+    """Attempt to decrypt a single state_key record using currently available masterkeys.
+
+    Args:
+        state_key_id: The ID of the state_key record to decrypt
+        dpapi_manager: DpapiManager instance for decryption
+        pg_conn: PostgreSQL connection
+
+    Returns:
+        Dict with decryption results: {
+            "decrypted_v1": bool,
+            "decrypted_abe_stage1": bool,
+            "decrypted_abe_stage2": bool
+        }
+    """
+    result = {
+        "decrypted_v1": False,
+        "decrypted_abe_stage1": False,
+        "decrypted_abe_stage2": False,
+    }
+
+    # Fetch the state_key record
+    with pg_conn.cursor() as cur:
+        cur.execute(
+            """
+            SELECT id, source, username, browser,
+                   key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted,
+                   app_bound_key_enc, app_bound_key_system_masterkey_guid,
+                   app_bound_key_user_masterkey_guid, app_bound_key_dec_inter,
+                   app_bound_key_dec, app_bound_key_is_decrypted
+            FROM chromium.state_keys
+            WHERE id = %s
+            """,
+            (state_key_id,),
+        )
+        row = cur.fetchone()
+
+        if not row:
+            logger.warning("State key not found", state_key_id=state_key_id)
+            return result
+
+        (
+            id,
+            source,
+            username,
+            browser,
+            key_masterkey_guid,
+            key_bytes_enc,
+            key_bytes_dec,
+            key_is_decrypted,
+            app_bound_key_enc,
+            app_bound_key_system_masterkey_guid,
+            app_bound_key_user_masterkey_guid,
+            app_bound_key_dec_inter,
+            app_bound_key_dec,
+            app_bound_key_is_decrypted,
+        ) = row
+
+    # Try to decrypt pre-v127 encrypted_key
+    if key_bytes_enc and len(key_bytes_enc) > 0 and not key_is_decrypted:
+        try:
+            # Remove DPAPI header (first 5 bytes)
+            if len(key_bytes_enc) >= 5 and key_bytes_enc[:5] == b"DPAPI":
+                dpapi_blob_bytes = key_bytes_enc[5:]
+
+                dpapi_blob = Blob.from_bytes(dpapi_blob_bytes)
+                try:
+                    key_bytes_dec = await dpapi_manager.decrypt_blob(dpapi_blob)
+                    if key_bytes_dec:
+                        key_is_decrypted = True
+                        result["decrypted_v1"] = True
+                        logger.warning(
+                            "Successfully decrypted v1 state key",
+                            state_key_id=state_key_id,
+                            masterkey_guid=dpapi_blob.masterkey_guid,
+                        )
+
+                        # Update database
+                        with pg_conn.cursor() as cur:
+                            cur.execute(
+                                """
+                                UPDATE chromium.state_keys
+                                SET key_bytes_dec = %s, key_is_decrypted = %s,
+                                    key_masterkey_guid = %s
+                                WHERE id = %s
+                                """,
+                                (key_bytes_dec, key_is_decrypted, str(dpapi_blob.masterkey_guid), state_key_id),
+                            )
+
+                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                    # Masterkey still not available, skip silently
+                    pass
+                except Exception as e:
+                    logger.warning("Error decrypting v1 state key", state_key_id=state_key_id, error=str(e))
+
+        except Exception as e:
+            logger.warning("Error processing v1 state key", state_key_id=state_key_id, error=str(e))
+
+    # Try to decrypt post-v127 app_bound_encrypted_key
+    if app_bound_key_enc and len(app_bound_key_enc) > 0:
+        # Stage 1: Decrypt outer layer with SYSTEM masterkey
+        if len(app_bound_key_dec_inter) == 0:
+            try:
+                if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
+                    dpapi_portion = app_bound_key_enc[4:]
+                    system_blob = Blob.from_bytes(dpapi_portion)
+                    try:
+                        app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(system_blob)
+                        if app_bound_key_dec_inter:
+                            result["decrypted_abe_stage1"] = True
+                            logger.warning(
+                                "Successfully decrypted ABE stage 1 (SYSTEM key)",
+                                state_key_id=state_key_id,
+                                system_masterkey_guid=system_blob.masterkey_guid,
+                            )
+
+                            # Parse the intermediate blob to get user masterkey GUID
+                            try:
+                                user_blob = Blob.from_bytes(app_bound_key_dec_inter)
+                                app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
+                            except Exception:
+                                app_bound_key_user_masterkey_guid = None
+
+                            # Update database with stage 1 results
+                            with pg_conn.cursor() as cur:
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.state_keys
+                                    SET app_bound_key_dec_inter = %s,
+                                        app_bound_key_system_masterkey_guid = %s,
+                                        app_bound_key_user_masterkey_guid = %s
+                                    WHERE id = %s
+                                    """,
+                                    (
+                                        app_bound_key_dec_inter,
+                                        str(system_blob.masterkey_guid),
+                                        app_bound_key_user_masterkey_guid,
+                                        state_key_id,
+                                    ),
+                                )
+
+                    except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                        # SYSTEM masterkey still not available
+                        pass
+                    except Exception as e:
+                        logger.warning("Error decrypting ABE stage 1", state_key_id=state_key_id, error=str(e))
+
+            except Exception as e:
+                logger.warning("Error processing ABE stage 1", state_key_id=state_key_id, error=str(e))
+
+        # Stage 2: Decrypt inner layer with USER masterkey and derive final key
+        if len(app_bound_key_dec_inter) > 0 and not app_bound_key_is_decrypted:
+            try:
+                user_blob = Blob.from_bytes(app_bound_key_dec_inter)
+                try:
+                    abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
+                    if abe_blob_bytes:
+                        # Get chrome_key from database
+                        chromekey = _get_chromekey_from_source(source, pg_conn)
+
+                        if chromekey is None:
+                            logger.warning(
+                                "Chrome key not available for ABE v3 decryption, waiting",
+                                state_key_id=state_key_id,
+                                source=source,
+                            )
+                        else:
+                            # Parse and derive the final ABE key
+                            abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
+                            if abe_parsed:
+                                app_bound_key_dec = derive_abe_key(abe_parsed)
+                                if app_bound_key_dec:
+                                    app_bound_key_is_decrypted = True
+                                    result["decrypted_abe_stage2"] = True
+                                    logger.warning(
+                                        "Successfully decrypted ABE stage 2 (USER key + ABE derivation)",
+                                        state_key_id=state_key_id,
+                                        user_masterkey_guid=user_blob.masterkey_guid,
+                                        abe_version=abe_parsed.get("version"),
+                                    )
+
+                                    # Update database with final key
+                                    with pg_conn.cursor() as cur:
+                                        cur.execute(
+                                            """
+                                            UPDATE chromium.state_keys
+                                            SET app_bound_key_dec = %s,
+                                                app_bound_key_is_decrypted = %s,
+                                                app_bound_key_user_masterkey_guid = %s
+                                            WHERE id = %s
+                                            """,
+                                            (
+                                                app_bound_key_dec,
+                                                app_bound_key_is_decrypted,
+                                                str(user_blob.masterkey_guid),
+                                                state_key_id,
+                                            ),
+                                        )
+                                else:
+                                    logger.warning("Failed to derive ABE key", state_key_id=state_key_id)
+                            else:
+                                logger.warning("Failed to parse ABE blob", state_key_id=state_key_id)
+
+                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                    # USER masterkey still not available
+                    pass
+                except Exception as e:
+                    logger.warning("Error decrypting ABE stage 2", state_key_id=state_key_id, error=str(e))
+
+            except Exception as e:
+                logger.warning("Error processing ABE stage 2", state_key_id=state_key_id, error=str(e))
+
+    # If we made any progress, update linked logins and cookies
+    if result["decrypted_v1"] or result["decrypted_abe_stage2"]:
+        try:
+            with pg_conn.cursor() as cur:
+                cur.execute(
+                    """
+                    UPDATE chromium.logins
+                    SET state_key_id = %s
+                    WHERE source = %s AND username = %s AND browser = %s
+                    AND state_key_id IS NULL
+                    AND encryption_type IN ('key', 'abe')
+                    """,
+                    (state_key_id, source, username, browser),
+                )
+                logins_updated = cur.rowcount
+
+                cur.execute(
+                    """
+                    UPDATE chromium.cookies
+                    SET state_key_id = %s
+                    WHERE source = %s AND username = %s AND browser = %s
+                    AND state_key_id IS NULL
+                    AND encryption_type IN ('key', 'abe')
+                    """,
+                    (state_key_id, source, username, browser),
+                )
+                cookies_updated = cur.rowcount
+
+                if logins_updated > 0 or cookies_updated > 0:
+                    logger.info(
+                        "Linked state key to existing logins/cookies",
+                        state_key_id=state_key_id,
+                        logins_updated=logins_updated,
+                        cookies_updated=cookies_updated,
+                    )
+
+        except Exception as e:
+            logger.warning("Error linking logins/cookies to state key", state_key_id=state_key_id, error=str(e))
+
+    # Commit all changes
+    pg_conn.commit()
+
+    return result
+
+
+async def retry_decrypt_state_keys_for_masterkey(
+    masterkey_guid: UUID, dpapi_manager: DpapiManager, masterkey_type: str | None = None
+) -> dict:
+    """Find all state_keys waiting for this masterkey and try to decrypt them.
+
+    Args:
+        masterkey_guid: The GUID of the newly available masterkey
+        dpapi_manager: DpapiManager instance for decryption
+        masterkey_type: Optional masterkey type ('system', 'user', 'unknown') for optimization
+
+    Returns:
+        Dict with statistics: {
+            "state_keys_attempted": int,
+            "state_keys_progressed": int,
+            "errors": list
+        }
+    """
+    result = {"state_keys_attempted": 0, "state_keys_progressed": 0, "errors": []}
+
+    conn_str = get_postgres_connection_str()
+
+    try:
+        with psycopg.connect(conn_str) as pg_conn:
+            # Find all state_keys that might need this masterkey
+            with pg_conn.cursor() as cur:
+                # Build query based on masterkey type for optimization
+                if masterkey_type == "system":
+                    # SYSTEM keys only used for ABE stage 1
+                    query = """
+                        SELECT DISTINCT id FROM chromium.state_keys
+                        WHERE app_bound_key_system_masterkey_guid = %s
+                        AND length(app_bound_key_dec_inter) = 0
+                    """
+                elif masterkey_type == "user":
+                    # USER keys used for both v1 and ABE stage 2
+                    query = """
+                        SELECT DISTINCT id FROM chromium.state_keys
+                        WHERE (key_masterkey_guid = %s AND key_is_decrypted = FALSE)
+                        OR (app_bound_key_user_masterkey_guid = %s AND app_bound_key_is_decrypted = FALSE)
+                    """
+                    cur.execute(query, (str(masterkey_guid), str(masterkey_guid)))
+                else:
+                    # Unknown type - check all possible uses
+                    query = """
+                        SELECT DISTINCT id FROM chromium.state_keys
+                        WHERE (key_masterkey_guid = %s AND key_is_decrypted = FALSE)
+                        OR (app_bound_key_system_masterkey_guid = %s AND length(app_bound_key_dec_inter) = 0)
+                        OR (app_bound_key_user_masterkey_guid = %s AND app_bound_key_is_decrypted = FALSE)
+                    """
+                    cur.execute(query, (str(masterkey_guid), str(masterkey_guid), str(masterkey_guid)))
+
+                if masterkey_type != "user":
+                    cur.execute(query, (str(masterkey_guid),))
+
+                state_key_ids = [row[0] for row in cur.fetchall()]
+
+            logger.warning(
+                "Found state keys potentially waiting for masterkey",
+                masterkey_guid=masterkey_guid,
+                masterkey_type=masterkey_type,
+                count=len(state_key_ids),
+            )
+
+            # Try to decrypt each state_key
+            for state_key_id in state_key_ids:
+                result["state_keys_attempted"] += 1
+                try:
+                    decrypt_result = await retry_decrypt_state_key(state_key_id, dpapi_manager, pg_conn)
+
+                    # Check if any progress was made
+                    if (
+                        decrypt_result["decrypted_v1"]
+                        or decrypt_result["decrypted_abe_stage1"]
+                        or decrypt_result["decrypted_abe_stage2"]
+                    ):
+                        result["state_keys_progressed"] += 1
+
+                except Exception as e:
+                    error_msg = f"Error processing state_key {state_key_id}: {str(e)}"
+                    logger.warning("Failed to retry decrypt state key", state_key_id=state_key_id, error=str(e))
+                    result["errors"].append(error_msg)
+
+            logger.warning(
+                "Completed retroactive state_key decryption for masterkey",
+                masterkey_guid=masterkey_guid,
+                attempted=result["state_keys_attempted"],
+                progressed=result["state_keys_progressed"],
+                errors=len(result["errors"]),
+            )
+
+    except Exception as e:
+        error_msg = f"Database error during retroactive decryption: {str(e)}"
+        logger.exception("Error in retry_decrypt_state_keys_for_masterkey", masterkey_guid=masterkey_guid, error=str(e))
+        result["errors"].append(error_msg)
+
+    return result
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index 2ebf3e5..75bb663 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -59,10 +59,8 @@ rule is_cng_file
         $modified = { 4D 00 6F 00 64 00 69 00 66 00 69 00 65 00 64 00 }
 
     condition:
-        // CNG header at start of file
-        $cng_header at 0 or
-        // Or has characteristic UTF-16LE strings
-        ($priv_key_props or ($priv_key and $modified))
+        // CNG header at start of file + characteristic UTF-16LE strings
+        $cng_header at 0 and ($priv_key_props or ($priv_key and $modified))
 }
 """)
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
index 413f64a..a081f77 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
@@ -2,6 +2,10 @@
 
 This module parses Windows CNG (Cryptography Next Generation) key files
 and attempts to decrypt their contents using DPAPI.
+
+Specifically, we're only (currently) focused on the CNG file that holds the
+KEY_DATA_BLOB_MAGIC "Google Chromekey1" AES key for v3 of Chromium
+App-Bound Encryption.
 """
 
 import struct
@@ -15,6 +19,7 @@ from common.logger import get_logger
 logger = get_logger(__name__)
 
 
+# Ref - https://pkg.go.dev/github.com/ElMostafaIdrassi/goncrypt#section-readme
 BCRYPT_KEY_DATA_BLOB_MAGIC = 0x4D42444B     # 'KDBM'
 BCRYPT_RSAPUBLIC_MAGIC = 0x31415352         # 'RSA1'
 BCRYPT_RSAPRIVATE_MAGIC = 0x32415352        # 'RSA2'
@@ -48,6 +53,7 @@ class CngKeyFile:
     private_key: bytes | None           # May be DPAPI encrypted
 
 
+# Ref - https://learn.microsoft.com/en-us/windows/win32/api/bcrypt/ns-bcrypt-bcrypt_key_data_blob_header
 @dataclass
 class BcryptKeyDataBlobHeader:
     """BCRYPT_KEY_DATA_BLOB_HEADER structure."""
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index ca2d544..331985d 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -9,6 +9,7 @@ import urllib.parse
 from typing import Annotated
 from uuid import UUID
 
+from chromium import retry_decrypt_state_keys_for_masterkey
 from common.logger import get_logger
 from common.models2.dpapi import (
     DomainBackupKeyCredential,
@@ -50,14 +51,36 @@ logger = get_logger(__name__)
 class PlaintextMasterKeyMonitor(DpapiObserver):
     """Observer that monitors for new plaintext masterkeys."""
 
+    def __init__(self, dpapi_manager: DpapiManager):
+        """Initialize the monitor with a reference to the DpapiManager."""
+        self.dpapi_manager = dpapi_manager
+
     async def update(self, evnt: DpapiEvent) -> None:
         """Called when a DPAPI event occurs."""
         if isinstance(evnt, NewPlaintextMasterKeyEvent):
             logger.warning(
-                "New plaintext masterkey detected",
+                "New plaintext masterkey detected, checking for state_keys to decrypt",
                 event_type=type(evnt).__name__,
-                data=evnt,
+                masterkey_guid=evnt.masterkey_guid,
             )
+
+            # Get the masterkey to check its type
+            masterkeys = await self.dpapi_manager.get_masterkeys(guid=evnt.masterkey_guid)
+            masterkey_type = masterkeys[0].masterkey_type.value if masterkeys else None
+
+            result = await retry_decrypt_state_keys_for_masterkey(
+                evnt.masterkey_guid,
+                self.dpapi_manager,
+                masterkey_type,
+            )
+
+            logger.warning(
+                "Completed retroactive state_key decryption",
+                masterkey_guid=evnt.masterkey_guid,
+                masterkey_type=masterkey_type,
+                result=result,
+            )
+
         elif isinstance(evnt, NewEncryptedMasterKeyEvent):
             logger.warning(
                 "!!!!!!!!!!!!!!!!!!!! Received NewEncryptedMasterKeyEvent",
@@ -106,7 +129,7 @@ MasterKeyDecryptorDep = Annotated[MasterKeyDecryptorService, Depends(get_masterk
 async def dpapi_background_monitor(dpapi_manager: DpapiManager) -> None:
     logger.info("Starting DPAPI background monitor task")
 
-    monitor = PlaintextMasterKeyMonitor()
+    monitor = PlaintextMasterKeyMonitor(dpapi_manager)
     logger.info("Subscribing PlaintextMasterKeyMonitor to DPAPI events")
     await dpapi_manager.subscribe(monitor)
 

From 81fae70fc66e0ea21a663f0a77f531f99db2ab83 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 16 Oct 2025 15:50:17 -0700
Subject: [PATCH 196/279] Fix for retroactive masterkey decryption

- Fix for retroactive masterkey decryption
---
 CHANGELOG.md                          |  6 ++++++
 infra/postgres/01-schema.sql          | 14 +++++++-------
 libs/chromium/chromium/local_state.py | 21 +++++++--------------
 3 files changed, 20 insertions(+), 21 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 177e66f..ced67d4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -20,6 +20,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Ability to delete file linkings from the FileViewer
 - Dapr pubsub integration for DPAPI-related revents
 - Bumped Dapr version to 1.16.1
+- CNG/Chromekey file enrichment module (parser + decryptor)
+- Chromium ABE v3 decryption (via decrypted CNG keys)
+- `exif_metadata` file enrichment module for supported image files
+- Retroactive decryption for Chromium Local State files when plaintext masterkeys are submitted/decrypted
 
 ### Changed
 
@@ -39,6 +43,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Lots of async issues
 - Fixed tag search issue
 - Fix to keep strings.txt from sqlite dbs from processing
+- Path normalization (now standardized)
+- Countless linting and other fixes
 
 
 ## [2.1.3]
diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index a17d414..8656939 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -662,15 +662,15 @@ CREATE TABLE chromium.state_keys (
     browser TEXT,                                       -- browser name extracted from user data directory, if applicable
 
     key_masterkey_guid UUID,                            -- associated masterkey GUID for key_bytes_enc
-    key_bytes_enc BYTEA NOT NULL,                       -- os_crypt.encrypted_key in Chromium `Local State` file (pre v127)
-    key_bytes_dec BYTEA NOT NULL,
+    key_bytes_enc BYTEA,                                -- os_crypt.encrypted_key in Chromium `Local State` file (pre v127)
+    key_bytes_dec BYTEA,
     key_is_decrypted BOOLEAN,
 
-    app_bound_key_enc BYTEA NOT NULL,                   -- os_crypt.app_bound_encrypted_key in Chromium `Local State` file (post v127)
+    app_bound_key_enc BYTEA,                            -- os_crypt.app_bound_encrypted_key in Chromium `Local State` file (post v127)
     app_bound_key_system_masterkey_guid UUID,           -- associated _system_ masterkey GUID for key_bytes_enc
     app_bound_key_user_masterkey_guid UUID,             -- associated _user_ masterkey GUID for key_bytes_enc
-    app_bound_key_dec_inter BYTEA NOT NULL,             -- intermediate dec value after the SYSTEM key has been used
-    app_bound_key_dec BYTEA NOT NULL,                   -- completely dec value
+    app_bound_key_dec_inter BYTEA,                      -- intermediate dec value after the SYSTEM key has been used
+    app_bound_key_dec BYTEA,                            -- completely dec value
     app_bound_key_is_decrypted BOOLEAN,
 
     FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
@@ -687,8 +687,8 @@ CREATE TABLE chromium.chrome_keys (
     project VARCHAR(255),
 
     key_masterkey_guid UUID,                            -- associated _system_ masterkey GUID for key_bytes_enc
-    key_bytes_enc BYTEA NOT NULL,                       -- the raw DPAPI blob bytes from the CNG file
-    key_bytes_dec BYTEA NOT NULL,                       -- completely dec AES key value
+    key_bytes_enc BYTEA,                                -- the raw DPAPI blob bytes from the CNG file
+    key_bytes_dec BYTEA,                                -- completely dec AES key value
     key_is_decrypted BOOLEAN,
 
     FOREIGN KEY (originating_object_id) REFERENCES files_enriched(object_id) ON DELETE CASCADE,
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index a6badeb..bd6fbfc 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -268,14 +268,11 @@ async def _insert_state_keys(
                                         system_masterkey_guid=app_bound_key_system_masterkey_guid,
                                     )
                                 else:
-                                    logger.warning("Failed to derive ABE key")
-                                    return None
+                                    raise Exception("Failed to derive ABE key")
                             else:
-                                logger.warning("Failed to parse ABE blob")
-                                return None
+                                raise Exception("Failed to parse ABE blob")
                         else:
-                            logger.warning("Failed to decrypt ABE blob with user masterkey")
-                            return None
+                            raise Exception("Failed to decrypt ABE blob with user masterkey")
                     except (MasterKeyNotFoundError, MasterKeyNotDecryptedError) as e:
                         logger.debug(
                             "ABE key not decrypted. Masterkey not found or not decrypted",
@@ -288,10 +285,8 @@ async def _insert_state_keys(
                     except Exception as e:
                         logger.warning(f"Unable to decrypt/process final app bound key blob: {e}")
 
-                        return None
             except Exception as e:
                 logger.warning(f"Unable to decrypt intermediate/outer app bound key blob: {e}")
-                return None
 
         # Skip if no keys are present
         if not key_bytes_enc and not app_bound_key_enc:
@@ -695,14 +690,15 @@ async def retry_decrypt_state_keys_for_masterkey(
             with pg_conn.cursor() as cur:
                 # Build query based on masterkey type for optimization
                 if masterkey_type == "system":
-                    # SYSTEM keys only used for ABE stage 1
+                    # SYSTEM keys only used for v2 ABE stage 1
                     query = """
                         SELECT DISTINCT id FROM chromium.state_keys
                         WHERE app_bound_key_system_masterkey_guid = %s
                         AND length(app_bound_key_dec_inter) = 0
                     """
+                    cur.execute(query, (str(masterkey_guid),))
                 elif masterkey_type == "user":
-                    # USER keys used for both v1 and ABE stage 2
+                    # USER keys used for both v1 and v2 ABE stage 2
                     query = """
                         SELECT DISTINCT id FROM chromium.state_keys
                         WHERE (key_masterkey_guid = %s AND key_is_decrypted = FALSE)
@@ -719,12 +715,9 @@ async def retry_decrypt_state_keys_for_masterkey(
                     """
                     cur.execute(query, (str(masterkey_guid), str(masterkey_guid), str(masterkey_guid)))
 
-                if masterkey_type != "user":
-                    cur.execute(query, (str(masterkey_guid),))
-
                 state_key_ids = [row[0] for row in cur.fetchall()]
 
-            logger.warning(
+            logger.debug(
                 "Found state keys potentially waiting for masterkey",
                 masterkey_guid=masterkey_guid,
                 masterkey_type=masterkey_type,

From 160a5a0077b68a7c5d3ec0dab5af58124c8b2c54 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 16:30:05 -0700
Subject: [PATCH 197/279] add UUID link placehold, add Local State link to CNG
 private key

---
 libs/chromium/chromium/local_state.py         |  8 ++
 .../file_linking/placeholder_resolver.py      |  9 ++-
 .../tests/test_placeholder_resolver.py        | 73 +++++++++++++++++++
 3 files changed, 89 insertions(+), 1 deletion(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index a6badeb..5f39472 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -232,8 +232,16 @@ async def _insert_state_keys(
                 f"{drive}/Windows/System32/Microsoft/Protect/S-1-5-18/User/{app_bound_key_system_masterkey_guid}"
             )
 
+            # Filename format: <hash>_<machineGuid>
+            # Hash comes from Chromium calling NCryptOpenKey with the key name of "Google Chromekey1"
+            # Hashing algorithm is described here: https://gist.github.com/leechristensen/40acb67ff5b788d6b78d81443b66b444
+            cng_system_private_key_path = (
+                f"{drive}/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+            )
+
             # add the masterkey file path (now that we know the key GUID) as a link/listing
             await add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
+            await add_file_linking(file_enriched.source, file_enriched.path, cng_system_private_key_path, "windows:cng_system_private_key")
 
             try:
                 # Parse only the DPAPI portion (after APPB header)
diff --git a/libs/file_linking/file_linking/placeholder_resolver.py b/libs/file_linking/file_linking/placeholder_resolver.py
index 5f26ded..177842d 100644
--- a/libs/file_linking/file_linking/placeholder_resolver.py
+++ b/libs/file_linking/file_linking/placeholder_resolver.py
@@ -10,6 +10,8 @@ from dataclasses import dataclass
 
 from common.logger import get_logger
 
+from file_linking.database_service import FileLinkingDatabaseService
+
 logger = get_logger(__name__)
 
 
@@ -35,6 +37,11 @@ PLACEHOLDERS = [
         pattern=r"(S-1-5-(?:18|19|20|21-\d+-\d+-\d+-\d+))",
         description="Windows SID (supports user and system SIDs)",
     ),
+    PlaceholderDefinition(
+        name="<UNIVERSALLY_UNIQUE_ID>",
+        pattern=r"([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})",
+        description="UUID/GUID in standard format (8-4-4-4-12 hex digits)",
+    ),
 ]
 
 
@@ -47,7 +54,7 @@ class PlaceholderResolver:
     2. Backward: Placeholder path needed → check if real file already exists
     """
 
-    def __init__(self, db_service):
+    def __init__(self, db_service: FileLinkingDatabaseService):
         """
         Initialize the placeholder resolver.
 
diff --git a/libs/file_linking/tests/test_placeholder_resolver.py b/libs/file_linking/tests/test_placeholder_resolver.py
index 17c5ebc..2ea07d7 100644
--- a/libs/file_linking/tests/test_placeholder_resolver.py
+++ b/libs/file_linking/tests/test_placeholder_resolver.py
@@ -64,6 +64,20 @@ class TestPlaceholdersRegistry:
         assert pattern.match("S-1-5-19")  # LOCAL SERVICE
         assert pattern.match("S-1-5-20")  # NETWORK SERVICE
 
+    def test_universally_unique_id_placeholder(self):
+        """Test that UNIVERSALLY_UNIQUE_ID placeholder is defined correctly."""
+        uuid_placeholder = next((p for p in PLACEHOLDERS if "UNIVERSALLY_UNIQUE_ID" in p.name), None)
+        assert uuid_placeholder is not None
+        assert uuid_placeholder.name == "<UNIVERSALLY_UNIQUE_ID>"
+        # Test pattern matches valid UUIDs
+        pattern = re.compile(uuid_placeholder.pattern)
+        assert pattern.match("f26c165b-53c8-414e-8abb-ec5f0f52df22")
+        assert pattern.match("550e8400-e29b-41d4-a716-446655440000")
+        assert pattern.match("ABCDEF12-3456-7890-ABCD-EF1234567890")  # Mixed case
+        # Test pattern rejects invalid formats
+        assert not pattern.match("invalid-uuid")
+        assert not pattern.match("f26c165b53c8414e8abbec5f0f52df22")  # No hyphens
+
 
 class TestConvertPlaceholderToRegex:
     """Tests for _convert_placeholder_to_regex method."""
@@ -187,7 +201,14 @@ class TestTryResolvePlaceholderPath:
     def setup_method(self):
         """Setup test fixtures."""
         self.db_service = MagicMock()
+        # Methods used by PlaceholderResolver
+        self.db_service.get_placeholder_entries = AsyncMock()
         self.db_service.get_collected_files = AsyncMock()
+        self.db_service.update_file_listing_path = AsyncMock(return_value=True)
+        self.db_service.update_file_linking_path = AsyncMock(return_value=True)
+        # Additional methods for completeness (not currently used by PlaceholderResolver)
+        self.db_service.add_file_listing = AsyncMock(return_value=True)
+        self.db_service.add_file_linking = AsyncMock(return_value=True)
         self.resolver = PlaceholderResolver(self.db_service)
 
     async def test_resolve_backward_full_path(self):
@@ -261,10 +282,14 @@ class TestPlaceholderResolutionScenarios:
     def setup_method(self):
         """Setup test fixtures."""
         self.db_service = MagicMock()
+        # Methods used by PlaceholderResolver
         self.db_service.get_placeholder_entries = AsyncMock()
         self.db_service.get_collected_files = AsyncMock()
         self.db_service.update_file_listing_path = AsyncMock(return_value=True)
         self.db_service.update_file_linking_path = AsyncMock(return_value=True)
+        # Additional methods for completeness (not currently used by PlaceholderResolver)
+        self.db_service.add_file_listing = AsyncMock(return_value=True)
+        self.db_service.add_file_linking = AsyncMock(return_value=True)
         self.resolver = PlaceholderResolver(self.db_service)
 
     async def test_chromium_masterkey_resolution(self):
@@ -323,3 +348,51 @@ class TestPlaceholderResolutionScenarios:
         placeholder_names = [p.name for p in PLACEHOLDERS]
         assert "<WINDOWS_USERNAME>" in placeholder_names
         assert "<WINDOWS_SECURITY_IDENTIFIER>" in placeholder_names
+
+    async def test_cng_system_private_key_forward_resolution(self):
+        """Test forward resolution of CNG system private key path with UUID placeholder."""
+        # Scenario: Chrome Local State creates placeholder for CNG system private key,
+        # then real key file arrives (forward propagation)
+        placeholder_path = (
+            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+        )
+
+        self.db_service.get_placeholder_entries.return_value = [
+            {
+                "table_name": "file_linkings",
+                "path": placeholder_path,
+            }
+        ]
+
+        # Real CNG system private key file arrives
+        real_path = "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_f26c165b-53c8-414e-8abb-ec5f0f52df22"
+        source = "test-agent"
+
+        count = await self.resolver.resolve_placeholders_for_file(real_path, source)
+
+        assert count == 1
+        call_args = self.db_service.update_file_linking_path.call_args
+        assert call_args[0][0] == source
+        assert call_args[0][1] == placeholder_path
+        assert call_args[0][2] == real_path
+
+    async def test_cng_system_private_key_backward_resolution(self):
+        """Test backward resolution of CNG system private key path with UUID placeholder."""
+        # Scenario: Real key file already exists in DB, then Chrome Local State
+        # tries to create placeholder entry (backward propagation)
+
+        # Real CNG system private key file already collected
+        real_path = "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_f26c165b-53c8-414e-8abb-ec5f0f52df22"
+        self.db_service.get_collected_files.return_value = [real_path]
+
+        # Placeholder path being created
+        placeholder_path = (
+            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+        )
+        source = "test-agent"
+
+        result = await self.resolver.try_resolve_placeholder_path(source, placeholder_path)
+
+        # Should return the real path instead of None
+        assert result == real_path
+        self.db_service.get_collected_files.assert_called_once_with(source)

From e233af29bb6af893420225c77f172c499daaa0f6 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 16:54:13 -0700
Subject: [PATCH 198/279] change placeholder from UUID to machine GUID

---
 libs/chromium/chromium/local_state.py                |  2 +-
 .../file_linking/placeholder_resolver.py             |  4 ++--
 libs/file_linking/tests/test_placeholder_resolver.py | 12 ++++++------
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 5f39472..25d4da2 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -236,7 +236,7 @@ async def _insert_state_keys(
             # Hash comes from Chromium calling NCryptOpenKey with the key name of "Google Chromekey1"
             # Hashing algorithm is described here: https://gist.github.com/leechristensen/40acb67ff5b788d6b78d81443b66b444
             cng_system_private_key_path = (
-                f"{drive}/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+                f"{drive}/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<WINDOWS_MACHINE_GUID>"
             )
 
             # add the masterkey file path (now that we know the key GUID) as a link/listing
diff --git a/libs/file_linking/file_linking/placeholder_resolver.py b/libs/file_linking/file_linking/placeholder_resolver.py
index 177842d..248fa76 100644
--- a/libs/file_linking/file_linking/placeholder_resolver.py
+++ b/libs/file_linking/file_linking/placeholder_resolver.py
@@ -38,9 +38,9 @@ PLACEHOLDERS = [
         description="Windows SID (supports user and system SIDs)",
     ),
     PlaceholderDefinition(
-        name="<UNIVERSALLY_UNIQUE_ID>",
+        name="<WINDOWS_MACHINE_GUID>",
         pattern=r"([0-9a-fA-F]{8}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{4}-[0-9a-fA-F]{12})",
-        description="UUID/GUID in standard format (8-4-4-4-12 hex digits)",
+        description="Windows Machine GUID (8-4-4-4-12 hex digits)",
     ),
 ]
 
diff --git a/libs/file_linking/tests/test_placeholder_resolver.py b/libs/file_linking/tests/test_placeholder_resolver.py
index 2ea07d7..f5dcd61 100644
--- a/libs/file_linking/tests/test_placeholder_resolver.py
+++ b/libs/file_linking/tests/test_placeholder_resolver.py
@@ -64,11 +64,11 @@ class TestPlaceholdersRegistry:
         assert pattern.match("S-1-5-19")  # LOCAL SERVICE
         assert pattern.match("S-1-5-20")  # NETWORK SERVICE
 
-    def test_universally_unique_id_placeholder(self):
-        """Test that UNIVERSALLY_UNIQUE_ID placeholder is defined correctly."""
-        uuid_placeholder = next((p for p in PLACEHOLDERS if "UNIVERSALLY_UNIQUE_ID" in p.name), None)
+    def test_windows_machine_guid_placeholder(self):
+        """Test that WINDOWS_MACHINE_GUID placeholder is defined correctly."""
+        uuid_placeholder = next((p for p in PLACEHOLDERS if "WINDOWS_MACHINE_GUID" in p.name), None)
         assert uuid_placeholder is not None
-        assert uuid_placeholder.name == "<UNIVERSALLY_UNIQUE_ID>"
+        assert uuid_placeholder.name == "<WINDOWS_MACHINE_GUID>"
         # Test pattern matches valid UUIDs
         pattern = re.compile(uuid_placeholder.pattern)
         assert pattern.match("f26c165b-53c8-414e-8abb-ec5f0f52df22")
@@ -354,7 +354,7 @@ class TestPlaceholderResolutionScenarios:
         # Scenario: Chrome Local State creates placeholder for CNG system private key,
         # then real key file arrives (forward propagation)
         placeholder_path = (
-            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<WINDOWS_MACHINE_GUID>"
         )
 
         self.db_service.get_placeholder_entries.return_value = [
@@ -387,7 +387,7 @@ class TestPlaceholderResolutionScenarios:
 
         # Placeholder path being created
         placeholder_path = (
-            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<UNIVERSALLY_UNIQUE_ID>"
+            "/C:/ProgramData/Microsoft/Crypto/SystemKeys/7096db7aeb75c0d3497ecd56d355a695_<WINDOWS_MACHINE_GUID>"
         )
         source = "test-agent"
 

From 1a638757a4519aa44661970a5a3cff4e71093774 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 17:54:27 -0700
Subject: [PATCH 199/279] update changelog, CNG description

---
 CHANGELOG.md                          | 43 ++++++++++++++++++---------
 libs/chromium/chromium/local_state.py |  2 +-
 2 files changed, 30 insertions(+), 15 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ced67d4..eb8bf90 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,26 +9,37 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Added
 
-- Postgres support for DPAPI backend
-- More explanation for DPAPI decryption examples
-- Cookie/Login Data DPAPI value decryption, display in frontend
-- Added `dpapi_masterkey` file enrichment module
-- Severity filter checkboxes for frontend
-- DPAPI decryption benchmarks
+- Auto-decryption of Chromium and DPAPI related data:
+  - Cookie and Login Data(saved passwords) DPAPI value decryption
+  - Added Chromium UI page to display Cookie/Login Data
+  - CNG/Chromekey file enrichment module (parser + decryptor)
+  - Chromium ABE v3 decryption (via decrypted CNG keys)
+- nemesis_dpapi support library:
+  - Added Postgres support for DPAPI backend
+  - Dapr pubsub integration for DPAPI-related event broadcasting
+  - Added uniqueness and write constraints to prevent duplicate master/backup keys
+  - Can now differentiate between user/system masterkeys
+  - Added docs, examples, tests, and decryption benchmarks
+  - Added support for v3 masterkeys decrypted with backup key
+- New file enrichment modules:
+  - `dpapi_masterkey` - Extracts encrypted masterkeys from user/system DPAPI masterkey files and decrypts them, if possible.
+  - `exif_metadata` file enrichment module for supported image files
+  - Added `cng_file`
+- Added support for async code in Dapr activities used in enrichment modules
+- Findings Page: Modified the Severities filter button to use checkboxes
 - Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
 - Text translation agent
-- Ability to delete file linkings from the FileViewer
-- Dapr pubsub integration for DPAPI-related revents
-- Bumped Dapr version to 1.16.1
-- CNG/Chromekey file enrichment module (parser + decryptor)
-- Chromium ABE v3 decryption (via decrypted CNG keys)
-- `exif_metadata` file enrichment module for supported image files
 - Retroactive decryption for Chromium Local State files when plaintext masterkeys are submitted/decrypted
+- File linking:
+  - Enchanced file linking with placeholders in the path that resolve once a matching file is collected.
+  - File Viewer: Added ability to delete file linkings from the FileViewer
+  - File Browser: Added the collection reason and "Linked to by" fields on the "Files that need collection" option
+- CLI: add a `--folder` option to the submit command that allows you to specify the path to the root folder of uploaded files.
 
 ### Changed
 
 - Now use DPAPIck3 for blob decryption
-- Updated DAPR version
+- Bumped Dapr version to 1.16.1
 - DPAPI_SYSTEM key pulled from registry parsing is now registered with the backend
 - Updated category filters for frontend
 - Collapsed inbound/outbound labels for linked files in dashboard
@@ -36,6 +47,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Chromium Local State, Cookies, and Login Data files now don't require hard paths
 - Reg hive file linkings now done programmatically instead of via rules
 - SYSTEM masterkey file linkings now done programmatically instead of via rules
+- Added more details to errors that cause a workflow to die
+- Optimized DPAPI masterkey decryption based on the type of masterkey
+- Converted several DB calls to async code
+- Optimized the housekeeping code to run in parallel and use transactions (where possible)
 
 ### Fixed
 
@@ -43,7 +58,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Lots of async issues
 - Fixed tag search issue
 - Fix to keep strings.txt from sqlite dbs from processing
-- Path normalization (now standardized)
+- Path normalization: Fixed many bugs, removed lots of duplicate normalization, standardized normalization upon initial ingestion.
 - Countless linting and other fixes
 
 
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 499879e..44a4da7 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -241,7 +241,7 @@ async def _insert_state_keys(
 
             # add the masterkey file path (now that we know the key GUID) as a link/listing
             await add_file_linking(file_enriched.source, file_enriched.path, masterkey_path, "windows:system_masterkey")
-            await add_file_linking(file_enriched.source, file_enriched.path, cng_system_private_key_path, "windows:cng_system_private_key")
+            await add_file_linking(file_enriched.source, file_enriched.path, cng_system_private_key_path, "windows:cng_system_private_key - Contains Chrome key used to encrypt the Local State")
 
             try:
                 # Parse only the DPAPI portion (after APPB header)

From 5bdf80b2aaff9cb7dfd87e2bb1e0405c4d4e82e4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 18:13:49 -0700
Subject: [PATCH 200/279] update CLI to support explicitly empty --folder

---
 projects/cli/cli/submit.py | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index 582377a..b1bc39d 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -478,7 +478,7 @@ def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], f
 
     Otherwise, return the file path as-is.
     """
-    if not folder or not base_paths:
+    if folder is None or not base_paths:
         return str(file_path)
 
     # Resolve to absolute paths
@@ -513,11 +513,18 @@ def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], f
         # Shouldn't happen, but fallback
         return str(file_path)
 
+    # Normalize the relative path to use forward slashes
+    rel_path_normalized = str(rel_path).replace('\\', '/')
+
+    # If folder is empty string, return just the relative path without any prefix
+    if folder == "":
+        return rel_path_normalized
+
     # Ensure folder ends with path separator if it doesn't
     folder_normalized = folder.rstrip('/\\')
 
     # Join folder with relative path using Unix-style paths
-    result = folder_normalized + '/' + str(rel_path).replace('\\', '/')
+    result = folder_normalized + '/' + rel_path_normalized
 
     return result
 

From 4cc62007cc1c2879f6bef2a1196848322093a7e3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 18:15:08 -0700
Subject: [PATCH 201/279] type warnings

---
 projects/cli/cli/submit.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index b1bc39d..ee367fe 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -146,7 +146,7 @@ def parse_filters(
 
     # If inline patterns are provided, build the filter object
     elif include_patterns or exclude_patterns:
-        file_filters = {"pattern_type": pattern_type}
+        file_filters: dict = {"pattern_type": pattern_type}
 
         if include_patterns:
             file_filters["include"] = list(include_patterns)
@@ -537,7 +537,7 @@ def create_metadata(
     file_filters: Optional[dict] = None,
 ) -> dict:
     """Create metadata dictionary for file submission"""
-    metadata = {
+    metadata: dict = {
         "agent_id": agent_id,
         "project": project,
         # "timestamp": datetime.now(UTC).isoformat(), # these have defaults in the submission API now

From 4c70844fddb0cd1afc38aabb28dad2f2941a4e3e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 18:17:10 -0700
Subject: [PATCH 202/279] linting

---
 projects/cli/.vscode/settings.json                     |  1 +
 projects/cli/cli/monitor.py                            |  5 ++---
 projects/cli/cli/mythic_connector/handlers.py          |  7 +++----
 projects/cli/cli/mythic_connector/mythic_connector.py  |  1 -
 projects/cli/cli/mythic_connector/sync.py              |  3 +--
 projects/cli/cli/nemesis_client.py                     |  3 +--
 .../cli/cli/stage1_connector/download_processor.py     |  3 +--
 projects/cli/cli/stage1_connector/stage1_connector.py  |  1 -
 projects/cli/cli/submit.py                             | 10 ++++++----
 9 files changed, 15 insertions(+), 19 deletions(-)

diff --git a/projects/cli/.vscode/settings.json b/projects/cli/.vscode/settings.json
index 6f17128..b402bbd 100644
--- a/projects/cli/.vscode/settings.json
+++ b/projects/cli/.vscode/settings.json
@@ -6,6 +6,7 @@
         "editor.formatOnSave": false
     },
     "[python]": {
+        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
diff --git a/projects/cli/cli/monitor.py b/projects/cli/cli/monitor.py
index 6434d28..59f78b1 100644
--- a/projects/cli/cli/monitor.py
+++ b/projects/cli/cli/monitor.py
@@ -6,11 +6,10 @@ from pathlib import Path
 from typing import Optional
 
 import click
-from watchdog.events import FileSystemEventHandler
-from watchdog.observers import Observer
-
 from cli.log import setup_logging
 from cli.submit import submit_files
+from watchdog.events import FileSystemEventHandler
+from watchdog.observers import Observer
 
 
 class NewFileHandler(FileSystemEventHandler):
diff --git a/projects/cli/cli/mythic_connector/handlers.py b/projects/cli/cli/mythic_connector/handlers.py
index f2c3933..e7e86ad 100644
--- a/projects/cli/cli/mythic_connector/handlers.py
+++ b/projects/cli/cli/mythic_connector/handlers.py
@@ -6,15 +6,14 @@ from datetime import UTC, datetime, timedelta
 from typing import Any
 
 import urllib3
-from common.models2.api import FileMetadata, FileWithMetadataResponse
-from mythic import mythic, mythic_classes
-
 from cli.mythic_connector.config import Settings
 from cli.mythic_connector.db import Database
 from cli.mythic_connector.logger import get_logger
 
 # from cli.mythic_connector.nemesis import NemesisClient
 from cli.nemesis_client import NemesisClient
+from common.models2.api import FileMetadata, FileWithMetadataResponse
+from mythic import mythic, mythic_classes
 
 logger = get_logger(__name__)
 urllib3.disable_warnings(urllib3.exceptions.InsecureRequestWarning)
@@ -177,7 +176,7 @@ class FileHandler:
                 self._total_files_count += 1
                 # Use the host field as the source identifier
                 source = f"host://{file_meta.get('host', 'unknown')}"
-                
+
                 metadata = FileMetadata(
                     agent_id="mythic",
                     source=source,
diff --git a/projects/cli/cli/mythic_connector/mythic_connector.py b/projects/cli/cli/mythic_connector/mythic_connector.py
index e6708fe..e98bbd4 100644
--- a/projects/cli/cli/mythic_connector/mythic_connector.py
+++ b/projects/cli/cli/mythic_connector/mythic_connector.py
@@ -3,7 +3,6 @@ import logging
 
 import click
 import urllib3
-
 from cli.mythic_connector.config import get_settings
 
 
diff --git a/projects/cli/cli/mythic_connector/sync.py b/projects/cli/cli/mythic_connector/sync.py
index 3947bab..ce54468 100644
--- a/projects/cli/cli/mythic_connector/sync.py
+++ b/projects/cli/cli/mythic_connector/sync.py
@@ -5,14 +5,13 @@ from urllib.parse import ParseResult, urlparse, urlunparse
 
 # Third-party imports
 import aiohttp
-from mythic import mythic
-
 from cli.config import NemesisConfig, PasswordCredential
 from cli.mythic_connector.config import Settings, TokenCredential
 from cli.mythic_connector.db import Database
 from cli.mythic_connector.handlers import FileHandler
 from cli.mythic_connector.logger import get_logger
 from cli.nemesis_client import NemesisClient
+from mythic import mythic
 
 logger = get_logger(__name__)
 
diff --git a/projects/cli/cli/nemesis_client.py b/projects/cli/cli/nemesis_client.py
index 7c26abb..e8016d3 100644
--- a/projects/cli/cli/nemesis_client.py
+++ b/projects/cli/cli/nemesis_client.py
@@ -5,6 +5,7 @@ from pathlib import Path
 from typing import BinaryIO, Optional, Union
 
 import requests
+from cli.config import NemesisConfig
 from common.models2.api import (
     APIInfo,
     ErrorResponse,
@@ -16,8 +17,6 @@ from common.models2.api import (
 from requests.auth import HTTPBasicAuth
 from requests_toolbelt import MultipartEncoder
 
-from cli.config import NemesisConfig
-
 logger = logging.getLogger(__name__)
 
 
diff --git a/projects/cli/cli/stage1_connector/download_processor.py b/projects/cli/cli/stage1_connector/download_processor.py
index 8153440..e6f53b2 100644
--- a/projects/cli/cli/stage1_connector/download_processor.py
+++ b/projects/cli/cli/stage1_connector/download_processor.py
@@ -8,10 +8,9 @@ from pathlib import Path
 from typing import Optional, Union
 
 import plyvel
-from common.models2.api import FileMetadata, FileWithMetadataResponse
-
 from cli.nemesis_client import NemesisClient
 from cli.stage1_connector.outflankc2_client import Download, Implant, OutflankC2Client
+from common.models2.api import FileMetadata, FileWithMetadataResponse
 
 logger = logging.getLogger(__name__)
 
diff --git a/projects/cli/cli/stage1_connector/stage1_connector.py b/projects/cli/cli/stage1_connector/stage1_connector.py
index 915a249..5b4a5b2 100644
--- a/projects/cli/cli/stage1_connector/stage1_connector.py
+++ b/projects/cli/cli/stage1_connector/stage1_connector.py
@@ -3,7 +3,6 @@ import asyncio
 import logging
 
 import urllib3
-
 from cli.config import Config, OutflankConfig
 from cli.log import setup_logging
 from cli.nemesis_client import NemesisClient
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index ee367fe..f230e4c 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -358,7 +358,9 @@ def submit_files(
     stop_event = Event()
 
     if total_submissions > 1:
-        logger.info(f"Starting {total_submissions} concurrent submissions ({total_files} files × {total_submissions} submissions = {total_operations} total operations)")
+        logger.info(
+            f"Starting {total_submissions} concurrent submissions ({total_files} files × {total_submissions} submissions = {total_operations} total operations)"
+        )
 
     # Create progress bar for all operations
     with tqdm(
@@ -514,17 +516,17 @@ def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], f
         return str(file_path)
 
     # Normalize the relative path to use forward slashes
-    rel_path_normalized = str(rel_path).replace('\\', '/')
+    rel_path_normalized = str(rel_path).replace("\\", "/")
 
     # If folder is empty string, return just the relative path without any prefix
     if folder == "":
         return rel_path_normalized
 
     # Ensure folder ends with path separator if it doesn't
-    folder_normalized = folder.rstrip('/\\')
+    folder_normalized = folder.rstrip("/\\")
 
     # Join folder with relative path using Unix-style paths
-    result = folder_normalized + '/' + rel_path_normalized
+    result = folder_normalized + "/" + rel_path_normalized
 
     return result
 

From c9358a9a2e3e1601a39c79c85e51a46e3ee28779 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Thu, 16 Oct 2025 23:03:42 -0700
Subject: [PATCH 203/279] make file links merge case insensitive, info -->
 debug logging

---
 .../cng_file/analyzer.py                      | 12 ++++----
 libs/file_linking/tests/test_rules_engine.py  |  5 ++--
 .../FileViewer/LinkedFilesSection.jsx         | 30 ++++++++++---------
 3 files changed, 24 insertions(+), 23 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index 75bb663..f665c6b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -292,7 +292,7 @@ rule is_cng_file
             Dict with masterkey_guid, is_decrypted, and decrypted_key_hex (if decrypted)
         """
         try:
-            logger.info(f"Private key data ({len(private_key_data)} bytes): {private_key_data.hex()}")
+            logger.debug(f"Private key data ({len(private_key_data)} bytes): {private_key_data.hex()}")
 
             # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L13
             #   can't forget the null terminator ;)
@@ -301,9 +301,9 @@ rule is_cng_file
             # Try to parse as DPAPI blob directly (CNG private keys are direct DPAPI blobs)
             try:
                 blob = Blob.from_bytes(private_key_data)
-                logger.info(f"Private key is DPAPI encrypted with masterkey: {blob.masterkey_guid}")
+                logger.debug(f"Private key is DPAPI encrypted with masterkey: {blob.masterkey_guid}")
                 import base64
-                logger.info(f"blob: {base64.b64encode(blob.encrypted_data).decode('utf-8')}")
+                logger.debug(f"blob: {base64.b64encode(blob.encrypted_data).decode('utf-8')}")
 
                 # Attempt decryption
                 decrypted_key = None
@@ -353,14 +353,14 @@ rule is_cng_file
 
             except Exception as e:
                 # If direct parsing fails, try extracting from property wrapper
-                logger.info(f"Direct DPAPI parsing failed ({e}), trying property extraction...")
+                logger.debug(f"Direct DPAPI parsing failed ({e}), trying property extraction...")
                 dpapi_blob_data = extract_dpapi_blob_from_cng_property(private_key_data)
 
                 if dpapi_blob_data and dpapi_blob_data != private_key_data:
-                    logger.info(f"Extracted {len(dpapi_blob_data)} bytes from property wrapper")
+                    logger.debug(f"Extracted {len(dpapi_blob_data)} bytes from property wrapper")
                     try:
                         blob = Blob.from_bytes(dpapi_blob_data)
-                        logger.info(f"Extracted blob uses masterkey: {blob.masterkey_guid}")
+                        logger.debug(f"Extracted blob uses masterkey: {blob.masterkey_guid}")
 
                         # Attempt decryption
                         final_key_material = None
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
index 17fb55b..41ab9c8 100644
--- a/libs/file_linking/tests/test_rules_engine.py
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -567,7 +567,6 @@ class TestPlaceholderResolutionIntegration:
         engine.db_service.get_placeholder_entries = AsyncMock(return_value=[])
 
         # Create a rule that generates a placeholder path
-        import yaml
 
         rule_content = """
 name: "test_placeholder_rule"
@@ -673,8 +672,8 @@ linked_files:
         """Test SID placeholder resolution."""
         from unittest.mock import AsyncMock
 
-        placeholder_path = "/C:/Windows/System32/config/systemprofile/AppData/Local/<WINDOWS_SECURITY_IDENTIFIER>/file.dat"
-        real_path = "/C:/Windows/System32/config/systemprofile/AppData/Local/S-1-5-18/file.dat"
+        placeholder_path = "/C:/Windows/System32/Config/systemprofile/AppData/Local/<WINDOWS_SECURITY_IDENTIFIER>/file.dat"
+        real_path = "/C:/Windows/System32/Config/systemprofile/AppData/Local/S-1-5-18/file.dat"
 
         engine.db_service.get_placeholder_entries = AsyncMock(
             return_value=[{"table_name": "file_listings", "path": placeholder_path}]
diff --git a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
index 8d2ebec..71e4023 100644
--- a/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
+++ b/projects/frontend/src/components/FileViewer/LinkedFilesSection.jsx
@@ -76,11 +76,11 @@ const LinkedFilesSection = ({ filePath, source }) => {
           // Collect all unique linked file paths
           const linkedPaths = new Set();
           linkedFilesResult.forEach(linking => {
-            // Add the path that's not the current file
-            if (linking.file_path_1 !== filePath) {
+            // Add the path that's not the current file (case-insensitive comparison)
+            if (linking.file_path_1.toLowerCase() !== filePath.toLowerCase()) {
               linkedPaths.add(linking.file_path_1);
             }
-            if (linking.file_path_2 !== filePath) {
+            if (linking.file_path_2.toLowerCase() !== filePath.toLowerCase()) {
               linkedPaths.add(linking.file_path_2);
             }
           });
@@ -117,11 +117,12 @@ const LinkedFilesSection = ({ filePath, source }) => {
             if (!statusResult.errors) {
               const fileListingsResult = statusResult.data.file_listings || [];
 
-              // Create status map
+              // Create status map with case-insensitive keys
               fileListingsResult.forEach(file => {
-                statusMap.set(file.path, {
+                statusMap.set(file.path.toLowerCase(), {
                   status: file.status,
-                  object_id: file.object_id
+                  object_id: file.object_id,
+                  originalPath: file.path
                 });
               });
             }
@@ -157,11 +158,11 @@ const LinkedFilesSection = ({ filePath, source }) => {
   };
 
   const getLinkedFilePath = (linking, currentPath) => {
-    return linking.file_path_1 === currentPath ? linking.file_path_2 : linking.file_path_1;
+    return linking.file_path_1.toLowerCase() === currentPath.toLowerCase() ? linking.file_path_2 : linking.file_path_1;
   };
 
   const getRelationshipDirection = (linking, currentPath) => {
-    return linking.file_path_1 === currentPath ? 'outbound' : 'inbound';
+    return linking.file_path_1.toLowerCase() === currentPath.toLowerCase() ? 'outbound' : 'inbound';
   };
 
   const handleDeleteClick = (linkingId) => {
@@ -267,19 +268,20 @@ const LinkedFilesSection = ({ filePath, source }) => {
         <CardContent>
           <div className="space-y-3">
             {(() => {
-              // Group linked files by path to merge entries with different directions
+              // Group linked files by path to merge entries with different directions (case-insensitive)
               const groupedFiles = new Map();
 
               linkedFiles.forEach((linking) => {
                 const linkedPath = getLinkedFilePath(linking, filePath);
                 const direction = getRelationshipDirection(linking, filePath);
+                const pathKey = linkedPath.toLowerCase();
 
-                if (groupedFiles.has(linkedPath)) {
-                  const existing = groupedFiles.get(linkedPath);
+                if (groupedFiles.has(pathKey)) {
+                  const existing = groupedFiles.get(pathKey);
                   existing.directions.add(direction);
                   existing.linkTypes.add(linking.link_type);
                 } else {
-                  groupedFiles.set(linkedPath, {
+                  groupedFiles.set(pathKey, {
                     linkedPath,
                     directions: new Set([direction]),
                     linkTypes: new Set([linking.link_type].filter(Boolean)),
@@ -291,8 +293,8 @@ const LinkedFilesSection = ({ filePath, source }) => {
               return Array.from(groupedFiles.values()).map((group) => {
                 const fileName = group.linkedPath.split(/[\/\\]/).pop() || group.linkedPath;
 
-                // Get file status info
-                let fileInfo = fileStatusMap.get(group.linkedPath);
+                // Get file status info (case-insensitive lookup)
+                let fileInfo = fileStatusMap.get(group.linkedPath.toLowerCase());
                 const isCollected = fileInfo?.status === 'collected' && fileInfo?.object_id;
 
                 return (

From be931be374aef183b1788274839e900d54d079af Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 01:09:42 -0700
Subject: [PATCH 204/279] async activities,update models,dev mode settings

- Centralize Dapr workflow runtime initialization
- Create an async activity decorator
- Migrate Pydantic v1 Config classes to v2 ConfigDict in models.py
- Set explicit open=True for ConnectionPool instances
- Enable PYTHONDEVMODE in file_enrichment Dockerfile to catch more bugs
- Update VSCode settings for Python interpreter path and format-on-save
---
 libs/common/.vscode/settings.json             |  2 +
 libs/common/common/models.py                  | 32 ++++-----
 libs/common/common/workflows/setup.py         | 64 ++++++++++++++++++
 libs/common/poetry.lock                       | 47 ++++++++++++-
 libs/common/pyproject.toml                    |  1 +
 projects/file_enrichment/Dockerfile           |  4 +-
 .../file_enrichment/controller.py             |  8 ++-
 .../file_enrichment/routes/enrichments.py     | 14 ++--
 .../file_enrichment/workflow.py               | 66 +++++++++----------
 .../file_enrichment/workflow_manager.py       |  2 +-
 10 files changed, 172 insertions(+), 68 deletions(-)
 create mode 100644 libs/common/common/workflows/setup.py

diff --git a/libs/common/.vscode/settings.json b/libs/common/.vscode/settings.json
index 0cdb088..61a8b1d 100644
--- a/libs/common/.vscode/settings.json
+++ b/libs/common/.vscode/settings.json
@@ -6,6 +6,7 @@
         "editor.formatOnSave": false
     },
     "[python]": {
+        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
@@ -60,4 +61,5 @@
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
     "python.analysis.typeCheckingMode": "basic",
+    "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python"
 }
\ No newline at end of file
diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 9b3fcb1..7b20e3a 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -3,7 +3,7 @@ from datetime import datetime
 from enum import Enum
 from typing import TYPE_CHECKING, Any, Generic, TypeVar
 
-from pydantic import BaseModel, Field
+from pydantic import BaseModel, ConfigDict, Field
 
 from .logger import get_logger
 
@@ -93,14 +93,12 @@ class DotNetAssemblyAnalysis(BaseModel):
 
 
 class DotNetOutput(BaseModel):
+    model_config = ConfigDict(populate_by_name=True)
+
     object_id: str = Field(alias="objectId")
     decompilation: str | None = None
     analysis: str | None = None
 
-    class Config:
-        populate_by_name = True
-        validate_by_name = True
-
     def get_parsed_analysis(self) -> DotNetAssemblyAnalysis | None:
         """Parse the analysis JSON string into a DotNetAssemblyAnalysis object"""
         if not self.analysis:
@@ -166,13 +164,11 @@ class ScanResults(BaseModel):
 
 
 class NoseyParkerOutput(BaseModel):
+    model_config = ConfigDict(populate_by_name=True, extra="ignore")
+
     object_id: str
     scan_result: ScanResults
 
-    class Config:
-        populate_by_name = True
-        extra = "ignore"  # Ignore extra fields
-
     # Add a factory method to handle flexible parsing
     @classmethod
     def from_dict(cls, data: dict):
@@ -206,13 +202,19 @@ class NoseyParkerOutput(BaseModel):
 #
 ##########################################
 class File(BaseModel):
+    model_config = ConfigDict(
+        exclude_none=True,
+        exclude_unset=True,
+        json_encoders={datetime: lambda dt: dt.isoformat()},
+    )
+
     object_id: str
     agent_id: str
     source: str | None = None
     project: str
     timestamp: datetime
     expiration: datetime
-    path: str #| None = None
+    path: str  # | None = None
     originating_object_id: str | None = None
     originating_container_id: str | None = None
     nesting_level: int | None = None
@@ -220,11 +222,6 @@ class File(BaseModel):
     access_time: str | None = None
     modification_time: str | None = None
 
-    class Config:
-        exclude_none = True
-        exclude_unset = True
-        json_encoders = {datetime: lambda dt: dt.isoformat()}
-
     @classmethod
     def from_file_metadata(cls, metadata: "FileMetadata", object_id: str) -> "File":
         """
@@ -273,6 +270,8 @@ class FileHashes(BaseModel):
 
 
 class FileEnriched(File):
+    model_config = ConfigDict(json_encoders={datetime: lambda dt: dt.isoformat()})
+
     file_name: str
     extension: str | None = None
     size: int
@@ -282,9 +281,6 @@ class FileEnriched(File):
     is_plaintext: bool
     is_container: bool
 
-    class Config:
-        json_encoders = {datetime: lambda dt: dt.isoformat()}
-
 
 ##########################################
 #
diff --git a/libs/common/common/workflows/setup.py b/libs/common/common/workflows/setup.py
new file mode 100644
index 0000000..4420940
--- /dev/null
+++ b/libs/common/common/workflows/setup.py
@@ -0,0 +1,64 @@
+import asyncio
+from collections.abc import Callable
+from functools import wraps
+from typing import Any
+
+import dapr.ext.workflow as wf
+from dapr.ext.workflow.logger.options import LoggerOptions
+
+from .logger import WORKFLOW_RUNTIME_LOG_LEVEL
+
+wf_runtime: wf.WorkflowRuntime = wf.WorkflowRuntime(
+    logger_options=LoggerOptions(
+        log_level=WORKFLOW_RUNTIME_LOG_LEVEL,
+    )
+)
+
+
+def set_fastapi_loop(loop: asyncio.AbstractEventLoop) -> None:
+    global fastapi_loop
+    fastapi_loop = loop
+
+
+def workflow_activity(fn: Callable | None = None, *, name: str | None = None) -> Callable:
+    """
+    Decorator to mark an async function as a workflow activity.
+    The default @wf_runtime.activity decorator does not support async functions.
+
+    Can be used with or without parentheses:
+        @workflow_activity
+        async def my_activity(): ...
+
+        @workflow_activity()
+        async def my_activity(): ...
+
+        @workflow_activity(name="custom_name")
+        async def my_activity(): ...
+    """
+
+    def decorator(func: Callable) -> Callable:
+        # To facilitate unit-testing, avoid using the @wf_runtime.activity decorator
+        # and simply return the function as is.
+        # if settings.pytest_running:
+        #     return func
+
+        @wf_runtime.activity(name=name)
+        @wraps(func)
+        def wrapped_fn(*args, **kwargs) -> Any:  # type: ignore
+            result = func(*args, **kwargs)
+            if not asyncio.iscoroutine(result):
+                # If the result is not a coroutine, just return it as is.
+                return result
+
+            if fastapi_loop is None:
+                raise RuntimeError("FastAPI event loop is not set.")
+            return asyncio.run_coroutine_threadsafe(result, fastapi_loop).result()
+
+        return wrapped_fn
+
+    # If called without parentheses, fn will be the function
+    if fn is not None:
+        return decorator(fn)
+
+    # If called with parentheses (with or without arguments), return the decorator
+    return decorator
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index 730308f..173dde2 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -259,6 +259,18 @@ cffi = [
     {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
 ]
 
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
+    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
+]
+
 [[package]]
 name = "attrs"
 version = "25.4.0"
@@ -413,6 +425,39 @@ protobuf = ">=4.22"
 python-dateutil = ">=2.8.1"
 typing-extensions = ">=4.4.0"
 
+[[package]]
+name = "dapr-ext-workflow"
+version = "1.16.0"
+description = "The official release of Dapr Python SDK Workflow Authoring Extension."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "dapr-ext-workflow-1.16.0.tar.gz", hash = "sha256:7487d174394d305e668784f4bac2dcecc757a1e0a8ddf6e5e1cb32c0a887be78"},
+    {file = "dapr_ext_workflow-1.16.0-py3-none-any.whl", hash = "sha256:028f6b3a340a5a8f0b061eacdef60de1ce52de2340f9636f517f799f73437ee8"},
+]
+
+[package.dependencies]
+dapr = ">=1.16.0"
+durabletask-dapr = ">=0.2.0a8"
+
+[[package]]
+name = "durabletask-dapr"
+version = "0.2.0a9"
+description = "A Durable Task Client SDK for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "durabletask_dapr-0.2.0a9-py3-none-any.whl", hash = "sha256:48c401c30c05a6122bdd1ee245e9b65c56dabb2dde3dfe6fe1d4ee47085e4a2e"},
+    {file = "durabletask_dapr-0.2.0a9.tar.gz", hash = "sha256:ec481840a043a9d15f67628386b0694e60a04de8015f8f56883f55e490ebbb56"},
+]
+
+[package.dependencies]
+asyncio = "*"
+grpcio = "*"
+protobuf = "*"
+
 [[package]]
 name = "fastapi"
 version = "0.115.14"
@@ -1627,4 +1672,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "f3ede34ed9c48ade63983acaab41802174c15e49bf3cfb8a3a38e756fb598973"
+content-hash = "250523c549945f66c9d5c80436ec7122d547ec7edecd87416b4205f8cde2adc0"
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index c0fdefe..649c877 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -12,6 +12,7 @@ structlog = "^25.1.0"
 dapr = "1.16.0"
 minio = "^7.2.14"
 fastapi = "^0.115.6"
+dapr-ext-workflow = "^1.16.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/file_enrichment/Dockerfile b/projects/file_enrichment/Dockerfile
index 1c384f8..256103c 100644
--- a/projects/file_enrichment/Dockerfile
+++ b/projects/file_enrichment/Dockerfile
@@ -63,6 +63,8 @@ RUN mkdir -p /yara_rules/
 ENV PYTHONUNBUFFERED=1
 # No .pyc/pycache files
 ENV PYTHONDONTWRITEBYTECODE=1
+
+ENV PYTHONDEVMODE=1
 ENV PYTHONASYNCIODEBUG=1
 
 ENV LOG_LEVEL=DEBUG
@@ -114,8 +116,6 @@ ENV UVICORN_HOST=0.0.0.0 \
     UVICORN_PROXY_HEADERS=1 \
     UVICORN_ACCESS_LOG=false
 
-# Enable asyncio debug mode to detect blocking calls & common asyncio issues
-ENV PYTHONASYNCIODEBUG=1
 
 # TODO: Re-enable when we're ready for release
 # USER nemesis
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index fde9e9c..509ef53 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,6 +5,7 @@ from contextlib import asynccontextmanager
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import CloudEvent, File
+from common.workflows import set_fastapi_loop
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
@@ -20,7 +21,7 @@ from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
 from .subscriptions.dotnet_handler import process_dotnet_event
 from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
-from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, workflow_runtime
+from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
@@ -36,7 +37,7 @@ logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=o
 postgres_connection_string = get_postgres_connection_str()
 
 pool = ConnectionPool(
-    postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows)
+    postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows), open=True
 )
 
 module_execution_order = []
@@ -58,6 +59,7 @@ async def lifespan(app: FastAPI):
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
     app.state.event_loop = asyncio.get_running_loop()
+    set_fastapi_loop(asyncio.get_event_loop())
 
     # Initialize global DpapiManager for the application lifetime
     dapr_client = DaprClient()
@@ -191,4 +193,4 @@ async def process_nosey_parker_results(event: CloudEvent):
 async def process_bulk_enrichment_task(event: CloudEvent):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
-    await process_bulk_enrichment_event(event.data, workflow_manager, workflow_runtime)
+    await process_bulk_enrichment_event(event.data, workflow_manager, wf_runtime)
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index 3ff7abb..71fe510 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -8,7 +8,7 @@ import uuid
 import common.helpers as helpers
 from common.logger import get_logger
 from fastapi import APIRouter, Body, HTTPException, Path
-from file_enrichment.workflow import workflow_runtime
+from file_enrichment.workflow import wf_runtime
 from pydantic import BaseModel
 
 logger = get_logger(__name__)
@@ -24,7 +24,7 @@ class EnrichmentRequest(BaseModel):
 async def list_enabled_llm_enrichments():
     """List the enabled LLM enrichments based on environment variables."""
     try:
-        if not workflow_runtime or not workflow_runtime.modules:
+        if not wf_runtime or not wf_runtime.modules:
             raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
 
         llm_enrichments = []
@@ -46,10 +46,10 @@ async def list_enabled_llm_enrichments():
 async def list_enrichments():
     """List all available enrichment modules."""
     try:
-        if not workflow_runtime or not workflow_runtime.modules:
+        if not wf_runtime or not wf_runtime.modules:
             raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
 
-        modules = list(workflow_runtime.modules.keys())
+        modules = list(wf_runtime.modules.keys())
         return {"modules": modules}
 
     except Exception as e:
@@ -68,14 +68,14 @@ async def run_enrichment(
 
     try:
         # Check if module
-        if not workflow_runtime or not workflow_runtime.modules:
+        if not wf_runtime or not wf_runtime.modules:
             raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
 
-        if enrichment_name not in workflow_runtime.modules:
+        if enrichment_name not in wf_runtime.modules:
             raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
 
         # Get the module
-        module = workflow_runtime.modules[enrichment_name]
+        module = wf_runtime.modules[enrichment_name]
 
         # Check if we should process this file - run in thread since it might use sync operations
         should_process = await asyncio.to_thread(module.should_process, request.object_id)
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 699fa5c..f255f10 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -12,10 +12,11 @@ import magic
 import psycopg
 from common.db import get_postgres_connection_str
 from common.helpers import create_text_reader, get_file_extension, is_container
-from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, WORKFLOW_RUNTIME_LOG_LEVEL, get_logger
+from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, get_logger
 from common.models import Alert, EnrichmentResult, NoseyParkerInput
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
+from common.workflows.setup import wf_runtime, workflow_activity
 from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
 from file_enrichment_modules.module_loader import ModuleLoader
@@ -24,18 +25,11 @@ from nemesis_dpapi import DpapiManager
 
 logger = get_logger(__name__)
 
-workflow_runtime = wf.WorkflowRuntime(
-    logger_options=LoggerOptions(
-        log_level=WORKFLOW_RUNTIME_LOG_LEVEL,
-    )
-)
-
 
 workflow_client: wf.DaprWorkflowClient = None
 activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
-dapr_client_for_dpapi: DaprClient = None
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
 gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
@@ -157,8 +151,8 @@ def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chun
 ##########################################
 
 
-@workflow_runtime.activity
-def get_basic_analysis(ctx, activity_input):
+@workflow_activity
+async def get_basic_analysis(ctx, activity_input):
     """Perform 'basic' analysis on a file. Run for every file."""
 
     object_id = activity_input["object_id"]
@@ -270,7 +264,7 @@ def get_basic_analysis(ctx, activity_input):
 
 
 # @workflow_runtime.activity
-# def extract_and_store_features(ctx, activity_input):
+# async def extract_and_store_features(ctx, activity_input):
 #     """Extract features from a file and store them in PostgreSQL."""
 #     try:
 #         logger.info("Starting feature extraction")
@@ -398,8 +392,8 @@ def get_basic_analysis(ctx, activity_input):
 #         raise
 
 
-@workflow_runtime.activity
-def check_file_linkings(ctx, activity_input):
+@workflow_activity
+async def check_file_linkings(ctx, activity_input):
     """
     Check for file linkings using the rules engine and update database tables.
     """
@@ -425,8 +419,8 @@ def check_file_linkings(ctx, activity_input):
     return asyncio.run_coroutine_threadsafe(process_async(ctx, activity_input), asyncio_loop).result()
 
 
-@workflow_runtime.activity
-def publish_findings_alerts(ctx, activity_input):
+@workflow_activity
+async def publish_findings_alerts(ctx, activity_input):
     """
     Activity to publish enriched file data to pubsub after retrieving from state store.
     """
@@ -486,8 +480,8 @@ def publish_findings_alerts(ctx, activity_input):
                         logger.debug("Published alert", alert=alert)
 
 
-@workflow_runtime.activity
-def handle_file_if_plaintext(ctx, activity_input):
+@workflow_activity
+async def handle_file_if_plaintext(ctx, activity_input):
     """
     Activity to index a file's contents if it's plaintext and
     send a pub/sub message to NoseyParker
@@ -513,8 +507,8 @@ def handle_file_if_plaintext(ctx, activity_input):
     logger.debug(f"Published noseyparker_input: {object_id}")
 
 
-@workflow_runtime.activity
-def publish_enriched_file(ctx, activity_input):
+@workflow_activity
+async def publish_enriched_file(ctx, activity_input):
     """
     Activity to publish enriched file data to pubsub after retrieving from state store.
     """
@@ -553,8 +547,8 @@ def publish_enriched_file(ctx, activity_input):
 ##########################################
 
 
-@workflow_runtime.activity
-def run_enrichment_modules(ctx, activity_input: dict):
+@workflow_activity
+async def run_enrichment_modules(ctx, activity_input: dict):
     """Activity that runs all enrichment modules for a file with single file download."""
 
     object_id = activity_input["object_id"]
@@ -577,11 +571,11 @@ def run_enrichment_modules(ctx, activity_input: dict):
             # First pass: determine which modules should process this file
             modules_to_process = []
             for module_name in execution_order:
-                if module_name not in workflow_runtime.modules:
+                if module_name not in wf_runtime.modules:
                     logger.warning("Module not found", module_name=module_name)
                     continue
 
-                module = workflow_runtime.modules[module_name]
+                module = wf_runtime.modules[module_name]
                 try:
                     should_process = module.should_process(object_id, temp_file.name)
 
@@ -598,7 +592,7 @@ def run_enrichment_modules(ctx, activity_input: dict):
             # Second pass: process with modules that should run
             for module_name in modules_to_process:
                 try:
-                    module = workflow_runtime.modules[module_name]
+                    module = wf_runtime.modules[module_name]
                     logger.debug("Starting module processing", module_name=module_name)
 
                     result: EnrichmentResult = module.process(object_id, temp_file.name)
@@ -739,7 +733,7 @@ def run_enrichment_modules(ctx, activity_input: dict):
     return results
 
 
-@workflow_runtime.workflow
+@wf_runtime.workflow
 def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Main workflow that orchestrates all enrichment activities."""
 
@@ -847,7 +841,7 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
         raise
 
 
-@workflow_runtime.workflow
+@wf_runtime.workflow
 def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Lightweight workflow that runs a single enrichment module for bulk operations."""
 
@@ -907,12 +901,12 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global workflow_runtime, workflow_client, asyncio_loop
+    global wf_runtime, workflow_client, asyncio_loop
 
     # Load enrichment modules
     module_loader = ModuleLoader()
     await module_loader.load_modules()
-    workflow_runtime.modules = module_loader.modules
+    wf_runtime.modules = module_loader.modules
 
     asyncio_loop = asyncio.get_running_loop()
 
@@ -920,17 +914,17 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     workflow_name = "default"  # This could be made configurable later
     available_modules = {
         name: module
-        for name, module in workflow_runtime.modules.items()
+        for name, module in wf_runtime.modules.items()
         if hasattr(module, "workflows") and workflow_name in module.workflows
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    for module in workflow_runtime.modules.values():
+    for module in wf_runtime.modules.values():
         if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
             logger.debug(f"Setting 'dpapi_manager' for '{module}'")
             module.dpapi_manager = dpapi_manager  # type: ignore
             module.loop = asyncio.get_running_loop()  # type: ignore
-        elif hasattr(workflow_runtime, "dpapi_manager"):
+        elif hasattr(wf_runtime, "dpapi_manager"):
             logger.debug(f"'dpapi_manager' already set for for '{module}'")
 
     # Build dependency graph from filtered modules
@@ -944,7 +938,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
         execution_order=execution_order,
         workflow=workflow_name,
         total_modules=len(available_modules),
-        filtered_from=len(workflow_runtime.modules),
+        filtered_from=len(wf_runtime.modules),
     )
 
     # Modules are now processed within the run_enrichment_modules activity
@@ -952,7 +946,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     logger.info("Modules loaded and ready for processing", total_modules=len(available_modules))
 
     # Start workflow runtime
-    workflow_runtime.start()
+    wf_runtime.start()
 
     # Initialize workflow client
     workflow_client = wf.DaprWorkflowClient(
@@ -966,8 +960,8 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
 
 def shutdown_workflow_runtime():
     """Shutdown the workflow runtime"""
-    if workflow_runtime:
-        workflow_runtime.shutdown()
+    if wf_runtime:
+        wf_runtime.shutdown()
 
 
 def get_workflow_client() -> wf.DaprWorkflowClient:
@@ -978,7 +972,7 @@ def get_workflow_client() -> wf.DaprWorkflowClient:
 def reload_yara_rules():
     """Reloads all disk/state yara rules."""
     logger.debug("workflow/workflow.py reloading Yara rules")
-    workflow_runtime.modules["yara"].rule_manager.load_rules()
+    wf_runtime.modules["yara"].rule_manager.load_rules()
 
 
 # endregion
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 267ae60..974ffec 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -30,7 +30,7 @@ class WorkflowManager:
         self.max_execution_time = max_execution_time
         self.max_concurrent = max_concurrent
         self.background_tasks = set()  # Track background tasks to prevent GC
-        self.pool = ConnectionPool(get_postgres_connection_str(), min_size=max_concurrent, max_size=(3 * max_concurrent))
+        self.pool = ConnectionPool(get_postgres_connection_str(), min_size=max_concurrent, max_size=(3 * max_concurrent), open=True)
 
         # Start background cleanup task
         cleanup_task = asyncio.create_task(self._cleanup_loop())

From a6bc09752f34024cac4b49b0c1425cf4438ddc4b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 17 Oct 2025 11:40:59 -0700
Subject: [PATCH 205/279] Added retroactive chromekey decryption

- Added retroactive chromekey decryption when new plaintext masterkeys are submitted/decrypted
- Fix for SHA1 masterkeys submitted via the web_api (were previously treated like full masterkeys)
---
 libs/chromium/chromium/__init__.py            |   7 +-
 libs/chromium/chromium/chromekey.py           | 175 ++++++++++++++++++
 libs/common/common/workflows/setup.py         |   2 +-
 .../cng_file/analyzer.py                      |   2 -
 .../file_enrichment/controller.py             |   2 +-
 .../file_enrichment/routes/dpapi.py           |  49 +++--
 .../Dpapi/DpapiSubmitCredential.jsx           |   4 +-
 7 files changed, 222 insertions(+), 19 deletions(-)
 create mode 100644 libs/chromium/chromium/chromekey.py

diff --git a/libs/chromium/chromium/__init__.py b/libs/chromium/chromium/__init__.py
index 1499640..8d22205 100644
--- a/libs/chromium/chromium/__init__.py
+++ b/libs/chromium/chromium/__init__.py
@@ -3,7 +3,11 @@
 from .cookies import process_chromium_cookies
 from .helpers import convert_chromium_timestamp
 from .history import process_chromium_history
-from .local_state import process_chromium_local_state, retry_decrypt_state_keys_for_masterkey
+from .local_state import (
+    process_chromium_local_state,
+    retry_decrypt_state_keys_for_masterkey,
+)
+from .chromekey import retry_decrypt_chrome_keys_for_masterkey
 from .logins import process_chromium_logins
 
 __all__ = [
@@ -12,5 +16,6 @@ __all__ = [
     "process_chromium_cookies",
     "process_chromium_logins",
     "process_chromium_local_state",
+    "retry_decrypt_chrome_keys_for_masterkey",
     "retry_decrypt_state_keys_for_masterkey",
 ]
diff --git a/libs/chromium/chromium/chromekey.py b/libs/chromium/chromium/chromekey.py
new file mode 100644
index 0000000..9045f95
--- /dev/null
+++ b/libs/chromium/chromium/chromekey.py
@@ -0,0 +1,175 @@
+"""Chrome Key and database operations."""
+
+from uuid import UUID
+
+import psycopg
+from common.logger import get_logger
+from nemesis_dpapi import Blob, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+
+from .helpers import get_postgres_connection_str
+
+logger = get_logger(__name__)
+
+
+async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManager, pg_conn) -> dict:
+    """Attempt to decrypt a single chrome_key record using currently available masterkeys.
+
+    Args:
+        chrome_key_id: The ID of the chrome_key record to decrypt
+        dpapi_manager: DpapiManager instance for decryption
+        pg_conn: PostgreSQL connection
+
+    Returns:
+        Dict with decryption results: {
+            "decrypted": bool
+        }
+    """
+    result = {"decrypted": False}
+    cng_key_blob_entropy = b'xT5rZW5qVVbrvpuA\x00'
+
+    # Fetch the chrome_key record
+    with pg_conn.cursor() as cur:
+        cur.execute(
+            """
+            SELECT id, source, key_masterkey_guid, key_bytes_enc,
+                   key_bytes_dec, key_is_decrypted
+            FROM chromium.chrome_keys
+            WHERE id = %s
+            """,
+            (chrome_key_id,),
+        )
+        row = cur.fetchone()
+
+        if not row:
+            logger.warning("Chrome key not found", chrome_key_id=chrome_key_id)
+            return result
+
+        (id, source, key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted) = row
+
+    # Skip if already decrypted
+    if key_is_decrypted:
+        return result
+
+    # Try to decrypt the chrome key
+    if key_bytes_enc and len(key_bytes_enc) > 0:
+        try:
+            dpapi_blob = Blob.from_bytes(key_bytes_enc)
+            try:
+                key_bytes_dec = await dpapi_manager.decrypt_blob(dpapi_blob, entropy=cng_key_blob_entropy)
+                if key_bytes_dec:
+                    key_is_decrypted = True
+                    result["decrypted"] = True
+                    logger.info(
+                        "Successfully decrypted chrome_key",
+                        chrome_key_id=chrome_key_id,
+                        masterkey_guid=dpapi_blob.masterkey_guid,
+                    )
+
+                    # Update database
+                    with pg_conn.cursor() as cur:
+                        cur.execute(
+                            """
+                            UPDATE chromium.chrome_keys
+                            SET key_bytes_dec = %s, key_is_decrypted = %s,
+                                key_masterkey_guid = %s
+                            WHERE id = %s
+                            """,
+                            (key_bytes_dec, key_is_decrypted, dpapi_blob.masterkey_guid, chrome_key_id),
+                        )
+
+            except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                # Masterkey still not available, skip silently
+                pass
+            except Exception as e:
+                logger.warning("Error decrypting chrome_key", chrome_key_id=chrome_key_id, error=str(e))
+
+        except Exception as e:
+            logger.warning("Error processing chrome_key", chrome_key_id=chrome_key_id, error=str(e))
+
+    # Commit changes
+    pg_conn.commit()
+
+    return result
+
+
+async def retry_decrypt_chrome_keys_for_masterkey(
+    masterkey_guid: UUID, dpapi_manager: DpapiManager, masterkey_type: str | None = None
+) -> dict:
+    """Find all chrome_keys waiting for this masterkey and try to decrypt them.
+
+    Args:
+        masterkey_guid: The GUID of the newly available masterkey
+        dpapi_manager: DpapiManager instance for decryption
+        masterkey_type: Optional masterkey type ('system', 'user', 'unknown') for optimization
+
+    Returns:
+        Dict with statistics: {
+            "chrome_keys_attempted": int,
+            "chrome_keys_decrypted": int,
+            "errors": list
+        }
+    """
+    result = {"chrome_keys_attempted": 0, "chrome_keys_decrypted": 0, "errors": []}
+
+    # Chrome keys only use SYSTEM masterkeys, so skip if this is a USER key
+    if masterkey_type == "user":
+        logger.debug(
+            "Skipping chrome_key decryption for USER masterkey",
+            masterkey_guid=masterkey_guid,
+            masterkey_type=masterkey_type,
+        )
+        return result
+
+    conn_str = get_postgres_connection_str()
+
+    try:
+        with psycopg.connect(conn_str) as pg_conn:
+            # Find all chrome_keys that might need this masterkey
+            with pg_conn.cursor() as cur:
+                # SYSTEM keys are used for chrome_keys, but if type is unknown, still try
+                query = """
+                    SELECT DISTINCT id FROM chromium.chrome_keys
+                    WHERE key_masterkey_guid = %s AND key_is_decrypted = FALSE
+                """
+                cur.execute(query, (masterkey_guid,))
+
+                chrome_key_ids = [row[0] for row in cur.fetchall()]
+
+            logger.debug(
+                "Found chrome_keys potentially waiting for masterkey",
+                masterkey_guid=masterkey_guid,
+                masterkey_type=masterkey_type,
+                count=len(chrome_key_ids),
+            )
+
+            # Try to decrypt each chrome_key
+            for chrome_key_id in chrome_key_ids:
+                result["chrome_keys_attempted"] += 1
+                try:
+                    decrypt_result = await retry_decrypt_chrome_key(chrome_key_id, dpapi_manager, pg_conn)
+
+                    # Check if decryption succeeded
+                    if decrypt_result["decrypted"]:
+                        result["chrome_keys_decrypted"] += 1
+
+                except Exception as e:
+                    error_msg = f"Error processing chrome_key {chrome_key_id}: {str(e)}"
+                    logger.warning("Failed to retry decrypt chrome_key", chrome_key_id=chrome_key_id, error=str(e))
+                    result["errors"].append(error_msg)
+
+            logger.info(
+                "Completed retroactive chrome_key decryption for masterkey",
+                masterkey_guid=masterkey_guid,
+                attempted=result["chrome_keys_attempted"],
+                decrypted=result["chrome_keys_decrypted"],
+                errors=len(result["errors"]),
+            )
+
+    except Exception as e:
+        error_msg = f"Database error during retroactive chrome_key decryption: {str(e)}"
+        logger.exception(
+            "Error in retry_decrypt_chrome_keys_for_masterkey", masterkey_guid=masterkey_guid, error=str(e)
+        )
+        result["errors"].append(error_msg)
+
+    return result
diff --git a/libs/common/common/workflows/setup.py b/libs/common/common/workflows/setup.py
index 4420940..d90c86f 100644
--- a/libs/common/common/workflows/setup.py
+++ b/libs/common/common/workflows/setup.py
@@ -6,7 +6,7 @@ from typing import Any
 import dapr.ext.workflow as wf
 from dapr.ext.workflow.logger.options import LoggerOptions
 
-from .logger import WORKFLOW_RUNTIME_LOG_LEVEL
+from common.logger import WORKFLOW_RUNTIME_LOG_LEVEL
 
 wf_runtime: wf.WorkflowRuntime = wf.WorkflowRuntime(
     logger_options=LoggerOptions(
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index f665c6b..c5d782c 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -292,8 +292,6 @@ rule is_cng_file
             Dict with masterkey_guid, is_decrypted, and decrypted_key_hex (if decrypted)
         """
         try:
-            logger.debug(f"Private key data ({len(private_key_data)} bytes): {private_key_data.hex()}")
-
             # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L13
             #   can't forget the null terminator ;)
             cng_key_blob_entropy = b'xT5rZW5qVVbrvpuA\x00'
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 509ef53..e70325c 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,7 +5,7 @@ from contextlib import asynccontextmanager
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import CloudEvent, File
-from common.workflows import set_fastapi_loop
+from common.workflows.setup import set_fastapi_loop
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 331985d..c29bf2e 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -9,7 +9,7 @@ import urllib.parse
 from typing import Annotated
 from uuid import UUID
 
-from chromium import retry_decrypt_state_keys_for_masterkey
+from chromium import retry_decrypt_chrome_keys_for_masterkey, retry_decrypt_state_keys_for_masterkey
 from common.logger import get_logger
 from common.models2.dpapi import (
     DomainBackupKeyCredential,
@@ -58,7 +58,7 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
     async def update(self, evnt: DpapiEvent) -> None:
         """Called when a DPAPI event occurs."""
         if isinstance(evnt, NewPlaintextMasterKeyEvent):
-            logger.warning(
+            logger.debug(
                 "New plaintext masterkey detected, checking for state_keys to decrypt",
                 event_type=type(evnt).__name__,
                 masterkey_guid=evnt.masterkey_guid,
@@ -68,13 +68,28 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
             masterkeys = await self.dpapi_manager.get_masterkeys(guid=evnt.masterkey_guid)
             masterkey_type = masterkeys[0].masterkey_type.value if masterkeys else None
 
+            # Try to decrypt chrome_keys with this masterkey
+            chrome_key_result = await retry_decrypt_chrome_keys_for_masterkey(
+                evnt.masterkey_guid,
+                self.dpapi_manager,
+                masterkey_type,
+            )
+
+            logger.debug(
+                "Completed retroactive chrome_key decryption",
+                masterkey_guid=evnt.masterkey_guid,
+                masterkey_type=masterkey_type,
+                result=chrome_key_result,
+            )
+
+            # Then try to decrypt any state keys with this masterkey
             result = await retry_decrypt_state_keys_for_masterkey(
                 evnt.masterkey_guid,
                 self.dpapi_manager,
                 masterkey_type,
             )
 
-            logger.warning(
+            logger.debug(
                 "Completed retroactive state_key decryption",
                 masterkey_guid=evnt.masterkey_guid,
                 masterkey_type=masterkey_type,
@@ -267,15 +282,25 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
             existing_guids.append(str(masterkey_guid))
             continue
 
-        masterkey = MasterKey(
-            guid=masterkey_guid,
-            masterkey_type=MasterKeyType.UNKNOWN,
-            plaintext_key=masterkey_data,
-            plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
-        )
-
-        await dpapi_manager.upsert_masterkey(masterkey)
-        processed_guids.append(str(masterkey_guid))
+        if len(masterkey_data) == 20:
+            masterkey = MasterKey(
+                guid=masterkey_guid,
+                masterkey_type=MasterKeyType.UNKNOWN,
+                plaintext_key_sha1=masterkey_data,
+            )
+            await dpapi_manager.upsert_masterkey(masterkey)
+            processed_guids.append(str(masterkey_guid))
+        elif len(masterkey_data) == 64:
+            masterkey = MasterKey(
+                guid=masterkey_guid,
+                masterkey_type=MasterKeyType.UNKNOWN,
+                plaintext_key=masterkey_data,
+                plaintext_key_sha1=SHA1.new(masterkey_data).digest(),
+            )
+            await dpapi_manager.upsert_masterkey(masterkey)
+            processed_guids.append(str(masterkey_guid))
+        else:
+            logger.warning(f"[_handle_master_key_guid_pairs] len(masterkey_data) is not 20 or 64, not handling: {len(masterkey_data)}")
 
     return {
         "status": "success",
diff --git a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
index 2e21fbd..f21dab7 100644
--- a/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
+++ b/projects/frontend/src/components/Dpapi/DpapiSubmitCredential.jsx
@@ -334,8 +334,8 @@ const DpapiSubmitCredential = () => {
                 id="master-key-data"
                 value={masterKeyData}
                 onChange={(e) => setMasterKeyData(e.target.value)}
-                placeholder={`6d2bd107-a942-4c0d-bf2a-8b3d1264cf73:0826EC6BC801252E401902AB09FE1068052D07001
-12345678-1234-1234-1234-123456789012:ABCDEF1234567890ABCDEF1234567890ABCDEF12`}
+                placeholder={`{6d2bd107-a942-4c0d-bf2a-8b3d1264cf73}:0826EC6BC801252E40190...
+{12345678-1234-1234-1234-123456789012}:ABCDEF1234567890ABCDE...`}
                 rows={6}
                 className="block w-full px-1 py-2 border border-gray-300 dark:border-gray-600 bg-white dark:bg-dark-secondary rounded-md shadow-sm focus:outline-none focus:ring-blue-500 focus:border-blue-500 dark:text-gray-100 placeholder-gray-400 dark:placeholder-gray-500 resize-vertical font-mono"
                 required

From 0800ce6bde70052e01622a8bf488f007fdda266a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 11:53:57 -0700
Subject: [PATCH 206/279] fix async locking things up, asyncify basic
 enrichment

---
 libs/common/common/state_helpers.py           | 173 +++++++++++++-----
 libs/common/common/workflows/setup.py         |   3 +-
 libs/common/poetry.lock                       | 119 +++++++++++-
 libs/common/pyproject.toml                    |   2 +
 .../chromium_cookies/analyzer.py              |   9 +-
 .../chromium_localstate/analyzer.py           |   5 +-
 .../chromium_logins/analyzer.py               |   9 +-
 .../cng_file/analyzer.py                      |  67 +++----
 .../cng_file/cng_parser.py                    |  55 +++---
 .../dpapi_blob/analyzer.py                    |  19 +-
 .../dpapi_masterkey/analyzer.py               |  14 +-
 .../exif_metadata/analyzer.py                 | 118 +++++++-----
 .../lsass_dump/analyzer.py                    |   9 +-
 .../registry_hive/analyzer.py                 |  23 +--
 .../sqlite/analyzer.py                        |   2 +-
 projects/document_conversion/poetry.lock      |  66 ++++++-
 projects/document_conversion/pyproject.toml   |   1 +
 .../file_enrichment/controller.py             |   2 +-
 .../subscriptions/dotnet_handler.py           |   4 +-
 .../file_enrichment/workflow.py               |  41 +++--
 20 files changed, 508 insertions(+), 233 deletions(-)

diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index 1c72371..fb0a165 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -1,5 +1,6 @@
 import json
 
+import asyncpg
 import psycopg
 from common.db import get_postgres_connection_str
 from common.models import FileEnriched
@@ -8,60 +9,105 @@ from .logger import get_logger
 
 logger = get_logger(__name__)
 
+# Single source of truth for file_enriched query (using psycopg style with %s placeholders)
+FILE_ENRICHED_SELECT_QUERY = """
+    SELECT
+        object_id, agent_id, source, project, timestamp, expiration,
+        path, file_name, extension, size, magic_type, mime_type,
+        is_plaintext, is_container, originating_object_id,
+        nesting_level, file_creation_time, file_access_time,
+        file_modification_time, security_info, hashes
+    FROM files_enriched
+"""
+
+FILE_ENRICHED_SELECT_QUERY_PSYCHOPG = f"""
+{FILE_ENRICHED_SELECT_QUERY}
+WHERE object_id = %s
+"""
+
+FILE_ENRICHED_SELECT_QUERY_ASYNCPG = f"""
+{FILE_ENRICHED_SELECT_QUERY}
+WHERE object_id = $1
+"""
+
+
+def _transform_file_enriched_data(file_data: dict) -> dict:
+    """
+    Transform raw database data into format suitable for FileEnriched model.
+
+    Handles:
+    - UUID to string conversion
+    - Datetime to ISO format conversion
+    - JSON field parsing
+    - None value removal
+
+    Args:
+        file_data: Dictionary of raw database values
+
+    Returns:
+        Transformed dictionary ready for FileEnriched.model_validate()
+    """
+    # Convert UUID to string
+    if "object_id" in file_data and file_data["object_id"]:
+        file_data["object_id"] = str(file_data["object_id"])
+    if "originating_object_id" in file_data and file_data["originating_object_id"]:
+        file_data["originating_object_id"] = str(file_data["originating_object_id"])
+
+    # Convert datetime objects to ISO format strings
+    datetime_fields = [
+        "timestamp",
+        "expiration",
+        "file_creation_time",
+        "file_access_time",
+        "file_modification_time",
+    ]
+    for field in datetime_fields:
+        if field in file_data and file_data[field]:
+            file_data[field] = file_data[field].isoformat()
+
+    # Handle JSON fields (parse if string, keep as-is if dict)
+    if "security_info" in file_data and isinstance(file_data["security_info"], str):
+        file_data["security_info"] = json.loads(file_data["security_info"])
+    if "hashes" in file_data and isinstance(file_data["hashes"], str):
+        file_data["hashes"] = json.loads(file_data["hashes"])
+
+    # Remove None values
+    file_data = {k: v for k, v in file_data.items() if v is not None}
+
+    return file_data
+
 
 def get_file_enriched(object_id: str) -> FileEnriched:
-    """Retrieve a file_enriched record from PostgreSQL and parse it into a FileEnriched object."""
+    """
+    Retrieve a file_enriched record from PostgreSQL (synchronous).
+
+    Args:
+        object_id: The object_id to query
+
+    Returns:
+        FileEnriched model instance
+
+    Raises:
+        ValueError: If no record found for object_id
+        Exception: For database or parsing errors
+    """
     try:
         with psycopg.connect(get_postgres_connection_str()) as conn:
             with conn.cursor() as cur:
-                # Query remains the same
-                cur.execute(
-                    """
-                    SELECT
-                        object_id, agent_id, source, project, timestamp, expiration,
-                        path, file_name, extension, size, magic_type, mime_type,
-                        is_plaintext, is_container, originating_object_id,
-                        nesting_level, file_creation_time, file_access_time,
-                        file_modification_time, security_info, hashes
-                    FROM files_enriched
-                    WHERE object_id = %s
-                """,
-                    (object_id,),
-                )
+                cur.execute(FILE_ENRICHED_SELECT_QUERY_PSYCHOPG, (object_id,))
 
                 result = cur.fetchone()
                 if not result:
                     raise ValueError(f"No file_enriched record found for object_id {object_id}")
 
+                if not cur.description:
+                    raise RuntimeError("Query returned no column descriptions")
+
                 columns = [desc[0] for desc in cur.description]
                 file_data = dict(zip(columns, result))
 
-                # Convert UUID to string
-                if "object_id" in file_data and file_data["object_id"]:
-                    file_data["object_id"] = str(file_data["object_id"])
-                if "originating_object_id" in file_data and file_data["originating_object_id"]:
-                    file_data["originating_object_id"] = str(file_data["originating_object_id"])
-
-                # Convert datetime objects to ISO format strings
-                datetime_fields = [
-                    "timestamp",
-                    "expiration",
-                    "file_creation_time",
-                    "file_access_time",
-                    "file_modification_time",
-                ]
-                for field in datetime_fields:
-                    if field in file_data and file_data[field]:
-                        file_data[field] = file_data[field].isoformat()
-
-                # Handle JSON fields
-                if "security_info" in file_data and isinstance(file_data["security_info"], str):
-                    file_data["security_info"] = json.loads(file_data["security_info"])
-                if "hashes" in file_data and isinstance(file_data["hashes"], str):
-                    file_data["hashes"] = json.loads(file_data["hashes"])
-
-                # Remove None values
-                file_data = {k: v for k, v in file_data.items() if v is not None}
+                # Transform data using shared helper
+                file_data = _transform_file_enriched_data(file_data)
 
                 return FileEnriched.model_validate(file_data)
 
@@ -71,3 +117,48 @@ def get_file_enriched(object_id: str) -> FileEnriched:
     except Exception as e:
         logger.exception(e, message="Error retrieving file_enriched from PostgreSQL")
         raise
+
+
+async def get_file_enriched_async(object_id: str, connection_string: str | None = None) -> FileEnriched:
+    """
+    Retrieve a file_enriched record from PostgreSQL (asynchronous using asyncpg).
+
+    Args:
+        object_id: The object_id to query
+        connection_string: Optional connection string. If not provided, uses get_postgres_connection_str()
+
+    Returns:
+        FileEnriched model instance
+
+    Raises:
+        ValueError: If no record found for object_id
+        Exception: For database or parsing errors
+    """
+    if connection_string is None:
+        connection_string = get_postgres_connection_str()
+
+    try:
+        conn = await asyncpg.connect(connection_string)
+        try:
+            row = await conn.fetchrow(FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
+
+            if not row:
+                raise ValueError(f"No file_enriched record found for object_id {object_id}")
+
+            # Convert asyncpg.Record to dict
+            file_data = dict(row)
+
+            # Transform data using shared helper
+            file_data = _transform_file_enriched_data(file_data)
+
+            return FileEnriched.model_validate(file_data)
+
+        finally:
+            await conn.close()
+
+    except ValueError as e:
+        logger.error(f"File not found: {str(e)}")
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error retrieving file_enriched from PostgreSQL (async)")
+        raise
diff --git a/libs/common/common/workflows/setup.py b/libs/common/common/workflows/setup.py
index 4420940..d376c6b 100644
--- a/libs/common/common/workflows/setup.py
+++ b/libs/common/common/workflows/setup.py
@@ -4,10 +4,9 @@ from functools import wraps
 from typing import Any
 
 import dapr.ext.workflow as wf
+from common.logger import WORKFLOW_RUNTIME_LOG_LEVEL
 from dapr.ext.workflow.logger.options import LoggerOptions
 
-from .logger import WORKFLOW_RUNTIME_LOG_LEVEL
-
 wf_runtime: wf.WorkflowRuntime = wf.WorkflowRuntime(
     logger_options=LoggerOptions(
         log_level=WORKFLOW_RUNTIME_LOG_LEVEL,
diff --git a/libs/common/poetry.lock b/libs/common/poetry.lock
index 173dde2..498c8ef 100644
--- a/libs/common/poetry.lock
+++ b/libs/common/poetry.lock
@@ -271,6 +271,70 @@ files = [
     {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
 ]
 
+[[package]]
+name = "asyncpg"
+version = "0.30.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"},
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3152fef2e265c9c24eec4ee3d22b4f4d2703d30614b0b6753e9ed4115c8a146f"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c7255812ac85099a0e1ffb81b10dc477b9973345793776b128a23e60148dd1af"},
+    {file = "asyncpg-0.30.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:578445f09f45d1ad7abddbff2a3c7f7c291738fdae0abffbeb737d3fc3ab8b75"},
+    {file = "asyncpg-0.30.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c42f6bb65a277ce4d93f3fba46b91a265631c8df7250592dd4f11f8b0152150f"},
+    {file = "asyncpg-0.30.0-cp310-cp310-win32.whl", hash = "sha256:aa403147d3e07a267ada2ae34dfc9324e67ccc4cdca35261c8c22792ba2b10cf"},
+    {file = "asyncpg-0.30.0-cp310-cp310-win_amd64.whl", hash = "sha256:fb622c94db4e13137c4c7f98834185049cc50ee01d8f657ef898b6407c7b9c50"},
+    {file = "asyncpg-0.30.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5e0511ad3dec5f6b4f7a9e063591d407eee66b88c14e2ea636f187da1dcfff6a"},
+    {file = "asyncpg-0.30.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:915aeb9f79316b43c3207363af12d0e6fd10776641a7de8a01212afd95bdf0ed"},
+    {file = "asyncpg-0.30.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c198a00cce9506fcd0bf219a799f38ac7a237745e1d27f0e1f66d3707c84a5a"},
+    {file = "asyncpg-0.30.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3326e6d7381799e9735ca2ec9fd7be4d5fef5dcbc3cb555d8a463d8460607956"},
+    {file = "asyncpg-0.30.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:51da377487e249e35bd0859661f6ee2b81db11ad1f4fc036194bc9cb2ead5056"},
+    {file = "asyncpg-0.30.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bc6d84136f9c4d24d358f3b02be4b6ba358abd09f80737d1ac7c444f36108454"},
+    {file = "asyncpg-0.30.0-cp311-cp311-win32.whl", hash = "sha256:574156480df14f64c2d76450a3f3aaaf26105869cad3865041156b38459e935d"},
+    {file = "asyncpg-0.30.0-cp311-cp311-win_amd64.whl", hash = "sha256:3356637f0bd830407b5597317b3cb3571387ae52ddc3bca6233682be88bbbc1f"},
+    {file = "asyncpg-0.30.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c902a60b52e506d38d7e80e0dd5399f657220f24635fee368117b8b5fce1142e"},
+    {file = "asyncpg-0.30.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:aca1548e43bbb9f0f627a04666fedaca23db0a31a84136ad1f868cb15deb6e3a"},
+    {file = "asyncpg-0.30.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c2a2ef565400234a633da0eafdce27e843836256d40705d83ab7ec42074efb3"},
+    {file = "asyncpg-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1292b84ee06ac8a2ad8e51c7475aa309245874b61333d97411aab835c4a2f737"},
+    {file = "asyncpg-0.30.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0f5712350388d0cd0615caec629ad53c81e506b1abaaf8d14c93f54b35e3595a"},
+    {file = "asyncpg-0.30.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:db9891e2d76e6f425746c5d2da01921e9a16b5a71a1c905b13f30e12a257c4af"},
+    {file = "asyncpg-0.30.0-cp312-cp312-win32.whl", hash = "sha256:68d71a1be3d83d0570049cd1654a9bdfe506e794ecc98ad0873304a9f35e411e"},
+    {file = "asyncpg-0.30.0-cp312-cp312-win_amd64.whl", hash = "sha256:9a0292c6af5c500523949155ec17b7fe01a00ace33b68a476d6b5059f9630305"},
+    {file = "asyncpg-0.30.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:05b185ebb8083c8568ea8a40e896d5f7af4b8554b64d7719c0eaa1eb5a5c3a70"},
+    {file = "asyncpg-0.30.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c47806b1a8cbb0a0db896f4cd34d89942effe353a5035c62734ab13b9f938da3"},
+    {file = "asyncpg-0.30.0-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:9b6fde867a74e8c76c71e2f64f80c64c0f3163e687f1763cfaf21633ec24ec33"},
+    {file = "asyncpg-0.30.0-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:46973045b567972128a27d40001124fbc821c87a6cade040cfcd4fa8a30bcdc4"},
+    {file = "asyncpg-0.30.0-cp313-cp313-musllinux_1_2_aarch64.whl", hash = "sha256:9110df111cabc2ed81aad2f35394a00cadf4f2e0635603db6ebbd0fc896f46a4"},
+    {file = "asyncpg-0.30.0-cp313-cp313-musllinux_1_2_x86_64.whl", hash = "sha256:04ff0785ae7eed6cc138e73fc67b8e51d54ee7a3ce9b63666ce55a0bf095f7ba"},
+    {file = "asyncpg-0.30.0-cp313-cp313-win32.whl", hash = "sha256:ae374585f51c2b444510cdf3595b97ece4f233fde739aa14b50e0d64e8a7a590"},
+    {file = "asyncpg-0.30.0-cp313-cp313-win_amd64.whl", hash = "sha256:f59b430b8e27557c3fb9869222559f7417ced18688375825f8f12302c34e915e"},
+    {file = "asyncpg-0.30.0-cp38-cp38-macosx_10_9_x86_64.whl", hash = "sha256:29ff1fc8b5bf724273782ff8b4f57b0f8220a1b2324184846b39d1ab4122031d"},
+    {file = "asyncpg-0.30.0-cp38-cp38-macosx_11_0_arm64.whl", hash = "sha256:64e899bce0600871b55368b8483e5e3e7f1860c9482e7f12e0a771e747988168"},
+    {file = "asyncpg-0.30.0-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b290f4726a887f75dcd1b3006f484252db37602313f806e9ffc4e5996cfe5cb"},
+    {file = "asyncpg-0.30.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:f86b0e2cd3f1249d6fe6fd6cfe0cd4538ba994e2d8249c0491925629b9104d0f"},
+    {file = "asyncpg-0.30.0-cp38-cp38-musllinux_1_2_aarch64.whl", hash = "sha256:393af4e3214c8fa4c7b86da6364384c0d1b3298d45803375572f415b6f673f38"},
+    {file = "asyncpg-0.30.0-cp38-cp38-musllinux_1_2_x86_64.whl", hash = "sha256:fd4406d09208d5b4a14db9a9dbb311b6d7aeeab57bded7ed2f8ea41aeef39b34"},
+    {file = "asyncpg-0.30.0-cp38-cp38-win32.whl", hash = "sha256:0b448f0150e1c3b96cb0438a0d0aa4871f1472e58de14a3ec320dbb2798fb0d4"},
+    {file = "asyncpg-0.30.0-cp38-cp38-win_amd64.whl", hash = "sha256:f23b836dd90bea21104f69547923a02b167d999ce053f3d502081acea2fba15b"},
+    {file = "asyncpg-0.30.0-cp39-cp39-macosx_10_9_x86_64.whl", hash = "sha256:6f4e83f067b35ab5e6371f8a4c93296e0439857b4569850b178a01385e82e9ad"},
+    {file = "asyncpg-0.30.0-cp39-cp39-macosx_11_0_arm64.whl", hash = "sha256:5df69d55add4efcd25ea2a3b02025b669a285b767bfbf06e356d68dbce4234ff"},
+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:a3479a0d9a852c7c84e822c073622baca862d1217b10a02dd57ee4a7a081f708"},
+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26683d3b9a62836fad771a18ecf4659a30f348a561279d6227dab96182f46144"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1b982daf2441a0ed314bd10817f1606f1c28b1136abd9e4f11335358c2c631cb"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1c06a3a50d014b303e5f6fc1e5f95eb28d2cee89cf58384b700da621e5d5e547"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win32.whl", hash = "sha256:1b11a555a198b08f5c4baa8f8231c74a366d190755aa4f99aacec5970afe929a"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win_amd64.whl", hash = "sha256:8b684a3c858a83cd876f05958823b68e8d14ec01bb0c0d14a6704c5bf9711773"},
+    {file = "asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
+gssauth = ["gssapi", "sspilib"]
+test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "attrs"
 version = "25.4.0"
@@ -1112,6 +1176,46 @@ files = [
     {file = "protobuf-6.32.1.tar.gz", hash = "sha256:ee2469e4a021474ab9baafea6cd070e5bf27c7d29433504ddea1a4ee5850f68d"},
 ]
 
+[[package]]
+name = "psycopg"
+version = "3.2.10"
+description = "PostgreSQL database adapter for Python"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "psycopg-3.2.10-py3-none-any.whl", hash = "sha256:ab5caf09a9ec42e314a21f5216dbcceac528e0e05142e42eea83a3b28b320ac3"},
+    {file = "psycopg-3.2.10.tar.gz", hash = "sha256:0bce99269d16ed18401683a8569b2c5abd94f72f8364856d56c0389bcd50972a"},
+]
+
+[package.dependencies]
+psycopg-pool = {version = "*", optional = true, markers = "extra == \"pool\""}
+typing-extensions = {version = ">=4.6", markers = "python_version < \"3.13\""}
+tzdata = {version = "*", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+binary = ["psycopg-binary (==3.2.10)"]
+c = ["psycopg-c (==3.2.10)"]
+dev = ["ast-comments (>=1.1.2)", "black (>=24.1.0)", "codespell (>=2.2)", "dnspython (>=2.1)", "flake8 (>=4.0)", "isort-psycopg", "isort[colors] (>=6.0)", "mypy (>=1.14)", "pre-commit (>=4.0.1)", "types-setuptools (>=57.4)", "types-shapely (>=2.0)", "wheel (>=0.37)"]
+docs = ["Sphinx (>=5.0)", "furo (==2022.6.21)", "sphinx-autobuild (>=2021.3.14)", "sphinx-autodoc-typehints (>=1.12)"]
+pool = ["psycopg-pool"]
+test = ["anyio (>=4.0)", "mypy (>=1.14)", "pproxy (>=2.7)", "pytest (>=6.2.5)", "pytest-cov (>=3.0)", "pytest-randomly (>=3.5)"]
+
+[[package]]
+name = "psycopg-pool"
+version = "3.2.6"
+description = "Connection Pool for Psycopg"
+optional = false
+python-versions = ">=3.8"
+groups = ["main"]
+files = [
+    {file = "psycopg_pool-3.2.6-py3-none-any.whl", hash = "sha256:5887318a9f6af906d041a0b1dc1c60f8f0dda8340c2572b74e10907b51ed5da7"},
+    {file = "psycopg_pool-3.2.6.tar.gz", hash = "sha256:0f92a7817719517212fbfe2fd58b8c35c1850cdd2a80d36b581ba2085d9148e5"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6"
+
 [[package]]
 name = "pycparser"
 version = "2.23"
@@ -1506,6 +1610,19 @@ files = [
 [package.dependencies]
 typing-extensions = ">=4.12.0"
 
+[[package]]
+name = "tzdata"
+version = "2025.2"
+description = "Provider of IANA time zone data"
+optional = false
+python-versions = ">=2"
+groups = ["main"]
+markers = "sys_platform == \"win32\""
+files = [
+    {file = "tzdata-2025.2-py2.py3-none-any.whl", hash = "sha256:1a403fada01ff9221ca8044d701868fa132215d84beb92242d9acd2147f667a8"},
+    {file = "tzdata-2025.2.tar.gz", hash = "sha256:b60a638fcc0daffadf82fe0f57e53d06bdec2f36c4df66280ae79bce6bd6f2b9"},
+]
+
 [[package]]
 name = "urllib3"
 version = "2.5.0"
@@ -1672,4 +1789,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "250523c549945f66c9d5c80436ec7122d547ec7edecd87416b4205f8cde2adc0"
+content-hash = "9a9b086a0b20f0b4841ddba9ce8568ab071c687c15316faff55de56afb967daf"
diff --git a/libs/common/pyproject.toml b/libs/common/pyproject.toml
index 649c877..4146e4f 100644
--- a/libs/common/pyproject.toml
+++ b/libs/common/pyproject.toml
@@ -13,6 +13,8 @@ dapr = "1.16.0"
 minio = "^7.2.14"
 fastapi = "^0.115.6"
 dapr-ext-workflow = "^1.16.0"
+psycopg = {extras = ["pool"], version = "^3.2.9"}
+asyncpg = "^0.30.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index fa7d86a..f42780e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -10,7 +10,7 @@ import yara_x
 from chromium import convert_chromium_timestamp, process_chromium_cookies
 from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
@@ -76,7 +76,7 @@ rule Chrome_Cookies_Tables
 
         return should_run
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Do the file enrichment.
 
         Args:
@@ -86,8 +86,7 @@ rule Chrome_Cookies_Tables
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process Chrome Cookies database.
@@ -97,7 +96,7 @@ rule Chrome_Cookies_Tables
             file_path: Optional path to already downloaded file
         """
         try:
-            file_enriched = get_file_enriched(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
             transforms = []
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
index 13e7fb0..080c27f 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_localstate/analyzer.py
@@ -73,14 +73,14 @@ rule Chrome_Local_State
 
         return should_run
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process Chrome Local State files.
 
         Args:
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
@@ -92,6 +92,7 @@ rule Chrome_Local_State
             if state_key_data:
                 # Debug: Check for coroutines in state_key_data
                 import inspect
+
                 for key, value in state_key_data.items():
                     if inspect.iscoroutine(value):
                         logger.error(f"FOUND COROUTINE IN state_key_data['{key}']!")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
index 131021c..bcd406b 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_logins/analyzer.py
@@ -9,7 +9,7 @@ import yara_x
 from chromium import convert_chromium_timestamp, process_chromium_logins
 from common.logger import get_logger
 from common.models import EnrichmentResult, Transform
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
@@ -75,7 +75,7 @@ rule Chrome_Logins_Tables
 
         return should_run
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Do the file enrichment.
 
         Args:
@@ -85,8 +85,7 @@ rule Chrome_Logins_Tables
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process Chrome Login Data database.
@@ -96,7 +95,7 @@ rule Chrome_Logins_Tables
             file_path: Optional path to already downloaded file
         """
         try:
-            file_enriched = get_file_enriched(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name, dependencies=self.dependencies)
             transforms = []
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index f665c6b..f6ef4a6 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -13,7 +13,7 @@ import yara_x
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.cng_file.cng_parser import (
     BCRYPT_KEY_DATA_BLOB_MAGIC,
@@ -86,7 +86,7 @@ rule is_cng_file
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process CNG file and extract/decrypt contents.
 
         Args:
@@ -96,8 +96,7 @@ rule is_cng_file
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process CNG file asynchronously.
@@ -108,7 +107,7 @@ rule is_cng_file
         """
 
         try:
-            file_enriched = get_file_enriched(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name)
 
             logger.info(f"Processing CNG file: {file_enriched.path} ({file_enriched.object_id})")
@@ -183,7 +182,7 @@ rule is_cng_file
 
         # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L12
         #   can't forget the null terminator ;)
-        cng_key_properties_entropy = b'6jnkd5J3ZdQDtrsu\x00'
+        cng_key_properties_entropy = b"6jnkd5J3ZdQDtrsu\x00"
 
         try:
             # Parse as DPAPI blob
@@ -193,10 +192,7 @@ rule is_cng_file
             # Attempt decryption
             try:
                 decrypted_props = await self.dpapi_manager.decrypt_blob(blob, entropy=cng_key_properties_entropy)
-                logger.info(
-                    f"Successfully decrypted private properties! "
-                    f"Size: {len(decrypted_props)} bytes"
-                )
+                logger.info(f"Successfully decrypted private properties! Size: {len(decrypted_props)} bytes")
 
                 # Try to parse decrypted properties
                 from file_enrichment_modules.cng_file.cng_parser import parse_cng_properties
@@ -210,23 +206,16 @@ rule is_cng_file
             except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
                 logger.debug(
                     f"Cannot decrypt private properties: masterkey {blob.masterkey_guid} not available",
-                    reason=type(e).__name__
+                    reason=type(e).__name__,
                 )
             except BlobDecryptionError as e:
-                logger.warning(
-                    f"Failed to decrypt private properties blob: {e}",
-                    masterkey_guid=blob.masterkey_guid
-                )
+                logger.warning(f"Failed to decrypt private properties blob: {e}", masterkey_guid=blob.masterkey_guid)
 
         except Exception as e:
             logger.warning(f"Error processing private properties as DPAPI blob: {e}")
 
     async def _store_chrome_key(
-        self,
-        file_enriched,
-        masterkey_guid: UUID,
-        encrypted_bytes: bytes,
-        decrypted_bytes: bytes | None = None
+        self, file_enriched, masterkey_guid: UUID, encrypted_bytes: bytes, decrypted_bytes: bytes | None = None
     ) -> None:
         """Store Chrome key data in the database.
 
@@ -268,8 +257,8 @@ rule is_cng_file
                             masterkey_guid,
                             encrypted_bytes,
                             decrypted_bytes,
-                            decrypted_bytes is not None
-                        )
+                            decrypted_bytes is not None,
+                        ),
                     )
                     conn.commit()
 
@@ -280,7 +269,9 @@ rule is_cng_file
         except Exception as e:
             logger.error(f"Failed to store Chrome key: {e}")
 
-    async def _decrypt_private_key(self, file_enriched, private_key_data: bytes, cng_file_name: str = "") -> dict | None:
+    async def _decrypt_private_key(
+        self, file_enriched, private_key_data: bytes, cng_file_name: str = ""
+    ) -> dict | None:
         """Attempt to decrypt private key data and store in database.
 
         Args:
@@ -296,13 +287,14 @@ rule is_cng_file
 
             # ref https://github.com/gentilkiwi/mimikatz/blob/152b208916c27d7d1fc32d10e64879721c4d06af/modules/kull_m_key.h#L13
             #   can't forget the null terminator ;)
-            cng_key_blob_entropy = b'xT5rZW5qVVbrvpuA\x00'
+            cng_key_blob_entropy = b"xT5rZW5qVVbrvpuA\x00"
 
             # Try to parse as DPAPI blob directly (CNG private keys are direct DPAPI blobs)
             try:
                 blob = Blob.from_bytes(private_key_data)
                 logger.debug(f"Private key is DPAPI encrypted with masterkey: {blob.masterkey_guid}")
                 import base64
+
                 logger.debug(f"blob: {base64.b64encode(blob.encrypted_data).decode('utf-8')}")
 
                 # Attempt decryption
@@ -324,13 +316,10 @@ rule is_cng_file
                 except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
                     logger.debug(
                         f"Cannot decrypt private key: masterkey {blob.masterkey_guid} not available",
-                        reason=type(e).__name__
+                        reason=type(e).__name__,
                     )
                 except BlobDecryptionError as e:
-                    logger.warning(
-                        f"Failed to decrypt private key blob: {e}",
-                        masterkey_guid=blob.masterkey_guid
-                    )
+                    logger.warning(f"Failed to decrypt private key blob: {e}", masterkey_guid=blob.masterkey_guid)
 
                 # Store in database only if this is Google Chromekey1
                 if cng_file_name == "Google Chromekey1":
@@ -338,14 +327,11 @@ rule is_cng_file
                         file_enriched=file_enriched,
                         masterkey_guid=blob.masterkey_guid,
                         encrypted_bytes=private_key_data,
-                        decrypted_bytes=final_key_material
+                        decrypted_bytes=final_key_material,
                     )
 
                 # Return results
-                result = {
-                    "masterkey_guid": str(blob.masterkey_guid),
-                    "is_decrypted": final_key_material is not None
-                }
+                result = {"masterkey_guid": str(blob.masterkey_guid), "is_decrypted": final_key_material is not None}
                 if final_key_material:
                     result["decrypted_key_hex"] = final_key_material.hex()
 
@@ -366,7 +352,9 @@ rule is_cng_file
                         final_key_material = None
                         try:
                             decrypted_key = await self.dpapi_manager.decrypt_blob(blob, entropy=cng_key_blob_entropy)
-                            logger.info(f"Successfully decrypted extracted private key! Size: {len(decrypted_key)} bytes")
+                            logger.info(
+                                f"Successfully decrypted extracted private key! Size: {len(decrypted_key)} bytes"
+                            )
                             await self._check_bcrypt_key_blob(decrypted_key)
 
                             # Extract final 32-byte key material
@@ -383,13 +371,13 @@ rule is_cng_file
                                 file_enriched=file_enriched,
                                 masterkey_guid=blob.masterkey_guid,
                                 encrypted_bytes=dpapi_blob_data,
-                                decrypted_bytes=final_key_material
+                                decrypted_bytes=final_key_material,
                             )
 
                         # Return results
                         result = {
                             "masterkey_guid": str(blob.masterkey_guid),
-                            "is_decrypted": final_key_material is not None
+                            "is_decrypted": final_key_material is not None,
                         }
                         if final_key_material:
                             result["decrypted_key_hex"] = final_key_material.hex()
@@ -427,10 +415,7 @@ rule is_cng_file
             # Extract final 32 bytes
             final_key = extract_final_key_material(key_data)
             if final_key:
-                logger.info(
-                    f"Extracted final 32-byte key material: "
-                    f"{final_key.hex()}"
-                )
+                logger.info(f"Extracted final 32-byte key material: {final_key.hex()}")
             else:
                 logger.warning("Failed to extract final 32-byte key material")
         else:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
index a081f77..0825552 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
@@ -12,7 +12,6 @@ import struct
 from dataclasses import dataclass
 from pathlib import Path
 from typing import BinaryIO
-from uuid import UUID
 
 from common.logger import get_logger
 
@@ -20,15 +19,16 @@ logger = get_logger(__name__)
 
 
 # Ref - https://pkg.go.dev/github.com/ElMostafaIdrassi/goncrypt#section-readme
-BCRYPT_KEY_DATA_BLOB_MAGIC = 0x4D42444B     # 'KDBM'
-BCRYPT_RSAPUBLIC_MAGIC = 0x31415352         # 'RSA1'
-BCRYPT_RSAPRIVATE_MAGIC = 0x32415352        # 'RSA2'
-BCRYPT_RSAFULLPRIVATE_BLOB = 0x33415352     # 'RSA3'
+BCRYPT_KEY_DATA_BLOB_MAGIC = 0x4D42444B  # 'KDBM'
+BCRYPT_RSAPUBLIC_MAGIC = 0x31415352  # 'RSA1'
+BCRYPT_RSAPRIVATE_MAGIC = 0x32415352  # 'RSA2'
+BCRYPT_RSAFULLPRIVATE_BLOB = 0x33415352  # 'RSA3'
 
 
 @dataclass
 class CngPropertyHeader:
     """CNG property header structure."""
+
     name_length: int
     property_length: int
     name: str
@@ -38,6 +38,7 @@ class CngPropertyHeader:
 @dataclass
 class CngKeyFile:
     """Parsed CNG key file structure."""
+
     version: int
     header_length: int
     type: int
@@ -49,14 +50,15 @@ class CngKeyFile:
     name: str
     public_properties: list[CngPropertyHeader]
     public_key: bytes | None
-    private_properties: bytes | None    # DPAPI blob
-    private_key: bytes | None           # May be DPAPI encrypted
+    private_properties: bytes | None  # DPAPI blob
+    private_key: bytes | None  # May be DPAPI encrypted
 
 
 # Ref - https://learn.microsoft.com/en-us/windows/win32/api/bcrypt/ns-bcrypt-bcrypt_key_data_blob_header
 @dataclass
 class BcryptKeyDataBlobHeader:
     """BCRYPT_KEY_DATA_BLOB_HEADER structure."""
+
     magic: int
     version: int
     key_data_length: int
@@ -80,7 +82,7 @@ def parse_cng_properties(data: bytes, offset: int = 0) -> list[CngPropertyHeader
             break
 
         # Read property header: name_length (4) + property_length (4)
-        name_len, prop_len = struct.unpack("<II", data[pos:pos + 8])
+        name_len, prop_len = struct.unpack("<II", data[pos : pos + 8])
         pos += 8
 
         if name_len == 0 or prop_len == 0:
@@ -90,22 +92,17 @@ def parse_cng_properties(data: bytes, offset: int = 0) -> list[CngPropertyHeader
         if pos + name_len > len(data):
             break
 
-        name = data[pos:pos + name_len].decode("utf-16le", errors="ignore").rstrip("\x00")
+        name = data[pos : pos + name_len].decode("utf-16le", errors="ignore").rstrip("\x00")
         pos += name_len
 
         # Read property data
         if pos + prop_len > len(data):
             break
 
-        prop_data = data[pos:pos + prop_len]
+        prop_data = data[pos : pos + prop_len]
         pos += prop_len
 
-        properties.append(CngPropertyHeader(
-            name_length=name_len,
-            property_length=prop_len,
-            name=name,
-            data=prop_data
-        ))
+        properties.append(CngPropertyHeader(name_length=name_len, property_length=prop_len, name=name, data=prop_data))
 
     return properties
 
@@ -136,8 +133,7 @@ def extract_dpapi_blob_from_cng_property(data: bytes) -> bytes | None:
         struct_len, prop_type, unk, name_len, property_len = struct.unpack("<IIIII", data[:20])
 
         logger.debug(
-            f"CNG property: struct_len={struct_len}, type={prop_type}, "
-            f"name_len={name_len}, property_len={property_len}"
+            f"CNG property: struct_len={struct_len}, type={prop_type}, name_len={name_len}, property_len={property_len}"
         )
 
         # Calculate offset to property data
@@ -145,11 +141,13 @@ def extract_dpapi_blob_from_cng_property(data: bytes) -> bytes | None:
         property_offset = 20 + name_len
 
         if property_offset + property_len > len(data):
-            logger.error(f"Property data extends beyond buffer: offset={property_offset}, len={property_len}, data_len={len(data)}")
+            logger.error(
+                f"Property data extends beyond buffer: offset={property_offset}, len={property_len}, data_len={len(data)}"
+            )
             return None
 
         # Extract the property data (should be DPAPI blob)
-        dpapi_blob = data[property_offset:property_offset + property_len]
+        dpapi_blob = data[property_offset : property_offset + property_len]
 
         # Verify it looks like a DPAPI blob (starts with version 0x00000001)
         if len(dpapi_blob) >= 4:
@@ -203,8 +201,7 @@ def parse_cng_stream(stream: BinaryIO) -> CngKeyFile | None:
             return None
 
         # Parse header fields
-        (version, unk, name_len, key_type,
-         public_len, privprop_len, privkey_len) = struct.unpack(
+        (version, unk, name_len, key_type, public_len, privprop_len, privkey_len) = struct.unpack(
             "<IIIIIII", header_data[:28]
         )
 
@@ -245,7 +242,9 @@ def parse_cng_stream(stream: BinaryIO) -> CngKeyFile | None:
         if privprop_len > 0:
             private_properties = stream.read(privprop_len)
             if len(private_properties) < privprop_len:
-                logger.error(f"Unexpected EOF reading private properties: expected {privprop_len}, got {len(private_properties)}")
+                logger.error(
+                    f"Unexpected EOF reading private properties: expected {privprop_len}, got {len(private_properties)}"
+                )
                 return None
 
         # Read private key DPAPI blob (privkey_len bytes)
@@ -269,7 +268,7 @@ def parse_cng_stream(stream: BinaryIO) -> CngKeyFile | None:
             public_properties=public_properties,
             public_key=public_key,
             private_properties=private_properties,
-            private_key=private_key
+            private_key=private_key,
         )
 
     except Exception as e:
@@ -294,11 +293,7 @@ def parse_bcrypt_key_data_blob(data: bytes) -> BcryptKeyDataBlobHeader | None:
     if magic != BCRYPT_KEY_DATA_BLOB_MAGIC:
         return None
 
-    return BcryptKeyDataBlobHeader(
-        magic=magic,
-        version=version,
-        key_data_length=key_len
-    )
+    return BcryptKeyDataBlobHeader(magic=magic, version=version, key_data_length=key_len)
 
 
 def extract_final_key_material(decrypted_data: bytes) -> bytes | None:
@@ -328,4 +323,4 @@ def extract_final_key_material(decrypted_data: bytes) -> bytes | None:
         logger.error(f"Key data too short for 32-byte extraction: {len(key_data)} bytes")
         return None
 
-    return key_data[-32:]
\ No newline at end of file
+    return key_data[-32:]
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index cd25665..ea219e2 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -4,7 +4,7 @@ import asyncio
 import yara_x
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
 from file_enrichment_modules.dpapi_blob.dpapi_helpers import carve_dpapi_blobs_from_file
@@ -47,7 +47,9 @@ rule has_dpapi_blob
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
+        logger.info(f"Checking if file {object_id} should be processed by DPAPI blob analyzer")
         file_enriched = get_file_enriched(object_id)
+        logger.info(f"Got file {object_id} should be processed by DPAPI blob analyzer")
         if file_enriched.size > self.size_limit:
             logger.debug(
                 f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
@@ -66,7 +68,7 @@ rule has_dpapi_blob
         should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
         return should_run
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process LSASS dump file and extract credentials.
 
         Args:
@@ -76,8 +78,8 @@ rule has_dpapi_blob
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        logger.info(f"Starting async for DPAPI blob analysis for object_id {object_id}")
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process file in either workflow or standalone mode.
@@ -88,7 +90,9 @@ rule has_dpapi_blob
         """
 
         try:
-            file_enriched = get_file_enriched(object_id)
+            logger.info(f"Starting DPAPI blob analysis for object_id {object_id}")
+            file_enriched = await get_file_enriched_async(object_id)
+            logger.info(f"Retrieved enriched file data for object_id {object_id}")
 
             enrichment_result = EnrichmentResult(module_name=self.name)
 
@@ -173,8 +177,3 @@ List of unique masterkey GUIDs associated with the found blobs:
 def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
     """Factory function that creates the analyzer in either standalone or service mode."""
     return DpapiBlobAnalyzer(standalone=standalone)
-
-
-def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
-    """Factory function that creates the analyzer in either standalone or service mode."""
-    return DpapiBlobAnalyzer(standalone=standalone)
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index 37c032c..a867d02 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -9,7 +9,7 @@ from common.db import get_postgres_connection_str
 from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.models import EnrichmentResult
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
@@ -177,7 +177,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         except Exception as e:
             logger.error(f"Failed to create proactive file linkings: {e}")
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
 
         Args:
@@ -187,9 +187,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
-
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process masterkey file and add to DPAPI manager.
@@ -200,8 +198,8 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
         """
 
         try:
-            file_enriched = get_file_enriched(object_id)
-            file_enriched = get_file_enriched(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
             enrichment_result = EnrichmentResult(module_name=self.name)
 
             # Parse the masterkey file
@@ -221,7 +219,7 @@ class DPAPIMasterkeyAnalyzer(EnrichmentModule):
                 encrypted_key_usercred=masterkey_file.master_key,
                 encrypted_key_backup=backup_key.raw_bytes if backup_key else None,
                 backup_key_guid=backup_key.guid_key if backup_key else None,
-                masterkey_type=MasterKeyType.from_path(file_enriched.path)
+                masterkey_type=MasterKeyType.from_path(file_enriched.path),
             )
 
             # The DPAPI manager handles all decryption automatically
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py
index 29c4b82..d10be8e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/exif_metadata/analyzer.py
@@ -1,7 +1,6 @@
 # enrichment_modules/exif_metadata/analyzer.py
 import tempfile
 import textwrap
-from datetime import datetime
 
 import yaml
 from common.logger import get_logger
@@ -10,18 +9,21 @@ from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from PIL import Image
-from PIL.ExifTags import TAGS, GPSTAGS
+from PIL.ExifTags import GPSTAGS, TAGS
 
 logger = get_logger(__name__)
 
 # Supported file extensions
 SUPPORTED_EXTENSIONS = {
-    ".jpg", ".jpeg",  # JPEG
-    ".tif", ".tiff",  # TIFF
-    ".cr2", ".cr3",   # Canon RAW
-    ".nef",           # Nikon RAW
-    ".arw",           # Sony RAW
-    ".dng"            # Adobe Digital Negative
+    ".jpg",
+    ".jpeg",  # JPEG
+    ".tif",
+    ".tiff",  # TIFF
+    ".cr2",
+    ".cr3",  # Canon RAW
+    ".nef",  # Nikon RAW
+    ".arw",  # Sony RAW
+    ".dng",  # Adobe Digital Negative
 }
 
 
@@ -38,16 +40,16 @@ def extract_gps_info(exif_data):
     """Extract and convert GPS information from EXIF data."""
     gps_info = {}
 
-    if 'GPSInfo' not in exif_data:
+    if "GPSInfo" not in exif_data:
         return gps_info
 
-    gps_data = exif_data['GPSInfo']
+    gps_data = exif_data["GPSInfo"]
 
     # Extract GPS coordinates
-    gps_latitude = gps_data.get('GPSLatitude')
-    gps_latitude_ref = gps_data.get('GPSLatitudeRef')
-    gps_longitude = gps_data.get('GPSLongitude')
-    gps_longitude_ref = gps_data.get('GPSLongitudeRef')
+    gps_latitude = gps_data.get("GPSLatitude")
+    gps_latitude_ref = gps_data.get("GPSLatitudeRef")
+    gps_longitude = gps_data.get("GPSLongitude")
+    gps_longitude_ref = gps_data.get("GPSLongitudeRef")
 
     if gps_latitude and gps_latitude_ref and gps_longitude and gps_longitude_ref:
         lat = convert_gps_to_degrees(gps_latitude)
@@ -55,32 +57,32 @@ def extract_gps_info(exif_data):
 
         if lat is not None and lon is not None:
             # Apply direction references
-            if gps_latitude_ref == 'S':
+            if gps_latitude_ref == "S":
                 lat = -lat
-            if gps_longitude_ref == 'W':
+            if gps_longitude_ref == "W":
                 lon = -lon
 
-            gps_info['Latitude'] = lat
-            gps_info['Longitude'] = lon
-            gps_info['Coordinates'] = f"{lat}, {lon}"
-            gps_info['Maps URL'] = f"https://www.google.com/maps?q={lat},{lon}"
+            gps_info["Latitude"] = lat
+            gps_info["Longitude"] = lon
+            gps_info["Coordinates"] = f"{lat}, {lon}"
+            gps_info["Maps URL"] = f"https://www.google.com/maps?q={lat},{lon}"
 
     # Extract altitude
-    gps_altitude = gps_data.get('GPSAltitude')
-    gps_altitude_ref = gps_data.get('GPSAltitudeRef', 0)
+    gps_altitude = gps_data.get("GPSAltitude")
+    gps_altitude_ref = gps_data.get("GPSAltitudeRef", 0)
     if gps_altitude is not None:
         altitude = float(gps_altitude)
         if gps_altitude_ref == 1:
             altitude = -altitude
-        gps_info['Altitude'] = f"{altitude}m"
+        gps_info["Altitude"] = f"{altitude}m"
 
     # Extract timestamp
-    gps_datestamp = gps_data.get('GPSDateStamp')
-    gps_timestamp = gps_data.get('GPSTimeStamp')
+    gps_datestamp = gps_data.get("GPSDateStamp")
+    gps_timestamp = gps_data.get("GPSTimeStamp")
     if gps_datestamp and gps_timestamp:
         try:
             h, m, s = gps_timestamp
-            gps_info['Timestamp'] = f"{gps_datestamp} {int(h):02d}:{int(m):02d}:{int(s):02d} UTC"
+            gps_info["Timestamp"] = f"{gps_datestamp} {int(h):02d}:{int(m):02d}:{int(s):02d} UTC"
         except (TypeError, ValueError):
             pass
 
@@ -90,7 +92,7 @@ def extract_gps_info(exif_data):
 def convert_exif_value(value):
     """Convert EXIF values to JSON-serializable types."""
     # Handle PIL-specific types first
-    if hasattr(value, '__class__') and 'IFDRational' in value.__class__.__name__:
+    if hasattr(value, "__class__") and "IFDRational" in value.__class__.__name__:
         # IFDRational is a fraction type - convert to float
         try:
             return float(value)
@@ -98,7 +100,7 @@ def convert_exif_value(value):
             return str(value)
     elif isinstance(value, bytes):
         try:
-            return value.decode('utf-8', errors='ignore')
+            return value.decode("utf-8", errors="ignore")
         except:
             return str(value)
     elif isinstance(value, (tuple, list)):
@@ -107,7 +109,7 @@ def convert_exif_value(value):
         return {k: convert_exif_value(v) for k, v in value.items()}
     elif isinstance(value, (int, float, str, bool, type(None))):
         return value
-    elif hasattr(value, '__dict__'):
+    elif hasattr(value, "__dict__"):
         return str(value)
     return value
 
@@ -128,7 +130,7 @@ def extract_exif_data(image):
             exif_dict[tag_name] = convert_exif_value(value)
 
         # Extract GPS info if present
-        if 'GPSInfo' in exif_dict:
+        if "GPSInfo" in exif_dict:
             gps_data = {}
             gps_raw = exif_data.get_ifd(0x8825)  # GPS IFD
 
@@ -136,7 +138,7 @@ def extract_exif_data(image):
                 tag_name = GPSTAGS.get(tag_id, tag_id)
                 gps_data[tag_name] = convert_exif_value(value)
 
-            exif_dict['GPSInfo'] = gps_data
+            exif_dict["GPSInfo"] = gps_data
 
     except Exception as e:
         logger.warning(f"Error extracting EXIF data: {e}")
@@ -153,51 +155,75 @@ def format_exif_display(exif_data):
 
     # Camera Information
     camera_info = {}
-    for key in ['Make', 'Model', 'Software', 'LensModel', 'LensMake']:
+    for key in ["Make", "Model", "Software", "LensModel", "LensMake"]:
         if key in exif_data:
             camera_info[key] = exif_data[key]
     if camera_info:
-        display_dict['Camera Information'] = camera_info
+        display_dict["Camera Information"] = camera_info
 
     # Image Settings
     image_settings = {}
-    for key in ['ExposureTime', 'FNumber', 'ISO', 'ISOSpeedRatings', 'FocalLength',
-                'Flash', 'WhiteBalance', 'ExposureProgram', 'MeteringMode', 'ExposureBiasValue']:
+    for key in [
+        "ExposureTime",
+        "FNumber",
+        "ISO",
+        "ISOSpeedRatings",
+        "FocalLength",
+        "Flash",
+        "WhiteBalance",
+        "ExposureProgram",
+        "MeteringMode",
+        "ExposureBiasValue",
+    ]:
         if key in exif_data:
             image_settings[key] = exif_data[key]
     if image_settings:
-        display_dict['Image Settings'] = image_settings
+        display_dict["Image Settings"] = image_settings
 
     # Date and Time
     datetime_info = {}
-    for key in ['DateTime', 'DateTimeOriginal', 'DateTimeDigitized', 'OffsetTime',
-                'OffsetTimeOriginal', 'OffsetTimeDigitized']:
+    for key in [
+        "DateTime",
+        "DateTimeOriginal",
+        "DateTimeDigitized",
+        "OffsetTime",
+        "OffsetTimeOriginal",
+        "OffsetTimeDigitized",
+    ]:
         if key in exif_data:
             datetime_info[key] = exif_data[key]
     if datetime_info:
-        display_dict['Date and Time'] = datetime_info
+        display_dict["Date and Time"] = datetime_info
 
     # GPS Information
     gps_info = extract_gps_info(exif_data)
     if gps_info:
-        display_dict['GPS Information'] = gps_info
+        display_dict["GPS Information"] = gps_info
 
     # Image Dimensions
     image_dims = {}
-    for key in ['ImageWidth', 'ImageLength', 'ExifImageWidth', 'ExifImageHeight',
-                'Orientation', 'ResolutionUnit', 'XResolution', 'YResolution']:
+    for key in [
+        "ImageWidth",
+        "ImageLength",
+        "ExifImageWidth",
+        "ExifImageHeight",
+        "Orientation",
+        "ResolutionUnit",
+        "XResolution",
+        "YResolution",
+    ]:
         if key in exif_data:
             image_dims[key] = exif_data[key]
     if image_dims:
-        display_dict['Image Dimensions'] = image_dims
+        display_dict["Image Dimensions"] = image_dims
 
     # Other Information
     other_info = {}
-    for key in ['Artist', 'Copyright', 'ImageDescription', 'UserComment']:
+    for key in ["Artist", "Copyright", "ImageDescription", "UserComment"]:
         if key in exif_data:
             other_info[key] = exif_data[key]
     if other_info:
-        display_dict['Other Information'] = other_info
+        display_dict["Other Information"] = other_info
 
     # Convert to YAML for nice formatting
     yaml_output = yaml.dump(display_dict, indent=3, sort_keys=False, width=132, allow_unicode=True)
@@ -222,7 +248,7 @@ class ExifMetadataExtractor(EnrichmentModule):
 
         # Additional check via magic type for common formats
         magic_lower = file_enriched.magic_type.lower()
-        return any(fmt in magic_lower for fmt in ['jpeg', 'tiff', 'image'])
+        return any(fmt in magic_lower for fmt in ["jpeg", "tiff", "image"])
 
     def _analyze_exif(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze EXIF metadata and generate enrichment result.
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index c80cc14..5d22f89 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -9,7 +9,7 @@ from uuid import UUID
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyType
@@ -542,7 +542,7 @@ class LsassDumpParser(EnrichmentModule):
 
         return enrichment_result
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process LSASS dump file and extract credentials.
 
         Args:
@@ -552,8 +552,7 @@ class LsassDumpParser(EnrichmentModule):
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
@@ -569,7 +568,7 @@ class LsassDumpParser(EnrichmentModule):
 
         logger.debug("Starting async processing of LSASS dump", object_id=object_id)
 
-        file_enriched = get_file_enriched(object_id)
+        file_enriched = await get_file_enriched_async(object_id)
 
         # Use provided file_path if available, otherwise download
         if file_path:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index 09fca3b..e07ad29 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -12,7 +12,7 @@ from common.db import get_postgres_connection_str
 from common.helpers import get_drive_from_path
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 from file_linking.helpers import add_file_linking
@@ -276,7 +276,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return results
 
-    def _process_security_hive(self, security_file: str, system_file: str | None) -> dict:
+    async def _process_security_hive(self, security_file: str, system_file: str | None) -> dict:
         """Process SECURITY hive to extract LSA secrets using pypykatz."""
         results = {
             "lsa_secrets": [],
@@ -376,9 +376,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                             )
 
                                             # Register the DPAPI_SYSTEM credential with the DPAPI manager
-                                            asyncio.run_coroutine_threadsafe(
-                                                self._register_dpapi_system_credential(machine_key, user_key), self.loop
-                                            )
+                                            await self._register_dpapi_system_credential(machine_key, user_key)
 
                                     # For NL$KM secrets, extract raw_secret
                                     elif not secret_value and "raw_secret" in secret_data:
@@ -686,7 +684,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
 
         return summary
 
-    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
+    async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Do the file enrichment.
 
         Args:
@@ -696,13 +694,12 @@ class RegistryHiveAnalyzer(EnrichmentModule):
         Returns:
             EnrichmentResult or None if processing fails
         """
-
-        return asyncio.run_coroutine_threadsafe(self._process_async(object_id, file_path), self.loop).result()
+        return await self._process_async(object_id, file_path)
 
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process registry hive file and extract relevant information."""
         try:
-            file_enriched = get_file_enriched(object_id)
+            file_enriched = await get_file_enriched_async(object_id)
 
             # Use provided file_path if available, otherwise download
             if file_path:
@@ -785,7 +782,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
             if security_object_id:
                 try:
                     with self.storage.download(security_object_id) as security_temp_file:
-                        sam_results = self._process_security_hive(security_temp_file.name, hive_file_path)
+                        sam_results = await self._process_security_hive(security_temp_file.name, hive_file_path)
                         analysis_results["security_analysis"] = sam_results
                         logger.debug(f"Processed paired SECURITY hive for SYSTEM: {security_path}")
                 except Exception as e:
@@ -807,7 +804,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                         if hive_type == "SAM":
                             analysis_results = self._process_sam_hive(hive_file_path, system_temp_file.name)
                         else:  # SECURITY
-                            analysis_results = self._process_security_hive(hive_file_path, system_temp_file.name)
+                            analysis_results = await self._process_security_hive(hive_file_path, system_temp_file.name)
                         logger.debug(f"Processed {hive_type} hive with SYSTEM bootkey")
 
                 except Exception as e:
@@ -816,7 +813,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                     if hive_type == "SAM":
                         analysis_results = self._process_sam_hive(hive_file_path, None)
                     else:  # SECURITY
-                        analysis_results = self._process_security_hive(hive_file_path, None)
+                        analysis_results = await self._process_security_hive(hive_file_path, None)
                     logger.debug(f"Processed {hive_type} hive without SYSTEM bootkey (download error)")
 
             else:
@@ -824,7 +821,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 if hive_type == "SAM":
                     analysis_results = self._process_sam_hive(hive_file_path, None)
                 else:  # SECURITY
-                    analysis_results = self._process_security_hive(hive_file_path, None)
+                    analysis_results = await self._process_security_hive(hive_file_path, None)
                 logger.debug(f"Processed {hive_type} hive without SYSTEM bootkey")
 
             # Store reference to system hive if found
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
index e066699..ffbaafa 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/sqlite/analyzer.py
@@ -105,7 +105,7 @@ class SqliteParser(EnrichmentModule):
             "sqlite 3.x database" in file_enriched.magic_type.lower()
             or file_enriched.file_name.lower().endswith(".sqlite")
         )
-        return (should_run and not file_enriched.is_plaintext)
+        return should_run and not file_enriched.is_plaintext
 
     def _analyze_sqlite_database(self, file_path: str, file_enriched) -> EnrichmentResult | None:
         """Analyze SQLite database file and generate enrichment result.
diff --git a/projects/document_conversion/poetry.lock b/projects/document_conversion/poetry.lock
index 5ba708e..244b0f8 100644
--- a/projects/document_conversion/poetry.lock
+++ b/projects/document_conversion/poetry.lock
@@ -271,6 +271,70 @@ files = [
     {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
 ]
 
+[[package]]
+name = "asyncpg"
+version = "0.30.0"
+description = "An asyncio PostgreSQL driver"
+optional = false
+python-versions = ">=3.8.0"
+groups = ["main"]
+files = [
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:bfb4dd5ae0699bad2b233672c8fc5ccbd9ad24b89afded02341786887e37927e"},
+    {file = "asyncpg-0.30.0-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:dc1f62c792752a49f88b7e6f774c26077091b44caceb1983509edc18a2222ec0"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3152fef2e265c9c24eec4ee3d22b4f4d2703d30614b0b6753e9ed4115c8a146f"},
+    {file = "asyncpg-0.30.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c7255812ac85099a0e1ffb81b10dc477b9973345793776b128a23e60148dd1af"},
+    {file = "asyncpg-0.30.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:578445f09f45d1ad7abddbff2a3c7f7c291738fdae0abffbeb737d3fc3ab8b75"},
+    {file = "asyncpg-0.30.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:c42f6bb65a277ce4d93f3fba46b91a265631c8df7250592dd4f11f8b0152150f"},
+    {file = "asyncpg-0.30.0-cp310-cp310-win32.whl", hash = "sha256:aa403147d3e07a267ada2ae34dfc9324e67ccc4cdca35261c8c22792ba2b10cf"},
+    {file = "asyncpg-0.30.0-cp310-cp310-win_amd64.whl", hash = "sha256:fb622c94db4e13137c4c7f98834185049cc50ee01d8f657ef898b6407c7b9c50"},
+    {file = "asyncpg-0.30.0-cp311-cp311-macosx_10_9_x86_64.whl", hash = "sha256:5e0511ad3dec5f6b4f7a9e063591d407eee66b88c14e2ea636f187da1dcfff6a"},
+    {file = "asyncpg-0.30.0-cp311-cp311-macosx_11_0_arm64.whl", hash = "sha256:915aeb9f79316b43c3207363af12d0e6fd10776641a7de8a01212afd95bdf0ed"},
+    {file = "asyncpg-0.30.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1c198a00cce9506fcd0bf219a799f38ac7a237745e1d27f0e1f66d3707c84a5a"},
+    {file = "asyncpg-0.30.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:3326e6d7381799e9735ca2ec9fd7be4d5fef5dcbc3cb555d8a463d8460607956"},
+    {file = "asyncpg-0.30.0-cp311-cp311-musllinux_1_2_aarch64.whl", hash = "sha256:51da377487e249e35bd0859661f6ee2b81db11ad1f4fc036194bc9cb2ead5056"},
+    {file = "asyncpg-0.30.0-cp311-cp311-musllinux_1_2_x86_64.whl", hash = "sha256:bc6d84136f9c4d24d358f3b02be4b6ba358abd09f80737d1ac7c444f36108454"},
+    {file = "asyncpg-0.30.0-cp311-cp311-win32.whl", hash = "sha256:574156480df14f64c2d76450a3f3aaaf26105869cad3865041156b38459e935d"},
+    {file = "asyncpg-0.30.0-cp311-cp311-win_amd64.whl", hash = "sha256:3356637f0bd830407b5597317b3cb3571387ae52ddc3bca6233682be88bbbc1f"},
+    {file = "asyncpg-0.30.0-cp312-cp312-macosx_10_13_x86_64.whl", hash = "sha256:c902a60b52e506d38d7e80e0dd5399f657220f24635fee368117b8b5fce1142e"},
+    {file = "asyncpg-0.30.0-cp312-cp312-macosx_11_0_arm64.whl", hash = "sha256:aca1548e43bbb9f0f627a04666fedaca23db0a31a84136ad1f868cb15deb6e3a"},
+    {file = "asyncpg-0.30.0-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6c2a2ef565400234a633da0eafdce27e843836256d40705d83ab7ec42074efb3"},
+    {file = "asyncpg-0.30.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1292b84ee06ac8a2ad8e51c7475aa309245874b61333d97411aab835c4a2f737"},
+    {file = "asyncpg-0.30.0-cp312-cp312-musllinux_1_2_aarch64.whl", hash = "sha256:0f5712350388d0cd0615caec629ad53c81e506b1abaaf8d14c93f54b35e3595a"},
+    {file = "asyncpg-0.30.0-cp312-cp312-musllinux_1_2_x86_64.whl", hash = "sha256:db9891e2d76e6f425746c5d2da01921e9a16b5a71a1c905b13f30e12a257c4af"},
+    {file = "asyncpg-0.30.0-cp312-cp312-win32.whl", hash = "sha256:68d71a1be3d83d0570049cd1654a9bdfe506e794ecc98ad0873304a9f35e411e"},
+    {file = "asyncpg-0.30.0-cp312-cp312-win_amd64.whl", hash = "sha256:9a0292c6af5c500523949155ec17b7fe01a00ace33b68a476d6b5059f9630305"},
+    {file = "asyncpg-0.30.0-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:05b185ebb8083c8568ea8a40e896d5f7af4b8554b64d7719c0eaa1eb5a5c3a70"},
+    {file = "asyncpg-0.30.0-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:c47806b1a8cbb0a0db896f4cd34d89942effe353a5035c62734ab13b9f938da3"},
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+    {file = "asyncpg-0.30.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:26683d3b9a62836fad771a18ecf4659a30f348a561279d6227dab96182f46144"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_aarch64.whl", hash = "sha256:1b982daf2441a0ed314bd10817f1606f1c28b1136abd9e4f11335358c2c631cb"},
+    {file = "asyncpg-0.30.0-cp39-cp39-musllinux_1_2_x86_64.whl", hash = "sha256:1c06a3a50d014b303e5f6fc1e5f95eb28d2cee89cf58384b700da621e5d5e547"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win32.whl", hash = "sha256:1b11a555a198b08f5c4baa8f8231c74a366d190755aa4f99aacec5970afe929a"},
+    {file = "asyncpg-0.30.0-cp39-cp39-win_amd64.whl", hash = "sha256:8b684a3c858a83cd876f05958823b68e8d14ec01bb0c0d14a6704c5bf9711773"},
+    {file = "asyncpg-0.30.0.tar.gz", hash = "sha256:c551e9928ab6707602f44811817f82ba3c446e018bfe1d3abecc8ba5f3eac851"},
+]
+
+[package.extras]
+docs = ["Sphinx (>=8.1.3,<8.2.0)", "sphinx-rtd-theme (>=1.2.2)"]
+gssauth = ["gssapi", "sspilib"]
+test = ["distro (>=1.9.0,<1.10.0)", "flake8 (>=6.1,<7.0)", "flake8-pyi (>=24.1.0,<24.2.0)", "gssapi", "k5test", "mypy (>=1.8.0,<1.9.0)", "sspilib", "uvloop (>=0.15.3)"]
+
 [[package]]
 name = "attrs"
 version = "25.4.0"
@@ -2091,4 +2155,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = ">=3.12,<4.0"
-content-hash = "e86a1b26132b1f403e9df45eabe468494a34b3f48ce7e393a82ed018c1854b54"
+content-hash = "726aba1b7598a00fb78d05ccc3a8972bf7ad6840a27badf7baaa119fafd71ca8"
diff --git a/projects/document_conversion/pyproject.toml b/projects/document_conversion/pyproject.toml
index 21d8fc3..355237a 100644
--- a/projects/document_conversion/pyproject.toml
+++ b/projects/document_conversion/pyproject.toml
@@ -23,6 +23,7 @@ pypdf2 = "^3.0.1"
 olefile = "^0.47"
 msoffcrypto-tool = "^5.4.2"
 protobuf = "6.31.1"
+asyncpg = "^0.30.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 509ef53..e70325c 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,7 +5,7 @@ from contextlib import asynccontextmanager
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import CloudEvent, File
-from common.workflows import set_fastapi_loop
+from common.workflows.setup import set_fastapi_loop
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index e2bd8de..10f8df8 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -5,7 +5,7 @@ import os
 
 from common.logger import get_logger
 from common.models import DotNetOutput
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched_async
 from file_enrichment.dotnet import store_dotnet_results
 
 logger = get_logger(__name__)
@@ -37,7 +37,7 @@ async def process_dotnet_event(raw_data, postgres_connection_string: str):
             # Get the file enriched data for creating transforms
             file_enriched = None
             try:
-                file_enriched = get_file_enriched(object_id)
+                file_enriched = await get_file_enriched_async(object_id)
             except Exception as e:
                 logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
 
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index f255f10..f6aa840 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -14,7 +14,7 @@ from common.db import get_postgres_connection_str
 from common.helpers import create_text_reader, get_file_extension, is_container
 from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, get_logger
 from common.models import Alert, EnrichmentResult, NoseyParkerInput
-from common.state_helpers import get_file_enriched
+from common.state_helpers import get_file_enriched_async
 from common.storage import StorageMinio
 from common.workflows.setup import wf_runtime, workflow_activity
 from dapr.clients import DaprClient
@@ -399,24 +399,20 @@ async def check_file_linkings(ctx, activity_input):
     """
 
     object_id = activity_input["object_id"]
-    file_enriched = get_file_enriched(object_id)
+    file_enriched = await get_file_enriched_async(object_id)
 
-    async def process_async(ctx, activity_input):
-        try:
-            global file_linking_engine
-            linkings_created = await file_linking_engine.apply_linking_rules(file_enriched)
+    try:
+        global file_linking_engine
+        linkings_created = await file_linking_engine.apply_linking_rules(file_enriched)
 
-            logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
+        logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
 
-            return {"linkings_created": linkings_created}
+        return {"linkings_created": linkings_created}
 
-        except Exception as e:
-            logger.exception("Error in file linking check", object_id=object_id, error=str(e))
-            # Don't raise to ensure workflow can complete
-            return {"linkings_created": 0, "error": str(e)}
-    global asyncio_loop
-
-    return asyncio.run_coroutine_threadsafe(process_async(ctx, activity_input), asyncio_loop).result()
+    except Exception as e:
+        logger.exception("Error in file linking check", object_id=object_id, error=str(e))
+        # Don't raise to ensure workflow can complete
+        return {"linkings_created": 0, "error": str(e)}
 
 
 @workflow_activity
@@ -425,7 +421,7 @@ async def publish_findings_alerts(ctx, activity_input):
     Activity to publish enriched file data to pubsub after retrieving from state store.
     """
     object_id = activity_input["object_id"]
-    file_enriched = get_file_enriched(object_id)
+    file_enriched = await get_file_enriched_async(object_id)
 
     # Fetch findings from the database for this object_id
     with psycopg.connect(postgres_connection_string) as conn:
@@ -487,7 +483,7 @@ async def handle_file_if_plaintext(ctx, activity_input):
     send a pub/sub message to NoseyParker
     """
     object_id = activity_input["object_id"]
-    file_enriched = get_file_enriched(object_id)
+    file_enriched = await get_file_enriched_async(object_id)
 
     # if the file is plaintext, make sure we index it
     if file_enriched.is_plaintext:
@@ -513,7 +509,7 @@ async def publish_enriched_file(ctx, activity_input):
     Activity to publish enriched file data to pubsub after retrieving from state store.
     """
     object_id = activity_input["object_id"]
-    file_enriched = get_file_enriched(object_id)
+    file_enriched = await get_file_enriched_async(object_id)
 
     try:
         with DaprClient() as client:
@@ -595,7 +591,14 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                     module = wf_runtime.modules[module_name]
                     logger.debug("Starting module processing", module_name=module_name)
 
-                    result: EnrichmentResult = module.process(object_id, temp_file.name)
+                    # Check if the module's process method returns a coroutine (async)
+                    result_or_coro = module.process(object_id, temp_file.name)
+                    if hasattr(result_or_coro, '__await__'):
+                        # It's a coroutine, await it
+                        result: EnrichmentResult = await result_or_coro
+                    else:
+                        # It's a synchronous result
+                        result: EnrichmentResult = result_or_coro
 
                     if result:
                         # Debug: Check for coroutines in the result before serialization

From fa918973bae015b61f92dac7aff147af435c7552 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 14:20:55 -0700
Subject: [PATCH 207/279] make SQL strings private, lint warnings, dead code

---
 libs/common/common/models2/api.py   | 20 ++++++++------------
 libs/common/common/state_helpers.py | 14 +++++++-------
 projects/cli/cli/config.py          |  5 ++---
 3 files changed, 17 insertions(+), 22 deletions(-)

diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index d3817d0..4f7194c 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -1,7 +1,7 @@
 import logging
 import re
 from datetime import UTC, datetime
-from typing import Annotated, Literal, Union
+from typing import Annotated, Literal
 from uuid import UUID
 
 from pydantic import BaseModel, BeforeValidator, Field, field_validator
@@ -13,14 +13,6 @@ class ErrorResponse(BaseModel):
     detail: str = Field(..., description="Error message details")
 
 
-class ValidationError(BaseModel):
-    """Model representing a validation error"""
-
-    loc: list[Union[str, int]]
-    msg: str
-    type: str
-
-
 class FileWithMetadataResponse(BaseModel):
     """Response for combined file and metadata uploads"""
 
@@ -98,7 +90,7 @@ class FileFilters(BaseModel):
                 try:
                     re.compile(pattern, re.IGNORECASE)
                 except re.error as e:
-                    raise ValueError(f"Invalid regex pattern '{pattern}': {e}")
+                    raise ValueError(f"Invalid regex pattern '{pattern}': {e}") from e
 
         return v
 
@@ -109,8 +101,12 @@ class FileMetadata(BaseModel):
     agent_id: str
     source: str | None = None
     project: str
-    timestamp: datetime | None = Field(default=None, description="ISO 8601 formatted timestamp of when the data was collected")
-    expiration: datetime | None = Field(default=None, description="ISO 8601 formatted expiration date (when the data should be deleted)")
+    timestamp: datetime | None = Field(
+        default=None, description="ISO 8601 formatted timestamp of when the data was collected"
+    )
+    expiration: datetime | None = Field(
+        default=None, description="ISO 8601 formatted expiration date (when the data should be deleted)"
+    )
     path: str
     file_filters: FileFilters | None = Field(
         default=None, description="Optional file filtering configuration for container extraction"
diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index fb0a165..1a026e7 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -10,7 +10,7 @@ from .logger import get_logger
 logger = get_logger(__name__)
 
 # Single source of truth for file_enriched query (using psycopg style with %s placeholders)
-FILE_ENRICHED_SELECT_QUERY = """
+_FILE_ENRICHED_SELECT_QUERY = """
     SELECT
         object_id, agent_id, source, project, timestamp, expiration,
         path, file_name, extension, size, magic_type, mime_type,
@@ -20,13 +20,13 @@ FILE_ENRICHED_SELECT_QUERY = """
     FROM files_enriched
 """
 
-FILE_ENRICHED_SELECT_QUERY_PSYCHOPG = f"""
-{FILE_ENRICHED_SELECT_QUERY}
+_FILE_ENRICHED_SELECT_QUERY_PSYCHOPG = f"""
+{_FILE_ENRICHED_SELECT_QUERY}
 WHERE object_id = %s
 """
 
-FILE_ENRICHED_SELECT_QUERY_ASYNCPG = f"""
-{FILE_ENRICHED_SELECT_QUERY}
+_FILE_ENRICHED_SELECT_QUERY_ASYNCPG = f"""
+{_FILE_ENRICHED_SELECT_QUERY}
 WHERE object_id = $1
 """
 
@@ -94,7 +94,7 @@ def get_file_enriched(object_id: str) -> FileEnriched:
     try:
         with psycopg.connect(get_postgres_connection_str()) as conn:
             with conn.cursor() as cur:
-                cur.execute(FILE_ENRICHED_SELECT_QUERY_PSYCHOPG, (object_id,))
+                cur.execute(_FILE_ENRICHED_SELECT_QUERY_PSYCHOPG, (object_id,))
 
                 result = cur.fetchone()
                 if not result:
@@ -140,7 +140,7 @@ async def get_file_enriched_async(object_id: str, connection_string: str | None
     try:
         conn = await asyncpg.connect(connection_string)
         try:
-            row = await conn.fetchrow(FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
+            row = await conn.fetchrow(_FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
 
             if not row:
                 raise ValueError(f"No file_enriched record found for object_id {object_id}")
diff --git a/projects/cli/cli/config.py b/projects/cli/cli/config.py
index 5bf41b0..ec1c491 100644
--- a/projects/cli/cli/config.py
+++ b/projects/cli/cli/config.py
@@ -3,12 +3,11 @@ from typing import Annotated, Optional, Union
 from urllib.parse import urlparse
 
 import yaml
-from pydantic import BaseModel, Field, field_validator
+from pydantic import BaseModel, ConfigDict, Field, field_validator
 
 
 class BaseConfig(BaseModel):
-    class Config:
-        extra = "forbid"
+    model_config = ConfigDict(extra="forbid")
 
 
 class StrictHttpUrl(str):

From dfef46ce533c8690e6828ebd17b7b9fe9346a99c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 14:25:59 -0700
Subject: [PATCH 208/279] fix pydantic deprecations

---
 libs/common/common/models2/api.py                       | 4 +++-
 projects/file_enrichment/file_enrichment/dotnet.py      | 4 ++--
 projects/file_enrichment/file_enrichment/noseyparker.py | 6 +++---
 3 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index 4f7194c..b9e8902 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -130,7 +130,9 @@ class FileMetadata(BaseModel):
         }
     }
 
-    model_config = {"json_encoders": {datetime: lambda dt: dt.isoformat()}}
+    model_config = {
+        "json_encoders": {datetime: lambda dt: dt.isoformat()},
+    }
 
 
 class ContainerFromMountRequest(BaseModel):
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/dotnet.py
index b89e9d0..efd950d 100644
--- a/projects/file_enrichment/file_enrichment/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/dotnet.py
@@ -161,7 +161,7 @@ async def store_dotnet_results(
         findings_list = []
         if analysis:
             # Store the analysis results
-            enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.dict())
+            enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.model_dump())
 
             # Check if there are any significant findings worth creating a finding for
             has_significant_findings = (
@@ -193,7 +193,7 @@ async def store_dotnet_results(
                     origin_name="dotnet_service",
                     object_id=object_id,
                     severity=9,
-                    raw_data=sanitize_for_jsonb(analysis.dict()),
+                    raw_data=sanitize_for_jsonb(analysis.model_dump()),
                     data=[display_data],
                 )
 
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index 2e2c775..e38b787 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -192,9 +192,9 @@ async def store_noseyparker_results(
         # Create an enrichment result to store
         enrichment_result = EnrichmentResult(module_name="noseyparker")
         enrichment_result.results = {
-            "matches": [sanitize_for_jsonb(match.dict() if hasattr(match, "dict") else match) for match in matches],
+            "matches": [sanitize_for_jsonb(match.model_dump() if hasattr(match, "model_dump") else match) for match in matches],
             "stats": sanitize_for_jsonb(
-                scan_stats.dict() if scan_stats and hasattr(scan_stats, "dict") else scan_stats
+                scan_stats.model_dump() if scan_stats and hasattr(scan_stats, "model_dump") else scan_stats
             ),
         }
 
@@ -218,7 +218,7 @@ async def store_noseyparker_results(
                 origin_name="noseyparker",
                 object_id=object_id,
                 severity=7,
-                raw_data=sanitize_for_jsonb({"match": match.dict() if hasattr(match, "dict") else match}),
+                raw_data=sanitize_for_jsonb({"match": match.model_dump() if hasattr(match, "model_dump") else match}),
                 data=[display_data],
             )
 

From 2e48a0d3a5d2dde0c737f9d489899d0dc96416fa Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 14:29:45 -0700
Subject: [PATCH 209/279] ruff - auto fixes

---
 libs/chromium/chromium/__init__.py            |  2 +-
 libs/chromium/chromium/helpers.py             |  2 +-
 libs/common/common/dependency_checks.py       |  3 +-
 libs/nemesis_dpapi/tests/test_validation.py   |  1 -
 projects/alerting/alerting/main.py            |  7 +--
 projects/cli/cli/config.py                    |  8 +--
 projects/cli/cli/monitor.py                   |  3 +-
 projects/cli/cli/mythic_connector/db.py       |  3 +-
 projects/cli/cli/nemesis_client.py            |  8 +--
 projects/cli/cli/stage1_connector/cache.py    |  3 +-
 .../stage1_connector/download_processor.py    | 16 ++---
 .../cli/stage1_connector/outflankc2_client.py |  4 +-
 projects/cli/cli/stress_test.py               |  3 +-
 projects/cli/cli/submit.py                    | 59 +++++++++----------
 .../document_conversion/main.py               | 11 ++--
 .../file_enrichment/tracing.py                |  4 +-
 projects/housekeeping/housekeeping/main.py    | 17 +++---
 projects/jupyter/jupyter_config.py            |  5 +-
 .../jupyter/notebooks/1_getting_started.ipynb |  6 +-
 .../2_triage_false_positive_findings.ipynb    | 27 ++++-----
 .../notebooks/3_workflow_performance.ipynb    | 47 +++++++--------
 21 files changed, 115 insertions(+), 124 deletions(-)

diff --git a/libs/chromium/chromium/__init__.py b/libs/chromium/chromium/__init__.py
index 8d22205..926f627 100644
--- a/libs/chromium/chromium/__init__.py
+++ b/libs/chromium/chromium/__init__.py
@@ -1,5 +1,6 @@
 """Chromium utility library for Chromium focused operations."""
 
+from .chromekey import retry_decrypt_chrome_keys_for_masterkey
 from .cookies import process_chromium_cookies
 from .helpers import convert_chromium_timestamp
 from .history import process_chromium_history
@@ -7,7 +8,6 @@ from .local_state import (
     process_chromium_local_state,
     retry_decrypt_state_keys_for_masterkey,
 )
-from .chromekey import retry_decrypt_chrome_keys_for_masterkey
 from .logins import process_chromium_logins
 
 __all__ = [
diff --git a/libs/chromium/chromium/helpers.py b/libs/chromium/chromium/helpers.py
index 0bba387..2de8d98 100644
--- a/libs/chromium/chromium/helpers.py
+++ b/libs/chromium/chromium/helpers.py
@@ -5,8 +5,8 @@ import struct
 from datetime import UTC, datetime, timedelta
 
 import psycopg
-from common.logger import get_logger
 from common.db import get_postgres_connection_str
+from common.logger import get_logger
 from Crypto.Cipher import AES, ChaCha20_Poly1305
 from nemesis_dpapi import Blob
 
diff --git a/libs/common/common/dependency_checks.py b/libs/common/common/dependency_checks.py
index 886e81b..be76aa7 100644
--- a/libs/common/common/dependency_checks.py
+++ b/libs/common/common/dependency_checks.py
@@ -3,7 +3,6 @@ import os
 import shutil
 from collections.abc import Sequence
 from pathlib import Path
-from typing import Optional
 
 logger = logging.getLogger(__name__)
 logger.addHandler(logging.NullHandler())
@@ -22,7 +21,7 @@ def find_missing_path_dependencies(
     commands: Sequence[str],
     *,
     raise_error: bool = True,
-    search_paths: Optional[Sequence[Path]] = None,
+    search_paths: Sequence[Path] | None = None,
 ) -> list[str]:
     """Checks if specified commands are available in system PATH.
 
diff --git a/libs/nemesis_dpapi/tests/test_validation.py b/libs/nemesis_dpapi/tests/test_validation.py
index 5f08b46..b9db132 100644
--- a/libs/nemesis_dpapi/tests/test_validation.py
+++ b/libs/nemesis_dpapi/tests/test_validation.py
@@ -2,7 +2,6 @@
 
 import pytest
 from Crypto.Hash import SHA1
-
 from nemesis_dpapi.validation import (
     check_write_once_conflicts,
     validate_and_calculate_sha1,
diff --git a/projects/alerting/alerting/main.py b/projects/alerting/alerting/main.py
index 943d869..293df4d 100644
--- a/projects/alerting/alerting/main.py
+++ b/projects/alerting/alerting/main.py
@@ -2,7 +2,6 @@ import asyncio
 import os
 import re
 from contextlib import asynccontextmanager
-from typing import Optional
 
 import apprise
 from common.logger import get_logger
@@ -85,10 +84,10 @@ dapr_app = DaprApp(app)
 
 
 class TestAlert(BaseModel):
-    title: Optional[str] = "Nemesis Alert"
+    title: str | None = "Nemesis Alert"
     body: str
-    service: Optional[str] = None
-    tag: Optional[str] = None
+    service: str | None = None
+    tag: str | None = None
 
 
 async def handle_feedback_subscription():
diff --git a/projects/cli/cli/config.py b/projects/cli/cli/config.py
index ec1c491..e315202 100644
--- a/projects/cli/cli/config.py
+++ b/projects/cli/cli/config.py
@@ -1,5 +1,5 @@
 from pathlib import Path
-from typing import Annotated, Optional, Union
+from typing import Annotated, Union
 from urllib.parse import urlparse
 
 import yaml
@@ -78,7 +78,7 @@ class MythicConfig(BaseConfig):
 class OutflankConfig(BaseConfig):
     url: StrictHttpUrl
     credential: PasswordCredential
-    downloads_dir_path: Optional[Path] = Field(
+    downloads_dir_path: Path | None = Field(
         None,
         description="Optional: Path to Outflank C2's upload directory where files will be pulled from instead of the Outflank API",
     )
@@ -98,8 +98,8 @@ class Config(BaseConfig):
     validate_https_certs: bool = Field(True, description="Whether to validate HTTPS certificates")
 
     nemesis: NemesisConfig
-    mythic: Optional[list[MythicConfig]] = Field(default_factory=list)
-    outflank: Optional[list[OutflankConfig]] = Field(default_factory=list)
+    mythic: list[MythicConfig] | None = Field(default_factory=list)
+    outflank: list[OutflankConfig] | None = Field(default_factory=list)
 
     @field_validator("mythic", "outflank", mode="before")
     @classmethod
diff --git a/projects/cli/cli/monitor.py b/projects/cli/cli/monitor.py
index 59f78b1..7e0e7d8 100644
--- a/projects/cli/cli/monitor.py
+++ b/projects/cli/cli/monitor.py
@@ -3,7 +3,6 @@ import logging
 import sys
 import time
 from pathlib import Path
-from typing import Optional
 
 import click
 from cli.log import setup_logging
@@ -96,7 +95,7 @@ def monitor_main(
     only_monitor: bool,
     workers: int,
     container: bool,
-    source: Optional[str] = None,
+    source: str | None = None,
 ):
     """Monitor a folder for new files and submit them to Nemesis"""
     try:
diff --git a/projects/cli/cli/mythic_connector/db.py b/projects/cli/cli/mythic_connector/db.py
index 1333f04..6d2a607 100644
--- a/projects/cli/cli/mythic_connector/db.py
+++ b/projects/cli/cli/mythic_connector/db.py
@@ -1,5 +1,4 @@
 import logging
-from typing import Optional
 
 import plyvel
 
@@ -21,7 +20,7 @@ class Database:
         """
         self.db = plyvel.DB(path, create_if_missing=True)
 
-    def get(self, key: str) -> Optional[int]:
+    def get(self, key: str) -> int | None:
         """Get an integer value from the database.
 
         Args:
diff --git a/projects/cli/cli/nemesis_client.py b/projects/cli/cli/nemesis_client.py
index e8016d3..4a1dd6b 100644
--- a/projects/cli/cli/nemesis_client.py
+++ b/projects/cli/cli/nemesis_client.py
@@ -2,7 +2,7 @@ import logging
 import os
 from datetime import UTC, datetime
 from pathlib import Path
-from typing import BinaryIO, Optional, Union
+from typing import BinaryIO, Union
 
 import requests
 from cli.config import NemesisConfig
@@ -132,7 +132,7 @@ class NemesisClient:
             if need_cleanup and file_stream is not None:
                 file_stream.close()
 
-    def get_health(self) -> Optional[Union[HealthResponse, ErrorResponse]]:
+    def get_health(self) -> Union[HealthResponse, ErrorResponse] | None:
         """Get API health status.
 
         Returns:
@@ -150,7 +150,7 @@ class NemesisClient:
             logger.error(f"Error getting health status: {e}")
             return None
 
-    def get_api_info(self) -> Optional[Union[APIInfo, ErrorResponse]]:
+    def get_api_info(self) -> Union[APIInfo, ErrorResponse] | None:
         """Get API information.
 
         Returns:
@@ -168,7 +168,7 @@ class NemesisClient:
             logger.error(f"Error getting API info: {e}")
             return None
 
-    def reload_yara_rules(self) -> Optional[Union[YaraReloadResponse, ErrorResponse]]:
+    def reload_yara_rules(self) -> Union[YaraReloadResponse, ErrorResponse] | None:
         """Reload Yara rules.
 
         Returns:
diff --git a/projects/cli/cli/stage1_connector/cache.py b/projects/cli/cli/stage1_connector/cache.py
index 0daf3f5..8ffff3b 100644
--- a/projects/cli/cli/stage1_connector/cache.py
+++ b/projects/cli/cli/stage1_connector/cache.py
@@ -1,5 +1,4 @@
 import logging
-from typing import Optional
 
 from cli.stage1_connector.outflankc2_client import Implant, OutflankC2Client
 
@@ -21,7 +20,7 @@ class ImplantCache:
             self.logger.error(f"Failed to initialize implant cache: {e}")
             raise
 
-    async def get_implant(self, uid: str) -> Optional[Implant]:
+    async def get_implant(self, uid: str) -> Implant | None:
         """Get implant from cache, fetching from API if not found"""
         if uid in self.cache:
             return self.cache[uid]
diff --git a/projects/cli/cli/stage1_connector/download_processor.py b/projects/cli/cli/stage1_connector/download_processor.py
index e6f53b2..d09525a 100644
--- a/projects/cli/cli/stage1_connector/download_processor.py
+++ b/projects/cli/cli/stage1_connector/download_processor.py
@@ -5,7 +5,7 @@ import tempfile
 from dataclasses import dataclass
 from datetime import UTC, datetime
 from pathlib import Path
-from typing import Optional, Union
+from typing import Union
 
 import plyvel
 from cli.nemesis_client import NemesisClient
@@ -17,10 +17,10 @@ logger = logging.getLogger(__name__)
 
 @dataclass
 class DownloadedFileInfo:
-    file_path: Optional[Path]
+    file_path: Path | None
     delete_after: bool
     success: bool
-    temp_file: Optional[Path] = None
+    temp_file: Path | None = None
 
     def __post_init__(self):
         # Track temp file separately for cleanup
@@ -47,8 +47,8 @@ class OutflankDownloadProcessor:
         db_path: Path,
         nemesis: NemesisClient,
         project: str,
-        outflank_downloads_dir_path: Optional[Path] = None,
-        outflank: Optional[OutflankC2Client] = None,
+        outflank_downloads_dir_path: Path | None = None,
+        outflank: OutflankC2Client | None = None,
     ):
         """Initialize with LevelDB path and optional components
 
@@ -89,7 +89,7 @@ class OutflankDownloadProcessor:
         return self.db.get(key) is not None
 
     def mark_processed(
-        self, download: Download, success: bool = True, response: Optional[FileWithMetadataResponse] = None
+        self, download: Download, success: bool = True, response: FileWithMetadataResponse | None = None
     ):
         """Mark download as processed"""
         key = f"download:{download.uid}".encode()
@@ -110,7 +110,7 @@ class OutflankDownloadProcessor:
         file_path: Union[Path, str],
         metadata: FileMetadata,
         delete_after: bool = False,
-    ) -> tuple[bool, Optional[str], Optional[FileWithMetadataResponse]]:
+    ) -> tuple[bool, str | None, FileWithMetadataResponse | None]:
         """Upload file with metadata to the API endpoint"""
         if not self.client:
             raise ValueError("NemesisClient is required")
@@ -237,7 +237,7 @@ class OutflankDownloadProcessor:
 
         return DownloadedFileInfo(temp_file, delete_after=True, success=True)
 
-    def _cleanup_temp_file(self, temp_file: Optional[Path]) -> None:
+    def _cleanup_temp_file(self, temp_file: Path | None) -> None:
         """Clean up temporary file if it exists and hasn't been cleaned up already.
         Silently ignores if the file doesn't exist, as it may have been cleaned up
         by the upload_file method."""
diff --git a/projects/cli/cli/stage1_connector/outflankc2_client.py b/projects/cli/cli/stage1_connector/outflankc2_client.py
index 722504d..9f3aa26 100644
--- a/projects/cli/cli/stage1_connector/outflankc2_client.py
+++ b/projects/cli/cli/stage1_connector/outflankc2_client.py
@@ -3,7 +3,7 @@ import logging
 from collections.abc import Callable
 from dataclasses import dataclass
 from datetime import datetime
-from typing import Any, Optional, ParamSpec, TypeVar
+from typing import Any, ParamSpec, TypeVar
 from urllib.parse import urljoin, urlparse
 
 import aiohttp
@@ -203,7 +203,7 @@ class OutflankC2Client:
             raise
 
     @requires_auth
-    async def get_current_user(self) -> Optional[str]:
+    async def get_current_user(self) -> str | None:
         """Get the currently authenticated username."""
         if not self._access_token:
             self.logger.warning("No access token available")
diff --git a/projects/cli/cli/stress_test.py b/projects/cli/cli/stress_test.py
index afdbae0..4bb7de5 100755
--- a/projects/cli/cli/stress_test.py
+++ b/projects/cli/cli/stress_test.py
@@ -6,7 +6,6 @@ import time
 from dataclasses import dataclass
 from datetime import UTC, datetime, timedelta
 from pathlib import Path
-from typing import Optional
 
 import aiohttp
 
@@ -15,7 +14,7 @@ import aiohttp
 class TestResult:
     success: bool
     duration: float
-    error: Optional[str] = None
+    error: str | None = None
 
 
 class APIStressTest:
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index f230e4c..c9d74c7 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -8,7 +8,6 @@ import time
 from pathlib import Path
 from queue import Empty, Queue
 from threading import Event, Thread
-from typing import Optional
 
 import click
 import colorlog
@@ -63,7 +62,7 @@ class UploadTracker:
             self.bytes_uploaded += bytes_uploaded
             self.successes.append((path, bytes_uploaded))
 
-    def add_failure(self, path: Path, error: Optional[str]):
+    def add_failure(self, path: Path, error: str | None):
         """Track a failed upload with path and error message"""
         with self.lock:
             self.failed += 1
@@ -113,11 +112,11 @@ class UploadTracker:
 
 
 def parse_filters(
-    filters_file: Optional[str],
+    filters_file: str | None,
     include_patterns: tuple[str, ...],
     exclude_patterns: tuple[str, ...],
     pattern_type: str,
-) -> Optional[dict]:
+) -> dict | None:
     """Parse filter options into the format expected by the API"""
 
     # If a filters file is provided, load it
@@ -201,13 +200,13 @@ def submit_main(
     agent_id: str,
     file_path: str,
     container: bool,
-    source: Optional[str] = None,
-    filters: Optional[str] = None,
+    source: str | None = None,
+    filters: str | None = None,
     include_pattern: tuple[str, ...] = (),
     exclude_pattern: tuple[str, ...] = (),
     pattern_type: str = "glob",
     repeat: int = 0,
-    folder: Optional[str] = None,
+    folder: str | None = None,
 ):
     """Submit files to Nemesis for processing.
 
@@ -309,10 +308,10 @@ def submit_files(
     project: str = "assess-test",
     agent_id: str = "submit.sh",
     container: bool = False,
-    source: Optional[str] = None,
-    file_filters: Optional[dict] = None,
+    source: str | None = None,
+    file_filters: dict | None = None,
     repeat: int = 0,
-    folder: Optional[str] = None,
+    folder: str | None = None,
 ):
     """Submit files to Nemesis"""
 
@@ -443,7 +442,7 @@ def stream_files(paths: list[Path], recursive: bool, file_queue: Queue) -> int:
     return total_files
 
 
-def validate_auth(host_port: str, auth: Optional[tuple[str, str]] = None) -> bool:
+def validate_auth(host_port: str, auth: tuple[str, str] | None = None) -> bool:
     """
     Validate authentication credentials before starting uploads.
     Returns True if auth is valid or not required, False otherwise.
@@ -469,7 +468,7 @@ def validate_auth(host_port: str, auth: Optional[tuple[str, str]] = None) -> boo
         return False
 
 
-def calculate_metadata_path(file_path: Path, base_paths: Optional[list[Path]], folder: Optional[str]) -> str:
+def calculate_metadata_path(file_path: Path, base_paths: list[Path] | None, folder: str | None) -> str:
     """
     Calculate the path to use in metadata, applying folder transformation if specified.
 
@@ -535,8 +534,8 @@ def create_metadata(
     path: str,
     project: str = "assess-test",
     agent_id: str = "submit.sh",
-    source: Optional[str] = None,
-    file_filters: Optional[dict] = None,
+    source: str | None = None,
+    file_filters: dict | None = None,
 ) -> dict:
     """Create metadata dictionary for file submission"""
     metadata: dict = {
@@ -588,15 +587,15 @@ def upload_file(
     file_path: Path,
     host_port: str,
     session: requests.Session,
-    auth: Optional[tuple[str, str]] = None,
+    auth: tuple[str, str] | None = None,
     project: str = "assess-test",
     agent_id: str = "submit.sh",
     container: bool = False,
-    source: Optional[str] = None,
-    file_filters: Optional[dict] = None,
-    base_paths: Optional[list[Path]] = None,
-    folder: Optional[str] = None,
-) -> tuple[bool, Optional[str], int]:
+    source: str | None = None,
+    file_filters: dict | None = None,
+    base_paths: list[Path] | None = None,
+    folder: str | None = None,
+) -> tuple[bool, str | None, int]:
     """
     Attempt to upload a file with retry logic. Returns (success, error_message, bytes_uploaded).
     If success is True, error_message will be None.
@@ -669,14 +668,14 @@ def concurrent_worker(
     error_queue: Queue,
     stop_event: Event,
     verbose: bool,
-    auth: Optional[tuple[str, str]] = None,
+    auth: tuple[str, str] | None = None,
     project: str = "assess-test",
     agent_id: str = "submit.sh",
     container: bool = False,
-    source: Optional[str] = None,
-    file_filters: Optional[dict] = None,
-    base_paths: Optional[list[Path]] = None,
-    folder: Optional[str] = None,
+    source: str | None = None,
+    file_filters: dict | None = None,
+    base_paths: list[Path] | None = None,
+    folder: str | None = None,
 ):
     """Worker thread to process (file, submission_number) pairs from the queue"""
     while not stop_event.is_set():
@@ -714,14 +713,14 @@ def worker(
     error_queue: Queue,
     stop_event: Event,
     verbose: bool,
-    auth: Optional[tuple[str, str]] = None,
+    auth: tuple[str, str] | None = None,
     project: str = "assess-test",
     agent_id: str = "submit.sh",
     container: bool = False,
-    source: Optional[str] = None,
-    file_filters: Optional[dict] = None,
-    base_paths: Optional[list[Path]] = None,
-    folder: Optional[str] = None,
+    source: str | None = None,
+    file_filters: dict | None = None,
+    base_paths: list[Path] | None = None,
+    folder: str | None = None,
 ):
     """Worker thread to process files from the queue"""
     while not stop_event.is_set():
diff --git a/projects/document_conversion/document_conversion/main.py b/projects/document_conversion/document_conversion/main.py
index 7dd6191..f1c1ec0 100644
--- a/projects/document_conversion/document_conversion/main.py
+++ b/projects/document_conversion/document_conversion/main.py
@@ -5,7 +5,6 @@ import tempfile
 import zipfile
 from contextlib import asynccontextmanager
 from datetime import timedelta
-from typing import Optional
 
 import jpype
 import jpype.imports  # noqa: F401
@@ -68,7 +67,7 @@ def init_tika():
         logger.info(f"Configuring Tika with OCR languages: {ocr_languages}")
 
         # Read the static XML config and substitute the language parameter
-        with open("/tika-config.xml", "r") as f:
+        with open("/tika-config.xml") as f:
             config_xml = f.read()
 
         # Replace the hardcoded language with the environment variable value
@@ -298,7 +297,7 @@ def publish_file_message(ctx: WorkflowActivityContext, activity_input: dict):
             )
 
         logger.info(
-            f"Published new file message for transform",
+            "Published new file message for transform",
             new_object_id=transform.object_id,
             originating_object_id=file_enriched.object_id,
         )
@@ -308,7 +307,7 @@ def publish_file_message(ctx: WorkflowActivityContext, activity_input: dict):
 
 
 @workflow_runtime.activity
-def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> Optional[dict]:
+def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> dict | None:
     """Extract text using Tika."""
     object_id = file_input.get("object_id")
     result = None
@@ -401,7 +400,7 @@ def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> Optiona
 
 
 @workflow_runtime.activity
-def extract_strings(ctx: WorkflowActivityContext, file_input: dict) -> Optional[dict]:
+def extract_strings(ctx: WorkflowActivityContext, file_input: dict) -> dict | None:
     """Extract strings from binary files."""
     object_id = file_input.get("object_id")
     result = None
@@ -480,7 +479,7 @@ def extract_strings(ctx: WorkflowActivityContext, file_input: dict) -> Optional[
 
 
 @workflow_runtime.activity
-def convert_to_pdf(ctx: WorkflowActivityContext, file_input: dict) -> Optional[dict]:
+def convert_to_pdf(ctx: WorkflowActivityContext, file_input: dict) -> dict | None:
     """Convert file to PDF using Gotenberg."""
     object_id = file_input.get("object_id")
     result = None
diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
index 010ad92..ee5d4ec 100644
--- a/projects/file_enrichment/file_enrichment/tracing.py
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -8,8 +8,8 @@
 # from opentelemetry.sdk.trace.export import BatchSpanProcessor
 # from opentelemetry.semconv.resource import ResourceAttributes
 
-from typing import Any, Optional
 from contextlib import contextmanager
+from typing import Any
 
 
 class NoOpSpan:
@@ -21,7 +21,7 @@ class NoOpSpan:
     def set_attributes(self, attributes: dict) -> None:
         pass
 
-    def add_event(self, name: str, attributes: Optional[dict] = None) -> None:
+    def add_event(self, name: str, attributes: dict | None = None) -> None:
         pass
 
     def set_status(self, status: Any) -> None:
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 9f27a06..07d54ef 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -2,7 +2,6 @@ import asyncio
 import os
 from contextlib import asynccontextmanager
 from datetime import datetime
-from typing import Optional
 
 import asyncpg
 from apscheduler.schedulers.asyncio import AsyncIOScheduler
@@ -33,7 +32,7 @@ async def get_db_pool():
     return db_pool
 
 
-async def get_expired_object_ids(expiration_date: Optional[datetime] = None) -> list[str]:
+async def get_expired_object_ids(expiration_date: datetime | None = None) -> list[str]:
     """
     Get a list of all object_ids from files, files_enriched, and files_enriched_dataset tables
     that have passed their expiration date.
@@ -149,7 +148,7 @@ async def delete_database_entries(object_ids: list[str]) -> bool:
         return False
 
 
-async def delete_expired_chromium_data(expiration_date: Optional[datetime] = None) -> bool:
+async def delete_expired_chromium_data(expiration_date: datetime | None = None) -> bool:
     """
     Delete chromium data only when expiration_date is datetime.max (delete all mode).
     Otherwise, CASCADE deletion handles chromium data when files are deleted.
@@ -187,7 +186,7 @@ async def delete_expired_chromium_data(expiration_date: Optional[datetime] = Non
         return False
 
 
-async def delete_expired_file_listings(expiration_date: Optional[datetime] = None) -> bool:
+async def delete_expired_file_listings(expiration_date: datetime | None = None) -> bool:
     """
     Delete expired entries from the file_listings table based on their created_at timestamp.
 
@@ -241,7 +240,7 @@ async def delete_expired_file_listings(expiration_date: Optional[datetime] = Non
         return False
 
 
-async def delete_expired_file_linkings(expiration_date: Optional[datetime] = None) -> bool:
+async def delete_expired_file_linkings(expiration_date: datetime | None = None) -> bool:
     """
     Delete expired entries from the file_linkings table based on their created_at timestamp.
 
@@ -295,7 +294,7 @@ async def delete_expired_file_linkings(expiration_date: Optional[datetime] = Non
         return False
 
 
-async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None) -> bool:
+async def delete_expired_dpapi_data(expiration_date: datetime | None = None) -> bool:
     """
     Delete expired entries from the dpapi tables based on their created_at timestamp.
 
@@ -355,7 +354,7 @@ async def delete_expired_dpapi_data(expiration_date: Optional[datetime] = None)
         return False
 
 
-async def delete_expired_containers(expiration_date: Optional[datetime] = None) -> bool:
+async def delete_expired_containers(expiration_date: datetime | None = None) -> bool:
     """
     Delete expired entries from the container_processing table.
 
@@ -422,7 +421,7 @@ def _log_cleanup_result(result, success_msg: str, error_msg: str, round_num: int
 _CLEANUP_RETRY_COUNT = 3
 _CLEANUP_RETRY_DELAY = 20
 
-async def run_cleanup_job(expiration_date: Optional[datetime] = None):
+async def run_cleanup_job(expiration_date: datetime | None = None):
     """
     Main job function that runs the cleanup process.
 
@@ -553,7 +552,7 @@ async def lifespan(app: FastAPI):
 # Create model for trigger request
 class CleanupRequest(BaseModel):
     # None means use current datetime, "all" means clean everything
-    expiration: Optional[str] = None
+    expiration: str | None = None
 
 
 # Create FastAPI application with lifespan handler
diff --git a/projects/jupyter/jupyter_config.py b/projects/jupyter/jupyter_config.py
index 4cadb97..07aa189 100644
--- a/projects/jupyter/jupyter_config.py
+++ b/projects/jupyter/jupyter_config.py
@@ -1,6 +1,7 @@
 """Jupyter configuration for Nemesis environment"""
 
 import os
+
 from jupyter_server.auth import passwd
 
 # Server configuration
@@ -26,7 +27,7 @@ else:
 
     if os.path.exists(password_file):
         # Read existing password
-        with open(password_file, 'r') as f:
+        with open(password_file) as f:
             random_password = f.read().strip()
     else:
         # Generate new random password and save it
@@ -49,4 +50,4 @@ c.ContentsManager.allow_hidden = True
 c.ServerApp.terminals_enabled = True
 
 # Notebook configuration
-c.NotebookApp.allow_remote_access = True
\ No newline at end of file
+c.NotebookApp.allow_remote_access = True
diff --git a/projects/jupyter/notebooks/1_getting_started.ipynb b/projects/jupyter/notebooks/1_getting_started.ipynb
index 7d9c02b..af12959 100644
--- a/projects/jupyter/notebooks/1_getting_started.ipynb
+++ b/projects/jupyter/notebooks/1_getting_started.ipynb
@@ -20,10 +20,10 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "import pandas as pd\n",
+    "\n",
     "import matplotlib.pyplot as plt\n",
-    "import seaborn as sns\n",
-    "from gql import gql, Client\n",
+    "import pandas as pd\n",
+    "from gql import Client, gql\n",
     "from gql.transport.requests import RequestsHTTPTransport\n",
     "\n",
     "# Set up the GraphQL client\n",
diff --git a/projects/jupyter/notebooks/2_triage_false_positive_findings.ipynb b/projects/jupyter/notebooks/2_triage_false_positive_findings.ipynb
index 5e8af7e..0b67b6a 100644
--- a/projects/jupyter/notebooks/2_triage_false_positive_findings.ipynb
+++ b/projects/jupyter/notebooks/2_triage_false_positive_findings.ipynb
@@ -19,12 +19,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import os\n",
-    "import pandas as pd\n",
     "import json\n",
+    "import os\n",
     "import re\n",
-    "from datetime import datetime\n",
-    "from gql import gql, Client\n",
+    "\n",
+    "from gql import Client, gql\n",
     "from gql.transport.requests import RequestsHTTPTransport\n",
     "\n",
     "# Configuration - Set your username here\n",
@@ -118,7 +117,7 @@
     "    raw_data = finding.get('raw_data', {})\n",
     "    match_data = raw_data.get('match', {})\n",
     "    rule_name = match_data.get('rule_name', '')\n",
-    "    \n",
+    "\n",
     "    if rule_name == \"Generic Password\":\n",
     "        generic_password_findings.append(finding)\n",
     "\n",
@@ -159,7 +158,7 @@
     "            \"automated\": True,\n",
     "            \"value\": \"false_positive\"\n",
     "        })\n",
-    "    \n",
+    "\n",
     "    # Insert triage entries\n",
     "    mutation = gql(\"\"\"\n",
     "        mutation InsertTriageEntries($objects: [findings_triage_history_insert_input!]!) {\n",
@@ -174,12 +173,12 @@
     "            }\n",
     "        }\n",
     "    \"\"\")\n",
-    "    \n",
+    "\n",
     "    result = client.execute(mutation, variable_values={\"objects\": triage_entries})\n",
     "    inserted_entries = result['insert_findings_triage_history']['returning']\n",
-    "    \n",
+    "\n",
     "    print(f\"Successfully marked {len(inserted_entries)} Generic Password findings as false positive\")\n",
-    "    \n",
+    "\n",
     "    # Show some examples\n",
     "    for entry in inserted_entries[:3]:\n",
     "        print(f\"  - Finding ID {entry['finding_id']}: {entry['value']} by {entry['username']} at {entry['timestamp']}\")\n",
@@ -210,7 +209,7 @@
     "    raw_data = finding.get('raw_data', {})\n",
     "    match_data = raw_data.get('match', {})\n",
     "    matched_content = match_data.get('matched_content', '')\n",
-    "    \n",
+    "\n",
     "    if password123_pattern.search(matched_content):\n",
     "        password123_findings.append(finding)\n",
     "\n",
@@ -250,7 +249,7 @@
     "            \"automated\": True,\n",
     "            \"value\": \"false_positive\"\n",
     "        })\n",
-    "    \n",
+    "\n",
     "    # Insert triage entries\n",
     "    mutation = gql(\"\"\"\n",
     "        mutation InsertTriageEntries($objects: [findings_triage_history_insert_input!]!) {\n",
@@ -265,12 +264,12 @@
     "            }\n",
     "        }\n",
     "    \"\"\")\n",
-    "    \n",
+    "\n",
     "    result = client.execute(mutation, variable_values={\"objects\": triage_entries})\n",
     "    inserted_entries = result['insert_findings_triage_history']['returning']\n",
-    "    \n",
+    "\n",
     "    print(f\"Successfully marked {len(inserted_entries)} password123 findings as false positive\")\n",
-    "    \n",
+    "\n",
     "    # Show some examples\n",
     "    for entry in inserted_entries[:3]:\n",
     "        print(f\"  - Finding ID {entry['finding_id']}: {entry['value']} by {entry['username']} at {entry['timestamp']}\")\n",
diff --git a/projects/jupyter/notebooks/3_workflow_performance.ipynb b/projects/jupyter/notebooks/3_workflow_performance.ipynb
index a8fcf75..c1be69e 100644
--- a/projects/jupyter/notebooks/3_workflow_performance.ipynb
+++ b/projects/jupyter/notebooks/3_workflow_performance.ipynb
@@ -16,14 +16,15 @@
    "outputs": [],
    "source": [
     "import os\n",
-    "import pandas as pd\n",
-    "import numpy as np\n",
-    "import matplotlib.pyplot as plt\n",
-    "import seaborn as sns\n",
-    "from datetime import datetime, timedelta\n",
-    "from gql import gql, Client\n",
-    "from gql.transport.requests import RequestsHTTPTransport\n",
     "import warnings\n",
+    "from datetime import datetime\n",
+    "\n",
+    "import matplotlib.pyplot as plt\n",
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "from gql import Client, gql\n",
+    "from gql.transport.requests import RequestsHTTPTransport\n",
+    "\n",
     "warnings.filterwarnings('ignore')\n",
     "\n",
     "# Set up plotting style\n",
@@ -149,7 +150,7 @@
     "print(\"=\"*80)\n",
     "\n",
     "# File counts with nice formatting\n",
-    "print(f\"\\n📁 FILE COUNTS\")\n",
+    "print(\"\\n📁 FILE COUNTS\")\n",
     "print(f\"   Total processed files:     {total_files:>12,}\")\n",
     "print(f\"   Submitted files:           {submitted_files:>12,}\")\n",
     "print(f\"   Derived files:             {derived_files:>12,}\")\n",
@@ -163,7 +164,7 @@
     "    # Remove files with zero or null size for size analysis\n",
     "    files_with_size = files_df[files_df['size'] > 0]\n",
     "\n",
-    "    print(f\"\\n📊 FILE SIZE STATISTICS\")\n",
+    "    print(\"\\n📊 FILE SIZE STATISTICS\")\n",
     "    print(f\"   Files with size data:      {len(files_with_size):>12,}\")\n",
     "    if not files_with_size.empty:\n",
     "        print(f\"   Average file size:         {files_with_size['size_mb'].mean():>12.2f} MB\")\n",
@@ -173,7 +174,7 @@
     "        total_gb = files_with_size['size_mb'].sum() / 1024\n",
     "        print(f\"   Total data processed:      {total_gb:>12.2f} GB\")\n",
     "    else:\n",
-    "        print(f\"   No files with size data available\")\n",
+    "        print(\"   No files with size data available\")\n",
     "\n",
     "# Calculate actual processing time for each file\n",
     "# For files where updated_at == created_at, use workflow runtime_seconds\n",
@@ -194,7 +195,7 @@
     "    # Remove files with zero or negative processing time\n",
     "    files_with_processing_time = files_with_workflow[files_with_workflow['actual_processing_time'] > 0]\n",
     "\n",
-    "    print(f\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
+    "    print(\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
     "    print(f\"   Files with processing data: {len(files_with_processing_time):>11,}\")\n",
     "    if not files_with_processing_time.empty:\n",
     "        avg_time = files_with_processing_time['actual_processing_time'].mean()\n",
@@ -210,10 +211,10 @@
     "        print(f\"   Total processing time:     {total_time/60:>12.2f} minutes\")\n",
     "        print(f\"                              {total_time/3600:>12.2f} hours\")\n",
     "    else:\n",
-    "        print(f\"   No processing time data available\")\n",
+    "        print(\"   No processing time data available\")\n",
     "else:\n",
-    "    print(f\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
-    "    print(f\"   No workflow data available for processing time analysis\")\n",
+    "    print(\"\\n⏱️ PROCESSING TIME STATISTICS\")\n",
+    "    print(\"   No workflow data available for processing time analysis\")\n",
     "    # Still calculate from file timestamps\n",
     "    files_with_processing_time = files_df[files_df['processing_duration_seconds'] > 0]\n",
     "    if not files_with_processing_time.empty:\n",
@@ -225,7 +226,7 @@
     "        # Set actual_processing_time for later use\n",
     "        files_df['actual_processing_time'] = files_df['processing_duration_seconds']\n",
     "    else:\n",
-    "        print(f\"   No processing time data available\")"
+    "        print(\"   No processing time data available\")"
    ]
   },
   {
@@ -259,7 +260,7 @@
     "        print(\"\\n\" + \"=\"*80)\n",
     "        print(\"                    TOTAL PROCESSING TIME ANALYSIS\")\n",
     "        print(\"=\"*80)\n",
-    "        print(f\"\\n⏰ TIMELINE ANALYSIS\")\n",
+    "        print(\"\\n⏰ TIMELINE ANALYSIS\")\n",
     "        print(f\"   First file submitted:      {first_submission}\")\n",
     "        print(f\"   Last file completed:       {last_completion}\")\n",
     "        print(f\"   Total processing duration: {total_processing_duration}\")\n",
@@ -271,7 +272,7 @@
     "            submitted_files_per_minute = submitted_files / total_processing_minutes\n",
     "            total_files_per_minute = total_files / total_processing_minutes\n",
     "\n",
-    "            print(f\"\\n📈 THROUGHPUT ANALYSIS\")\n",
+    "            print(\"\\n📈 THROUGHPUT ANALYSIS\")\n",
     "            print(f\"   Submitted files per minute: {submitted_files_per_minute:>11.2f}\")\n",
     "            print(f\"   Total files per minute:     {total_files_per_minute:>11.2f}\")\n",
     "            print(f\"   Files per hour:            {total_files_per_minute * 60:>12.2f}\")\n",
@@ -355,13 +356,13 @@
     "\n",
     "        # Print top 10% file sizes\n",
     "        top_10_percent = files_with_size.nlargest(int(len(files_with_size) * 0.1), 'size_mb')\n",
-    "        print(f\"\\n📊 TOP 10% LARGEST FILES ANALYSIS\")\n",
+    "        print(\"\\n📊 TOP 10% LARGEST FILES ANALYSIS\")\n",
     "        print(f\"   Number of files in top 10%: {len(top_10_percent):>11,}\")\n",
     "        print(f\"   Average size of top 10%:    {top_10_percent['size_mb'].mean():>12.2f} MB\")\n",
     "        print(f\"   Size range:                 {top_10_percent['size_mb'].min():>12.2f} - {top_10_percent['size_mb'].max():.2f} MB\")\n",
     "\n",
     "        # Show top 10 largest files\n",
-    "        print(f\"\\n🏆 TOP 10 LARGEST FILES\")\n",
+    "        print(\"\\n🏆 TOP 10 LARGEST FILES\")\n",
     "        largest_files = files_with_size.nlargest(10, 'size_mb')[['file_name', 'extension', 'size_mb']]\n",
     "        for i, (idx, row) in enumerate(largest_files.iterrows(), 1):\n",
     "            print(f\"   {i:>2}. {row['file_name']} ({row['extension']}): {row['size_mb']:.2f} MB\")\n",
@@ -419,13 +420,13 @@
     "\n",
     "    # Print top 10% processing times\n",
     "    top_10_percent_time = completed_workflows.nlargest(int(len(completed_workflows) * 0.1), 'runtime_seconds')\n",
-    "    print(f\"\\n⏱️ TOP 10% LONGEST PROCESSING TIMES\")\n",
+    "    print(\"\\n⏱️ TOP 10% LONGEST PROCESSING TIMES\")\n",
     "    print(f\"   Number of workflows in top 10%: {len(top_10_percent_time):>12,}\")\n",
     "    print(f\"   Average processing time:        {top_10_percent_time['runtime_seconds'].mean():>12.2f} seconds\")\n",
     "    print(f\"   Time range:                     {top_10_percent_time['runtime_seconds'].min():>12.2f} - {top_10_percent_time['runtime_seconds'].max():.2f} seconds\")\n",
     "\n",
     "    # Show top 10 longest processing times\n",
-    "    print(f\"\\n🕐 TOP 10 LONGEST PROCESSING TIMES\")\n",
+    "    print(\"\\n🕐 TOP 10 LONGEST PROCESSING TIMES\")\n",
     "    longest_times = completed_workflows.nlargest(10, 'runtime_seconds')[['filename', 'runtime_seconds', 'start_time']]\n",
     "    for i, (idx, row) in enumerate(longest_times.iterrows(), 1):\n",
     "        print(f\"   {i:>2}. {row['filename']}: {row['runtime_seconds']:.2f} seconds (started: {row['start_time']})\")\n",
@@ -658,12 +659,12 @@
     "    comparison_data.to_csv('nemesis_processing_time_comparison.csv', index=False)\n",
     "    print(\"✓ Processing time comparison exported to: nemesis_processing_time_comparison.csv\")\n",
     "\n",
-    "print(f\"\\n📊 EXPORT SUMMARY\")\n",
+    "print(\"\\n📊 EXPORT SUMMARY\")\n",
     "print(f\"   Files exported:            {len(files_df) if not files_df.empty else 0:>12,}\")\n",
     "print(f\"   Workflows exported:        {len(completed_workflows) if not completed_workflows.empty else 0:>12,}\")\n",
     "print(f\"   Summary metrics:           {len(summary_df):>12,}\")\n",
     "\n",
-    "print(f\"\\n📄 All performance data has been exported for further analysis!\")\n",
+    "print(\"\\n📄 All performance data has been exported for further analysis!\")\n",
     "print(\"=\"*60)"
    ]
   }

From 42105b630d34a8651754dc9ce4d546f300bb79b2 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 14:33:42 -0700
Subject: [PATCH 210/279] remove office2john from ruff checks

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index d4d516e..85fd868 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,7 @@ exclude = [
     "dist",
     "node_modules",
     "venv",
-    "dpapi_blob.py"
+    "libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py"
 ]
 
 line-length = 120

From 01384800a026e8531777478c6b69a66efb706998 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 15:00:10 -0700
Subject: [PATCH 211/279] fix broken jwt scanning, ruff linting errors

---
 libs/chromium/chromium/chromekey.py            |  2 +-
 libs/chromium/chromium/local_state.py          |  2 +-
 libs/common/common/models.py                   |  7 ++-----
 .../cng_file/analyzer.py                       |  5 ++++-
 .../cng_file/cng_parser.py                     |  2 +-
 .../container/analyzer.py                      |  2 +-
 .../dpapi_masterkey/analyzer.py                |  3 ++-
 .../kdbx/keepass2john.py                       |  6 ++++--
 .../file_enrichment_modules/keytab/analyzer.py |  2 +-
 .../file_enrichment_modules/lnk/analyzer.py    | 18 +++++++++---------
 .../file_enrichment_modules/pdf/pdf2john.py    | 17 ++++++++---------
 libs/nemesis_dpapi/tests/test_keys.py          |  2 +-
 projects/agents/agents/main.py                 |  1 +
 .../document_conversion/main.py                |  2 +-
 .../file_enrichment/workflow_manager.py        |  2 +-
 .../notebooks/3_workflow_performance.ipynb     |  4 ++--
 pyproject.toml                                 |  3 ++-
 17 files changed, 42 insertions(+), 38 deletions(-)

diff --git a/libs/chromium/chromium/chromekey.py b/libs/chromium/chromium/chromekey.py
index 9045f95..0cae74c 100644
--- a/libs/chromium/chromium/chromekey.py
+++ b/libs/chromium/chromium/chromekey.py
@@ -44,7 +44,7 @@ async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManag
             logger.warning("Chrome key not found", chrome_key_id=chrome_key_id)
             return result
 
-        (id, source, key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted) = row
+        (record_id, source, key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted) = row
 
     # Skip if already decrypted
     if key_is_decrypted:
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 44a4da7..a26dd6d 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -456,7 +456,7 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
             return result
 
         (
-            id,
+            record_id,
             source,
             username,
             browser,
diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 7b20e3a..92fe94d 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -1,7 +1,7 @@
 # src/common/models.py
 from datetime import datetime
 from enum import Enum
-from typing import TYPE_CHECKING, Any, Generic, TypeVar
+from typing import TYPE_CHECKING, Any
 
 from pydantic import BaseModel, ConfigDict, Field
 
@@ -297,10 +297,7 @@ class WorkflowStatus(BaseModel):
     result: dict | None = None
 
 
-T = TypeVar("T")
-
-
-class CloudEvent(BaseModel, Generic[T]):
+class CloudEvent[T](BaseModel):
     """Cloud event schema used in Dapr pub/sub"""
 
     data: T
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index aaf9df0..3f27e27 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -4,8 +4,8 @@ This module processes Windows CNG (Cryptography Next Generation) key files,
 parsing their structure and attempting to decrypt DPAPI-protected components.
 """
 
-import asyncio
 import struct
+from typing import TYPE_CHECKING
 from uuid import UUID
 
 import psycopg
@@ -26,6 +26,9 @@ from file_enrichment_modules.module_loader import EnrichmentModule
 from nemesis_dpapi import Blob, BlobDecryptionError, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 from psycopg.rows import dict_row
 
+if TYPE_CHECKING:
+    import asyncio
+
 logger = get_logger(__name__)
 
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
index 0825552..e68302a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
@@ -206,7 +206,7 @@ def parse_cng_stream(stream: BinaryIO) -> CngKeyFile | None:
         )
 
         # Read unkArray[16] - last 16 bytes of header
-        unk_array = header_data[28:44]
+        # unk_array = header_data[28:44]
 
         logger.debug(
             f"CNG header: version={version}, unk={unk}, name_len={name_len}, "
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
index 1ddb464..ffa0167 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/container/analyzer.py
@@ -98,7 +98,7 @@ class ContainerAnalyzer(EnrichmentModule):
             report_lines.append(f"- Total size: {self._format_size(total_size)}")
 
             git_repo_count = 0
-            for filepath, size in sorted(files):
+            for filepath, _size in sorted(files):
                 if filepath.endswith(".git/config") or filepath.endswith(".git\\config"):
                     git_repo_count += 1
             if git_repo_count > 0:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
index a867d02..dc4e50d 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_masterkey/analyzer.py
@@ -1,5 +1,4 @@
 # enrichment_modules/dpapi_masterkey/analyzer.py
-import asyncio
 import posixpath
 import re
 from typing import TYPE_CHECKING
@@ -17,6 +16,8 @@ from nemesis_dpapi import DpapiManager, MasterKey, MasterKeyFile, MasterKeyType
 from psycopg.rows import dict_row
 
 if TYPE_CHECKING:
+    import asyncio
+
     from nemesis_dpapi import DpapiManager
 
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
index 97452c7..5df8b4a 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/kdbx/keepass2john.py
@@ -120,8 +120,10 @@ def process_kdbx2_database(fp, filename, keyfile=None):
         if len(enc_iv) != 16:
             raise EOFError("Failed to read enc_iv")
 
-        num_groups = read_uint32_le(fp)
-        num_entries = read_uint32_le(fp)
+        # num_groups
+        read_uint32_le(fp)
+        # num_entries
+        read_uint32_le(fp)
 
         contents_hash = fp.read(32)
         if len(contents_hash) != 32:
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
index b93c87e..16fbdae 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/keytab/analyzer.py
@@ -101,7 +101,7 @@ rule Keytab_File
 
             # Components (principal parts)
             components = []
-            for i in range(num_components):
+            for _i in range(num_components):
                 if offset + 2 > len(entry_data):
                     return None
                 comp_len = unpack(">h", entry_data[offset : offset + 2])[0]
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
index 9e5a42f..2191158 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lnk/analyzer.py
@@ -25,18 +25,18 @@ def get_lnk_file_display(lnk_file, print_all=False):
             return identifier.upper().replace("_", " ")
         return identifier.capitalize().replace("_", " ")
 
-    def make_keys_nice(input, uppercase=False):
-        if isinstance(input, list):
-            return [make_keys_nice(item) for item in input]
-        if isinstance(input, dict):
-            if "class" in input:
-                key = input.pop("class")
-                return {key: make_keys_nice(input)}
+    def make_keys_nice(data, uppercase=False):
+        if isinstance(data, list):
+            return [make_keys_nice(item) for item in data]
+        if isinstance(data, dict):
+            if "class" in data:
+                key = data.pop("class")
+                return {key: make_keys_nice(data)}
             result = {}
-            for key, value in input.items():
+            for key, value in data.items():
                 result[nice_id(key, uppercase)] = make_keys_nice(value)
             return result
-        return input
+        return data
 
     # remove r_hotkey from header and reformat flags
     res["header"].pop("r_hotkey")
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/pdf/pdf2john.py b/libs/file_enrichment_modules/file_enrichment_modules/pdf/pdf2john.py
index 28ccfea..992786e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/pdf/pdf2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/pdf/pdf2john.py
@@ -40,7 +40,7 @@ class PdfParser:
         try:
             self.pdf_spec = psr.findall(self.encrypted)[0]
         except IndexError:
-            sys.stderr.write("%s is not a PDF file!\n" % file_name)
+            sys.stderr.write(f"{file_name} is not a PDF file!\n")
             self.process = False
 
     def parse(self):
@@ -51,7 +51,7 @@ class PdfParser:
             trailer = self.get_trailer()
         except RuntimeError:
             e = sys.exc_info()[1]
-            sys.stderr.write("%s : %s\n" % (self.file_name, str(e)))
+            sys.stderr.write(f"{self.file_name} : {e!s}\n")
             return
         # print >> sys.stderr, trailer
         object_id = self.get_object_id(b"Encrypt", trailer)
@@ -65,8 +65,8 @@ class PdfParser:
         rr = re.compile(rb"\/R \d")
         try:
             v = dr.findall(vr.findall(encryption_dictionary)[0])[0]
-        except IndexError:
-            raise RuntimeError("Could not find /V")
+        except IndexError as err:
+            raise RuntimeError("Could not find /V") from err
         r = dr.findall(rr.findall(encryption_dictionary)[0])[0]
         lr = re.compile(rb"\/Length \d+")
         longest = 0
@@ -80,9 +80,9 @@ class PdfParser:
         pr = re.compile(rb"\/P -?\d+")
         try:
             p = pr.findall(encryption_dictionary)[0]
-        except IndexError:
+        except IndexError as err:
             # print >> sys.stderr, "** dict:", encryption_dictionary
-            raise RuntimeError("Could not find /P")
+            raise RuntimeError("Could not find /P") from err
         pr = re.compile(rb"-?\d+")
         p = pr.findall(p)[0]
         meta = "1" if self.is_meta_data_encrypted(encryption_dictionary) else "0"
@@ -94,11 +94,10 @@ class PdfParser:
             idr = re.compile(rb"\/ID\s*\[\s*\(\w+\)\s*\(\w+\)\s*\]")
             try:
                 i_d = idr.findall(trailer)[0]  # id key word
-            except IndexError:
+            except IndexError as err:
                 # print >> sys.stderr, "** idr:", idr
                 # print >> sys.stderr, "** trailer:", trailer
-                raise RuntimeError("Could not find /ID tag")
-                return
+                raise RuntimeError("Could not find /ID tag") from err
         idr = re.compile(rb"<\w+>")
         try:
             i_d = idr.findall(trailer)[0]
diff --git a/libs/nemesis_dpapi/tests/test_keys.py b/libs/nemesis_dpapi/tests/test_keys.py
index b0b787e..5635db1 100644
--- a/libs/nemesis_dpapi/tests/test_keys.py
+++ b/libs/nemesis_dpapi/tests/test_keys.py
@@ -698,7 +698,7 @@ class TestDomainBackupKey:
         # Extract the private key from the backup key data
         key = PRIVATE_KEY_BLOB(backup_key_bytes[len(PVK_FILE_HDR()) :])
         private = privatekeyblob_to_pkcs1(key)
-        cipher = PKCS1_v1_5.new(private)
+        PKCS1_v1_5.new(private)
 
 
 class TestDpapiSystemSecret:
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index be1da43..67fafa3 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -15,6 +15,7 @@ from agents.prompt_manager import PromptManager
 from agents.schemas import TriageCategory, TriageRequest, TriageResult
 from agents.tasks.credential_analyzer import analyze_credentials
 from agents.tasks.dotnet_analyzer import analyze_dotnet_assembly
+from agents.tasks.jwt import validate_jwt_finding
 from agents.tasks.summarizer import summarize_text
 from agents.tasks.translate import translate_text
 from dapr.clients import DaprClient
diff --git a/projects/document_conversion/document_conversion/main.py b/projects/document_conversion/document_conversion/main.py
index f1c1ec0..727be34 100644
--- a/projects/document_conversion/document_conversion/main.py
+++ b/projects/document_conversion/document_conversion/main.py
@@ -341,7 +341,7 @@ def extract_tika_text(ctx: WorkflowActivityContext, file_input: dict) -> dict |
                         continue
                     else:
                         # Final attempt failed, re-raise the last exception
-                        raise last_exception
+                        raise last_exception from e
 
             if not extracted_text:
                 return None
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 974ffec..ae11851 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -192,7 +192,7 @@ class WorkflowManager:
             if stale_workflows:
                 logger.warning(f"Found {len(stale_workflows)} stale workflows, cleaning up...", pid=os.getpid())
 
-                for wf_id, object_id, runtime_seconds in stale_workflows:
+                for wf_id, _object_id, runtime_seconds in stale_workflows:
                     logger.info(f"Cleaning up stale workflow {wf_id}, runtime: {runtime_seconds:.2f}s", pid=os.getpid())
 
                     # Try to terminate the workflow in Dapr
diff --git a/projects/jupyter/notebooks/3_workflow_performance.ipynb b/projects/jupyter/notebooks/3_workflow_performance.ipynb
index c1be69e..0e20bdc 100644
--- a/projects/jupyter/notebooks/3_workflow_performance.ipynb
+++ b/projects/jupyter/notebooks/3_workflow_performance.ipynb
@@ -364,7 +364,7 @@
     "        # Show top 10 largest files\n",
     "        print(\"\\n🏆 TOP 10 LARGEST FILES\")\n",
     "        largest_files = files_with_size.nlargest(10, 'size_mb')[['file_name', 'extension', 'size_mb']]\n",
-    "        for i, (idx, row) in enumerate(largest_files.iterrows(), 1):\n",
+    "        for i, (_idx, row) in enumerate(largest_files.iterrows(), 1):\n",
     "            print(f\"   {i:>2}. {row['file_name']} ({row['extension']}): {row['size_mb']:.2f} MB\")\n",
     "\n",
     "        print(\"=\"*80)\n",
@@ -428,7 +428,7 @@
     "    # Show top 10 longest processing times\n",
     "    print(\"\\n🕐 TOP 10 LONGEST PROCESSING TIMES\")\n",
     "    longest_times = completed_workflows.nlargest(10, 'runtime_seconds')[['filename', 'runtime_seconds', 'start_time']]\n",
-    "    for i, (idx, row) in enumerate(longest_times.iterrows(), 1):\n",
+    "    for i, (_idx, row) in enumerate(longest_times.iterrows(), 1):\n",
     "        print(f\"   {i:>2}. {row['filename']}: {row['runtime_seconds']:.2f} seconds (started: {row['start_time']})\")\n",
     "\n",
     "    print(\"=\"*80)\n",
diff --git a/pyproject.toml b/pyproject.toml
index 85fd868..eea7c5a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -22,7 +22,8 @@ exclude = [
     "dist",
     "node_modules",
     "venv",
-    "libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py"
+    "libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py",
+    "projects/jupyter/jupyter_config.py",
 ]
 
 line-length = 120

From 5c2e12fdf43e5e54c95b35fa2f6c093f095ddfe1 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 17:29:28 -0700
Subject: [PATCH 212/279] fix JWT agent for History files

---
 projects/agents/.vscode/settings.json         |   1 +
 projects/agents/agents/helpers.py             |  19 +-
 projects/agents/agents/main.py                | 162 ++++++++++++++----
 projects/agents/agents/schemas.py             |  63 ++++++-
 projects/agents/agents/tasks/jwt.py           |  10 +-
 .../file_enrichment/noseyparker.py            |  13 +-
 6 files changed, 208 insertions(+), 60 deletions(-)

diff --git a/projects/agents/.vscode/settings.json b/projects/agents/.vscode/settings.json
index 0cdb088..0dace48 100644
--- a/projects/agents/.vscode/settings.json
+++ b/projects/agents/.vscode/settings.json
@@ -6,6 +6,7 @@
         "editor.formatOnSave": false
     },
     "[python]": {
+        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
diff --git a/projects/agents/agents/helpers.py b/projects/agents/agents/helpers.py
index a5db337..93a9bf1 100644
--- a/projects/agents/agents/helpers.py
+++ b/projects/agents/agents/helpers.py
@@ -1,4 +1,5 @@
 """Rate limit handling for HTTP clients with Retry-After support."""
+
 import openai
 from agents.litellm_startup import litellm_startup
 from common.logger import get_logger
@@ -17,7 +18,7 @@ def create_rate_limit_client():
         """Safely validate response."""
         try:
             # Check if response has a status_code attribute
-            if hasattr(response, 'status_code'):
+            if hasattr(response, "status_code"):
                 if response.status_code >= 400:
                     response.raise_for_status()
             else:
@@ -33,16 +34,17 @@ def create_rate_limit_client():
             retry=retry_if_exception_type(HTTPStatusError),
             wait=wait_retry_after(
                 fallback_strategy=wait_exponential(multiplier=1, max=60),
-                max_wait=300  # Don't wait more than 5 minutes
+                max_wait=300,  # Don't wait more than 5 minutes
             ),
             stop=stop_after_attempt(10),
-            reraise=True
+            reraise=True,
         ),
-        validate_response=validator
+        validate_response=validator,
     )
 
     return AsyncClient(transport=transport)
 
+
 async def get_litellm_token():
     """Sets up the LiteLLM token."""
 
@@ -95,6 +97,8 @@ async def fetch_finding_details(session, finding_id):
                 category
                 severity
                 object_id
+                origin_type
+                origin_name
                 data
                 raw_data
                 files_enriched {
@@ -158,15 +162,10 @@ def check_triage_consensus(session, object_id, threshold=3):
         for decision, count in decision_counts.items():
             if count >= threshold:
                 logger.info(f"Found triage consensus for object {object_id}: {decision} ({count} findings)")
-                return {
-                    "has_consensus": True,
-                    "decision": decision,
-                    "count": count
-                }
+                return {"has_consensus": True, "decision": decision, "count": count}
 
         return None
 
     except Exception as e:
         logger.exception(e, message=f"Error checking triage consensus for object {object_id}")
         return None
-
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 67fafa3..7e451c2 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -12,10 +12,9 @@ from agents.helpers import check_triage_consensus, fetch_finding_details, get_li
 from agents.model_manager import ModelManager
 from agents.phoenix_cost_sync import sync_pricing_to_phoenix
 from agents.prompt_manager import PromptManager
-from agents.schemas import TriageCategory, TriageRequest, TriageResult
+from agents.schemas import NoseyParkerData, TriageCategory, TriageRequest, TriageResult
 from agents.tasks.credential_analyzer import analyze_credentials
 from agents.tasks.dotnet_analyzer import analyze_dotnet_assembly
-from agents.tasks.jwt import validate_jwt_finding
 from agents.tasks.summarizer import summarize_text
 from agents.tasks.translate import translate_text
 from dapr.clients import DaprClient
@@ -229,27 +228,116 @@ def insert_triage_result(ctx: WorkflowActivityContext, activity_input: dict):
         raise
 
 
+def extract_summary_from_triage_request(triage_request: TriageRequest) -> str | None:
+    """
+    Extract the summary from a TriageRequest's data field.
+
+    Args:
+        triage_request: The triage request containing finding data
+
+    Returns:
+        The summary string if found, None otherwise
+    """
+    if not triage_request.data or len(triage_request.data) == 0:
+        return None
+
+    first_data = triage_request.data[0]
+    try:
+        if isinstance(first_data, str):
+            first_data = json.loads(first_data)
+        if isinstance(first_data, dict) and "metadata" in first_data:
+            return first_data["metadata"].get("summary")
+    except json.JSONDecodeError:
+        logger.error("Failed to parse finding data as JSON")
+
+    return None
+
+
+def handle_jwt_triage(ctx: DaprWorkflowContext, triage_request: TriageRequest, summary: str):
+    """
+    Handle JWT finding triage using rule-based validation.
+
+    Checks if the summary contains JWT-specific markers and processes the finding
+    with rule-based validation instead of LLM triage.
+
+    Args:
+        ctx: Dapr workflow context
+        finding_id: The finding ID being triaged
+        summary: The finding summary text
+        file_path: Path to the file containing the JWT
+
+    Returns:
+        True if this is a JWT finding that was processed, False otherwise
+
+    Yields:
+        Workflow activity calls for JWT validation and result insertion
+    """
+    # Check if it's a JWT finding
+    if triage_request.origin_name != "noseyparker":
+        return False
+
+    if not triage_request.raw_data:
+        if not ctx.is_replaying:
+            logger.warning(f"No raw_data available for noseyparker finding {triage_request.finding_id}")
+        return False
+
+    try:
+        noseyparker_data = NoseyParkerData(**triage_request.raw_data)
+    except Exception as e:
+        if not ctx.is_replaying:
+            logger.error(f"Failed to parse noseyparker data for finding {triage_request.finding_id}: {e}")
+        return False
+
+    # Check if this is specifically a JWT finding
+    if noseyparker_data.match.rule_name != "JSON Web Token (base64url-encoded)":
+        return False
+
+    if not ctx.is_replaying:
+        logger.info(f"Processing JWT finding {triage_request.finding_id} with rule-based triage")
+
+    jwt_wrapper = agent_manager.get_wrapper_function("jwt")
+    jwt_result = yield ctx.call_activity(
+        jwt_wrapper,
+        input={
+            "summary": summary,
+            "file_path": triage_request.file_path,
+        },
+    )
+
+    result = TriageResult(
+        finding_id=triage_request.finding_id,
+        decision=jwt_result["decision"],
+        explanation=jwt_result.get("explanation", "JWT validation completed"),
+        confidence=1.0,
+        true_positive_context=None,
+        success=True,
+    )
+
+    yield ctx.call_activity(
+        insert_triage_result,
+        input={
+            "finding_id": triage_request.finding_id,
+            "triage_result": result.model_dump(),
+        },
+    )
+
+    return True
+
+
 @workflow_runtime.workflow
 def finding_triage_workflow(ctx: DaprWorkflowContext, workflow_input: dict):
     """Main workflow for triaging findings."""
     try:
-        finding_id = workflow_input.get("finding_id")
-        object_id = workflow_input.get("object_id")
+        # Parse workflow_input as TriageRequest
+        triage_request = TriageRequest(**workflow_input)
+        finding_id = triage_request.finding_id
+        object_id = triage_request.object_id
 
         if not ctx.is_replaying:
             logger.info(f"Starting triage workflow for finding {finding_id}")
 
         # Step 1: Extract out the finding summary
-        summary = None
-        if workflow_input.get("data") and isinstance(workflow_input["data"], list) and len(workflow_input["data"]) > 0:
-            first_data = workflow_input["data"][0]
-            try:
-                if isinstance(first_data, str):
-                    first_data = json.loads(first_data)
-                if isinstance(first_data, dict) and "metadata" in first_data:
-                    summary = first_data["metadata"].get("summary")
-            except json.JSONDecodeError:
-                logger.error("Failed to parse finding data as JSON")
+        summary = extract_summary_from_triage_request(triage_request)
 
         if not summary:
             logger.warning(f"No summary found for finding {finding_id}")
@@ -258,44 +346,35 @@ def finding_triage_workflow(ctx: DaprWorkflowContext, workflow_input: dict):
                 decision=TriageCategory.NOT_TRIAGED,
                 explanation="No summary available",
                 confidence=0.0,
+                true_positive_context=None,
                 success=False,
             )
 
             yield ctx.call_activity(
-                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+                insert_triage_result,
+                input={
+                    "finding_id": finding_id,
+                    "triage_result": result.model_dump(),
+                },
             )
             return
 
-        file_path = workflow_input.get("file_path", "")
+        file_path = triage_request.file_path
 
         # Step 2: Check if it's a JWT finding and handle non-LLM triage
-        if "np.jwt.1" in summary and "JWT Analysis" in summary:
-            if not ctx.is_replaying:
-                logger.info(f"Processing JWT finding {finding_id} with rule-based triage")
-
-            jwt_wrapper = agent_manager.get_wrapper_function("jwt")
-            jwt_result = yield ctx.call_activity(
-                validate_jwt_finding, input={"summary": summary, "file_path": file_path}
-            )
-
-            result = TriageResult(
-                finding_id=finding_id,
-                decision=jwt_result["decision"],
-                explanation=jwt_result.get("explanation", "JWT validation completed"),
-                confidence=1.0,
-                success=True,
-            )
-
-            yield ctx.call_activity(
-                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
-            )
+        jwt_handled = yield from handle_jwt_triage(ctx, triage_request, summary)
+        if jwt_handled:
             return
 
         # Step 3: Check for finding consensus:
         #         If we hit this number of the same triage values for the same file, all future findings get that value
         consensus_threshold = int(os.getenv("TRIAGE_CONSENSUS_THRESHOLD", 3))
         consensus = yield ctx.call_activity(
-            check_consensus_activity, input={"object_id": object_id, "threshold": consensus_threshold}
+            check_consensus_activity,
+            input={
+                "object_id": object_id,
+                "threshold": consensus_threshold,
+            },
         )
 
         if consensus and consensus.get("has_consensus"):
@@ -309,11 +388,16 @@ def finding_triage_workflow(ctx: DaprWorkflowContext, workflow_input: dict):
                 decision=consensus["decision"],
                 explanation=f"Determined by existing {consensus['decision'].replace('_', ' ')} consensus for this file ({consensus['count']} findings)",
                 confidence=1.0,
+                true_positive_context=None,
                 success=True,
             )
 
             yield ctx.call_activity(
-                insert_triage_result, input={"finding_id": finding_id, "triage_result": result.model_dump()}
+                insert_triage_result,
+                input={
+                    "finding_id": finding_id,
+                    "triage_result": result.model_dump(),
+                },
             )
             return
 
@@ -427,6 +511,8 @@ async def handle_findings_subscription():
                                 category=finding_details["category"],
                                 severity=finding_details["severity"],
                                 object_id=object_id,
+                                origin_type=finding_details["origin_type"],
+                                origin_name=finding_details["origin_name"],
                                 data=data_strings,
                                 raw_data=finding_details["raw_data"],
                                 file_path=file_path,
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
index 3b94eaa..8057d0e 100644
--- a/projects/agents/agents/schemas.py
+++ b/projects/agents/agents/schemas.py
@@ -6,29 +6,36 @@ from pydantic import BaseModel, Field, field_validator
 
 class TriageCategory(str, Enum):
     """Triage decision categories"""
+
     TRUE_POSITIVE = "true_positive"
     FALSE_POSITIVE = "false_positive"
     NEEDS_REVIEW = "needs_review"
     NOT_TRIAGED = "not_triaged"
     ERROR = "error"
 
+
 class TriageDecision(BaseModel):
     """Schema for LLM triage decision response"""
+
     decision: str = Field(..., description="Triage decision: true_positive, false_positive, or needs_review")
     explanation: str = Field(..., description="One sentence explaining the reasoning for this decision")
 
+
 class TriageRequest(BaseModel):
     """Schema for triage workflow input"""
+
     finding_id: int = Field(..., description="Unique finding identifier")
     finding_name: str = Field(..., description="Name/type of the finding")
     category: str | None = Field(None, description="Finding category")
     severity: Union[int, str] | None = Field(None, description="Finding severity level (0-10 or string)")
     object_id: str = Field(..., description="Object storage ID")
+    origin_type: str | None = Field(None, description="Type of the finding's origin")
+    origin_name: str | None = Field(None, description="Name of the finding's origin")
     data: list[str] = Field(..., description="Finding data payload")
     raw_data: dict[str, Any] | None = Field(None, description="Raw finding data")
     file_path: str = Field(..., description="Path of the file associated with finding")
 
-    @field_validator('severity')
+    @field_validator("severity")
     @classmethod
     def validate_severity(cls, v):
         if v is None:
@@ -44,51 +51,97 @@ class TriageRequest(BaseModel):
 
         return severity_int
 
+
+class NoseyParkerLocation(BaseModel):
+    """Schema for location information in Nosey Parker findings"""
+
+    line: int = Field(..., description="Line number where the match was found")
+    column: int = Field(..., description="Column number where the match was found")
+
+
+class NoseyParkerMatch(BaseModel):
+    """Schema for a Nosey Parker match"""
+
+    snippet: str = Field(..., description="Portion of text around where the match was found")
+    location: NoseyParkerLocation = Field(..., description="Location of the match in the file")
+    file_path: str | None = Field(None, description="Path to the file containing the match")
+    rule_name: str = Field(..., description="Name of the detection rule that triggered")
+    rule_type: str = Field(..., description="Type/category of the detection rule")
+    git_commit: str | None = Field(None, description="Git commit hash where this was found")
+    matched_content: str = Field(..., description="The actual content that matched the rule")
+
+
+class NoseyParkerData(BaseModel):
+    """Schema for Nosey Parker finding data"""
+
+    match: NoseyParkerMatch = Field(..., description="Match information from Nosey Parker")
+
+
 class JWTAnalysis(BaseModel):
     """Schema for JWT-specific analysis"""
+
     is_expired: bool = Field(..., description="Whether the JWT is expired")
     has_expiry_conflict: bool = Field(False, description="Whether there's conflicting expiry info")
     is_sample_data: bool = Field(False, description="Whether this appears to be sample/test data")
     decision: TriageCategory = Field(..., description="Triage decision for JWT")
 
+
 class ValidateRequest(BaseModel):
     """Request for validation agent"""
+
     file_path: str = Field(..., description="Path of the file being analyzed")
     summary: str = Field(..., description="Security finding summary to validate")
 
+
 class ValidateResponse(BaseModel):
     """Response from validation agent with strict decision values."""
+
     decision: Literal["true_positive", "false_positive", "needs_review"] = Field(
-        ...,
-        description="Triage decision - MUST be exactly one of: true_positive, false_positive, needs_review"
+        ..., description="Triage decision - MUST be exactly one of: true_positive, false_positive, needs_review"
     )
     explanation: str = Field(..., description="Accurate but concise 1 sentence explanation for the decision")
     confidence: float = Field(default=1.0, ge=0.0, le=1.0, description="Confidence score 0-1.0")
-    true_positive_context: str | None = Field(None, description="Context/risk for true_positive decisions. Only required for true_positive findings.")
+    true_positive_context: str | None = Field(
+        None, description="Context/risk for true_positive decisions. Only required for true_positive findings."
+    )
+
 
 class CredentialWithContext(BaseModel):
     """A credential with its surrounding textual context."""
+
     credential: str = Field(..., description="The extracted credential/password")
     context: str = Field(..., description="Surrounding textual context for the credential")
 
+
 class CredentialAnalysisResponse(BaseModel):
     """Response from credential analysis agent."""
-    credentials: list[CredentialWithContext] = Field(default_factory=list, description="List of extracted credentials with their surrounding context")
+
+    credentials: list[CredentialWithContext] = Field(
+        default_factory=list, description="List of extracted credentials with their surrounding context"
+    )
+
 
 class SummaryResponse(BaseModel):
     """Response from text summarization agent."""
+
     summary: str = Field(..., description="Generated summary of the text content")
 
+
 class TranslationResponse(BaseModel):
     """Response from text translation agent."""
+
     translated_text: str = Field(..., description="Translated text content in the target language")
 
+
 class DotNetAnalysisResponse(BaseModel):
     """Response from .NET analysis agent."""
+
     analysis: str = Field(..., description="Detailed analysis of the .NET assembly")
 
+
 class TriageResult(BaseModel):
     """Schema for the result returned by finding_triage_workflow()"""
+
     finding_id: int = Field(..., description="ID of the finding that was triaged")
     decision: str = Field(..., description="Triage decision made")
     explanation: str = Field(..., description="Explanation for the triage decision")
diff --git a/projects/agents/agents/tasks/jwt.py b/projects/agents/agents/tasks/jwt.py
index 61c437a..ab34261 100644
--- a/projects/agents/agents/tasks/jwt.py
+++ b/projects/agents/agents/tasks/jwt.py
@@ -33,7 +33,7 @@ class JWTAgent(BaseAgent):
         """
 
         # Check if this is actually a JWT finding
-        if "np.jwt.1" not in summary or "JWT Analysis" not in summary:
+        if "JSON Web Token" not in summary:
             return None
 
         logger.debug("Analyzing JWT finding from file", file_path=file_path)
@@ -44,7 +44,8 @@ class JWTAgent(BaseAgent):
 
         # Check for sample/test data indicators
         is_sample_data = any(
-            indicator in file_path.lower() for indicator in ["test", "sample", "example", "demo", "mock", "fixture", "spec"]
+            indicator in file_path.lower()
+            for indicator in ["test", "sample", "example", "demo", "mock", "fixture", "spec"]
         )
 
         # Determine if there's conflicting information
@@ -73,7 +74,10 @@ class JWTAgent(BaseAgent):
             decision = TriageCategory.FALSE_POSITIVE
 
         result = JWTAnalysis(
-            is_expired=is_expired, has_expiry_conflict=has_expiry_conflict, is_sample_data=is_sample_data, decision=decision
+            is_expired=is_expired,
+            has_expiry_conflict=has_expiry_conflict,
+            is_sample_data=is_sample_data,
+            decision=decision,
         )
 
         logger.debug(
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index e38b787..4494585 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -10,7 +10,7 @@ from typing import Any
 import psycopg
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, MatchInfo, ScanStats
 
 logger = get_logger(__name__)
 
@@ -142,7 +142,7 @@ def create_finding_summary(match_info):
     summary += "```\n"
 
     # Check if this is a JWT
-    if match_info.rule_type == "jwt" or "jwt" in match_info.rule_name.lower():
+    if match_info.rule_type == "secret" and "json web token" in match_info.rule_name.lower():
         jwt_token = match_info.matched_content.strip()
         is_expired, payload = is_jwt_expired(jwt_token)
 
@@ -158,7 +158,10 @@ def create_finding_summary(match_info):
 
 
 async def store_noseyparker_results(
-    object_id: str, matches: list, scan_stats=None, postgres_connection_string: str = None
+    object_id: str,
+    matches: list[MatchInfo],
+    scan_stats: ScanStats,
+    postgres_connection_string: str,
 ):
     """
     Store Nosey Parker results in the database, including creating findings.
@@ -192,7 +195,9 @@ async def store_noseyparker_results(
         # Create an enrichment result to store
         enrichment_result = EnrichmentResult(module_name="noseyparker")
         enrichment_result.results = {
-            "matches": [sanitize_for_jsonb(match.model_dump() if hasattr(match, "model_dump") else match) for match in matches],
+            "matches": [
+                sanitize_for_jsonb(match.model_dump() if hasattr(match, "model_dump") else match) for match in matches
+            ],
             "stats": sanitize_for_jsonb(
                 scan_stats.model_dump() if scan_stats and hasattr(scan_stats, "model_dump") else scan_stats
             ),

From 8c57bf96b1a3ab824c41b1369185f703e8e46ee3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 17 Oct 2025 17:48:59 -0700
Subject: [PATCH 213/279] fix JWT parsing of History files

---
 projects/agents/agents/helpers.py         | 2 +-
 projects/agents/agents/litellm_startup.py | 2 +-
 projects/agents/agents/main.py            | 2 +-
 projects/agents/agents/schemas.py         | 1 +
 projects/agents/agents/tasks/jwt.py       | 6 ++++++
 5 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/projects/agents/agents/helpers.py b/projects/agents/agents/helpers.py
index 93a9bf1..2e3deac 100644
--- a/projects/agents/agents/helpers.py
+++ b/projects/agents/agents/helpers.py
@@ -56,7 +56,7 @@ async def get_litellm_token():
         except RuntimeError as e:
             # Handle LiteLLM not being available gracefully
             if "LiteLLM API not available" in str(e):
-                logger.warning("LiteLLM service is not available - continuing with JWT-only tr")
+                logger.warning("LiteLLM service is not available - continuing with JWT-only")
             else:
                 logger.warning(f"LiteLLM initialization failed: {e}")
             return None
diff --git a/projects/agents/agents/litellm_startup.py b/projects/agents/agents/litellm_startup.py
index 2ba510b..ed2c1d8 100644
--- a/projects/agents/agents/litellm_startup.py
+++ b/projects/agents/agents/litellm_startup.py
@@ -20,7 +20,7 @@ BUDGET_DURATION = os.getenv("BUDGET_DURATION", "30d")
 LITELLM_API_URL = os.getenv("LITELLM_API_URL", "http://litellm:4000")
 LITELLM_ADMIN_KEY = os.getenv("LITELLM_ADMIN_KEY")
 DAPR_STATE_STORE = os.getenv("DAPR_STATE_STORE", "statestore")
-MAX_RETRIES = 10
+MAX_RETRIES = 2
 RETRY_DELAY = 5
 
 # Token key for Dapr state store
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 7e451c2..07d3fcc 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -201,7 +201,7 @@ def insert_triage_result(ctx: WorkflowActivityContext, activity_input: dict):
         ) as session:
             variable_values = {
                 "finding_id": finding_id,
-                "username": "llm_triage",
+                "username": "automatation_agent",
                 "value": triage_result["decision"],
                 "explanation": triage_result["explanation"],
                 "confidence": triage_result["confidence"],
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
index 8057d0e..38c2a6b 100644
--- a/projects/agents/agents/schemas.py
+++ b/projects/agents/agents/schemas.py
@@ -84,6 +84,7 @@ class JWTAnalysis(BaseModel):
     has_expiry_conflict: bool = Field(False, description="Whether there's conflicting expiry info")
     is_sample_data: bool = Field(False, description="Whether this appears to be sample/test data")
     decision: TriageCategory = Field(..., description="Triage decision for JWT")
+    explanation: str = Field(..., description="Explanation for the triage decision")
 
 
 class ValidateRequest(BaseModel):
diff --git a/projects/agents/agents/tasks/jwt.py b/projects/agents/agents/tasks/jwt.py
index ab34261..bd2c06c 100644
--- a/projects/agents/agents/tasks/jwt.py
+++ b/projects/agents/agents/tasks/jwt.py
@@ -55,18 +55,22 @@ class JWTAgent(BaseAgent):
         if has_expiry_conflict:
             # Conflicting expiry info - might be multiple JWTs or parsing issue
             decision = TriageCategory.TRUE_POSITIVE
+            explanation = "Conflicting expiry information found"
             is_expired = False  # Conservative assumption
         elif has_expired_true and not has_expired_false:
             # Clearly expired JWT - usually false positive
             decision = TriageCategory.FALSE_POSITIVE
+            explanation = "JWT is expired"
             is_expired = True
         elif has_expired_false and not has_expired_true:
             # Valid (non-expired) JWT - potential security issue
             decision = TriageCategory.TRUE_POSITIVE if not is_sample_data else TriageCategory.FALSE_POSITIVE
+            explanation = "JWT is not expired"
             is_expired = False
         else:
             # No clear expiry information
             decision = TriageCategory.NEEDS_REVIEW
+            explanation = "No expiry information found"
             is_expired = False
 
         # Override decision if clearly sample data
@@ -78,6 +82,7 @@ class JWTAgent(BaseAgent):
             has_expiry_conflict=has_expiry_conflict,
             is_sample_data=is_sample_data,
             decision=decision,
+            explanation=explanation,
         )
 
         logger.debug(
@@ -126,6 +131,7 @@ class JWTAgent(BaseAgent):
                 "has_expiry_conflict": result.has_expiry_conflict,
                 "is_sample_data": result.is_sample_data,
                 "decision": result.decision,
+                "explanation": result.explanation,
             }
 
         except Exception as e:

From 3c228975189f603863cf6731ea1725f4768122b8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 18 Oct 2025 17:48:54 -0700
Subject: [PATCH 214/279] standardize postgres access

---
 compose.yaml                                  | 15 ++++++------
 libs/common/common/db.py                      | 16 +++++++++----
 .../lsass_dump/analyzer.py                    | 11 ---------
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   |  2 +-
 projects/agents/.vscode/settings.json         |  3 ++-
 projects/agents/agents/agent_manager.py       |  7 +++---
 projects/agents/agents/main.py                |  7 ++----
 projects/agents/agents/prompt_manager.py      | 23 ++++---------------
 .../agents/tasks/credential_analyzer.py       | 11 +++++----
 .../agents/agents/tasks/dotnet_analyzer.py    |  3 ++-
 projects/agents/agents/tasks/summarizer.py    | 11 +++++----
 projects/agents/agents/tasks/translate.py     | 11 +++++----
 projects/agents/agents/tasks/validate.py      |  7 ++++--
 .../file_enrichment/workflow.py               |  4 ++--
 14 files changed, 61 insertions(+), 70 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 26c83e5..c7cbe4c 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -84,7 +84,7 @@ services:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
-      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_PASSWORD=${RABBITMQ_PASSWORD:?}
       - RABBITMQ_USER=${RABBITMQ_USER:?}
     depends_on:
@@ -277,7 +277,7 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
@@ -456,8 +456,7 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
-      - POSTGRES_CONNECTION_URL=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - HASURA_ADMIN_SECRET=${HASURA_ADMIN_SECRET:-pass456}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
@@ -515,7 +514,7 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
     depends_on:
       housekeeping: { condition: service_started }
       placement: { condition: service_started }
@@ -585,7 +584,7 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
     depends_on:
       document-conversion: { condition: service_started }
@@ -740,13 +739,13 @@ services:
     environment:
       HASURA_GRAPHQL_ADMIN_SECRET: "${HASURA_ADMIN_SECRET:-pass456}"
       HASURA_GRAPHQL_BASE_PATH: "/hasura"
-      HASURA_GRAPHQL_DATABASE_URL: postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
+      HASURA_GRAPHQL_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
       HASURA_GRAPHQL_ENABLE_CONSOLE: "true"
       HASURA_GRAPHQL_ENABLE_METADATA_SYNC: "true"
       HASURA_GRAPHQL_ENABLE_TELEMETRY: "false"
       HASURA_GRAPHQL_ENABLED_LOG_TYPES: startup, http-log, webhook-log, websocket-log, query-log
       HASURA_GRAPHQL_LOG_LEVEL: "warn"
-      HASURA_GRAPHQL_METADATA_DATABASE_URL: postgres://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
+      HASURA_GRAPHQL_METADATA_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
       HASURA_GRAPHQL_METADATA_DIR: /hasura-metadata
       HASURA_GRAPHQL_UNAUTHORIZED_ROLE: anonymous
     volumes:
diff --git a/libs/common/common/db.py b/libs/common/common/db.py
index 5f28c44..1255537 100644
--- a/libs/common/common/db.py
+++ b/libs/common/common/db.py
@@ -2,15 +2,23 @@ from functools import lru_cache
 
 from dapr.clients import DaprClient
 
+_POSTGRES_SECRET_NAME = "POSTGRES_CONNECTION_STRING"
+_DAPR_SECRET_STORE_NAME = "nemesis-secret-store"
+
 
 @lru_cache(maxsize=1)
 def get_postgres_connection_str(dapr_client: DaprClient | None = None) -> str:
     """Get PostgreSQL connection string from Dapr."""
 
     if dapr_client:
-        secret = dapr_client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-        return secret.secret["POSTGRES_CONNECTION_STRING"]
+        secret = dapr_client.get_secret(store_name=_DAPR_SECRET_STORE_NAME, key=_POSTGRES_SECRET_NAME)
+        output = secret.secret[_POSTGRES_SECRET_NAME]
     else:
         with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_STRING")
-            return secret.secret["POSTGRES_CONNECTION_STRING"]
+            secret = client.get_secret(store_name=_DAPR_SECRET_STORE_NAME, key=_POSTGRES_SECRET_NAME)
+            output = secret.secret[_POSTGRES_SECRET_NAME]
+
+    if not output.startswith("postgresql://"):
+        raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgresql://' to be used with the DpapiManager")
+
+    return output
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
index 5d22f89..7dcd0a1 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/lsass_dump/analyzer.py
@@ -6,7 +6,6 @@ from datetime import datetime
 from typing import TYPE_CHECKING
 from uuid import UUID
 
-from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched, get_file_enriched_async
@@ -557,17 +556,7 @@ class LsassDumpParser(EnrichmentModule):
     async def _process_async(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Async helper for process method."""
 
-        postgres_connection_string = get_postgres_connection_str()
-
-        if not postgres_connection_string.startswith("postgres://"):
-            raise ValueError(
-                "POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager"
-            )
-
-        # self.dpapi_manager = DpapiManager(storage_backend=postgres_connection_string)
-
         logger.debug("Starting async processing of LSASS dump", object_id=object_id)
-
         file_enriched = await get_file_enriched_async(object_id)
 
         # Use provided file_path if available, otherwise download
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 48d8d5c..5bc378e 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -82,7 +82,7 @@ class DpapiManager(DpapiManagerProtocol):
             self._masterkey_repo = InMemoryMasterKeyRepository()
             self._backup_key_repo = InMemoryDomainBackupKeyRepository()
             self._dpapi_system_cred_repo = InMemoryDpapiSystemCredentialRepository()
-        elif self._storage_backend.startswith("postgres://"):
+        elif self._storage_backend.startswith("postgresql://"):
             # Initialize PostgreSQL connection pool
             pool = await asyncpg.create_pool(self._storage_backend)
             if pool is None:
diff --git a/projects/agents/.vscode/settings.json b/projects/agents/.vscode/settings.json
index 0dace48..8818d80 100644
--- a/projects/agents/.vscode/settings.json
+++ b/projects/agents/.vscode/settings.json
@@ -11,7 +11,7 @@
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
         },
-        "editor.defaultFormatter": "charliermarsh.ruff"
+        "editor.defaultFormatter": "charliermarsh.ruff",
     },
     "autoDocstring.docstringFormat": "google",
     "files.exclude": {
@@ -61,4 +61,5 @@
     "python.testing.unittestEnabled": false,
     "python.testing.pytestEnabled": true,
     "python.analysis.typeCheckingMode": "basic",
+    "python.defaultInterpreterPath": "${workspaceFolder}/.venv/bin/python"
 }
\ No newline at end of file
diff --git a/projects/agents/agents/agent_manager.py b/projects/agents/agents/agent_manager.py
index 1850560..0660bef 100644
--- a/projects/agents/agents/agent_manager.py
+++ b/projects/agents/agents/agent_manager.py
@@ -5,6 +5,7 @@ import inspect
 from pathlib import Path
 
 from agents.base_agent import BaseAgent
+from common.db import get_postgres_connection_str
 from common.logger import get_logger
 
 logger = get_logger(__name__)
@@ -130,16 +131,14 @@ class AgentManager:
         """Initialize agent prompts in the database for agents that have prompts."""
         from agents.prompt_manager import PromptManager
 
-        prompt_manager = PromptManager()
+        prompt_manager = PromptManager(get_postgres_connection_str())
 
         for agent_key in self.agents.keys():
             try:
                 agent = self.get_agent_instance(agent_key)
                 if hasattr(agent, "has_prompt") and agent.has_prompt:
                     if hasattr(agent, "system_prompt"):
-                        success = prompt_manager.save_prompt(
-                            agent.name, agent.system_prompt, agent.description
-                        )
+                        success = prompt_manager.save_prompt(agent.name, agent.system_prompt, agent.description)
                         if success:
                             logger.debug("Initialized prompt for agent", agent_key=agent_key)
                         else:
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 07d3fcc..c57b13a 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -17,6 +17,7 @@ from agents.tasks.credential_analyzer import analyze_credentials
 from agents.tasks.dotnet_analyzer import analyze_dotnet_assembly
 from agents.tasks.summarizer import summarize_text
 from agents.tasks.translate import translate_text
+from common.db import get_postgres_connection_str
 from dapr.clients import DaprClient
 
 # from dapr.ext.fastapi import DaprApp # needed if we're doing pub/sub
@@ -565,11 +566,7 @@ async def get_agents_metadata():
 async def get_llm_spend_data():
     """Get LiteLLM spend and token usage data."""
     try:
-        # Get PostgreSQL connection URL from Dapr secret store
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-            postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
-
+        postgres_connection_url = get_postgres_connection_str()
         # Modify connection URL to connect to litellm database instead of enrichment
         litellm_connection_string = postgres_connection_url.replace("/enrichment", "/litellm")
 
diff --git a/projects/agents/agents/prompt_manager.py b/projects/agents/agents/prompt_manager.py
index d47bfbb..41247c8 100644
--- a/projects/agents/agents/prompt_manager.py
+++ b/projects/agents/agents/prompt_manager.py
@@ -4,7 +4,7 @@ from typing import Any
 
 import psycopg
 import structlog
-from dapr.clients import DaprClient
+from common.db import get_postgres_connection_str
 
 logger = structlog.get_logger(__name__)
 
@@ -13,12 +13,12 @@ class PromptManager:
     """Manager for loading and saving agent prompts to/from the database."""
 
     _instance = None
-    _postgres_connection_string = None
     _initialized = False
 
-    def __new__(cls):
+    def __new__(cls, postgres_connection_string: str):
         if cls._instance is None:
             cls._instance = super().__new__(cls)
+            cls._postgres_connection_string = postgres_connection_string
         return cls._instance
 
     @classmethod
@@ -27,21 +27,8 @@ class PromptManager:
         if cls._initialized:
             return
 
-        try:
-            with DaprClient() as client:
-                secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-                cls._postgres_connection_string = secret.secret["POSTGRES_CONNECTION_URL"]
-
-                if not cls._postgres_connection_string or cls._postgres_connection_string.strip() == "":
-                    logger.warning("Retrieved empty or whitespace-only POSTGRES_CONNECTION_URL from secret store")
-                    cls._postgres_connection_string = None
-                else:
-                    logger.debug("PromptManager initialized with PostgreSQL credentials")
-
-                cls._initialized = True
-        except Exception as e:
-            logger.warning("Failed to initialize PromptManager", error=str(e))
-            cls._postgres_connection_string = None
+        cls._postgres_connection_string = get_postgres_connection_str()
+        cls._initialized = True
 
     @classmethod
     def is_available(cls) -> bool:
diff --git a/projects/agents/agents/tasks/credential_analyzer.py b/projects/agents/agents/tasks/credential_analyzer.py
index a586377..edbc457 100644
--- a/projects/agents/agents/tasks/credential_analyzer.py
+++ b/projects/agents/agents/tasks/credential_analyzer.py
@@ -9,6 +9,7 @@ from agents.base_agent import BaseAgent
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import CredentialAnalysisResponse, CredentialWithContext
+from common.db import get_postgres_connection_str
 from common.models import FileObject, FindingCategory, FindingOrigin
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
@@ -40,7 +41,7 @@ class CredentialAnalyzer(BaseAgent):
 
     def __init__(self):
         super().__init__()
-        self.prompt_manager = PromptManager()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
         self.name = "Credential Analyzer"
         self.description = "Extracts credentials and passwords from text content using LLM analysis"
         self.agent_type = "llm_based"
@@ -83,7 +84,7 @@ Return your findings as a structured list. If no credentials are found, return a
                         WHERE object_id = %s AND type = 'extracted_text'
                         LIMIT 1
                         """,
-                        (object_id,)
+                        (object_id,),
                     )
                     result = cur.fetchone()
                     transform_object_id = result[0] if result else None
@@ -196,7 +197,7 @@ Return your findings as a structured list. If no credentials are found, return a
                         INSERT INTO transforms (object_id, type, transform_object_id, metadata)
                         VALUES (%s, %s, %s, %s)
                         """,
-                        (object_id, "llm_extracted_credentials", credentials_id, json.dumps(metadata))
+                        (object_id, "llm_extracted_credentials", credentials_id, json.dumps(metadata)),
                     )
 
                     # Create finding if credentials were found
@@ -222,8 +223,8 @@ Return your findings as a structured list. If no credentials are found, return a
                                 object_id,
                                 8,
                                 json.dumps({"credentials": [cred.model_dump() for cred in credentials]}),
-                                json.dumps([display_data.model_dump()])
-                            )
+                                json.dumps([display_data.model_dump()]),
+                            ),
                         )
                 conn.commit()
 
diff --git a/projects/agents/agents/tasks/dotnet_analyzer.py b/projects/agents/agents/tasks/dotnet_analyzer.py
index 5be7cde..a23bcb9 100644
--- a/projects/agents/agents/tasks/dotnet_analyzer.py
+++ b/projects/agents/agents/tasks/dotnet_analyzer.py
@@ -18,6 +18,7 @@ from agents.base_agent import BaseAgent
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import DotNetAnalysisResponse
+from common.db import get_postgres_connection_str
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
@@ -303,7 +304,7 @@ class DotNetAnalyzer(BaseAgent):
 
     def __init__(self):
         super().__init__()
-        self.prompt_manager = PromptManager()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
         self.name = ".NET Assembly Analyzer"
         self.description = "Adapted @dreadnode agent that analyzes .NET assemblies"
         self.agent_type = "llm_based"
diff --git a/projects/agents/agents/tasks/summarizer.py b/projects/agents/agents/tasks/summarizer.py
index 6b9900f..fa0e89a 100644
--- a/projects/agents/agents/tasks/summarizer.py
+++ b/projects/agents/agents/tasks/summarizer.py
@@ -9,6 +9,7 @@ from agents.base_agent import BaseAgent
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import SummaryResponse
+from common.db import get_postgres_connection_str
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
@@ -23,7 +24,7 @@ class TextSummarizer(BaseAgent):
 
     def __init__(self):
         super().__init__()
-        self.prompt_manager = PromptManager()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
         self.name = "Text Summarizer"
         self.description = "Creates concise summaries of text content using LLM analysis"
         self.agent_type = "llm_based"
@@ -60,7 +61,7 @@ class TextSummarizer(BaseAgent):
                         WHERE object_id = %s AND type = 'extracted_text'
                         LIMIT 1
                         """,
-                        (object_id,)
+                        (object_id,),
                     )
                     result = cur.fetchone()
                     transform_object_id = result[0] if result else None
@@ -94,7 +95,9 @@ class TextSummarizer(BaseAgent):
                     logger.info("Default prompt saved to database", agent_name=self.name)
                 else:
                     # This is expected during startup when event loop is running
-                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
 
                 return self.system_prompt
 
@@ -166,7 +169,7 @@ class TextSummarizer(BaseAgent):
                         INSERT INTO transforms (object_id, type, transform_object_id, metadata)
                         VALUES (%s, %s, %s, %s)
                         """,
-                        (object_id, "text_summary", summary_id, json.dumps(metadata))
+                        (object_id, "text_summary", summary_id, json.dumps(metadata)),
                     )
                 conn.commit()
 
diff --git a/projects/agents/agents/tasks/translate.py b/projects/agents/agents/tasks/translate.py
index 47e605f..5c7f6d9 100644
--- a/projects/agents/agents/tasks/translate.py
+++ b/projects/agents/agents/tasks/translate.py
@@ -9,6 +9,7 @@ from agents.base_agent import BaseAgent
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import TranslationResponse
+from common.db import get_postgres_connection_str
 from common.state_helpers import get_file_enriched
 from common.storage import StorageMinio
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
@@ -23,7 +24,7 @@ class TextTranslator(BaseAgent):
 
     def __init__(self):
         super().__init__()
-        self.prompt_manager = PromptManager()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
         self.name = "Text Translator"
         self.description = "Translates text content to a specified target language using a LLM"
         self.agent_type = "llm_based"
@@ -60,7 +61,7 @@ class TextTranslator(BaseAgent):
                         WHERE object_id = %s AND type = 'extracted_text'
                         LIMIT 1
                         """,
-                        (object_id,)
+                        (object_id,),
                     )
                     result = cur.fetchone()
                     transform_object_id = result[0] if result else None
@@ -94,7 +95,9 @@ class TextTranslator(BaseAgent):
                     logger.info("Default prompt saved to database", agent_name=self.name)
                 else:
                     # This is expected during startup when event loop is running
-                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
 
                 return self.system_prompt
 
@@ -168,7 +171,7 @@ class TextTranslator(BaseAgent):
                         INSERT INTO transforms (object_id, type, transform_object_id, metadata)
                         VALUES (%s, %s, %s, %s)
                         """,
-                        (object_id, "text_translation", translation_id, json.dumps(metadata))
+                        (object_id, "text_translation", translation_id, json.dumps(metadata)),
                     )
                 conn.commit()
 
diff --git a/projects/agents/agents/tasks/validate.py b/projects/agents/agents/tasks/validate.py
index 4f04806..d899721 100644
--- a/projects/agents/agents/tasks/validate.py
+++ b/projects/agents/agents/tasks/validate.py
@@ -6,6 +6,7 @@ from agents.logger import set_agent_metadata
 from agents.model_manager import ModelManager
 from agents.prompt_manager import PromptManager
 from agents.schemas import TriageCategory, ValidateResponse
+from common.db import get_postgres_connection_str
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 from pydantic_ai import Agent
 from pydantic_ai.settings import ModelSettings
@@ -18,7 +19,7 @@ class ValidationAgent(BaseAgent):
 
     def __init__(self):
         super().__init__()
-        self.prompt_manager = PromptManager()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
         self.name = "Finding Validator"
         self.description = (
             "Validates security findings by triaging them as true positives, false positives, or needing review"
@@ -56,7 +57,9 @@ with this information (i.e., the risk). If it's not a true_positive omit this co
                     logger.info("Default prompt saved to database", agent_name=self.name)
                 else:
                     # This is expected during startup when event loop is running
-                    logger.debug("Could not save default prompt to database (likely during startup)", agent_name=self.name)
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
 
                 return self.system_prompt
 
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index f6aa840..292f3aa 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -40,8 +40,8 @@ nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_ur
 
 postgres_connection_string = get_postgres_connection_str()
 
-if not postgres_connection_string.startswith("postgres://"):
-    raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgres://' to be used with the DpapiManager")
+if not postgres_connection_string.startswith("postgresql://"):
+    raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgresql://' to be used with the DpapiManager")
 
 file_linking_engine = FileLinkingEngine(postgres_connection_string)
 asyncio_loop: asyncio.AbstractEventLoop = None

From e544d617af0e889187f2c877a7d3ae7d305b9468 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Sat, 18 Oct 2025 18:32:22 -0700
Subject: [PATCH 215/279] Added DPAPI documentation

- Added DPAPI documentation
---
 docs/dpapi.md                                 | 116 ++++++++++++++++++
 docs/images/dpapi_domain_backupkey.png        | Bin 0 -> 228792 bytes
 .../dpapi_domain_backupkey_submission.png     | Bin 0 -> 341723 bytes
 docs/images/dpapi_masterkeys.png              | Bin 0 -> 256458 bytes
 docs/images/dpapi_submit_credential_types.png | Bin 0 -> 391817 bytes
 5 files changed, 116 insertions(+)
 create mode 100644 docs/dpapi.md
 create mode 100644 docs/images/dpapi_domain_backupkey.png
 create mode 100644 docs/images/dpapi_domain_backupkey_submission.png
 create mode 100644 docs/images/dpapi_masterkeys.png
 create mode 100644 docs/images/dpapi_submit_credential_types.png

diff --git a/docs/dpapi.md b/docs/dpapi.md
new file mode 100644
index 0000000..4a64879
--- /dev/null
+++ b/docs/dpapi.md
@@ -0,0 +1,116 @@
+# Nemesis DPAPI Analysis
+
+Nemesis includes comprehensive support for analyzing Microsoft's Data Protection API (DPAPI) artifacts, which are used to encrypt sensitive data on Windows systems.
+
+The system provides functionality to view extracted DPAPI master keys, domain backup keys, and submit credential material to decrypt protected data.
+
+Additionally, "retroactive" decryption will occur when plaintext DPAPI masterkeys are submitted (or scraped from LSASS dumps), or DPAPI masterkeys are successfully decrypted (via domain backup keys, NTLM hashes, passwords, etc.). Specifically, new plaintext masterkeys are used to decrypt Google Chromekey1's and Chromium Local State files.
+
+## Overview
+
+Nemesis currently analyzes and manages the following DPAPI data sources:
+
+| Data Type                      | Purpose                                                                            |
+| ------------------------------ | ---------------------------------------------------------------------------------- |
+| Master Keys                    | User-specific DPAPI master keys used to encrypt/decrypt user data                  |
+| Domain Backup Keys             | Domain controller backup keys for enterprise DPAPI key recovery                    |
+| Credential Material Submission | Interface to submit various credential types to decrypt existing DPAPI master keys |
+
+## DPAPI Web Tab
+
+### DPAPI Data Viewer
+
+The Nemesis frontend provides a dedicated DPAPI interface accessible through the main navigation. This interface organizes all DPAPI-related functionality into three main categories:
+
+### Master Keys Tab
+
+The Master Keys tab displays extracted DPAPI master keys with searchable and filterable tables. Each entry includes:
+
+- **Object ID**: The object_id from the originating file
+- **Source**: The "source" label for the originating file (host, url, etc.)
+- **Username**: Host-based username, extracted from file path context (i.e., `C:\Users\USER\*`)
+- **Key GUID**: Unique identifier for the master key
+- **Key Status**: Decryption status of the master key
+- **Created Date**: When the master key was created
+- **Master Key Data**: The actual key material (if decrypted)
+
+![DPAPI masterkeys](images/dpapi_masterkeys.png)
+
+### Domain Backup Keys Tab
+
+The Domain Backup Keys tab shows extracted domain backup keys used for enterprise DPAPI recovery:
+
+- **Object ID**: The object_id from the originating file
+- **Source**: The "source" label for the originating file (host, url, etc.)
+- **Domain**: Domain name associated with the backup key
+- **Key GUID**: Unique identifier for the backup key
+- **Key Status**: Whether the backup key has been successfully extracted
+- **Domain Controller**: Source domain controller (if available)
+- **Backup Key Data**: The actual backup key material
+
+![DPAPI domain backup key](images/dpapi_domain_backupkey.png)
+
+### Submit Credential Material Tab
+
+The Submit Credential Material tab provides an interface for submitting various types of credential material to decrypt existing DPAPI master keys stored in the system. This tab includes:
+
+#### Credential Types Supported
+
+The interface supports multiple credential types for DPAPI decryption:
+
+- **Password**: Plain text passwords for user accounts
+- **NTLM Hash**: NT hash values (16 bytes) for password-equivalent authentication
+- **SHA1**: SHA1 credential keys (20 bytes) derived from NTLM hashes
+- **Secure Credential Key (PBKDF2)**: 16-byte keys derived using PBKDF2
+- **Domain Backup Key**: Domain controller DPAPI backup keys in base64 PVK format
+- **Master Keys {GUID}:SHA1 Pairs**: Plaintext DPAPI master keys as {GUID}:SHA1 pairs
+- **DPAPI_SYSTEM Secret**: System-wide DPAPI credentials for machine encryption
+
+![DPAPI credential submission types](images/dpapi_submit_credential_types.png)
+
+#### Form Fields
+
+Based on the selected credential type, the form dynamically displays relevant fields:
+
+- **User SID**: Required for user-specific credential types (password, NTLM hash, SHA1, PBKDF2)
+- **Backup Key GUID**: Required for domain backup keys
+- **Domain Controller**: Optional field for domain backup key submissions
+- **Credential Value**: Main input field for the credential material
+- **Master Key Data**: Structured input for {GUID}:SHA1 pairs (multi-line format)
+
+Additionally, each credential type includes detailed descriptions explaining:
+
+- What the credential type is used for
+- How to obtain or generate the credential material
+- Common sources where these credentials can be collected
+- Technical details about the key format and length requirements
+
+![DPAPI domain backup key submission](images/dpapi_domain_backupkey_submission.png)
+
+## Data Export and Analysis
+
+### CSV Export Functionality
+
+DPAPI data tables support CSV export for external analysis:
+
+1. Use the table interface to filter and search desired records
+2. Click the "Download CSV" button in the top-right of each tab
+3. All currently visible/filtered records will be exported
+
+### Copy Operations
+
+Individual records or entire result sets can be copied to clipboard:
+
+- **Single Row**: Double-click any table row to copy all fields
+- **Multiple Rows**: Select rows and use Ctrl+C (or Cmd+C on Mac)
+- **Filtered Results**: Copy button will copy all currently visible records
+
+## Integration with Other Nemesis Components
+
+### Automatic Processing
+
+DPAPI artifacts are automatically processed when:
+
+- Windows registry hives are uploaded (SYSTEM, SECURITY, SAM)
+- LSASS dumps are analized
+- User/system profile directories containing DPAPI folders/masterkeys are processed
diff --git a/docs/images/dpapi_domain_backupkey.png b/docs/images/dpapi_domain_backupkey.png
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diff --git a/docs/images/dpapi_masterkeys.png b/docs/images/dpapi_masterkeys.png
new file mode 100644
index 0000000000000000000000000000000000000000..cbd8d76c3d8e57c065e634237df145b0b540fdd9
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vvb?;8%CDwAWAqy44_)IDfJ6;LkzaU3rA`Z#yQ0Gzz`qLyCcl-Pxf1nXbqMnk

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HcmV?d00001


From c2dac2e8a7fd7d088c4e0fc47947bbc81bcef9de Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 18 Oct 2025 21:36:27 -0700
Subject: [PATCH 216/279] Change DB access and update alerting

- Switch from using POSTGRES_CONNECTION_STRING to
  POSTGRES_USER/POSTGRES_PASSWORD/POSTGRES_DATABASE/etc.
- When no apprise URL is configured, use the test echo'ing endpoint
---
 compose.yaml                             | 47 ++++++++++++++++++------
 docs/dapr.md                             |  4 +-
 env.example                              | 11 +++++-
 infra/dapr/components/workflowstate.yaml | 22 ++++++++++-
 libs/common/common/db.py                 | 37 +++++++++++++++----
 projects/alerting/alerting/main.py       |  9 +++--
 projects/web_api/web_api/main.py         |  3 +-
 7 files changed, 104 insertions(+), 29 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index c7cbe4c..72bc84e 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -84,7 +84,12 @@ services:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
-      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_USER=${POSTGRES_USER:?}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:?}
+      - POSTGRES_HOST=${POSTGRES_HOST:-postgres}
+      - POSTGRES_PORT=${POSTGRES_PORT:-5432}
+      - POSTGRES_DB=${POSTGRES_DB:-enrichment}
+      - POSTGRES_PARAMETERS=${POSTGRES_PARAMETERS:-sslmode=disable}
       - RABBITMQ_PASSWORD=${RABBITMQ_PASSWORD:?}
       - RABBITMQ_USER=${RABBITMQ_USER:?}
     depends_on:
@@ -277,7 +282,12 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_USER=${POSTGRES_USER:?}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:?}
+      - POSTGRES_HOST=${POSTGRES_HOST:-postgres}
+      - POSTGRES_PORT=${POSTGRES_PORT:-5432}
+      - POSTGRES_DB=${POSTGRES_DB:-enrichment}
+      - POSTGRES_PARAMETERS=${POSTGRES_PARAMETERS:-sslmode=disable}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
@@ -413,7 +423,7 @@ services:
       # Phoenix LLM tracing configuration
       - PHOENIX_ENABLED=${PHOENIX_ENABLED:-false}
       - PHOENIX_ENDPOINT=${PHOENIX_ENDPOINT:-http://phoenix:6006/v1/traces}
-      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/phoenix
+      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/phoenix
       - NEMESIS_MONITORING=${NEMESIS_MONITORING:-disabled}
       - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://otel-collector:4317
       - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE=true
@@ -456,7 +466,12 @@ services:
       - ./infra/dapr/components/workflowstate.yaml:/dapr/components/workflowstate.yaml:ro
       - ./infra/dapr/configuration/config_monitoring_${NEMESIS_MONITORING:-disabled}.yaml:/dapr/configuration/config.yaml:ro
     environment:
-      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_USER=${POSTGRES_USER:?}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:?}
+      - POSTGRES_HOST=${POSTGRES_HOST:-postgres}
+      - POSTGRES_PORT=${POSTGRES_PORT:-5432}
+      - POSTGRES_DB=${POSTGRES_DB:-enrichment}
+      - POSTGRES_PARAMETERS=${POSTGRES_PARAMETERS:-sslmode=disable}
       - HASURA_ADMIN_SECRET=${HASURA_ADMIN_SECRET:-pass456}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
@@ -514,7 +529,12 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_USER=${POSTGRES_USER:?}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:?}
+      - POSTGRES_HOST=${POSTGRES_HOST:-postgres}
+      - POSTGRES_PORT=${POSTGRES_PORT:-5432}
+      - POSTGRES_DB=${POSTGRES_DB:-enrichment}
+      - POSTGRES_PARAMETERS=${POSTGRES_PARAMETERS:-sslmode=disable}
     depends_on:
       housekeeping: { condition: service_started }
       placement: { condition: service_started }
@@ -584,7 +604,12 @@ services:
     environment:
       - MINIO_ROOT_PASSWORD=${MINIO_ROOT_PASSWORD:?}
       - MINIO_ROOT_USER=${MINIO_ROOT_USER:?}
-      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment?sslmode=disable
+      - POSTGRES_USER=${POSTGRES_USER:?}
+      - POSTGRES_PASSWORD=${POSTGRES_PASSWORD:?}
+      - POSTGRES_HOST=${POSTGRES_HOST:-postgres}
+      - POSTGRES_PORT=${POSTGRES_PORT:-5432}
+      - POSTGRES_DB=${POSTGRES_DB:-enrichment}
+      - POSTGRES_PARAMETERS=${POSTGRES_PARAMETERS:-sslmode=disable}
       - RABBITMQ_CONNECTION_STRING=amqp://${RABBITMQ_USER}:${RABBITMQ_PASSWORD}@rabbitmq:5672
     depends_on:
       document-conversion: { condition: service_started }
@@ -726,7 +751,7 @@ services:
     profiles: ["monitoring"]
     image: prometheuscommunity/postgres-exporter:latest
     environment:
-      DATA_SOURCE_NAME: "postgresql://${POSTGRES_USER:?}:${POSTGRES_PASSWORD:?}@postgres:5432/enrichment?sslmode=disable"
+      DATA_SOURCE_NAME: "postgresql://${POSTGRES_USER:?}:${POSTGRES_PASSWORD:?}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/${POSTGRES_DB:-enrichment}?${POSTGRES_PARAMETERS:-sslmode=disable}"
     volumes:
       - ./infra/postgres-exporter/postgres_exporter.yml:/postgres_exporter.yml:ro
     depends_on:
@@ -739,13 +764,13 @@ services:
     environment:
       HASURA_GRAPHQL_ADMIN_SECRET: "${HASURA_ADMIN_SECRET:-pass456}"
       HASURA_GRAPHQL_BASE_PATH: "/hasura"
-      HASURA_GRAPHQL_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
+      HASURA_GRAPHQL_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/${POSTGRES_DB:-enrichment}
       HASURA_GRAPHQL_ENABLE_CONSOLE: "true"
       HASURA_GRAPHQL_ENABLE_METADATA_SYNC: "true"
       HASURA_GRAPHQL_ENABLE_TELEMETRY: "false"
       HASURA_GRAPHQL_ENABLED_LOG_TYPES: startup, http-log, webhook-log, websocket-log, query-log
       HASURA_GRAPHQL_LOG_LEVEL: "warn"
-      HASURA_GRAPHQL_METADATA_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/enrichment
+      HASURA_GRAPHQL_METADATA_DATABASE_URL: postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/${POSTGRES_DB:-enrichment}
       HASURA_GRAPHQL_METADATA_DIR: /hasura-metadata
       HASURA_GRAPHQL_UNAUTHORIZED_ROLE: anonymous
     volumes:
@@ -845,7 +870,7 @@ services:
     environment:
       - PHOENIX_WORKING_DIR=/data
       - PHOENIX_HOST_ROOT_PATH=/phoenix
-      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/phoenix
+      - PHOENIX_SQL_DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/phoenix
       - PHOENIX_DEFAULT_RETENTION_POLICY_DAYS=100
     volumes:
       - phoenix_data:/data
@@ -995,7 +1020,7 @@ services:
     profiles: ["llm"]
     image: ghcr.io/berriai/litellm:v1.74.0-stable
     environment:
-      - DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@postgres:5432/litellm
+      - DATABASE_URL=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/litellm
       - STORE_MODEL_IN_DB=True
       - AWS_ACCESS_KEY_ID=${AWS_ACCESS_KEY_ID:-}
       - AWS_SECRET_ACCESS_KEY=${AWS_SECRET_ACCESS_KEY:-}
diff --git a/docs/dapr.md b/docs/dapr.md
index b40a40f..c15105e 100644
--- a/docs/dapr.md
+++ b/docs/dapr.md
@@ -20,13 +20,13 @@ The [document_conversion](https://github.com/SpecterOps/Nemesis/tree/main/projec
 
 ## Secrets
 
-Nemesis uses the [Dapr Secrets management](https://docs.dapr.io/developing-applications/building-blocks/secrets/secrets-overview/) building block to protect secrets internally (like Postgres connection strings). Currently the [Local environment variables](https://docs.dapr.io/reference/components-reference/supported-secret-stores/envvar-secret-store/) component is used. These secrets are also refereced within some Dapr files such as [pubsub.yaml](https://github.com/SpecterOps/Nemesis/tree/main/infra/dapr/components/pubsub.yaml).
+Nemesis uses the [Dapr Secrets management](https://docs.dapr.io/developing-applications/building-blocks/secrets/secrets-overview/) building block to protect secrets internally (like PostgreSQL connection parameters). Currently the [Local environment variables](https://docs.dapr.io/reference/components-reference/supported-secret-stores/envvar-secret-store/) component is used. These secrets are also referenced within some Dapr files such as [pubsub.yaml](https://github.com/SpecterOps/Nemesis/tree/main/infra/dapr/components/pubsub.yaml).
 
 This reason for using this abstraction is so alternative secret management systems like [Vault or Kubernetes secrets](https://docs.dapr.io/reference/components-reference/supported-secret-stores/) can be used in the future:
 
 ![Dapr Secrets](images/dapr-secrets-overview-cloud-stores.png)
 
-An example of retrieving a secret is at the top of the the [housekeeping code](https://github.com/SpecterOps/Nemesis/blob/main/projects/housekeeping/housekeeping/main.py) to retrieve the `POSTGRES_CONNECTION_STRING` string.
+An example of retrieving secrets is in [libs/common/common/db.py](https://github.com/SpecterOps/Nemesis/blob/main/libs/common/common/db.py) which retrieves individual PostgreSQL connection parameters (`POSTGRES_USER`, `POSTGRES_PASSWORD`, `POSTGRES_HOST`, `POSTGRES_PORT`, `POSTGRES_DB`, `POSTGRES_PARAMETERS`) and constructs the connection string.
 
 ## Service Invocation
 
diff --git a/env.example b/env.example
index 11a8cee..e9598d1 100644
--- a/env.example
+++ b/env.example
@@ -1,10 +1,17 @@
 MINIO_ROOT_PASSWORD=Qwerty12345
 MINIO_ROOT_USER=nemesis
-POSTGRES_PASSWORD=Qwerty12345
-POSTGRES_USER=nemesis
+
 RABBITMQ_PASSWORD=Qwerty12345
 RABBITMQ_USER=nemesis
 
+POSTGRES_PASSWORD=Qwerty12345
+POSTGRES_USER=nemesis
+POSTGRES_HOST=postgres
+POSTGRES_PORT=5432
+POSTGRES_DB=enrichment
+POSTGRES_PARAMETERS=sslmode=disable
+
+
 
 # You can change the password used by HASURA. If not defined a default password will be used (pass456)
 # Example:
diff --git a/infra/dapr/components/workflowstate.yaml b/infra/dapr/components/workflowstate.yaml
index 8698389..24273d2 100644
--- a/infra/dapr/components/workflowstate.yaml
+++ b/infra/dapr/components/workflowstate.yaml
@@ -7,9 +7,27 @@ spec:
   version: v1
   metadata:
   - name: connectionString
+    value: "postgresql://username:password@hostname:5432/databasename?sslmode=disable"
+  - name: host
     secretKeyRef:
-      name: POSTGRES_CONNECTION_STRING
-      key: POSTGRES_CONNECTION_STRING
+      name: POSTGRES_HOST
+      key: POSTGRES_HOST
+  - name: port
+    secretKeyRef:
+      name: POSTGRES_PORT
+      key: POSTGRES_PORT
+  - name: database
+    secretKeyRef:
+      name: POSTGRES_DB
+      key: POSTGRES_DB
+  - name: user
+    secretKeyRef:
+      name: POSTGRES_USER
+      key: POSTGRES_USER
+  - name: password
+    secretKeyRef:
+      name: POSTGRES_PASSWORD
+      key: POSTGRES_PASSWORD  
   - name: actorStateStore
     value: "true"
   - name: table
diff --git a/libs/common/common/db.py b/libs/common/common/db.py
index 1255537..df9a310 100644
--- a/libs/common/common/db.py
+++ b/libs/common/common/db.py
@@ -1,24 +1,47 @@
 from functools import lru_cache
+from urllib.parse import quote_plus
 
 from dapr.clients import DaprClient
 
-_POSTGRES_SECRET_NAME = "POSTGRES_CONNECTION_STRING"
 _DAPR_SECRET_STORE_NAME = "nemesis-secret-store"
 
 
 @lru_cache(maxsize=1)
 def get_postgres_connection_str(dapr_client: DaprClient | None = None) -> str:
-    """Get PostgreSQL connection string from Dapr."""
+    """Get PostgreSQL connection string from Dapr secrets by building it from individual parameters."""
+
+    def fetch_secrets(client: DaprClient) -> dict:
+        """Fetch all required PostgreSQL secrets."""
+        secrets = {}
+        secret_keys = ["POSTGRES_USER", "POSTGRES_PASSWORD", "POSTGRES_HOST", "POSTGRES_PORT", "POSTGRES_DB", "POSTGRES_PARAMETERS"]
+
+        for key in secret_keys:
+            try:
+                secret = client.get_secret(store_name=_DAPR_SECRET_STORE_NAME, key=key)
+                secrets[key] = secret.secret[key]
+            except Exception as e:
+                raise ValueError(f"Failed to fetch {key} from Dapr secret store: {e}") from e
+
+        return secrets
 
     if dapr_client:
-        secret = dapr_client.get_secret(store_name=_DAPR_SECRET_STORE_NAME, key=_POSTGRES_SECRET_NAME)
-        output = secret.secret[_POSTGRES_SECRET_NAME]
+        secrets = fetch_secrets(dapr_client)
     else:
         with DaprClient() as client:
-            secret = client.get_secret(store_name=_DAPR_SECRET_STORE_NAME, key=_POSTGRES_SECRET_NAME)
-            output = secret.secret[_POSTGRES_SECRET_NAME]
+            secrets = fetch_secrets(client)
+
+    # Build the connection string from individual parameters
+    # URL-encode user and password to handle special characters like @, :, /, etc.
+    user = quote_plus(secrets["POSTGRES_USER"])
+    password = quote_plus(secrets["POSTGRES_PASSWORD"])
+    host = secrets["POSTGRES_HOST"]
+    port = secrets["POSTGRES_PORT"]
+    db = secrets["POSTGRES_DB"]
+    parameters = secrets["POSTGRES_PARAMETERS"]
+
+    output = f"postgresql://{user}:{password}@{host}:{port}/{db}?{parameters}"
 
     if not output.startswith("postgresql://"):
-        raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgresql://' to be used with the DpapiManager")
+        raise ValueError("Constructed POSTGRES connection string must start with 'postgresql://'")
 
     return output
diff --git a/projects/alerting/alerting/main.py b/projects/alerting/alerting/main.py
index 293df4d..68dbf8a 100644
--- a/projects/alerting/alerting/main.py
+++ b/projects/alerting/alerting/main.py
@@ -61,7 +61,9 @@ async def lifespan(app: FastAPI):
                 logger.info(f"[alerting] adding Apprise URL: {url} (tag: {tag})")
                 apobj.add(f"{url}?footer=no", tag=tag)
         else:
-            logger.warning("No Apprise services were added during initialization")
+            # Use test endpoint as default when APPRISE_URLS is not configured
+            logger.info("No APPRISE_URLS configured, using test endpoint as default")
+            apobj.add("json://localhost:8000/test/alert?footer=no", tag="default")
 
         is_initialized = True
 
@@ -120,12 +122,13 @@ async def handle_feedback_subscription():
     while True:
         try:
             transport = WebsocketsTransport(
-                url="ws://hasura:8080/v1/graphql", headers={"x-hasura-admin-secret": hasura_admin_secret}
+                url="ws://hasura:8080/v1/graphql",
+                headers={"x-hasura-admin-secret": hasura_admin_secret}
             )
 
             async with Client(
                 transport=transport,
-                fetch_schema_from_transport=True,
+                fetch_schema_from_transport=False,  # Disable schema fetching to avoid large payload
             ) as session:
                 async for result in session.subscribe(SUBSCRIPTION):
                     if result is None:
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 771d189..1395815 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -263,7 +263,6 @@ async def upload_file(
         logger.info(
             "Received file upload request",
             filename=file.filename,
-            has_metadata=metadata is not None,
             metadata=file_metadata.model_dump(),
         )
 
@@ -285,7 +284,7 @@ async def upload_file(
         file_model = FileModel.from_file_metadata(file_metadata, str(object_id))
         submission_id = await submit_file(file_model)
 
-        logger.info("Metadata submitted", submission_id=submission_id)
+        logger.info("Metadata submitted", submission_id=str(submission_id))
         return FileWithMetadataResponse(object_id=object_id, submission_id=submission_id)
 
     except Exception as e:

From d4f06b0e90b1e41824f95b881dd1aef92b07986c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 18 Oct 2025 22:22:26 -0700
Subject: [PATCH 217/279] fix prometheus, construct postgres URL in grafana

---
 compose.yaml                                  |  1 +
 env.example                                   | 24 +++++++++----------
 .../provisioning/datasources/postgres.yaml    |  7 +-----
 infra/prometheus/prometheus.yml               |  8 +------
 4 files changed, 15 insertions(+), 25 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 72bc84e..876e8a5 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -936,6 +936,7 @@ services:
       - GF_SERVER_DOMAIN=${EXTERNAL_HOST:-https://localhost}
       - GF_SERVER_ROOT_URL=${EXTERNAL_HOST:-https://localhost}/grafana
       - GF_SERVER_SERVE_FROM_SUB_PATH=true
+      - POSTGRES_CONNECTION_STRING=postgresql://${POSTGRES_USER}:${POSTGRES_PASSWORD}@${POSTGRES_HOST:-postgres}:${POSTGRES_PORT:-5432}/${POSTGRES_DB:-enrichment}?${POSTGRES_PARAMETERS:-sslmode=disable}
     volumes:
       - ./infra/grafana/provisioning:/etc/grafana/provisioning:ro
       - grafana_data:/var/lib/grafana
diff --git a/env.example b/env.example
index e9598d1..c830a9f 100644
--- a/env.example
+++ b/env.example
@@ -1,27 +1,27 @@
-MINIO_ROOT_PASSWORD=Qwerty12345
-MINIO_ROOT_USER=nemesis
+MINIO_ROOT_PASSWORD="Qwerty12345"
+MINIO_ROOT_USER="nemesis"
 
-RABBITMQ_PASSWORD=Qwerty12345
-RABBITMQ_USER=nemesis
+RABBITMQ_PASSWORD="Qwerty12345"
+RABBITMQ_USER="nemesis"
 
-POSTGRES_PASSWORD=Qwerty12345
-POSTGRES_USER=nemesis
-POSTGRES_HOST=postgres
+POSTGRES_PASSWORD="   testing!@#   ' do~z' "
+POSTGRES_USER="nemesis"
+POSTGRES_HOST="postgres"
 POSTGRES_PORT=5432
-POSTGRES_DB=enrichment
-POSTGRES_PARAMETERS=sslmode=disable
+POSTGRES_DB="enrichment"
+POSTGRES_PARAMETERS="sslmode=disable"
 
 
 
 # You can change the password used by HASURA. If not defined a default password will be used (pass456)
 # Example:
-#   HASURA_ADMIN_SECRET=Qwerty12345
+#   HASURA_ADMIN_SECRET="Qwerty12345"
 
 
 # NEMESIS_URL is used when building hyperlinks for findings and Apprise alerts.
 # If you change the port Nemesis listens on using NEMESIS_PORT (below), ensure this URL's port matches.
 # If using a host/domain name, a FQDN (with a top level domain) is recommended.
-NEMESIS_URL=https://localhost:7443/
+NEMESIS_URL="https://localhost:7443/"
 
 
 ####################
@@ -57,7 +57,7 @@ NEMESIS_URL=https://localhost:7443/
 # (Optional) Set Jupyter credentials using JUPYTER_PASSWORD.
 # If not defined, a random password will be generated and printed in the jupyter container's logs.
 # Example:
-#   JUPYTER_PASSWORD=Qwerty12345
+#   JUPYTER_PASSWORD="Qwerty12345"
 
 
 # (Optional) Enable Phoenix LLM tracing for Pydantic AI agents.
diff --git a/infra/grafana/provisioning/datasources/postgres.yaml b/infra/grafana/provisioning/datasources/postgres.yaml
index 10bde90..f7d328c 100644
--- a/infra/grafana/provisioning/datasources/postgres.yaml
+++ b/infra/grafana/provisioning/datasources/postgres.yaml
@@ -7,13 +7,8 @@ deleteDatasources:
 datasources:
   - name: Postgres
     type: postgres
-    url: postgres:5432
-    user: ${POSTGRES_USER}
-    secureJsonData:
-      password: ${POSTGRES_PASSWORD}
+    url: ${POSTGRES_CONNECTION_STRING}
     jsonData:
-      database: enrichment
-      sslmode: disable
       maxOpenConns: 100
       maxIdleConns: 100
       maxIdleConnsAuto: true
diff --git a/infra/prometheus/prometheus.yml b/infra/prometheus/prometheus.yml
index 78fadb6..6f1c0f6 100644
--- a/infra/prometheus/prometheus.yml
+++ b/infra/prometheus/prometheus.yml
@@ -26,12 +26,6 @@ scrape_configs:
     static_configs:
       - targets: ['minio:9000']
 
-  - job_name: 'minio-cluster-usage-buckets'
-    metrics_path: /minio/metrics/v3/cluster/health
-    scheme: http
-    static_configs:
-      - targets: ['minio:9000']
-
   - job_name: 'minio-cluster-usage-buckets'
     metrics_path: /minio/metrics/v3/cluster/usage/buckets
     scheme: http
@@ -50,7 +44,7 @@ scrape_configs:
     static_configs:
       - targets: ['minio:9000']
 
-  - job_name: 'node-exporter'
+  - job_name: 'loki'
     metrics_path: '/metrics'
     static_configs:
       - targets: ['loki:3100']

From 48915c5e823576e88f5d727c098583456bd9c702 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 18 Oct 2025 22:59:13 -0700
Subject: [PATCH 218/279] continue standardizing SQL secrets

---
 projects/agents/agents/tasks/credential_analyzer.py | 7 +------
 projects/agents/agents/tasks/dotnet_analyzer.py     | 7 +------
 projects/agents/agents/tasks/summarizer.py          | 7 +------
 projects/agents/agents/tasks/translate.py           | 7 +------
 4 files changed, 4 insertions(+), 24 deletions(-)

diff --git a/projects/agents/agents/tasks/credential_analyzer.py b/projects/agents/agents/tasks/credential_analyzer.py
index edbc457..a95902d 100644
--- a/projects/agents/agents/tasks/credential_analyzer.py
+++ b/projects/agents/agents/tasks/credential_analyzer.py
@@ -55,12 +55,7 @@ Analyze the following document and extract any credentials or passwords you find
 
 Return your findings as a structured list. If no credentials are found, return an empty list."""
         self.storage = StorageMinio()
-
-        from dapr.clients import DaprClient
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+        self.postgres_connection_url = get_postgres_connection_str()
 
     def _get_text_content(self, object_id: str) -> str:
         """Get text content from file or extracted_text transform."""
diff --git a/projects/agents/agents/tasks/dotnet_analyzer.py b/projects/agents/agents/tasks/dotnet_analyzer.py
index a23bcb9..415c8c6 100644
--- a/projects/agents/agents/tasks/dotnet_analyzer.py
+++ b/projects/agents/agents/tasks/dotnet_analyzer.py
@@ -338,12 +338,7 @@ Use the available tools systematically to analyze the assembly:
 Provide analysis in markdown format with actionable security findings."""
         self.storage = StorageMinio()
         self.dotnet_analyzer = None  # Will be set during execution
-
-        from dapr.clients import DaprClient
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+        self.postgres_connection_url = get_postgres_connection_str()
 
     def decompile_module(self, ctx: RunContext) -> str:
         """Decompile the entire module and return the decompiled code as a string."""
diff --git a/projects/agents/agents/tasks/summarizer.py b/projects/agents/agents/tasks/summarizer.py
index fa0e89a..bd652f9 100644
--- a/projects/agents/agents/tasks/summarizer.py
+++ b/projects/agents/agents/tasks/summarizer.py
@@ -32,12 +32,7 @@ class TextSummarizer(BaseAgent):
         self.llm_temperature = 0.3
         self.system_prompt = """You are a document summarization assistant. Create a concise but thorough summary of the provided text. Focus on key points and main ideas. Include section headers to organize the summary. Use markdown formatting."""
         self.storage = StorageMinio()
-
-        from dapr.clients import DaprClient
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+        self.postgres_connection_url = get_postgres_connection_str()
 
     def _get_text_content(self, object_id: str) -> str:
         """Get text content from file or extracted_text transform."""
diff --git a/projects/agents/agents/tasks/translate.py b/projects/agents/agents/tasks/translate.py
index 5c7f6d9..af854e1 100644
--- a/projects/agents/agents/tasks/translate.py
+++ b/projects/agents/agents/tasks/translate.py
@@ -32,12 +32,7 @@ class TextTranslator(BaseAgent):
         self.llm_temperature = 0.3
         self.system_prompt = """You are a document translation assistant. Translate the provided text to the specified target language. Preserve the original formatting, structure, and meaning as much as possible. If the document contains multiple languages, translate all text to the target language. Use markdown formatting where appropriate."""
         self.storage = StorageMinio()
-
-        from dapr.clients import DaprClient
-
-        with DaprClient() as client:
-            secret = client.get_secret(store_name="nemesis-secret-store", key="POSTGRES_CONNECTION_URL")
-            self.postgres_connection_url = secret.secret["POSTGRES_CONNECTION_URL"]
+        self.postgres_connection_url = get_postgres_connection_str()
 
     def _get_text_content(self, object_id: str) -> str:
         """Get text content from file or extracted_text transform."""

From c29d245968fc4697a774de6a2764061df4a64c81 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 20 Oct 2025 11:49:29 -0700
Subject: [PATCH 219/279] Retro decryption working for statekeys

- Retro decryption working for statekeys (including factoring in chromekeys)
---
 infra/postgres/01-schema.sql                  |   9 +-
 libs/chromium/chromium/__init__.py            |   4 +
 libs/chromium/chromium/chromekey.py           |  92 +++-
 libs/chromium/chromium/local_state.py         | 334 +++++++++++---
 libs/chromium/chromium/retry.py               | 412 ++++++++++++++++++
 .../cng_file/analyzer.py                      |  78 ++--
 .../cng_file/cng_parser.py                    |  34 ++
 .../dpapi_blob/analyzer.py                    |   3 +-
 .../file_enrichment/routes/dpapi.py           |  20 +-
 9 files changed, 845 insertions(+), 141 deletions(-)
 create mode 100644 libs/chromium/chromium/retry.py

diff --git a/infra/postgres/01-schema.sql b/infra/postgres/01-schema.sql
index 8656939..f42478e 100644
--- a/infra/postgres/01-schema.sql
+++ b/infra/postgres/01-schema.sql
@@ -668,8 +668,9 @@ CREATE TABLE chromium.state_keys (
 
     app_bound_key_enc BYTEA,                            -- os_crypt.app_bound_encrypted_key in Chromium `Local State` file (post v127)
     app_bound_key_system_masterkey_guid UUID,           -- associated _system_ masterkey GUID for key_bytes_enc
-    app_bound_key_user_masterkey_guid UUID,             -- associated _user_ masterkey GUID for key_bytes_enc
-    app_bound_key_dec_inter BYTEA,                      -- intermediate dec value after the SYSTEM key has been used
+    app_bound_key_system_dec BYTEA,                     -- intermediate dec value after the SYSTEM key has been used
+    app_bound_key_user_masterkey_guid UUID,             -- associated _user_ masterkey GUID for app_bound_key_system_dec
+    app_bound_key_user_dec BYTEA,                       -- intermediate dec value after the USER key has been used (before chromekey for v3)
     app_bound_key_dec BYTEA,                            -- completely dec value
     app_bound_key_is_decrypted BOOLEAN,
 
@@ -697,8 +698,8 @@ CREATE TABLE chromium.chrome_keys (
 
 -- Create indexes for masterkey GUID lookups on state_keys
 CREATE INDEX IF NOT EXISTS idx_state_keys_key_masterkey_guid ON chromium.state_keys(key_masterkey_guid) WHERE key_is_decrypted = FALSE;
-CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_system_mk_guid ON chromium.state_keys(app_bound_key_system_masterkey_guid) WHERE length(app_bound_key_dec_inter) = 0;
-CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_user_mk_guid ON chromium.state_keys(app_bound_key_user_masterkey_guid) WHERE app_bound_key_is_decrypted = FALSE;
+CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_system_mk_guid ON chromium.state_keys(app_bound_key_system_masterkey_guid) WHERE length(app_bound_key_system_dec) = 0;
+CREATE INDEX IF NOT EXISTS idx_state_keys_app_bound_user_mk_guid ON chromium.state_keys(app_bound_key_user_masterkey_guid) WHERE length(app_bound_key_user_dec) = 0;
 
 -- "logins" table in "Login Data" file
 CREATE TABLE IF NOT EXISTS chromium.logins (
diff --git a/libs/chromium/chromium/__init__.py b/libs/chromium/chromium/__init__.py
index 926f627..7458445 100644
--- a/libs/chromium/chromium/__init__.py
+++ b/libs/chromium/chromium/__init__.py
@@ -6,9 +6,11 @@ from .helpers import convert_chromium_timestamp
 from .history import process_chromium_history
 from .local_state import (
     process_chromium_local_state,
+    retry_decrypt_state_keys_for_chromekey,
     retry_decrypt_state_keys_for_masterkey,
 )
 from .logins import process_chromium_logins
+from .retry import retry_decrypt_chromium_data
 
 __all__ = [
     "convert_chromium_timestamp",
@@ -17,5 +19,7 @@ __all__ = [
     "process_chromium_logins",
     "process_chromium_local_state",
     "retry_decrypt_chrome_keys_for_masterkey",
+    "retry_decrypt_chromium_data",
+    "retry_decrypt_state_keys_for_chromekey",
     "retry_decrypt_state_keys_for_masterkey",
 ]
diff --git a/libs/chromium/chromium/chromekey.py b/libs/chromium/chromium/chromekey.py
index 0cae74c..b33754f 100644
--- a/libs/chromium/chromium/chromekey.py
+++ b/libs/chromium/chromium/chromekey.py
@@ -4,13 +4,23 @@ from uuid import UUID
 
 import psycopg
 from common.logger import get_logger
+from file_enrichment_modules.cng_file.cng_parser import check_bcrypt_key_blob, extract_final_key_material
 from nemesis_dpapi import Blob, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
 
 from .helpers import get_postgres_connection_str
+from .local_state import retry_decrypt_state_keys_for_chromekey
 
 logger = get_logger(__name__)
 
 
+async def _retry_state_keys_for_chromekey_after_decrypt(source: str, chromekey: bytes):
+    """Helper to retry state key decryption after a chromekey is decrypted.
+
+    Import is done here to avoid circular dependency issues.
+    """
+    return await retry_decrypt_state_keys_for_chromekey(source, chromekey)
+
+
 async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManager, pg_conn) -> dict:
     """Attempt to decrypt a single chrome_key record using currently available masterkeys.
 
@@ -21,7 +31,8 @@ async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManag
 
     Returns:
         Dict with decryption results: {
-            "decrypted": bool
+            "decrypted": bool,
+            "state_keys_result": dict (optional, if decryption succeeded)
         }
     """
     result = {"decrypted": False}
@@ -55,27 +66,60 @@ async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManag
         try:
             dpapi_blob = Blob.from_bytes(key_bytes_enc)
             try:
-                key_bytes_dec = await dpapi_manager.decrypt_blob(dpapi_blob, entropy=cng_key_blob_entropy)
-                if key_bytes_dec:
-                    key_is_decrypted = True
-                    result["decrypted"] = True
-                    logger.info(
-                        "Successfully decrypted chrome_key",
-                        chrome_key_id=chrome_key_id,
-                        masterkey_guid=dpapi_blob.masterkey_guid,
-                    )
+                decrypted_blob = await dpapi_manager.decrypt_blob(dpapi_blob, entropy=cng_key_blob_entropy)
+                if decrypted_blob:
+                    # Check for BCRYPT_KEY_DATA_BLOB and log details
+                    if check_bcrypt_key_blob(decrypted_blob):
 
-                    # Update database
-                    with pg_conn.cursor() as cur:
-                        cur.execute(
-                            """
-                            UPDATE chromium.chrome_keys
-                            SET key_bytes_dec = %s, key_is_decrypted = %s,
-                                key_masterkey_guid = %s
-                            WHERE id = %s
-                            """,
-                            (key_bytes_dec, key_is_decrypted, dpapi_blob.masterkey_guid, chrome_key_id),
-                        )
+                        # Extract the final 32-byte key material
+                        key_bytes_dec = extract_final_key_material(decrypted_blob)
+
+                        if key_bytes_dec:
+                            key_is_decrypted = True
+                            result["decrypted"] = True
+                            logger.info(
+                                "Successfully decrypted and extracted chrome_key material",
+                                chrome_key_id=chrome_key_id,
+                                masterkey_guid=dpapi_blob.masterkey_guid,
+                            )
+
+                            # Update database
+                            with pg_conn.cursor() as cur:
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.chrome_keys
+                                    SET key_bytes_dec = %s, key_is_decrypted = %s,
+                                        key_masterkey_guid = %s
+                                    WHERE id = %s
+                                    """,
+                                    (key_bytes_dec, key_is_decrypted, dpapi_blob.masterkey_guid, chrome_key_id),
+                                )
+
+                            # Commit the chrome_key update before trying state_keys
+                            pg_conn.commit()
+
+                            # Now try to decrypt any state_keys waiting for this chromekey
+                            try:
+                                state_keys_result = await _retry_state_keys_for_chromekey_after_decrypt(source, key_bytes_dec)
+                                result["state_keys_result"] = state_keys_result
+                                logger.info(
+                                    "Completed retroactive state_key decryption for newly decrypted chromekey",
+                                    chrome_key_id=chrome_key_id,
+                                    source=source,
+                                    state_keys_result=state_keys_result,
+                                )
+                            except Exception as e:
+                                logger.warning(
+                                    "Error retrying state_keys after chromekey decryption",
+                                    chrome_key_id=chrome_key_id,
+                                    source=source,
+                                    error=str(e),
+                                )
+                        else:
+                            logger.warning(
+                                "Failed to extract final key material from decrypted chrome_key",
+                                chrome_key_id=chrome_key_id,
+                            )
 
             except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
                 # Masterkey still not available, skip silently
@@ -85,9 +129,9 @@ async def retry_decrypt_chrome_key(chrome_key_id: int, dpapi_manager: DpapiManag
 
         except Exception as e:
             logger.warning("Error processing chrome_key", chrome_key_id=chrome_key_id, error=str(e))
-
-    # Commit changes
-    pg_conn.commit()
+    else:
+        # Commit even if no decryption happened (for consistency)
+        pg_conn.commit()
 
     return result
 
diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index a26dd6d..8487f90 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -169,7 +169,8 @@ async def _insert_state_keys(
 
         key_bytes_dec = b""
         key_is_decrypted = False
-        app_bound_key_dec_inter = b""
+        app_bound_key_system_dec = b""
+        app_bound_key_user_dec = b""
         app_bound_key_dec = b""
         app_bound_key_is_decrypted = False
 
@@ -247,26 +248,28 @@ async def _insert_state_keys(
                 # Parse only the DPAPI portion (after APPB header)
                 if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
                     dpapi_portion = app_bound_key_enc[4:]
-                    app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(Blob.from_bytes(dpapi_portion))
+                    # Step 1 - decrypt with a SYSTEM masterkey
+                    app_bound_key_system_dec = await dpapi_manager.decrypt_blob(Blob.from_bytes(dpapi_portion))
                 else:
                     logger.warning("App-bound key missing APPB header, cannot decrypt")
-                    app_bound_key_dec_inter = b""
+                    app_bound_key_system_dec = b""
 
-                if app_bound_key_dec_inter:
-                    user_blob = Blob.from_bytes(app_bound_key_dec_inter)
+                if app_bound_key_system_dec:
+                    user_blob = Blob.from_bytes(app_bound_key_system_dec)
                     app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
-                    logger.debug(f"app_bound_key_user_masterkey_guid: {app_bound_key_user_masterkey_guid}")
 
                     try:
+                        # Step 2 - decrypt with a _user_ masterkey
                         abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                         if abe_blob_bytes:
-                            # Parse and derive the final ABE key
+                            # Store the intermediate value after USER key decryption
+                            app_bound_key_user_dec = abe_blob_bytes
+
+                            # Step 3 - parse and derive the final ABE key (using the Chromekey for v3)
                             abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
-                            logger.debug(f"abe_parsed: {abe_parsed}")
 
                             if abe_parsed:
                                 app_bound_key_dec = derive_abe_key(abe_parsed)
-                                logger.debug(f"app_bound_key_dec: {app_bound_key_dec}")
 
                                 if app_bound_key_dec:
                                     app_bound_key_is_decrypted = True
@@ -316,7 +319,8 @@ async def _insert_state_keys(
             "app_bound_key_enc": app_bound_key_enc,
             "app_bound_key_system_masterkey_guid": app_bound_key_system_masterkey_guid,
             "app_bound_key_user_masterkey_guid": app_bound_key_user_masterkey_guid,
-            "app_bound_key_dec_inter": app_bound_key_dec_inter,
+            "app_bound_key_system_dec": app_bound_key_system_dec,
+            "app_bound_key_user_dec": app_bound_key_user_dec,
             "app_bound_key_dec": app_bound_key_dec,
             "app_bound_key_is_decrypted": app_bound_key_is_decrypted,
         }
@@ -334,12 +338,14 @@ async def _insert_state_keys(
                 (originating_object_id, agent_id, source, project, username, browser,
                  key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted,
                  app_bound_key_enc, app_bound_key_system_masterkey_guid,
-                 app_bound_key_user_masterkey_guid, app_bound_key_dec_inter, app_bound_key_dec, app_bound_key_is_decrypted)
+                 app_bound_key_user_masterkey_guid, app_bound_key_system_dec, app_bound_key_user_dec,
+                 app_bound_key_dec, app_bound_key_is_decrypted)
                 VALUES (%(originating_object_id)s, %(agent_id)s, %(source)s, %(project)s,
                         %(username)s, %(browser)s, %(key_masterkey_guid)s, %(key_bytes_enc)s,
                         %(key_bytes_dec)s, %(key_is_decrypted)s, %(app_bound_key_enc)s,
                         %(app_bound_key_system_masterkey_guid)s, %(app_bound_key_user_masterkey_guid)s,
-                        %(app_bound_key_dec_inter)s, %(app_bound_key_dec)s, %(app_bound_key_is_decrypted)s)
+                        %(app_bound_key_system_dec)s, %(app_bound_key_user_dec)s,
+                        %(app_bound_key_dec)s, %(app_bound_key_is_decrypted)s)
                 ON CONFLICT (source, username, browser)
                 DO UPDATE SET
                     key_masterkey_guid = EXCLUDED.key_masterkey_guid,
@@ -349,7 +355,8 @@ async def _insert_state_keys(
                     app_bound_key_enc = EXCLUDED.app_bound_key_enc,
                     app_bound_key_system_masterkey_guid = EXCLUDED.app_bound_key_system_masterkey_guid,
                     app_bound_key_user_masterkey_guid = EXCLUDED.app_bound_key_user_masterkey_guid,
-                    app_bound_key_dec_inter = EXCLUDED.app_bound_key_dec_inter,
+                    app_bound_key_system_dec = EXCLUDED.app_bound_key_system_dec,
+                    app_bound_key_user_dec = EXCLUDED.app_bound_key_user_dec,
                     app_bound_key_dec = EXCLUDED.app_bound_key_dec,
                     app_bound_key_is_decrypted = EXCLUDED.app_bound_key_is_decrypted
             """
@@ -442,8 +449,8 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
             SELECT id, source, username, browser,
                    key_masterkey_guid, key_bytes_enc, key_bytes_dec, key_is_decrypted,
                    app_bound_key_enc, app_bound_key_system_masterkey_guid,
-                   app_bound_key_user_masterkey_guid, app_bound_key_dec_inter,
-                   app_bound_key_dec, app_bound_key_is_decrypted
+                   app_bound_key_user_masterkey_guid, app_bound_key_system_dec,
+                   app_bound_key_user_dec, app_bound_key_dec, app_bound_key_is_decrypted
             FROM chromium.state_keys
             WHERE id = %s
             """,
@@ -467,7 +474,8 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
             app_bound_key_enc,
             app_bound_key_system_masterkey_guid,
             app_bound_key_user_masterkey_guid,
-            app_bound_key_dec_inter,
+            app_bound_key_system_dec,
+            app_bound_key_user_dec,
             app_bound_key_dec,
             app_bound_key_is_decrypted,
         ) = row
@@ -515,14 +523,14 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
     # Try to decrypt post-v127 app_bound_encrypted_key
     if app_bound_key_enc and len(app_bound_key_enc) > 0:
         # Stage 1: Decrypt outer layer with SYSTEM masterkey
-        if len(app_bound_key_dec_inter) == 0:
+        if len(app_bound_key_system_dec) == 0:
             try:
                 if len(app_bound_key_enc) >= 4 and app_bound_key_enc[:4] == b"APPB":
                     dpapi_portion = app_bound_key_enc[4:]
                     system_blob = Blob.from_bytes(dpapi_portion)
                     try:
-                        app_bound_key_dec_inter = await dpapi_manager.decrypt_blob(system_blob)
-                        if app_bound_key_dec_inter:
+                        app_bound_key_system_dec = await dpapi_manager.decrypt_blob(system_blob)
+                        if app_bound_key_system_dec:
                             result["decrypted_abe_stage1"] = True
                             logger.warning(
                                 "Successfully decrypted ABE stage 1 (SYSTEM key)",
@@ -532,7 +540,7 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
 
                             # Parse the intermediate blob to get user masterkey GUID
                             try:
-                                user_blob = Blob.from_bytes(app_bound_key_dec_inter)
+                                user_blob = Blob.from_bytes(app_bound_key_system_dec)
                                 app_bound_key_user_masterkey_guid = str(user_blob.masterkey_guid)
                             except Exception:
                                 app_bound_key_user_masterkey_guid = None
@@ -542,13 +550,13 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
                                 cur.execute(
                                     """
                                     UPDATE chromium.state_keys
-                                    SET app_bound_key_dec_inter = %s,
+                                    SET app_bound_key_system_dec = %s,
                                         app_bound_key_system_masterkey_guid = %s,
                                         app_bound_key_user_masterkey_guid = %s
                                     WHERE id = %s
                                     """,
                                     (
-                                        app_bound_key_dec_inter,
+                                        app_bound_key_system_dec,
                                         str(system_blob.masterkey_guid),
                                         app_bound_key_user_masterkey_guid,
                                         state_key_id,
@@ -565,58 +573,99 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
                 logger.warning("Error processing ABE stage 1", state_key_id=state_key_id, error=str(e))
 
         # Stage 2: Decrypt inner layer with USER masterkey and derive final key
-        if len(app_bound_key_dec_inter) > 0 and not app_bound_key_is_decrypted:
+        if len(app_bound_key_system_dec) > 0 and not app_bound_key_is_decrypted:
             try:
-                user_blob = Blob.from_bytes(app_bound_key_dec_inter)
+                user_blob = Blob.from_bytes(app_bound_key_system_dec)
                 try:
                     abe_blob_bytes = await dpapi_manager.decrypt_blob(user_blob)
                     if abe_blob_bytes:
+                        # Store the intermediate value after USER key decryption
+                        app_bound_key_user_dec = abe_blob_bytes
+
                         # Get chrome_key from database
                         chromekey = _get_chromekey_from_source(source, pg_conn)
+                        if chromekey:
+                            logger.warning(f"len(chromekey): {len(chromekey)}")
+                            logger.warning(f"chromekey: {chromekey}")
 
-                        if chromekey is None:
-                            logger.warning(
-                                "Chrome key not available for ABE v3 decryption, waiting",
-                                state_key_id=state_key_id,
-                                source=source,
-                            )
-                        else:
-                            # Parse and derive the final ABE key
-                            abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
-                            if abe_parsed:
-                                app_bound_key_dec = derive_abe_key(abe_parsed)
-                                if app_bound_key_dec:
-                                    app_bound_key_is_decrypted = True
-                                    result["decrypted_abe_stage2"] = True
-                                    logger.warning(
-                                        "Successfully decrypted ABE stage 2 (USER key + ABE derivation)",
-                                        state_key_id=state_key_id,
-                                        user_masterkey_guid=user_blob.masterkey_guid,
-                                        abe_version=abe_parsed.get("version"),
+                        # Always attempt to parse the ABE blob (works for v2 without chromekey)
+                        abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
+
+                        if abe_parsed:
+                            app_bound_key_dec = derive_abe_key(abe_parsed)
+                            if app_bound_key_dec:
+                                app_bound_key_is_decrypted = True
+                                result["decrypted_abe_stage2"] = True
+                                logger.warning(
+                                    "Successfully decrypted ABE stage 2 (USER key + ABE derivation)",
+                                    state_key_id=state_key_id,
+                                    user_masterkey_guid=user_blob.masterkey_guid,
+                                    abe_version=abe_parsed.get("version"),
+                                )
+
+                                # Update database with final key and intermediate user_dec
+                                with pg_conn.cursor() as cur:
+                                    cur.execute(
+                                        """
+                                        UPDATE chromium.state_keys
+                                        SET app_bound_key_user_dec = %s,
+                                            app_bound_key_dec = %s,
+                                            app_bound_key_is_decrypted = %s,
+                                            app_bound_key_user_masterkey_guid = %s
+                                        WHERE id = %s
+                                        """,
+                                        (
+                                            app_bound_key_user_dec,
+                                            app_bound_key_dec,
+                                            app_bound_key_is_decrypted,
+                                            str(user_blob.masterkey_guid),
+                                            state_key_id,
+                                        ),
                                     )
-
-                                    # Update database with final key
-                                    with pg_conn.cursor() as cur:
-                                        cur.execute(
-                                            """
-                                            UPDATE chromium.state_keys
-                                            SET app_bound_key_dec = %s,
-                                                app_bound_key_is_decrypted = %s,
-                                                app_bound_key_user_masterkey_guid = %s
-                                            WHERE id = %s
-                                            """,
-                                            (
-                                                app_bound_key_dec,
-                                                app_bound_key_is_decrypted,
-                                                str(user_blob.masterkey_guid),
-                                                state_key_id,
-                                            ),
-                                        )
-                                else:
-                                    logger.warning("Failed to derive ABE key", state_key_id=state_key_id)
+                            else:
+                                logger.warning("Failed to derive ABE key", state_key_id=state_key_id)
+                                # Save the intermediate user_dec value for later retry
+                                with pg_conn.cursor() as cur:
+                                    cur.execute(
+                                        """
+                                        UPDATE chromium.state_keys
+                                        SET app_bound_key_user_dec = %s,
+                                            app_bound_key_user_masterkey_guid = %s
+                                        WHERE id = %s
+                                        """,
+                                        (
+                                            app_bound_key_user_dec,
+                                            str(user_blob.masterkey_guid),
+                                            state_key_id,
+                                        ),
+                                    )
+                        else:
+                            # Parsing failed - likely v3 waiting for chromekey
+                            if chromekey is None:
+                                logger.warning(
+                                    "ABE parsing failed, likely v3 waiting for Chrome key",
+                                    state_key_id=state_key_id,
+                                    source=source,
+                                )
                             else:
                                 logger.warning("Failed to parse ABE blob", state_key_id=state_key_id)
 
+                            # Save the intermediate user_dec value for later retry
+                            with pg_conn.cursor() as cur:
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.state_keys
+                                    SET app_bound_key_user_dec = %s,
+                                        app_bound_key_user_masterkey_guid = %s
+                                    WHERE id = %s
+                                    """,
+                                    (
+                                        app_bound_key_user_dec,
+                                        str(user_blob.masterkey_guid),
+                                        state_key_id,
+                                    ),
+                                )
+
                 except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
                     # USER masterkey still not available
                     pass
@@ -702,7 +751,7 @@ async def retry_decrypt_state_keys_for_masterkey(
                     query = """
                         SELECT DISTINCT id FROM chromium.state_keys
                         WHERE app_bound_key_system_masterkey_guid = %s
-                        AND length(app_bound_key_dec_inter) = 0
+                        AND length(app_bound_key_system_dec) = 0
                     """
                     cur.execute(query, (str(masterkey_guid),))
                 elif masterkey_type == "user":
@@ -718,7 +767,7 @@ async def retry_decrypt_state_keys_for_masterkey(
                     query = """
                         SELECT DISTINCT id FROM chromium.state_keys
                         WHERE (key_masterkey_guid = %s AND key_is_decrypted = FALSE)
-                        OR (app_bound_key_system_masterkey_guid = %s AND length(app_bound_key_dec_inter) = 0)
+                        OR (app_bound_key_system_masterkey_guid = %s AND length(app_bound_key_system_dec) = 0)
                         OR (app_bound_key_user_masterkey_guid = %s AND app_bound_key_is_decrypted = FALSE)
                     """
                     cur.execute(query, (str(masterkey_guid), str(masterkey_guid), str(masterkey_guid)))
@@ -765,3 +814,158 @@ async def retry_decrypt_state_keys_for_masterkey(
         result["errors"].append(error_msg)
 
     return result
+
+
+async def retry_decrypt_state_keys_for_chromekey(source: str, chromekey: bytes) -> dict:
+    """Find all state_keys from a source waiting for chromekey and try to decrypt them.
+
+    This function handles v3 ABE decryption where the USER masterkey has already been
+    applied (app_bound_key_user_dec is populated) but the chromekey is needed to
+    complete the final derivation.
+
+    Args:
+        source: The source identifier (hostname) for the chromekey
+        chromekey: The decrypted Chrome key bytes
+
+    Returns:
+        Dict with statistics: {
+            "state_keys_attempted": int,
+            "state_keys_decrypted": int,
+            "errors": list
+        }
+    """
+    result = {"state_keys_attempted": 0, "state_keys_decrypted": 0, "errors": []}
+
+    conn_str = get_postgres_connection_str()
+
+    try:
+        with psycopg.connect(conn_str) as pg_conn:
+            # Find all state_keys from this source that have user_dec but aren't fully decrypted
+            with pg_conn.cursor() as cur:
+                query = """
+                    SELECT id, source, username, browser, app_bound_key_user_dec,
+                           app_bound_key_user_masterkey_guid
+                    FROM chromium.state_keys
+                    WHERE source = %s
+                    AND app_bound_key_is_decrypted = FALSE
+                    AND app_bound_key_user_dec IS NOT NULL
+                    AND length(app_bound_key_user_dec) > 0
+                """
+                cur.execute(query, (source,))
+                state_keys = cur.fetchall()
+
+            logger.debug(
+                "Found state keys waiting for chromekey",
+                source=source,
+                count=len(state_keys),
+            )
+
+            # Try to decrypt each state_key with the chromekey
+            for row in state_keys:
+                state_key_id, source, username, browser, app_bound_key_user_dec, user_masterkey_guid = row
+                result["state_keys_attempted"] += 1
+
+                try:
+                    # Parse and derive the final ABE key using the chromekey
+                    abe_parsed = parse_abe_blob(app_bound_key_user_dec, chromekey)
+                    logger.debug(
+                        "[retry_decrypt_state_keys_for_chromekey] Parsed ABE blob",
+                        state_key_id=state_key_id,
+                        abe_parsed=abe_parsed,
+                    )
+
+                    if abe_parsed:
+                        app_bound_key_dec = derive_abe_key(abe_parsed)
+                        logger.debug(
+                            "[retry_decrypt_state_keys_for_chromekey] Derived ABE key",
+                            state_key_id=state_key_id,
+                            success=bool(app_bound_key_dec),
+                        )
+
+                        if app_bound_key_dec:
+                            # Update database with final decrypted key
+                            with pg_conn.cursor() as cur:
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.state_keys
+                                    SET app_bound_key_dec = %s,
+                                        app_bound_key_is_decrypted = TRUE
+                                    WHERE id = %s
+                                    """,
+                                    (app_bound_key_dec, state_key_id),
+                                )
+
+                                # Link to existing logins/cookies
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.logins
+                                    SET state_key_id = %s
+                                    WHERE source = %s AND username = %s AND browser = %s
+                                    AND state_key_id IS NULL
+                                    AND encryption_type IN ('key', 'abe')
+                                    """,
+                                    (state_key_id, source, username, browser),
+                                )
+                                logins_updated = cur.rowcount
+
+                                cur.execute(
+                                    """
+                                    UPDATE chromium.cookies
+                                    SET state_key_id = %s
+                                    WHERE source = %s AND username = %s AND browser = %s
+                                    AND state_key_id IS NULL
+                                    AND encryption_type IN ('key', 'abe')
+                                    """,
+                                    (state_key_id, source, username, browser),
+                                )
+                                cookies_updated = cur.rowcount
+
+                            pg_conn.commit()
+                            result["state_keys_decrypted"] += 1
+
+                            logger.warning(
+                                "Successfully decrypted ABE v3 with chromekey",
+                                state_key_id=state_key_id,
+                                source=source,
+                                username=username,
+                                browser=browser,
+                                abe_version=abe_parsed.get("version"),
+                                logins_updated=logins_updated,
+                                cookies_updated=cookies_updated,
+                            )
+                        else:
+                            logger.warning(
+                                "Failed to derive ABE key with chromekey",
+                                state_key_id=state_key_id,
+                                source=source,
+                            )
+                    else:
+                        logger.warning(
+                            "Failed to parse ABE blob with chromekey",
+                            state_key_id=state_key_id,
+                            source=source,
+                        )
+
+                except Exception as e:
+                    error_msg = f"Error processing state_key {state_key_id}: {str(e)}"
+                    logger.warning(
+                        "Failed to decrypt state key with chromekey",
+                        state_key_id=state_key_id,
+                        error=str(e),
+                    )
+                    result["errors"].append(error_msg)
+
+            logger.warning(
+                "Completed retroactive state_key decryption for chromekey",
+                source=source,
+                attempted=result["state_keys_attempted"],
+                decrypted=result["state_keys_decrypted"],
+                errors=len(result["errors"]),
+            )
+
+    except Exception as e:
+        error_msg = f"Database error during retroactive chromekey decryption: {str(e)}"
+        logger.exception("Error in retry_decrypt_state_keys_for_chromekey", source=source, error=str(e))
+        result["errors"].append(error_msg)
+
+    return result
diff --git a/libs/chromium/chromium/retry.py b/libs/chromium/chromium/retry.py
new file mode 100644
index 0000000..d93fd47
--- /dev/null
+++ b/libs/chromium/chromium/retry.py
@@ -0,0 +1,412 @@
+"""Retry decryption logic for Chromium cookies and logins."""
+
+from uuid import UUID
+
+import psycopg
+from common.logger import get_logger
+from nemesis_dpapi import Blob, DpapiManager, MasterKeyNotDecryptedError, MasterKeyNotFoundError
+
+from .helpers import decrypt_chrome_string, get_postgres_connection_str, get_state_key_bytes
+
+logger = get_logger(__name__)
+
+
+async def retry_decrypt_chromium_data(
+    masterkey_guid: UUID, dpapi_manager: DpapiManager, masterkey_type: str | None = None
+) -> dict:
+    """Retry decrypting cookies and logins that failed to decrypt previously.
+
+    When a new masterkey becomes available, this function:
+    1. Retries DPAPI-encrypted cookies/logins that use this masterkey
+    2. Retries key/abe-encrypted cookies/logins (state keys may now be decrypted)
+
+    Args:
+        masterkey_guid: The GUID of the newly available masterkey
+        dpapi_manager: DpapiManager instance for decryption
+        masterkey_type: Optional masterkey type ('system', 'user', 'unknown')
+
+    Returns:
+        Dict with statistics: {
+            "cookies_attempted": int,
+            "cookies_decrypted": int,
+            "logins_attempted": int,
+            "logins_decrypted": int,
+            "errors": list
+        }
+    """
+    result = {
+        "cookies_attempted": 0,
+        "cookies_decrypted": 0,
+        "logins_attempted": 0,
+        "logins_decrypted": 0,
+        "errors": [],
+    }
+
+    conn_str = get_postgres_connection_str()
+
+    try:
+        with psycopg.connect(conn_str) as pg_conn:
+            # Retry cookies
+            cookies_result = await _retry_decrypt_cookies(masterkey_guid, dpapi_manager, pg_conn)
+            result["cookies_attempted"] = cookies_result["attempted"]
+            result["cookies_decrypted"] = cookies_result["decrypted"]
+            result["errors"].extend(cookies_result["errors"])
+
+            # Retry logins
+            logins_result = await _retry_decrypt_logins(masterkey_guid, dpapi_manager, pg_conn)
+            result["logins_attempted"] = logins_result["attempted"]
+            result["logins_decrypted"] = logins_result["decrypted"]
+            result["errors"].extend(logins_result["errors"])
+
+            logger.warning(
+                "Completed retroactive chromium data decryption for masterkey",
+                masterkey_guid=masterkey_guid,
+                cookies_attempted=result["cookies_attempted"],
+                cookies_decrypted=result["cookies_decrypted"],
+                logins_attempted=result["logins_attempted"],
+                logins_decrypted=result["logins_decrypted"],
+                errors=len(result["errors"]),
+            )
+
+    except Exception as e:
+        error_msg = f"Database error during retroactive chromium data decryption: {str(e)}"
+        logger.exception("Error in retry_decrypt_chromium_data", masterkey_guid=masterkey_guid, error=str(e))
+        result["errors"].append(error_msg)
+
+    return result
+
+
+async def _retry_decrypt_cookies(masterkey_guid: UUID, dpapi_manager: DpapiManager, pg_conn) -> dict:
+    """Retry decrypting cookies that previously failed.
+
+    Args:
+        masterkey_guid: The GUID of the newly available masterkey
+        dpapi_manager: DpapiManager instance for decryption
+        pg_conn: PostgreSQL connection
+
+    Returns:
+        Dict with {"attempted": int, "decrypted": int, "errors": list}
+    """
+    result = {"attempted": 0, "decrypted": 0, "errors": []}
+
+    # Find all undecrypted cookies
+    # For DPAPI: only those matching this masterkey
+    # For key/abe: all undecrypted (state keys may now be available)
+    with pg_conn.cursor() as cur:
+        cur.execute(
+            """
+            SELECT id, encryption_type, masterkey_guid, state_key_id,
+                   value_enc, source, username, browser
+            FROM chromium.cookies
+            WHERE is_decrypted = FALSE
+            AND (
+                (encryption_type = 'dpapi' AND masterkey_guid = %s)
+                OR encryption_type IN ('key', 'abe')
+            )
+            """,
+            (masterkey_guid,),
+        )
+        cookies = cur.fetchall()
+
+    logger.debug(
+        "Found undecrypted cookies to retry",
+        masterkey_guid=masterkey_guid,
+        count=len(cookies),
+    )
+
+    for cookie in cookies:
+        result["attempted"] += 1
+        cookie_id, encryption_type, cookie_masterkey_guid, state_key_id, value_enc, source, username, browser = cookie
+
+        try:
+            value_dec = None
+            decrypted = False
+
+            # Try DPAPI decryption
+            if encryption_type == "dpapi" and cookie_masterkey_guid == masterkey_guid:
+                try:
+                    value_dec_bytes = await dpapi_manager.decrypt_blob(Blob.from_bytes(value_enc))
+                    if value_dec_bytes:
+                        value_dec = value_dec_bytes.decode("utf-8", errors="replace")
+                        decrypted = True
+                        logger.debug("Successfully decrypted cookie with DPAPI", cookie_id=cookie_id)
+                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                    # Still not available
+                    pass
+                except Exception as e:
+                    logger.warning("Error decrypting cookie with DPAPI", cookie_id=cookie_id, error=str(e))
+
+            # Try state key decryption (key/abe)
+            elif encryption_type in ["key", "abe"]:
+                # Try with existing state_key_id if available
+                if state_key_id:
+                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                    if state_key_bytes:
+                        try:
+                            value_dec_bytes = decrypt_chrome_string(value_enc, state_key_bytes, encryption_type)
+                            if value_dec_bytes:
+                                # Apply offset handling for cookies
+                                if encryption_type == "abe" and len(value_dec_bytes) > 32:
+                                    value_dec_bytes = value_dec_bytes[32:]
+                                elif encryption_type == "key" and len(value_dec_bytes) > 48:
+                                    value_dec_bytes = value_dec_bytes[32:-16]
+                                elif encryption_type == "key" and len(value_dec_bytes) > 16:
+                                    value_dec_bytes = value_dec_bytes[:-16]
+
+                                value_dec = value_dec_bytes.decode("utf-8", errors="replace")
+                                decrypted = True
+                                logger.debug(
+                                    "Successfully decrypted cookie with state key",
+                                    cookie_id=cookie_id,
+                                    state_key_id=state_key_id,
+                                )
+                        except Exception as e:
+                            logger.debug(
+                                "Failed to decrypt cookie with state key",
+                                cookie_id=cookie_id,
+                                state_key_id=state_key_id,
+                                error=str(e),
+                            )
+
+                # If no state_key_id or decryption failed, try to find matching state key
+                if not decrypted and username and browser:
+                    try:
+                        with pg_conn.cursor() as cur2:
+                            # Try to find a decrypted state key for this source/username/browser
+                            cur2.execute(
+                                """
+                                SELECT id FROM chromium.state_keys
+                                WHERE source = %s AND username = %s AND browser = %s
+                                AND (
+                                    (key_is_decrypted = TRUE AND %s = 'key')
+                                    OR (app_bound_key_is_decrypted = TRUE AND %s = 'abe')
+                                )
+                                """,
+                                (source, username, browser, encryption_type, encryption_type),
+                            )
+                            state_key_row = cur2.fetchone()
+                            if state_key_row:
+                                new_state_key_id = state_key_row[0]
+                                state_key_bytes = get_state_key_bytes(new_state_key_id, encryption_type, pg_conn)
+                                if state_key_bytes:
+                                    try:
+                                        value_dec_bytes = decrypt_chrome_string(
+                                            value_enc, state_key_bytes, encryption_type
+                                        )
+                                        if value_dec_bytes:
+                                            # Apply offset handling
+                                            if encryption_type == "abe" and len(value_dec_bytes) > 32:
+                                                value_dec_bytes = value_dec_bytes[32:]
+                                            elif encryption_type == "key" and len(value_dec_bytes) > 48:
+                                                value_dec_bytes = value_dec_bytes[32:-16]
+                                            elif encryption_type == "key" and len(value_dec_bytes) > 16:
+                                                value_dec_bytes = value_dec_bytes[:-16]
+
+                                            value_dec = value_dec_bytes.decode("utf-8", errors="replace")
+                                            decrypted = True
+                                            state_key_id = new_state_key_id
+                                            logger.debug(
+                                                "Successfully decrypted cookie with newly found state key",
+                                                cookie_id=cookie_id,
+                                                state_key_id=new_state_key_id,
+                                            )
+                                    except Exception as e:
+                                        logger.debug(
+                                            "Failed to decrypt cookie with newly found state key",
+                                            cookie_id=cookie_id,
+                                            error=str(e),
+                                        )
+                    except Exception as e:
+                        logger.debug("Error looking up state key for cookie", cookie_id=cookie_id, error=str(e))
+
+            # Update database if decrypted
+            if decrypted and value_dec:
+                with pg_conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        UPDATE chromium.cookies
+                        SET value_dec = %s, is_decrypted = TRUE, state_key_id = %s
+                        WHERE id = %s
+                        """,
+                        (value_dec, state_key_id, cookie_id),
+                    )
+                pg_conn.commit()
+                result["decrypted"] += 1
+
+        except Exception as e:
+            error_msg = f"Error processing cookie {cookie_id}: {str(e)}"
+            logger.warning("Failed to retry decrypt cookie", cookie_id=cookie_id, error=str(e))
+            result["errors"].append(error_msg)
+
+    return result
+
+
+async def _retry_decrypt_logins(masterkey_guid: UUID, dpapi_manager: DpapiManager, pg_conn) -> dict:
+    """Retry decrypting logins that previously failed.
+
+    Args:
+        masterkey_guid: The GUID of the newly available masterkey
+        dpapi_manager: DpapiManager instance for decryption
+        pg_conn: PostgreSQL connection
+
+    Returns:
+        Dict with {"attempted": int, "decrypted": int, "errors": list}
+    """
+    result = {"attempted": 0, "decrypted": 0, "errors": []}
+
+    # Find all undecrypted logins
+    with pg_conn.cursor() as cur:
+        cur.execute(
+            """
+            SELECT id, encryption_type, masterkey_guid, state_key_id,
+                   password_value_enc, source, username, browser
+            FROM chromium.logins
+            WHERE is_decrypted = FALSE
+            AND (
+                (encryption_type = 'dpapi' AND masterkey_guid = %s)
+                OR encryption_type IN ('key', 'abe')
+            )
+            """,
+            (masterkey_guid,),
+        )
+        logins = cur.fetchall()
+
+    logger.debug(
+        "Found undecrypted logins to retry",
+        masterkey_guid=masterkey_guid,
+        count=len(logins),
+    )
+
+    for login in logins:
+        result["attempted"] += 1
+        (
+            login_id,
+            encryption_type,
+            login_masterkey_guid,
+            state_key_id,
+            password_value_enc,
+            source,
+            username,
+            browser,
+        ) = login
+
+        try:
+            password_dec = None
+            decrypted = False
+
+            # Try DPAPI decryption
+            if encryption_type == "dpapi" and login_masterkey_guid == masterkey_guid:
+                try:
+                    password_dec_bytes = await dpapi_manager.decrypt_blob(Blob.from_bytes(password_value_enc))
+                    if password_dec_bytes:
+                        password_dec = password_dec_bytes.decode("utf-8", errors="replace")
+                        decrypted = True
+                        logger.debug("Successfully decrypted login with DPAPI", login_id=login_id)
+                except (MasterKeyNotFoundError, MasterKeyNotDecryptedError):
+                    # Still not available
+                    pass
+                except Exception as e:
+                    logger.warning("Error decrypting login with DPAPI", login_id=login_id, error=str(e))
+
+            # Try state key decryption (key/abe)
+            elif encryption_type in ["key", "abe"]:
+                # Try with existing state_key_id if available
+                if state_key_id:
+                    state_key_bytes = get_state_key_bytes(state_key_id, encryption_type, pg_conn)
+                    if state_key_bytes:
+                        try:
+                            password_dec_bytes = decrypt_chrome_string(
+                                password_value_enc, state_key_bytes, encryption_type
+                            )
+                            if password_dec_bytes:
+                                # Apply offset handling for passwords
+                                if encryption_type == "key" and len(password_dec_bytes) > 32:
+                                    password_dec_bytes = password_dec_bytes[32:-16]
+                                elif encryption_type == "key" and len(password_dec_bytes) > 16:
+                                    password_dec_bytes = password_dec_bytes[:-16]
+                                # v20 passwords typically don't have offset like cookies
+
+                                password_dec = password_dec_bytes.decode("utf-8", errors="replace")
+                                decrypted = True
+                                logger.debug(
+                                    "Successfully decrypted login with state key",
+                                    login_id=login_id,
+                                    state_key_id=state_key_id,
+                                )
+                        except Exception as e:
+                            logger.debug(
+                                "Failed to decrypt login with state key",
+                                login_id=login_id,
+                                state_key_id=state_key_id,
+                                error=str(e),
+                            )
+
+                # If no state_key_id or decryption failed, try to find matching state key
+                if not decrypted and username and browser:
+                    try:
+                        with pg_conn.cursor() as cur2:
+                            # Try to find a decrypted state key for this source/username/browser
+                            cur2.execute(
+                                """
+                                SELECT id FROM chromium.state_keys
+                                WHERE source = %s AND username = %s AND browser = %s
+                                AND (
+                                    (key_is_decrypted = TRUE AND %s = 'key')
+                                    OR (app_bound_key_is_decrypted = TRUE AND %s = 'abe')
+                                )
+                                """,
+                                (source, username, browser, encryption_type, encryption_type),
+                            )
+                            state_key_row = cur2.fetchone()
+                            if state_key_row:
+                                new_state_key_id = state_key_row[0]
+                                state_key_bytes = get_state_key_bytes(new_state_key_id, encryption_type, pg_conn)
+                                if state_key_bytes:
+                                    try:
+                                        password_dec_bytes = decrypt_chrome_string(
+                                            password_value_enc, state_key_bytes, encryption_type
+                                        )
+                                        if password_dec_bytes:
+                                            # Apply offset handling
+                                            if encryption_type == "key" and len(password_dec_bytes) > 32:
+                                                password_dec_bytes = password_dec_bytes[32:-16]
+                                            elif encryption_type == "key" and len(password_dec_bytes) > 16:
+                                                password_dec_bytes = password_dec_bytes[:-16]
+
+                                            password_dec = password_dec_bytes.decode("utf-8", errors="replace")
+                                            decrypted = True
+                                            state_key_id = new_state_key_id
+                                            logger.debug(
+                                                "Successfully decrypted login with newly found state key",
+                                                login_id=login_id,
+                                                state_key_id=new_state_key_id,
+                                            )
+                                    except Exception as e:
+                                        logger.debug(
+                                            "Failed to decrypt login with newly found state key",
+                                            login_id=login_id,
+                                            error=str(e),
+                                        )
+                    except Exception as e:
+                        logger.debug("Error looking up state key for login", login_id=login_id, error=str(e))
+
+            # Update database if decrypted
+            if decrypted and password_dec:
+                with pg_conn.cursor() as cur:
+                    cur.execute(
+                        """
+                        UPDATE chromium.logins
+                        SET password_value_dec = %s, is_decrypted = TRUE, state_key_id = %s
+                        WHERE id = %s
+                        """,
+                        (password_dec, state_key_id, login_id),
+                    )
+                pg_conn.commit()
+                result["decrypted"] += 1
+
+        except Exception as e:
+            error_msg = f"Error processing login {login_id}: {str(e)}"
+            logger.warning("Failed to retry decrypt login", login_id=login_id, error=str(e))
+            result["errors"].append(error_msg)
+
+    return result
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index 3f27e27..6797096 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -10,16 +10,17 @@ from uuid import UUID
 
 import psycopg
 import yara_x
+
+from chromium.local_state import retry_decrypt_state_keys_for_chromekey
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from file_enrichment_modules.cng_file.cng_parser import (
-    BCRYPT_KEY_DATA_BLOB_MAGIC,
+    check_bcrypt_key_blob,
     extract_dpapi_blob_from_cng_property,
     extract_final_key_material,
-    parse_bcrypt_key_data_blob,
     parse_cng_stream,
 )
 from file_enrichment_modules.module_loader import EnrichmentModule
@@ -269,6 +270,26 @@ rule is_cng_file
                 f"Stored Chrome key for source {file_enriched.source}, "
                 f"masterkey {masterkey_guid}, decrypted={decrypted_bytes is not None}"
             )
+
+            # If we successfully decrypted the chromekey, try to decrypt any waiting state_keys
+            if decrypted_bytes is not None:
+                try:
+                    state_keys_result = await retry_decrypt_state_keys_for_chromekey(
+                        file_enriched.source, decrypted_bytes
+                    )
+                    logger.info(
+                        "Completed retroactive state_key decryption for newly decrypted chromekey",
+                        source=file_enriched.source,
+                        masterkey_guid=masterkey_guid,
+                        state_keys_result=state_keys_result,
+                    )
+                except Exception as e:
+                    logger.warning(
+                        "Error retrying state_keys after chromekey decryption in CNG analyzer",
+                        source=file_enriched.source,
+                        error=str(e),
+                    )
+
         except Exception as e:
             logger.error(f"Failed to store Chrome key: {e}")
 
@@ -307,12 +328,11 @@ rule is_cng_file
                     logger.info(f"Successfully decrypted private key! Size: {len(decrypted_key)} bytes")
 
                     # Check for BCRYPT_KEY_DATA_BLOB_HEADER
-                    await self._check_bcrypt_key_blob(decrypted_key)
-
-                    # Extract final 32-byte key material
-                    final_key_material = extract_final_key_material(decrypted_key)
-                    if final_key_material:
-                        logger.debug("Extracted final 32-byte key material for database storage")
+                    if check_bcrypt_key_blob(decrypted_key):
+                        # Extract final 32-byte key material
+                        final_key_material = extract_final_key_material(decrypted_key)
+                        if final_key_material:
+                            logger.debug("Extracted final 32-byte key material for database storage")
 
                 except (MasterKeyNotDecryptedError, MasterKeyNotFoundError) as e:
                     logger.debug(
@@ -356,12 +376,12 @@ rule is_cng_file
                             logger.info(
                                 f"Successfully decrypted extracted private key! Size: {len(decrypted_key)} bytes"
                             )
-                            await self._check_bcrypt_key_blob(decrypted_key)
 
-                            # Extract final 32-byte key material
-                            final_key_material = extract_final_key_material(decrypted_key)
-                            if final_key_material:
-                                logger.info("Extracted final 32-byte key material for database storage")
+                            if check_bcrypt_key_blob(decrypted_key):
+                                # Extract final 32-byte key material
+                                final_key_material = extract_final_key_material(decrypted_key)
+                                if final_key_material:
+                                    logger.info("Extracted final 32-byte key material for database storage")
 
                         except Exception as decrypt_error:
                             logger.warning(f"Failed to decrypt extracted blob: {decrypt_error}")
@@ -387,44 +407,12 @@ rule is_cng_file
 
                     except Exception as e2:
                         logger.warning(f"Failed to process extracted blob: {e2}")
-                else:
-                    # Not a DPAPI blob, might be plaintext or other format
-                    logger.info("Private key is not DPAPI encrypted, checking for BCRYPT format...")
-                    await self._check_bcrypt_key_blob(private_key_data)
 
         except Exception as e:
             logger.warning(f"Error processing private key: {e}")
 
         return None
 
-    async def _check_bcrypt_key_blob(self, key_data: bytes) -> None:
-        """Check if decrypted data contains BCRYPT_KEY_DATA_BLOB.
-
-        Args:
-            key_data: Decrypted or plaintext key data
-        """
-        header = parse_bcrypt_key_data_blob(key_data)
-
-        if header:
-            logger.debug(
-                f"Found BCRYPT_KEY_DATA_BLOB_HEADER! "
-                f"Magic: 0x{header.magic:08X} (KDBM), "
-                f"Version: {header.version}, "
-                f"Key length: {header.key_data_length} bytes"
-            )
-
-            # Extract final 32 bytes
-            final_key = extract_final_key_material(key_data)
-            if final_key:
-                logger.info(f"Extracted final 32-byte key material: {final_key.hex()}")
-            else:
-                logger.warning("Failed to extract final 32-byte key material")
-        else:
-            logger.debug(
-                f"Key data does not contain BCRYPT_KEY_DATA_BLOB_HEADER "
-                f"(magic: 0x{struct.unpack('<I', key_data[:4])[0]:08X} vs expected 0x{BCRYPT_KEY_DATA_BLOB_MAGIC:08X})"
-            )
-
 
 def create_enrichment_module(standalone: bool = False) -> EnrichmentModule:
     """Factory function that creates the analyzer in either standalone or service mode."""
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
index e68302a..ac0eaa9 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/cng_parser.py
@@ -296,6 +296,40 @@ def parse_bcrypt_key_data_blob(data: bytes) -> BcryptKeyDataBlobHeader | None:
     return BcryptKeyDataBlobHeader(magic=magic, version=version, key_data_length=key_len)
 
 
+def check_bcrypt_key_blob(key_data: bytes) -> BcryptKeyDataBlobHeader | None:
+    """Check if decrypted data contains BCRYPT_KEY_DATA_BLOB and log details.
+
+    Args:
+        key_data: Decrypted or plaintext key data
+
+    Returns:
+        Parsed BCRYPT_KEY_DATA_BLOB_HEADER if found, None otherwise
+    """
+    header = parse_bcrypt_key_data_blob(key_data)
+
+    if header:
+        logger.debug(
+            f"Found BCRYPT_KEY_DATA_BLOB_HEADER! "
+            f"Magic: 0x{header.magic:08X} (KDBM), "
+            f"Version: {header.version}, "
+            f"Key length: {header.key_data_length} bytes"
+        )
+
+        # Extract final 32 bytes
+        final_key = extract_final_key_material(key_data)
+        if final_key:
+            logger.info(f"Extracted final 32-byte key material: {final_key.hex()}")
+        else:
+            logger.warning("Failed to extract final 32-byte key material")
+    else:
+        logger.debug(
+            f"Key data does not contain BCRYPT_KEY_DATA_BLOB_HEADER "
+            f"(magic: 0x{struct.unpack('<I', key_data[:4])[0]:08X} vs expected 0x{BCRYPT_KEY_DATA_BLOB_MAGIC:08X})"
+        )
+
+    return header
+
+
 def extract_final_key_material(decrypted_data: bytes) -> bytes | None:
     """Extract final 32-byte key material from BCRYPT_KEY_DATA_BLOB.
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index ea219e2..a7fa2be 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -47,9 +47,8 @@ rule has_dpapi_blob
             object_id: The object ID of the file
             file_path: Optional path to already downloaded file
         """
-        logger.info(f"Checking if file {object_id} should be processed by DPAPI blob analyzer")
         file_enriched = get_file_enriched(object_id)
-        logger.info(f"Got file {object_id} should be processed by DPAPI blob analyzer")
+        logger.debug(f"File {object_id} should be processed by DPAPI blob analyzer")
         if file_enriched.size > self.size_limit:
             logger.debug(
                 f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index c29bf2e..997b94f 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -9,7 +9,11 @@ import urllib.parse
 from typing import Annotated
 from uuid import UUID
 
-from chromium import retry_decrypt_chrome_keys_for_masterkey, retry_decrypt_state_keys_for_masterkey
+from chromium import (
+    retry_decrypt_chrome_keys_for_masterkey,
+    retry_decrypt_chromium_data,
+    retry_decrypt_state_keys_for_masterkey,
+)
 from common.logger import get_logger
 from common.models2.dpapi import (
     DomainBackupKeyCredential,
@@ -96,6 +100,20 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
                 result=result,
             )
 
+            # Finally, try to decrypt chromium cookies and logins with newly available keys
+            chromium_data_result = await retry_decrypt_chromium_data(
+                evnt.masterkey_guid,
+                self.dpapi_manager,
+                masterkey_type,
+            )
+
+            logger.debug(
+                "Completed retroactive chromium data decryption",
+                masterkey_guid=evnt.masterkey_guid,
+                masterkey_type=masterkey_type,
+                result=chromium_data_result,
+            )
+
         elif isinstance(evnt, NewEncryptedMasterKeyEvent):
             logger.warning(
                 "!!!!!!!!!!!!!!!!!!!! Received NewEncryptedMasterKeyEvent",

From e0312a4e6cd9346069263c33773b362de1a68111 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 20 Oct 2025 11:50:56 -0700
Subject: [PATCH 220/279] Update local_state.py

---
 libs/chromium/chromium/local_state.py | 13 +++++--------
 1 file changed, 5 insertions(+), 8 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 8487f90..5e15c5e 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -493,7 +493,7 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
                     if key_bytes_dec:
                         key_is_decrypted = True
                         result["decrypted_v1"] = True
-                        logger.warning(
+                        logger.debug(
                             "Successfully decrypted v1 state key",
                             state_key_id=state_key_id,
                             masterkey_guid=dpapi_blob.masterkey_guid,
@@ -532,7 +532,7 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
                         app_bound_key_system_dec = await dpapi_manager.decrypt_blob(system_blob)
                         if app_bound_key_system_dec:
                             result["decrypted_abe_stage1"] = True
-                            logger.warning(
+                            logger.debug(
                                 "Successfully decrypted ABE stage 1 (SYSTEM key)",
                                 state_key_id=state_key_id,
                                 system_masterkey_guid=system_blob.masterkey_guid,
@@ -584,9 +584,6 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
 
                         # Get chrome_key from database
                         chromekey = _get_chromekey_from_source(source, pg_conn)
-                        if chromekey:
-                            logger.warning(f"len(chromekey): {len(chromekey)}")
-                            logger.warning(f"chromekey: {chromekey}")
 
                         # Always attempt to parse the ABE blob (works for v2 without chromekey)
                         abe_parsed = parse_abe_blob(abe_blob_bytes, chromekey)
@@ -596,7 +593,7 @@ async def retry_decrypt_state_key(state_key_id: int, dpapi_manager: DpapiManager
                             if app_bound_key_dec:
                                 app_bound_key_is_decrypted = True
                                 result["decrypted_abe_stage2"] = True
-                                logger.warning(
+                                logger.debug(
                                     "Successfully decrypted ABE stage 2 (USER key + ABE derivation)",
                                     state_key_id=state_key_id,
                                     user_masterkey_guid=user_blob.masterkey_guid,
@@ -800,7 +797,7 @@ async def retry_decrypt_state_keys_for_masterkey(
                     logger.warning("Failed to retry decrypt state key", state_key_id=state_key_id, error=str(e))
                     result["errors"].append(error_msg)
 
-            logger.warning(
+            logger.debug(
                 "Completed retroactive state_key decryption for masterkey",
                 masterkey_guid=masterkey_guid,
                 attempted=result["state_keys_attempted"],
@@ -923,7 +920,7 @@ async def retry_decrypt_state_keys_for_chromekey(source: str, chromekey: bytes)
                             pg_conn.commit()
                             result["state_keys_decrypted"] += 1
 
-                            logger.warning(
+                            logger.debug(
                                 "Successfully decrypted ABE v3 with chromekey",
                                 state_key_id=state_key_id,
                                 source=source,

From f74d23bc431480e2edbf803a05fb8bab1c4f6191 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 20 Oct 2025 21:23:41 -0700
Subject: [PATCH 221/279] tweaks for retro chromium decryption

- try all keys if username/browser not defined
---
 CHANGELOG.md                                  |  5 ++-
 libs/chromium/chromium/retry.py               | 38 +++++++++++++------
 .../file_enrichment/routes/dpapi.py           | 25 ++++++------
 3 files changed, 43 insertions(+), 25 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index eb8bf90..1edf9bc 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -29,7 +29,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Findings Page: Modified the Severities filter button to use checkboxes
 - Multi-language Tika OCR support (`TIKA_OCR_LANGUAGES` ENV var, see `compose.yaml`)
 - Text translation agent
-- Retroactive decryption for Chromium Local State files when plaintext masterkeys are submitted/decrypted
+- Retroactive DPAPI decryption:
+  - Chromium Local State files when plaintext masterkeys are submitted/decrypted
+  - Google Chromekeys (CNG file based), including decrypting applicable Local State files
+  - Chromium Cookies/Login Data files
 - File linking:
   - Enchanced file linking with placeholders in the path that resolve once a matching file is collected.
   - File Viewer: Added ability to delete file linkings from the FileViewer
diff --git a/libs/chromium/chromium/retry.py b/libs/chromium/chromium/retry.py
index d93fd47..b9c8bbd 100644
--- a/libs/chromium/chromium/retry.py
+++ b/libs/chromium/chromium/retry.py
@@ -342,21 +342,35 @@ async def _retry_decrypt_logins(masterkey_guid: UUID, dpapi_manager: DpapiManage
                             )
 
                 # If no state_key_id or decryption failed, try to find matching state key
-                if not decrypted and username and browser:
+                if not decrypted and source:
                     try:
                         with pg_conn.cursor() as cur2:
-                            # Try to find a decrypted state key for this source/username/browser
-                            cur2.execute(
-                                """
-                                SELECT id FROM chromium.state_keys
-                                WHERE source = %s AND username = %s AND browser = %s
-                                AND (
-                                    (key_is_decrypted = TRUE AND %s = 'key')
-                                    OR (app_bound_key_is_decrypted = TRUE AND %s = 'abe')
+                            if username and browser:
+                                # Try to find a decrypted state key for this source/username/browser
+                                cur2.execute(
+                                    """
+                                    SELECT id FROM chromium.state_keys
+                                    WHERE source = %s AND username = %s AND browser = %s
+                                    AND (
+                                        (key_is_decrypted = TRUE AND %s = 'key')
+                                        OR (app_bound_key_is_decrypted = TRUE AND %s = 'abe')
+                                    )
+                                    """,
+                                    (source, username, browser, encryption_type, encryption_type),
+                                )
+                            else:
+                                # if no username/password, just restrict to SOURCE
+                                cur2.execute(
+                                    """
+                                    SELECT id FROM chromium.state_keys
+                                    WHERE source = %s
+                                    AND (
+                                        (key_is_decrypted = TRUE AND %s = 'key')
+                                        OR (app_bound_key_is_decrypted = TRUE AND %s = 'abe')
+                                    )
+                                    """,
+                                    (source, encryption_type, encryption_type),
                                 )
-                                """,
-                                (source, username, browser, encryption_type, encryption_type),
-                            )
                             state_key_row = cur2.fetchone()
                             if state_key_row:
                                 new_state_key_id = state_key_row[0]
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 997b94f..8fbcf38 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -100,19 +100,20 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
                 result=result,
             )
 
-            # Finally, try to decrypt chromium cookies and logins with newly available keys
-            chromium_data_result = await retry_decrypt_chromium_data(
-                evnt.masterkey_guid,
-                self.dpapi_manager,
-                masterkey_type,
-            )
+            if result and result["state_keys_progressed"] > 0:
+                # Finally, try to decrypt chromium cookies and logins with newly available keys
+                chromium_data_result = await retry_decrypt_chromium_data(
+                    evnt.masterkey_guid,
+                    self.dpapi_manager,
+                    masterkey_type,
+                )
 
-            logger.debug(
-                "Completed retroactive chromium data decryption",
-                masterkey_guid=evnt.masterkey_guid,
-                masterkey_type=masterkey_type,
-                result=chromium_data_result,
-            )
+                logger.debug(
+                    "Completed retroactive chromium data decryption",
+                    masterkey_guid=evnt.masterkey_guid,
+                    masterkey_type=masterkey_type,
+                    result=chromium_data_result,
+                )
 
         elif isinstance(evnt, NewEncryptedMasterKeyEvent):
             logger.warning(

From aa8a745ecd079a9383005a0cdbf3ce86b2a570b0 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Tue, 21 Oct 2025 16:02:52 -0700
Subject: [PATCH 222/279] Initial pass on system/host reporting

-Initial pass on system/host reporting
-still need to fully test the agent implementation
---
 CHANGELOG.md                                  |   4 +
 projects/agents/agents/main.py                |  33 +
 projects/agents/agents/schemas.py             |  16 +
 .../agents/agents/tasks/reporting_agent.py    | 232 ++++++
 projects/frontend/src/App.jsx                 |  10 +-
 .../components/Reporting/ReportingPage.jsx    | 283 ++++++++
 .../components/Reporting/SourceReportPage.jsx | 511 +++++++++++++
 .../components/Reporting/SystemReportPage.jsx | 370 ++++++++++
 projects/web_api/poetry.lock                  |  51 +-
 projects/web_api/pyproject.toml               |   1 +
 projects/web_api/web_api/main.py              | 353 ++++++++-
 projects/web_api/web_api/models/responses.py  |  66 ++
 projects/web_api/web_api/pdf_generator.py     | 139 ++++
 projects/web_api/web_api/reporting_routes.py  | 685 ++++++++++++++++++
 .../web_api/templates/source_report.html      | 402 ++++++++++
 .../web_api/templates/system_report.html      | 318 ++++++++
 16 files changed, 3471 insertions(+), 3 deletions(-)
 create mode 100644 projects/agents/agents/tasks/reporting_agent.py
 create mode 100644 projects/frontend/src/components/Reporting/ReportingPage.jsx
 create mode 100644 projects/frontend/src/components/Reporting/SourceReportPage.jsx
 create mode 100644 projects/frontend/src/components/Reporting/SystemReportPage.jsx
 create mode 100644 projects/web_api/web_api/pdf_generator.py
 create mode 100644 projects/web_api/web_api/reporting_routes.py
 create mode 100644 projects/web_api/web_api/templates/source_report.html
 create mode 100644 projects/web_api/web_api/templates/system_report.html

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1edf9bc..24e69f0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -38,6 +38,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
   - File Viewer: Added ability to delete file linkings from the FileViewer
   - File Browser: Added the collection reason and "Linked to by" fields on the "Files that need collection" option
 - CLI: add a `--folder` option to the submit command that allows you to specify the path to the root folder of uploaded files.
+- Reporting functionality
+  - SYSTEM wide and per SOURCE
+  - API endpoints for statistic and PDF generation (via Gotenberg conversion)
+  - Reporting summarization agent
 
 ### Changed
 
diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index c57b13a..f6dbe36 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -689,6 +689,39 @@ def run_translation(request: dict):
         return {"success": False, "error": str(e)}
 
 
+@app.post("/agents/report_generator")
+def run_report_generator(request: dict):
+    """Generate LLM-based risk assessment report."""
+    try:
+        report_data = request.get("report_data")
+        if not report_data:
+            return {"success": False, "error": "report_data is required"}
+
+        report_type = request.get("report_type", "source")
+        source_name = request.get("source_name", "Unknown")
+        max_tokens = request.get("max_tokens", 150000)
+
+        # Create a mock workflow context for compatibility
+        mock_ctx = type("MockContext", (), {})()
+
+        from agents.tasks.reporting_agent import generate_report
+
+        result = generate_report(
+            mock_ctx,
+            {
+                "report_data": report_data,
+                "report_type": report_type,
+                "source_name": source_name,
+                "max_tokens": max_tokens,
+            },
+        )
+        return result
+
+    except Exception as e:
+        logger.exception(e, message="Error running report generator")
+        return {"success": False, "error": str(e)}
+
+
 @app.api_route("/healthz", methods=["GET", "HEAD"])
 async def health_check():
     """Health check endpoint."""
diff --git a/projects/agents/agents/schemas.py b/projects/agents/agents/schemas.py
index 38c2a6b..2efcc52 100644
--- a/projects/agents/agents/schemas.py
+++ b/projects/agents/agents/schemas.py
@@ -149,3 +149,19 @@ class TriageResult(BaseModel):
     confidence: float | None = Field(None, ge=0.0, le=1.0, description="Confidence score 0-1.0 (optional)")
     true_positive_context: str | None = Field(None, description="Context/risk for true_positive decisions")
     success: bool = Field(..., description="Whether the triage process completed successfully")
+
+
+class ReportSynthesisResponse(BaseModel):
+    """Response from reporting agent for risk assessment synthesis."""
+
+    risk_level: Literal["high", "medium", "low"] = Field(
+        ..., description="Overall risk level assessment - MUST be exactly one of: high, medium, low"
+    )
+    executive_summary: str = Field(..., description="Executive summary of the risk assessment (2-3 paragraphs)")
+    critical_findings: list[str] = Field(
+        default_factory=list, description="List of the most critical findings requiring immediate attention"
+    )
+    credential_exposure: str = Field(..., description="Analysis of credential exposure risk")
+    sensitive_data_exposure: str = Field(..., description="Analysis of sensitive data exposure")
+    attack_surface: str = Field(..., description="Analysis of attack surface based on file types and applications")
+    full_report_markdown: str = Field(..., description="Full markdown-formatted report combining all sections")
diff --git a/projects/agents/agents/tasks/reporting_agent.py b/projects/agents/agents/tasks/reporting_agent.py
new file mode 100644
index 0000000..7fd53cd
--- /dev/null
+++ b/projects/agents/agents/tasks/reporting_agent.py
@@ -0,0 +1,232 @@
+"""Reporting agent for generating LLM-based risk assessments and synthesis reports."""
+
+import json
+
+import structlog
+from agents.base_agent import BaseAgent
+from agents.model_manager import ModelManager
+from agents.prompt_manager import PromptManager
+from agents.schemas import ReportSynthesisResponse
+from common.db import get_postgres_connection_str
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+from pydantic_ai import Agent
+from pydantic_ai.settings import ModelSettings
+
+logger = structlog.get_logger(__name__)
+
+
+class ReportingAgent(BaseAgent):
+    """Agent for generating LLM-based risk assessments and synthesis reports."""
+
+    def __init__(self):
+        super().__init__()
+        self.prompt_manager = PromptManager(get_postgres_connection_str())
+        self.name = "Report Generator"
+        self.description = "Generates comprehensive risk assessment reports based on compromise data"
+        self.agent_type = "llm_based"
+        self.has_prompt = True
+        self.llm_temperature = 0.3
+        self.system_prompt = """You are a cybersecurity analyst specializing in compromise assessment and risk exposure analysis.
+You will receive statistical data about files and security findings from a compromised host or system.
+
+Your task is to analyze the data and answer: "If this host/system was compromised, what could an
+attacker have had access to and what would the risk/impact be?"
+
+Focus on:
+1. Verified findings (marked as true_positive by analysts or AI triage)
+2. Decrypted credentials and their potential impact
+3. Sensitive data exposure (PII, credentials, proprietary info)
+4. Attack surface based on file types and applications discovered
+
+DO NOT provide:
+- Remediation steps or recommendations
+- Comparison against security baselines
+- Compliance assessments
+- Temporal analysis or timeline-based patterns
+
+Provide your analysis in markdown format with these sections:
+
+## Executive Summary
+2-3 paragraphs summarizing the overall risk exposure and key concerns.
+
+## Risk Level Assessment
+Classify as High, Medium, or Low with clear justification based on the data.
+
+## Critical Findings
+List the most important security findings that represent the highest risk.
+
+## Credential Exposure Analysis
+Analyze what credentials were found, which are decrypted, and the potential impact.
+
+## Sensitive Data Exposure
+Analyze PII, sensitive documents, and other data that could be exploited.
+
+## Attack Surface Analysis
+Based on file types and applications, what attack surface exists and what could be targeted.
+
+Be concise, factual, and focus on risk impact rather than detection methods."""
+
+        self.postgres_connection_url = get_postgres_connection_str()
+
+    def get_prompt(self) -> str:
+        """Get the reporting prompt from database or use default."""
+        try:
+            prompt_data = self.prompt_manager.get_prompt(self.name)
+
+            if prompt_data:
+                return prompt_data["prompt"]
+            else:
+                logger.info("No prompt found in database, initializing with default", agent_name=self.name)
+                success = self.prompt_manager.save_prompt(self.name, self.system_prompt, self.description)
+                if success:
+                    logger.info("Default prompt saved to database", agent_name=self.name)
+                else:
+                    logger.debug(
+                        "Could not save default prompt to database (likely during startup)", agent_name=self.name
+                    )
+
+                return self.system_prompt
+
+        except Exception as e:
+            logger.warning("Error managing prompt, using default", agent_name=self.name, error=str(e))
+            return self.system_prompt
+
+    def execute(self, ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+        """Generate risk assessment report based on provided statistics."""
+        report_data = activity_input.get("report_data", {})
+        report_type = activity_input.get("report_type", "source")
+        source_name = activity_input.get("source_name", "Unknown")
+
+        logger.debug("reporting_agent started", report_type=report_type, source_name=source_name)
+
+        model = ModelManager.get_model()
+
+        if not model:
+            logger.warning("No model available from ModelManager")
+            return {"success": False, "error": "AI model not available for report synthesis"}
+
+        try:
+            # Get the current prompt from database or default
+            current_prompt = self.get_prompt()
+
+            agent = Agent(
+                model=model,
+                system_prompt=current_prompt,
+                output_type=ReportSynthesisResponse,
+                instrument=ModelManager.is_instrumentation_enabled(),
+                retries=3,
+                model_settings=ModelSettings(temperature=self.llm_temperature),
+            )
+
+            # Build the analysis prompt with the report data
+            if report_type == "source":
+                analysis_prompt = self._build_source_prompt(source_name, report_data)
+            else:
+                analysis_prompt = self._build_system_prompt(report_data)
+
+            # Estimate token count (rough estimate: 4 chars per token)
+            estimated_tokens = len(analysis_prompt) // 4
+            max_tokens = activity_input.get("max_tokens", 150000)
+
+            if estimated_tokens > max_tokens:
+                logger.warning(
+                    "Report data exceeds token limit, truncating",
+                    estimated_tokens=estimated_tokens,
+                    max_tokens=max_tokens,
+                )
+                # Truncate the prompt to fit within token limit
+                analysis_prompt = analysis_prompt[: max_tokens * 4]
+
+            result = agent.run_sync(analysis_prompt)
+
+            logger.debug(
+                "Report synthesis completed",
+                report_type=report_type,
+                source_name=source_name,
+                total_tokens=result.usage().total_tokens,
+                request_tokens=result.usage().request_tokens,
+                response_tokens=result.usage().response_tokens,
+            )
+
+            synthesis = result.output
+
+            return {
+                "success": True,
+                "risk_level": synthesis.risk_level,
+                "executive_summary": synthesis.executive_summary,
+                "critical_findings": synthesis.critical_findings,
+                "credential_exposure": synthesis.credential_exposure,
+                "sensitive_data_exposure": synthesis.sensitive_data_exposure,
+                "attack_surface": synthesis.attack_surface,
+                "full_report_markdown": synthesis.full_report_markdown,
+                "token_usage": result.usage().total_tokens,
+            }
+
+        except Exception as e:
+            logger.error("Report synthesis failed", report_type=report_type, source_name=source_name, error=str(e))
+            return {"success": False, "error": str(e)}
+
+    def _build_source_prompt(self, source_name: str, report_data: dict) -> str:
+        """Build analysis prompt for a source-specific report."""
+        prompt = f"""# Risk Assessment Request for Source: {source_name}
+
+Please analyze the following data and provide a comprehensive risk assessment.
+
+## Summary Statistics
+{json.dumps(report_data.get('summary', {}), indent=2)}
+
+## Risk Indicators
+{json.dumps(report_data.get('risk_indicators', {}), indent=2)}
+
+## Findings Analysis
+{json.dumps(report_data.get('findings_detail', {}), indent=2)}
+
+## Top Verified Findings
+"""
+        # Add top findings with details
+        top_findings = report_data.get("top_findings", [])
+        if top_findings:
+            for i, finding in enumerate(top_findings[:10], 1):
+                prompt += f"\n{i}. **{finding.get('finding_name', 'Unknown')}** (Severity: {finding.get('severity', 'N/A')})\n"
+                prompt += f"   - Category: {finding.get('category', 'N/A')}\n"
+                prompt += f"   - Triage: {finding.get('triage_state', 'untriaged')}\n"
+                prompt += f"   - File: {finding.get('file_path', 'N/A')}\n"
+        else:
+            prompt += "\nNo findings available.\n"
+
+        prompt += "\n\nBased on this data, provide your risk assessment focusing on what an attacker could access and the potential impact."
+
+        return prompt
+
+    def _build_system_prompt(self, report_data: dict) -> str:
+        """Build analysis prompt for a system-wide report."""
+        prompt = """# System-Wide Risk Assessment Request
+
+Please analyze the following system-wide data and provide a comprehensive risk assessment.
+
+## Overall Summary
+"""
+        prompt += json.dumps(report_data.get("summary", {}), indent=2)
+
+        prompt += "\n\n## Findings Breakdown\n"
+        prompt += f"By Category: {json.dumps(report_data.get('findings_by_category', {}), indent=2)}\n"
+        prompt += f"By Severity: {json.dumps(report_data.get('findings_by_severity', {}), indent=2)}\n"
+
+        prompt += "\n\n## Source Summary\n"
+        sources = report_data.get("sources", [])
+        if sources:
+            prompt += f"Total Sources: {len(sources)}\n\n"
+            for source in sources[:20]:  # Top 20 sources
+                prompt += f"- **{source.get('source', 'Unknown')}**: {source.get('file_count', 0)} files, {source.get('finding_count', 0)} findings ({source.get('verified_findings', 0)} verified)\n"
+        else:
+            prompt += "No sources available.\n"
+
+        prompt += "\n\nBased on this system-wide data, provide your risk assessment focusing on overall exposure and impact."
+
+        return prompt
+
+
+def generate_report(ctx: WorkflowActivityContext, activity_input: dict) -> dict:
+    """Wrapper function to maintain compatibility with existing workflow calls."""
+    agent = ReportingAgent()
+    return agent.execute(ctx, activity_input)
diff --git a/projects/frontend/src/App.jsx b/projects/frontend/src/App.jsx
index 6fb49ac..4b82aa5 100644
--- a/projects/frontend/src/App.jsx
+++ b/projects/frontend/src/App.jsx
@@ -1,6 +1,7 @@
 // src/App.jsx
 import { createClient } from 'graphql-ws';
 import {
+  BarChart2,
   Bot,
   ChevronLeft,
   ChevronRight,
@@ -43,6 +44,9 @@ import AgentsPage from './components/Agents/AgentsPage';
 import FileBrowser from './components/FileBrowser/FileBrowser';
 import Chromium from './components/Chromium/Chromium';
 import Dpapi from './components/Dpapi/Dpapi';
+import ReportingPage from './components/Reporting/ReportingPage';
+import SourceReportPage from './components/Reporting/SourceReportPage';
+import SystemReportPage from './components/Reporting/SystemReportPage';
 
 // Assets
 import logoDark from './img/nemesis_logo_dark.png';
@@ -189,7 +193,8 @@ const Sidebar = ({ onCollapse }) => {
     { id: 'dpapi', label: 'Dpapi', icon: Key, path: '/dpapi' },
     { id: 'search', label: 'Document Search', icon: Search, path: '/search' },
     { id: 'yara', label: 'Yara Rules', icon: FileSearch, path: '/yara-rules' },
-    { id: 'containers', label: 'Containers', icon: FileArchive, path: '/containers' }
+    { id: 'containers', label: 'Containers', icon: FileArchive, path: '/containers' },
+    { id: 'reporting', label: 'Reporting', icon: BarChart2, path: '/reporting' }
   ];
 
   // Add Agents tab if LiteLLM is available
@@ -365,6 +370,9 @@ const App = () => {
                       <Route path="/yara-rules" element={<YaraRulesManager />} />
                       <Route path="/containers" element={<Containers />} />
                       <Route path="/agents" element={<AgentsPage />} />
+                      <Route path="/reporting" element={<ReportingPage />} />
+                      <Route path="/reporting/source/:sourceName" element={<SourceReportPage />} />
+                      <Route path="/reporting/system" element={<SystemReportPage />} />
                       <Route path="/settings" element={<SettingsPage />} />
                       <Route path="/help" element={<HelpPage />} />
                     </Routes>
diff --git a/projects/frontend/src/components/Reporting/ReportingPage.jsx b/projects/frontend/src/components/Reporting/ReportingPage.jsx
new file mode 100644
index 0000000..91b09bc
--- /dev/null
+++ b/projects/frontend/src/components/Reporting/ReportingPage.jsx
@@ -0,0 +1,283 @@
+import React, { useEffect, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { BarChart2, FileText, Search, TrendingUp, AlertCircle, ArrowUpRight, Clock } from 'lucide-react';
+import LoadingSpinner from '@/components/shared/LoadingSpinner';
+
+const ReportingPage = () => {
+  const [sources, setSources] = useState([]);
+  const [systemStats, setSystemStats] = useState(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [searchTerm, setSearchTerm] = useState('');
+  const [sortField, setSortField] = useState('last_activity');
+  const [sortDirection, setSortDirection] = useState('desc');
+  const navigate = useNavigate();
+
+  useEffect(() => {
+    fetchData();
+  }, []);
+
+  const fetchData = async () => {
+    try {
+      setError(null);
+
+      // Fetch sources list and system stats in parallel
+      const [sourcesRes, systemRes] = await Promise.all([
+        fetch('/api/reports/sources'),
+        fetch('/api/reports/system')
+      ]);
+
+      if (!sourcesRes.ok || !systemRes.ok) {
+        throw new Error('Failed to fetch reporting data');
+      }
+
+      const sourcesData = await sourcesRes.json();
+      const systemData = await systemRes.json();
+
+      setSources(sourcesData);
+      setSystemStats(systemData);
+    } catch (err) {
+      console.error('Error fetching reporting data:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleSort = (field) => {
+    if (sortField === field) {
+      setSortDirection(sortDirection === 'asc' ? 'desc' : 'asc');
+    } else {
+      setSortField(field);
+      setSortDirection('desc');
+    }
+  };
+
+  const filteredSources = sources.filter(source =>
+    source.source.toLowerCase().includes(searchTerm.toLowerCase())
+  );
+
+  const sortedSources = [...filteredSources].sort((a, b) => {
+    let aVal = a[sortField];
+    let bVal = b[sortField];
+
+    // Handle null values
+    if (aVal === null) return 1;
+    if (bVal === null) return -1;
+
+    // Handle dates
+    if (sortField === 'last_activity') {
+      aVal = new Date(aVal);
+      bVal = new Date(bVal);
+    }
+
+    if (sortDirection === 'asc') {
+      return aVal > bVal ? 1 : -1;
+    } else {
+      return aVal < bVal ? 1 : -1;
+    }
+  });
+
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center h-screen">
+        <LoadingSpinner size="large" />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+        <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+        <span className="text-red-600 dark:text-red-400">Error loading reporting data: {error}</span>
+      </div>
+    );
+  }
+
+  return (
+    <div className="p-6 space-y-6">
+      {/* Header */}
+      <div className="flex justify-between items-center">
+        <div>
+          <h1 className="text-3xl font-bold text-gray-800 dark:text-white">Reporting & Risk Assessment</h1>
+          <p className="text-gray-600 dark:text-gray-400 mt-1">
+            Generate comprehensive reports and AI-powered risk assessments
+          </p>
+        </div>
+        <button
+          onClick={() => navigate('/reporting/system')}
+          className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg flex items-center space-x-2 transition-colors"
+        >
+          <BarChart2 className="w-5 h-5" />
+          <span>System-Wide Report</span>
+          <ArrowUpRight className="w-4 h-4" />
+        </button>
+      </div>
+
+      {/* System Overview Stats */}
+      {systemStats && (
+        <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
+          <div className="bg-white dark:bg-dark-secondary p-4 rounded-lg shadow">
+            <div className="flex items-center justify-between">
+              <div>
+                <p className="text-sm text-gray-600 dark:text-gray-400">Total Sources</p>
+                <p className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                  {systemStats.summary.total_sources.toLocaleString()}
+                </p>
+              </div>
+              <TrendingUp className="w-8 h-8 text-blue-500 dark:text-blue-400" />
+            </div>
+          </div>
+
+          <div className="bg-white dark:bg-dark-secondary p-4 rounded-lg shadow">
+            <div className="flex items-center justify-between">
+              <div>
+                <p className="text-sm text-gray-600 dark:text-gray-400">Total Files</p>
+                <p className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                  {systemStats.summary.total_files.toLocaleString()}
+                </p>
+              </div>
+              <FileText className="w-8 h-8 text-blue-500 dark:text-blue-400" />
+            </div>
+          </div>
+
+          <div className="bg-white dark:bg-dark-secondary p-4 rounded-lg shadow">
+            <div className="flex items-center justify-between">
+              <div>
+                <p className="text-sm text-gray-600 dark:text-gray-400">Total Findings</p>
+                <p className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                  {systemStats.summary.total_findings.toLocaleString()}
+                </p>
+              </div>
+              <AlertCircle className="w-8 h-8 text-blue-500 dark:text-blue-400" />
+            </div>
+          </div>
+
+          <div className="bg-white dark:bg-dark-secondary p-4 rounded-lg shadow">
+            <div className="flex items-center justify-between">
+              <div>
+                <p className="text-sm text-gray-600 dark:text-gray-400">Verified Findings</p>
+                <p className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+                  {systemStats.summary.verified_true_positives.toLocaleString()}
+                </p>
+              </div>
+              <BarChart2 className="w-8 h-8 text-blue-500 dark:text-blue-400" />
+            </div>
+          </div>
+        </div>
+      )}
+
+      {/* Sources Table */}
+      <div className="bg-white dark:bg-dark-secondary rounded-lg shadow">
+        <div className="p-4 border-b dark:border-gray-700">
+          <div className="flex items-center justify-between">
+            <h2 className="text-xl font-semibold text-gray-800 dark:text-gray-200">Sources</h2>
+            <div className="flex items-center space-x-2">
+              <Search className="w-5 h-5 text-gray-400" />
+              <input
+                type="text"
+                placeholder="Search sources..."
+                value={searchTerm}
+                onChange={(e) => setSearchTerm(e.target.value)}
+                className="px-3 py-2 border dark:border-gray-600 rounded-lg bg-white dark:bg-dark-primary text-gray-800 dark:text-gray-200 focus:outline-none focus:ring-2 focus:ring-blue-500"
+              />
+            </div>
+          </div>
+        </div>
+
+        <div className="overflow-x-auto">
+          <table className="w-full">
+            <thead className="bg-gray-50 dark:bg-gray-800 border-b dark:border-gray-700">
+              <tr>
+                <th
+                  className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700"
+                  onClick={() => handleSort('source')}
+                >
+                  Source {sortField === 'source' && (sortDirection === 'asc' ? '↑' : '↓')}
+                </th>
+                <th
+                  className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700"
+                  onClick={() => handleSort('file_count')}
+                >
+                  Files {sortField === 'file_count' && (sortDirection === 'asc' ? '↑' : '↓')}
+                </th>
+                <th
+                  className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700"
+                  onClick={() => handleSort('finding_count')}
+                >
+                  Findings {sortField === 'finding_count' && (sortDirection === 'asc' ? '↑' : '↓')}
+                </th>
+                <th
+                  className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700"
+                  onClick={() => handleSort('verified_findings')}
+                >
+                  Verified {sortField === 'verified_findings' && (sortDirection === 'asc' ? '↑' : '↓')}
+                </th>
+                <th
+                  className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider cursor-pointer hover:bg-gray-100 dark:hover:bg-gray-700"
+                  onClick={() => handleSort('last_activity')}
+                >
+                  Last Activity {sortField === 'last_activity' && (sortDirection === 'asc' ? '↑' : '↓')}
+                </th>
+                <th className="px-4 py-3 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase tracking-wider">
+                  Actions
+                </th>
+              </tr>
+            </thead>
+            <tbody className="divide-y dark:divide-gray-700">
+              {sortedSources.map((source) => (
+                <tr
+                  key={source.source}
+                  className="hover:bg-gray-50 dark:hover:bg-gray-800 transition-colors"
+                >
+                  <td className="px-4 py-3 text-sm font-medium text-gray-800 dark:text-gray-200">
+                    {source.source}
+                  </td>
+                  <td className="px-4 py-3 text-sm text-gray-600 dark:text-gray-400">
+                    {source.file_count.toLocaleString()}
+                  </td>
+                  <td className="px-4 py-3 text-sm text-gray-600 dark:text-gray-400">
+                    {source.finding_count.toLocaleString()}
+                  </td>
+                  <td className="px-4 py-3 text-sm">
+                    <span className={`font-medium ${source.verified_findings > 0 ? 'text-red-600 dark:text-red-400' : 'text-gray-600 dark:text-gray-400'}`}>
+                      {source.verified_findings.toLocaleString()}
+                    </span>
+                  </td>
+                  <td className="px-4 py-3 text-sm text-gray-600 dark:text-gray-400">
+                    {source.last_activity ? (
+                      <div className="flex items-center space-x-1">
+                        <Clock className="w-4 h-4" />
+                        <span>{new Date(source.last_activity).toLocaleString()}</span>
+                      </div>
+                    ) : (
+                      'N/A'
+                    )}
+                  </td>
+                  <td className="px-4 py-3 text-sm">
+                    <button
+                      onClick={() => navigate(`/reporting/source/${encodeURIComponent(source.source)}`)}
+                      className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 flex items-center space-x-1"
+                    >
+                      <span>View Report</span>
+                      <ArrowUpRight className="w-4 h-4" />
+                    </button>
+                  </td>
+                </tr>
+              ))}
+            </tbody>
+          </table>
+
+          {sortedSources.length === 0 && (
+            <div className="text-center py-12 text-gray-500 dark:text-gray-400">
+              {searchTerm ? 'No sources match your search' : 'No sources available'}
+            </div>
+          )}
+        </div>
+      </div>
+    </div>
+  );
+};
+
+export default ReportingPage;
diff --git a/projects/frontend/src/components/Reporting/SourceReportPage.jsx b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
new file mode 100644
index 0000000..88d08a2
--- /dev/null
+++ b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
@@ -0,0 +1,511 @@
+import React, { useEffect, useState } from 'react';
+import { useParams, useNavigate } from 'react-router-dom';
+import {
+  AlertCircle,
+  ArrowLeft,
+  BarChart2,
+  CheckCircle,
+  Clock,
+  Download,
+  Eye,
+  FileText,
+  Layers,
+  Search,
+  Sparkles,
+  X,
+  AlertTriangle,
+  FileArchive,
+  Server
+} from 'lucide-react';
+import {
+  BarChart,
+  Bar,
+  PieChart,
+  Pie,
+  Cell,
+  XAxis,
+  YAxis,
+  CartesianGrid,
+  Tooltip as RechartsTooltip,
+  ResponsiveContainer,
+  Legend
+} from 'recharts';
+import LoadingSpinner from '@/components/shared/LoadingSpinner';
+import MarkdownRenderer from '@/components/shared/MarkdownRenderer';
+
+const COLORS = ['#3B82F6', '#10B981', '#F59E0B', '#EF4444', '#8B5CF6', '#EC4899'];
+
+const StatCard = ({ title, value, icon: Icon, onClick, className = '' }) => {
+  return (
+    <div
+      className={`bg-white dark:bg-dark-secondary p-4 rounded-lg shadow-md transition-colors ${onClick ? 'cursor-pointer hover:bg-gray-50 dark:hover:bg-gray-800' : ''} ${className}`}
+      onClick={onClick}
+    >
+      <div className="flex flex-col justify-between h-full">
+        <div className="flex items-start justify-between mb-2">
+          <h3 className="text-sm font-medium text-gray-600 dark:text-gray-400">{title}</h3>
+          {Icon && <Icon className="h-5 w-5 text-blue-500 dark:text-blue-400" />}
+        </div>
+        <p className="text-2xl font-bold text-blue-600 dark:text-blue-400">
+          {typeof value === 'number' ? value.toLocaleString() : value}
+        </p>
+      </div>
+    </div>
+  );
+};
+
+const DashboardSection = ({ title, children, action }) => (
+  <div className="bg-gray-50 dark:bg-gray-900 p-4 rounded-lg shadow border border-gray-200 dark:border-gray-800">
+    <div className="flex justify-between items-center mb-4">
+      <h2 className="text-lg font-semibold text-gray-800 dark:text-gray-200">{title}</h2>
+      {action}
+    </div>
+    {children}
+  </div>
+);
+
+const SourceReportPage = () => {
+  const { sourceName } = useParams();
+  const navigate = useNavigate();
+  const [report, setReport] = useState(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [llmReport, setLlmReport] = useState(null);
+  const [llmLoading, setLlmLoading] = useState(false);
+  const [llmError, setLlmError] = useState(null);
+
+  useEffect(() => {
+    fetchReport();
+  }, [sourceName]);
+
+  const fetchReport = async () => {
+    try {
+      setError(null);
+      setLoading(true);
+
+      const response = await fetch(`/api/reports/source?source=${encodeURIComponent(sourceName)}`);
+
+      if (!response.ok) {
+        throw new Error(`Failed to fetch report: ${response.status}`);
+      }
+
+      const data = await response.json();
+      setReport(data);
+    } catch (err) {
+      console.error('Error fetching report:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleGenerateAIReport = async () => {
+    try {
+      setLlmError(null);
+      setLlmLoading(true);
+
+      const response = await fetch(`/api/reports/source/synthesize?source=${encodeURIComponent(sourceName)}`, {
+        method: 'POST'
+      });
+
+      if (!response.ok) {
+        throw new Error(`Failed to generate AI report: ${response.status}`);
+      }
+
+      const data = await response.json();
+
+      if (!data.success) {
+        throw new Error(data.error || 'AI synthesis failed');
+      }
+
+      setLlmReport(data);
+    } catch (err) {
+      console.error('Error generating AI report:', err);
+      setLlmError(err.message);
+    } finally {
+      setLlmLoading(false);
+    }
+  };
+
+  const handleDownloadPDF = async () => {
+    try {
+      const response = await fetch(`/api/reports/source/pdf?source=${encodeURIComponent(sourceName)}`);
+
+      if (!response.ok) {
+        throw new Error(`Failed to generate PDF: ${response.status}`);
+      }
+
+      // Get filename from Content-Disposition header or use default
+      const contentDisposition = response.headers.get('Content-Disposition');
+      let filename = `nemesis_source_report_${sourceName}.pdf`;
+      if (contentDisposition) {
+        const filenameMatch = contentDisposition.match(/filename="([^"]+)"/i) || contentDisposition.match(/filename=([^;]+)/i);
+        if (filenameMatch) {
+          filename = filenameMatch[1].trim();
+        }
+      }
+
+      // Download the PDF
+      const blob = await response.blob();
+      const url = window.URL.createObjectURL(blob);
+      const a = document.createElement('a');
+      a.href = url;
+      a.download = filename;
+      document.body.appendChild(a);
+      a.click();
+      window.URL.revokeObjectURL(url);
+      document.body.removeChild(a);
+    } catch (err) {
+      console.error('Error downloading PDF:', err);
+      alert(`Failed to download PDF: ${err.message}`);
+    }
+  };
+
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center h-screen">
+        <LoadingSpinner size="large" />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="p-6">
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <span className="text-red-600 dark:text-red-400">Error loading report: {error}</span>
+        </div>
+      </div>
+    );
+  }
+
+  if (!report) {
+    return null;
+  }
+
+  // Prepare chart data
+  const findingsByCategoryData = Object.entries(report.findings_detail.by_category || {}).map(([name, value]) => ({
+    name,
+    value
+  }));
+
+  const findingsBySeverityData = Object.entries(report.findings_detail.by_severity || {}).map(([name, value]) => ({
+    name: name.charAt(0).toUpperCase() + name.slice(1),
+    value
+  }));
+
+  const triageBreakdownData = Object.entries(report.findings_detail.triage_breakdown || {}).map(([name, value]) => ({
+    name: name.split('_').map(w => w.charAt(0).toUpperCase() + w.slice(1)).join(' '),
+    value
+  }));
+
+  return (
+    <div className="p-6 space-y-6">
+      {/* Header */}
+      <div className="flex items-center justify-between">
+        <div className="flex items-center space-x-4">
+          <button
+            onClick={() => navigate('/reporting')}
+            className="p-2 hover:bg-gray-100 dark:hover:bg-gray-800 rounded-lg transition-colors"
+          >
+            <ArrowLeft className="w-5 h-5 text-gray-600 dark:text-gray-400" />
+          </button>
+          <div>
+            <h1 className="text-3xl font-bold text-gray-800 dark:text-white">Source Report</h1>
+            <p className="text-gray-600 dark:text-gray-400 mt-1">{sourceName}</p>
+          </div>
+        </div>
+        <div className="flex items-center space-x-2">
+          <button
+            onClick={handleGenerateAIReport}
+            disabled={llmLoading}
+            className="px-4 py-2 bg-purple-600 hover:bg-purple-700 disabled:bg-gray-400 text-white rounded-lg flex items-center space-x-2 transition-colors"
+          >
+            {llmLoading ? (
+              <>
+                <LoadingSpinner size="small" />
+                <span>Generating...</span>
+              </>
+            ) : (
+              <>
+                <Sparkles className="w-5 h-5" />
+                <span>Generate AI Risk Assessment</span>
+              </>
+            )}
+          </button>
+          <button
+            onClick={handleDownloadPDF}
+            className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg flex items-center space-x-2 transition-colors"
+          >
+            <Download className="w-5 h-5" />
+            <span>Download PDF</span>
+          </button>
+        </div>
+      </div>
+
+      {/* Summary Stats */}
+      <DashboardSection title="Summary Statistics">
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+          <StatCard
+            title="Total Files"
+            value={report.summary.total_files}
+            icon={FileText}
+          />
+          <StatCard
+            title="Unique Extensions"
+            value={report.summary.unique_extensions}
+            icon={Layers}
+          />
+          <StatCard
+            title="Total Findings"
+            value={report.summary.total_findings}
+            icon={Search}
+          />
+          <StatCard
+            title="Verified True Positives"
+            value={report.summary.verified_true_positives}
+            icon={CheckCircle}
+            className={report.summary.verified_true_positives > 0 ? 'border-2 border-red-500' : ''}
+          />
+        </div>
+
+        <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mt-4">
+          <StatCard
+            title="False Positives"
+            value={report.summary.verified_false_positives}
+            icon={X}
+          />
+          <StatCard
+            title="Needs Review"
+            value={report.summary.needs_review_findings}
+            icon={Clock}
+          />
+          <StatCard
+            title="Untriaged"
+            value={report.summary.untriaged_findings}
+            icon={AlertTriangle}
+          />
+          <StatCard
+            title="Size (MB)"
+            value={((report.summary.total_size_bytes || 0) / 1024 / 1024).toFixed(2)}
+            icon={FileArchive}
+          />
+        </div>
+      </DashboardSection>
+
+      {/* Risk Indicators */}
+      <DashboardSection title="Risk Indicators">
+        <div className="space-y-4">
+          <div>
+            <h3 className="text-md font-semibold text-gray-700 dark:text-gray-300 mb-2">Credentials</h3>
+            <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
+              <StatCard
+                title="Chromium Logins"
+                value={report.risk_indicators.credentials.chromium_logins}
+                icon={Server}
+              />
+              <StatCard
+                title="Logins Decrypted"
+                value={report.risk_indicators.credentials.chromium_logins_decrypted}
+                icon={CheckCircle}
+                className={report.risk_indicators.credentials.chromium_logins_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+              />
+              <StatCard
+                title="Chromium Cookies"
+                value={report.risk_indicators.credentials.chromium_cookies}
+                icon={Server}
+              />
+              <StatCard
+                title="Cookies Decrypted"
+                value={report.risk_indicators.credentials.chromium_cookies_decrypted}
+                icon={CheckCircle}
+                className={report.risk_indicators.credentials.chromium_cookies_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+              />
+            </div>
+            <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mt-4">
+              <StatCard
+                title="DPAPI Masterkeys"
+                value={report.risk_indicators.credentials.dpapi_masterkeys}
+                icon={Server}
+              />
+              <StatCard
+                title="Masterkeys Decrypted"
+                value={report.risk_indicators.credentials.dpapi_masterkeys_decrypted}
+                icon={CheckCircle}
+                className={report.risk_indicators.credentials.dpapi_masterkeys_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+              />
+              <StatCard
+                title="NoseyParker Findings"
+                value={report.risk_indicators.credentials.noseyparker_findings}
+                icon={Search}
+                className={report.risk_indicators.credentials.noseyparker_findings > 0 ? 'border-2 border-red-500' : ''}
+              />
+              <StatCard
+                title="YARA Matches"
+                value={report.risk_indicators.sensitive_data.yara_matches}
+                icon={FileText}
+              />
+            </div>
+          </div>
+        </div>
+      </DashboardSection>
+
+      {/* Charts */}
+      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
+        {/* Findings by Category */}
+        {findingsByCategoryData.length > 0 && (
+          <DashboardSection title="Findings by Category">
+            <div className="h-64">
+              <ResponsiveContainer width="100%" height="100%">
+                <PieChart>
+                  <Pie
+                    data={findingsByCategoryData}
+                    cx="50%"
+                    cy="50%"
+                    labelLine={false}
+                    label={({ name, percent }) => `${name} (${(percent * 100).toFixed(0)}%)`}
+                    outerRadius={80}
+                    fill="#8884d8"
+                    dataKey="value"
+                  >
+                    {findingsByCategoryData.map((entry, index) => (
+                      <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
+                    ))}
+                  </Pie>
+                  <RechartsTooltip />
+                </PieChart>
+              </ResponsiveContainer>
+            </div>
+          </DashboardSection>
+        )}
+
+        {/* Findings by Severity */}
+        {findingsBySeverityData.length > 0 && (
+          <DashboardSection title="Findings by Severity">
+            <div className="h-64">
+              <ResponsiveContainer width="100%" height="100%">
+                <BarChart data={findingsBySeverityData}>
+                  <CartesianGrid strokeDasharray="3 3" stroke="#374151" />
+                  <XAxis dataKey="name" tick={{ fontSize: 12 }} stroke="#6B7280" />
+                  <YAxis tick={{ fontSize: 12 }} stroke="#6B7280" />
+                  <RechartsTooltip />
+                  <Bar dataKey="value" fill="#3B82F6" radius={[4, 4, 0, 0]} />
+                </BarChart>
+              </ResponsiveContainer>
+            </div>
+          </DashboardSection>
+        )}
+      </div>
+
+      {/* Triage Breakdown */}
+      {triageBreakdownData.length > 0 && (
+        <DashboardSection title="Triage Status">
+          <div className="h-64">
+            <ResponsiveContainer width="100%" height="100%">
+              <BarChart data={triageBreakdownData}>
+                <CartesianGrid strokeDasharray="3 3" stroke="#374151" />
+                <XAxis dataKey="name" tick={{ fontSize: 12 }} stroke="#6B7280" />
+                <YAxis tick={{ fontSize: 12 }} stroke="#6B7280" />
+                <RechartsTooltip />
+                <Bar dataKey="value" fill="#10B981" radius={[4, 4, 0, 0]} />
+              </BarChart>
+            </ResponsiveContainer>
+          </div>
+        </DashboardSection>
+      )}
+
+      {/* Top Findings */}
+      {report.top_findings && report.top_findings.length > 0 && (
+        <DashboardSection title="Top Findings">
+          <div className="overflow-x-auto">
+            <table className="w-full">
+              <thead className="bg-gray-100 dark:bg-gray-800">
+                <tr>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Finding</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Category</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Severity</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Triage</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">File Path</th>
+                </tr>
+              </thead>
+              <tbody className="divide-y dark:divide-gray-700">
+                {report.top_findings.slice(0, 10).map((finding) => (
+                  <tr key={finding.finding_id} className="hover:bg-gray-50 dark:hover:bg-gray-800">
+                    <td className="px-4 py-2 text-sm text-gray-800 dark:text-gray-200">{finding.finding_name}</td>
+                    <td className="px-4 py-2 text-sm text-gray-600 dark:text-gray-400">{finding.category}</td>
+                    <td className="px-4 py-2 text-sm">
+                      <span className={`px-2 py-1 rounded text-xs font-medium ${
+                        finding.severity >= 3 ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
+                        finding.severity === 2 ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
+                        'bg-gray-100 text-gray-800 dark:bg-gray-800 dark:text-gray-400'
+                      }`}>
+                        {finding.severity >= 3 ? 'High' : finding.severity === 2 ? 'Medium' : 'Low'}
+                      </span>
+                    </td>
+                    <td className="px-4 py-2 text-sm">
+                      <span className={`px-2 py-1 rounded text-xs font-medium ${
+                        finding.triage_state === 'true_positive' ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
+                        finding.triage_state === 'false_positive' ? 'bg-green-100 text-green-800 dark:bg-green-900/30 dark:text-green-400' :
+                        finding.triage_state === 'needs_review' ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
+                        'bg-gray-100 text-gray-800 dark:bg-gray-800 dark:text-gray-400'
+                      }`}>
+                        {finding.triage_state || 'Untriaged'}
+                      </span>
+                    </td>
+                    <td className="px-4 py-2 text-sm text-gray-600 dark:text-gray-400 truncate max-w-md" title={finding.file_path}>
+                      {finding.file_path}
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </DashboardSection>
+      )}
+
+      {/* AI Risk Assessment Section */}
+      {llmError && (
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <span className="text-red-600 dark:text-red-400">AI synthesis error: {llmError}</span>
+        </div>
+      )}
+
+      {llmReport && (
+        <DashboardSection
+          title="AI-Generated Risk Assessment"
+          action={
+            <div className="flex items-center space-x-2">
+              <span className="text-xs text-gray-500 dark:text-gray-400">
+                Tokens: {llmReport.token_usage?.toLocaleString()}
+              </span>
+              <span className={`px-2 py-1 rounded text-xs font-medium ${
+                llmReport.risk_level === 'high' ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
+                llmReport.risk_level === 'medium' ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
+                'bg-green-100 text-green-800 dark:bg-green-900/30 dark:text-green-400'
+              }`}>
+                Risk: {llmReport.risk_level?.toUpperCase()}
+              </span>
+            </div>
+          }
+        >
+          <div className="bg-yellow-50 dark:bg-yellow-900/20 border border-yellow-200 dark:border-yellow-800 rounded-lg p-3 mb-4">
+            <div className="flex items-start space-x-2">
+              <AlertCircle className="w-5 h-5 text-yellow-600 dark:text-yellow-400 flex-shrink-0 mt-0.5" />
+              <div className="text-sm text-yellow-800 dark:text-yellow-200">
+                <strong>Note:</strong> AI reports are regenerated each time (not cached). Token limit: 150k tokens.
+              </div>
+            </div>
+          </div>
+
+          <div className="prose dark:prose-invert max-w-none">
+            <MarkdownRenderer content={llmReport.report_markdown} />
+          </div>
+        </DashboardSection>
+      )}
+    </div>
+  );
+};
+
+export default SourceReportPage;
diff --git a/projects/frontend/src/components/Reporting/SystemReportPage.jsx b/projects/frontend/src/components/Reporting/SystemReportPage.jsx
new file mode 100644
index 0000000..629ab9e
--- /dev/null
+++ b/projects/frontend/src/components/Reporting/SystemReportPage.jsx
@@ -0,0 +1,370 @@
+import React, { useEffect, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import {
+  AlertCircle,
+  ArrowLeft,
+  Download,
+  Sparkles,
+  ArrowUpRight
+} from 'lucide-react';
+import {
+  BarChart,
+  Bar,
+  PieChart,
+  Pie,
+  Cell,
+  XAxis,
+  YAxis,
+  CartesianGrid,
+  Tooltip as RechartsTooltip,
+  ResponsiveContainer
+} from 'recharts';
+import LoadingSpinner from '@/components/shared/LoadingSpinner';
+import MarkdownRenderer from '@/components/shared/MarkdownRenderer';
+
+const COLORS = ['#3B82F6', '#10B981', '#F59E0B', '#EF4444', '#8B5CF6', '#EC4899'];
+
+const DashboardSection = ({ title, children, action }) => (
+  <div className="bg-gray-50 dark:bg-gray-900 p-4 rounded-lg shadow border border-gray-200 dark:border-gray-800">
+    <div className="flex justify-between items-center mb-4">
+      <h2 className="text-lg font-semibold text-gray-800 dark:text-gray-200">{title}</h2>
+      {action}
+    </div>
+    {children}
+  </div>
+);
+
+const SystemReportPage = () => {
+  const navigate = useNavigate();
+  const [report, setReport] = useState(null);
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+  const [llmReport, setLlmReport] = useState(null);
+  const [llmLoading, setLlmLoading] = useState(false);
+  const [llmError, setLlmError] = useState(null);
+
+  useEffect(() => {
+    fetchReport();
+  }, []);
+
+  const fetchReport = async () => {
+    try {
+      setError(null);
+      setLoading(true);
+
+      const response = await fetch('/api/reports/system');
+
+      if (!response.ok) {
+        throw new Error(`Failed to fetch report: ${response.status}`);
+      }
+
+      const data = await response.json();
+      setReport(data);
+    } catch (err) {
+      console.error('Error fetching report:', err);
+      setError(err.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  const handleGenerateAIReport = async () => {
+    try {
+      setLlmError(null);
+      setLlmLoading(true);
+
+      const response = await fetch('/api/reports/system/synthesize', {
+        method: 'POST'
+      });
+
+      if (!response.ok) {
+        throw new Error(`Failed to generate AI report: ${response.status}`);
+      }
+
+      const data = await response.json();
+
+      if (!data.success) {
+        throw new Error(data.error || 'AI synthesis failed');
+      }
+
+      setLlmReport(data);
+    } catch (err) {
+      console.error('Error generating AI report:', err);
+      setLlmError(err.message);
+    } finally {
+      setLlmLoading(false);
+    }
+  };
+
+  const handleDownloadPDF = async () => {
+    try {
+      const response = await fetch('/api/reports/system/pdf');
+
+      if (!response.ok) {
+        throw new Error(`Failed to generate PDF: ${response.status}`);
+      }
+
+      // Get filename from Content-Disposition header or use default
+      const contentDisposition = response.headers.get('Content-Disposition');
+      let filename = 'nemesis_system_report.pdf';
+      if (contentDisposition) {
+        const filenameMatch = contentDisposition.match(/filename="([^"]+)"/i) || contentDisposition.match(/filename=([^;]+)/i);
+        if (filenameMatch) {
+          filename = filenameMatch[1].trim();
+        }
+      }
+
+      // Download the PDF
+      const blob = await response.blob();
+      const url = window.URL.createObjectURL(blob);
+      const a = document.createElement('a');
+      a.href = url;
+      a.download = filename;
+      document.body.appendChild(a);
+      a.click();
+      window.URL.revokeObjectURL(url);
+      document.body.removeChild(a);
+    } catch (err) {
+      console.error('Error downloading PDF:', err);
+      alert(`Failed to download PDF: ${err.message}`);
+    }
+  };
+
+  if (loading) {
+    return (
+      <div className="flex items-center justify-center h-screen">
+        <LoadingSpinner size="large" />
+      </div>
+    );
+  }
+
+  if (error) {
+    return (
+      <div className="p-6">
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <span className="text-red-600 dark:text-red-400">Error loading report: {error}</span>
+        </div>
+      </div>
+    );
+  }
+
+  if (!report) {
+    return null;
+  }
+
+  // Prepare chart data
+  const findingsByCategoryData = Object.entries(report.findings_by_category || {}).map(([name, value]) => ({
+    name,
+    value
+  }));
+
+  const findingsBySeverityData = Object.entries(report.findings_by_severity || {}).map(([name, value]) => ({
+    name: name.charAt(0).toUpperCase() + name.slice(1),
+    value
+  }));
+
+  return (
+    <div className="p-6 space-y-6">
+      {/* Header */}
+      <div className="flex items-center justify-between">
+        <div className="flex items-center space-x-4">
+          <button
+            onClick={() => navigate('/reporting')}
+            className="p-2 hover:bg-gray-100 dark:hover:bg-gray-800 rounded-lg transition-colors"
+          >
+            <ArrowLeft className="w-5 h-5 text-gray-600 dark:text-gray-400" />
+          </button>
+          <div>
+            <h1 className="text-3xl font-bold text-gray-800 dark:text-white">System-Wide Report</h1>
+            <p className="text-gray-600 dark:text-gray-400 mt-1">Comprehensive analysis across all sources</p>
+          </div>
+        </div>
+        <div className="flex items-center space-x-2">
+          <button
+            onClick={handleGenerateAIReport}
+            disabled={llmLoading}
+            className="px-4 py-2 bg-purple-600 hover:bg-purple-700 disabled:bg-gray-400 text-white rounded-lg flex items-center space-x-2 transition-colors"
+          >
+            {llmLoading ? (
+              <>
+                <LoadingSpinner size="small" />
+                <span>Generating...</span>
+              </>
+            ) : (
+              <>
+                <Sparkles className="w-5 h-5" />
+                <span>Generate AI Risk Assessment</span>
+              </>
+            )}
+          </button>
+          <button
+            onClick={handleDownloadPDF}
+            className="px-4 py-2 bg-blue-600 hover:bg-blue-700 text-white rounded-lg flex items-center space-x-2 transition-colors"
+          >
+            <Download className="w-5 h-5" />
+            <span>Download PDF</span>
+          </button>
+        </div>
+      </div>
+
+      {/* Summary Stats */}
+      <div className="grid grid-cols-1 md:grid-cols-4 gap-4">
+        <div className="bg-white dark:bg-dark-secondary p-6 rounded-lg shadow">
+          <h3 className="text-sm font-medium text-gray-600 dark:text-gray-400 mb-2">Total Sources</h3>
+          <p className="text-3xl font-bold text-blue-600 dark:text-blue-400">
+            {report.summary.total_sources.toLocaleString()}
+          </p>
+        </div>
+        <div className="bg-white dark:bg-dark-secondary p-6 rounded-lg shadow">
+          <h3 className="text-sm font-medium text-gray-600 dark:text-gray-400 mb-2">Total Files</h3>
+          <p className="text-3xl font-bold text-blue-600 dark:text-blue-400">
+            {report.summary.total_files.toLocaleString()}
+          </p>
+        </div>
+        <div className="bg-white dark:bg-dark-secondary p-6 rounded-lg shadow">
+          <h3 className="text-sm font-medium text-gray-600 dark:text-gray-400 mb-2">Total Findings</h3>
+          <p className="text-3xl font-bold text-blue-600 dark:text-blue-400">
+            {report.summary.total_findings.toLocaleString()}
+          </p>
+        </div>
+        <div className="bg-white dark:bg-dark-secondary p-6 rounded-lg shadow border-2 border-red-500">
+          <h3 className="text-sm font-medium text-gray-600 dark:text-gray-400 mb-2">Verified True Positives</h3>
+          <p className="text-3xl font-bold text-red-600 dark:text-red-400">
+            {report.summary.verified_true_positives.toLocaleString()}
+          </p>
+        </div>
+      </div>
+
+      {/* Charts */}
+      <div className="grid grid-cols-1 lg:grid-cols-2 gap-6">
+        {findingsByCategoryData.length > 0 && (
+          <DashboardSection title="Findings by Category">
+            <div className="h-80">
+              <ResponsiveContainer width="100%" height="100%">
+                <PieChart>
+                  <Pie
+                    data={findingsByCategoryData}
+                    cx="50%"
+                    cy="50%"
+                    labelLine={false}
+                    label={({ name, percent }) => `${name} (${(percent * 100).toFixed(0)}%)`}
+                    outerRadius={100}
+                    fill="#8884d8"
+                    dataKey="value"
+                  >
+                    {findingsByCategoryData.map((entry, index) => (
+                      <Cell key={`cell-${index}`} fill={COLORS[index % COLORS.length]} />
+                    ))}
+                  </Pie>
+                  <RechartsTooltip />
+                </PieChart>
+              </ResponsiveContainer>
+            </div>
+          </DashboardSection>
+        )}
+
+        {findingsBySeverityData.length > 0 && (
+          <DashboardSection title="Findings by Severity">
+            <div className="h-80">
+              <ResponsiveContainer width="100%" height="100%">
+                <BarChart data={findingsBySeverityData}>
+                  <CartesianGrid strokeDasharray="3 3" stroke="#374151" />
+                  <XAxis dataKey="name" tick={{ fontSize: 12 }} stroke="#6B7280" />
+                  <YAxis tick={{ fontSize: 12 }} stroke="#6B7280" />
+                  <RechartsTooltip />
+                  <Bar dataKey="value" fill="#3B82F6" radius={[4, 4, 0, 0]} />
+                </BarChart>
+              </ResponsiveContainer>
+            </div>
+          </DashboardSection>
+        )}
+      </div>
+
+      {/* Top Sources */}
+      {report.sources && report.sources.length > 0 && (
+        <DashboardSection title="Top Sources by Activity">
+          <div className="overflow-x-auto">
+            <table className="w-full">
+              <thead className="bg-gray-100 dark:bg-gray-800">
+                <tr>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Source</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Files</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Findings</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Verified</th>
+                  <th className="px-4 py-2 text-left text-xs font-medium text-gray-500 dark:text-gray-400 uppercase">Actions</th>
+                </tr>
+              </thead>
+              <tbody className="divide-y dark:divide-gray-700">
+                {report.sources.slice(0, 20).map((source) => (
+                  <tr key={source.source} className="hover:bg-gray-50 dark:hover:bg-gray-800">
+                    <td className="px-4 py-2 text-sm font-medium text-gray-800 dark:text-gray-200">{source.source}</td>
+                    <td className="px-4 py-2 text-sm text-gray-600 dark:text-gray-400">{source.file_count.toLocaleString()}</td>
+                    <td className="px-4 py-2 text-sm text-gray-600 dark:text-gray-400">{source.finding_count.toLocaleString()}</td>
+                    <td className="px-4 py-2 text-sm">
+                      <span className={source.verified_findings > 0 ? 'font-medium text-red-600 dark:text-red-400' : 'text-gray-600 dark:text-gray-400'}>
+                        {source.verified_findings.toLocaleString()}
+                      </span>
+                    </td>
+                    <td className="px-4 py-2 text-sm">
+                      <button
+                        onClick={() => navigate(`/reporting/source/${encodeURIComponent(source.source)}`)}
+                        className="text-blue-600 dark:text-blue-400 hover:text-blue-800 dark:hover:text-blue-300 flex items-center space-x-1"
+                      >
+                        <span>View Report</span>
+                        <ArrowUpRight className="w-4 h-4" />
+                      </button>
+                    </td>
+                  </tr>
+                ))}
+              </tbody>
+            </table>
+          </div>
+        </DashboardSection>
+      )}
+
+      {/* AI Risk Assessment Section */}
+      {llmError && (
+        <div className="p-4 bg-red-50 dark:bg-red-900/20 rounded-lg flex items-center space-x-2">
+          <AlertCircle className="w-5 h-5 text-red-500 dark:text-red-400" />
+          <span className="text-red-600 dark:text-red-400">AI synthesis error: {llmError}</span>
+        </div>
+      )}
+
+      {llmReport && (
+        <DashboardSection
+          title="AI-Generated System Risk Assessment"
+          action={
+            <div className="flex items-center space-x-2">
+              <span className="text-xs text-gray-500 dark:text-gray-400">
+                Tokens: {llmReport.token_usage?.toLocaleString()}
+              </span>
+              <span className={`px-2 py-1 rounded text-xs font-medium ${
+                llmReport.risk_level === 'high' ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
+                llmReport.risk_level === 'medium' ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
+                'bg-green-100 text-green-800 dark:bg-green-900/30 dark:text-green-400'
+              }`}>
+                Risk: {llmReport.risk_level?.toUpperCase()}
+              </span>
+            </div>
+          }
+        >
+          <div className="bg-yellow-50 dark:bg-yellow-900/20 border border-yellow-200 dark:border-yellow-800 rounded-lg p-3 mb-4">
+            <div className="flex items-start space-x-2">
+              <AlertCircle className="w-5 h-5 text-yellow-600 dark:text-yellow-400 flex-shrink-0 mt-0.5" />
+              <div className="text-sm text-yellow-800 dark:text-yellow-200">
+                <strong>Note:</strong> AI reports are regenerated each time (not cached). Token limit: 150k tokens.
+              </div>
+            </div>
+          </div>
+
+          <div className="prose dark:prose-invert max-w-none">
+            <MarkdownRenderer content={llmReport.report_markdown} />
+          </div>
+        </DashboardSection>
+      )}
+    </div>
+  );
+};
+
+export default SystemReportPage;
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index 18f5505..ab3b00b 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -225,6 +225,18 @@ cffi = [
     {version = ">=2.0.0b1", markers = "python_version >= \"3.14\""},
 ]
 
+[[package]]
+name = "asyncio"
+version = "4.0.0"
+description = "Deprecated backport of asyncio; use the stdlib package instead"
+optional = false
+python-versions = ">=3.4"
+groups = ["main"]
+files = [
+    {file = "asyncio-4.0.0-py3-none-any.whl", hash = "sha256:c1eddb0659231837046809e68103969b2bef8b0400d59cfa6363f6b5ed8cc88b"},
+    {file = "asyncio-4.0.0.tar.gz", hash = "sha256:570cd9e50db83bc1629152d4d0b7558d6451bb1bfd5dfc2e935d96fc2f40329b"},
+]
+
 [[package]]
 name = "asyncpg"
 version = "0.30.0"
@@ -558,9 +570,12 @@ files = []
 develop = true
 
 [package.dependencies]
+asyncpg = "^0.30.0"
 dapr = "1.16.0"
+dapr-ext-workflow = "^1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
+psycopg = {version = "^3.2.9", extras = ["pool"]}
 pydantic = "^2.10.5"
 structlog = "^25.1.0"
 
@@ -660,6 +675,22 @@ dapr = ">=1.16.0"
 fastapi = ">=0.60.1"
 uvicorn = ">=0.11.6"
 
+[[package]]
+name = "dapr-ext-workflow"
+version = "1.16.0"
+description = "The official release of Dapr Python SDK Workflow Authoring Extension."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "dapr-ext-workflow-1.16.0.tar.gz", hash = "sha256:7487d174394d305e668784f4bac2dcecc757a1e0a8ddf6e5e1cb32c0a887be78"},
+    {file = "dapr_ext_workflow-1.16.0-py3-none-any.whl", hash = "sha256:028f6b3a340a5a8f0b061eacdef60de1ce52de2340f9636f517f799f73437ee8"},
+]
+
+[package.dependencies]
+dapr = ">=1.16.0"
+durabletask-dapr = ">=0.2.0a8"
+
 [[package]]
 name = "dnspython"
 version = "2.8.0"
@@ -698,6 +729,23 @@ pyasn1 = "*"
 pycryptodome = "*"
 python-registry = "*"
 
+[[package]]
+name = "durabletask-dapr"
+version = "0.2.0a9"
+description = "A Durable Task Client SDK for Python"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "durabletask_dapr-0.2.0a9-py3-none-any.whl", hash = "sha256:48c401c30c05a6122bdd1ee245e9b65c56dabb2dde3dfe6fe1d4ee47085e4a2e"},
+    {file = "durabletask_dapr-0.2.0a9.tar.gz", hash = "sha256:ec481840a043a9d15f67628386b0694e60a04de8015f8f56883f55e490ebbb56"},
+]
+
+[package.dependencies]
+asyncio = "*"
+grpcio = "*"
+protobuf = "*"
+
 [[package]]
 name = "email-validator"
 version = "2.3.0"
@@ -1531,6 +1579,7 @@ develop = true
 [package.dependencies]
 asyncpg = ">=0.29.0,<=0.30.0"
 cryptography = ">=42.0.0,<43.0.0"
+dapr = "1.16.0"
 dpapick3 = ">=0.7.1,<0.8.0"
 impacket = ">=0.12.0,<0.13.0"
 pycryptodome = ">=3.23.0,<4.0.0"
@@ -3398,4 +3447,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "6024f6ec7da328a006c5539e9d7cceb900258d5d8b03d6b48997964ed1b76035"
+content-hash = "8fcfc26d7d01fbcacb289edb90dce6908fb7eb4ada5adc8948899c3a98dc5715"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index 776ef5c..8340d4d 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -24,6 +24,7 @@ psycopg = {extras = ["pool"], version = "^3.2.9"}
 pytsk3 = "^20250312"
 watchdog = "^6.0.0"
 pyyaml = "^6.0.2"
+jinja2 = "^3.1.6"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.4.2"
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 1395815..436fc9d 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -31,7 +31,7 @@ from common.storage import StorageMinio
 from dapr.aio.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, Request, UploadFile
-from fastapi.responses import StreamingResponse
+from fastapi.responses import Response, StreamingResponse
 from psycopg_pool import ConnectionPool
 from pydantic import ValidationError
 from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
@@ -43,8 +43,12 @@ from web_api.models.responses import (
     EnrichmentResponse,
     EnrichmentsListResponse,
     FailedWorkflowsResponse,
+    LLMSynthesisResponse,
     QueuesResponse,
     SingleQueueResponse,
+    SourceReport,
+    SourceSummary,
+    SystemReport,
     WorkflowStatusResponse,
 )
 from web_api.queue_monitor import WorkflowQueueMonitor
@@ -118,6 +122,7 @@ app = FastAPI(
         {"name": "enrichments", "description": "Enrichment management operations"},
         {"name": "dpapi", "description": "DPAPI credential and masterkey operations"},
         {"name": "queues", "description": "Internal pub/sub queue operations"},
+        {"name": "reports", "description": "Reporting and analytics operations"},
         {"name": "system", "description": "System and health check endpoints"},
     ],
 )
@@ -1554,3 +1559,349 @@ async def process_workflow_completion(event: CloudEvent):
 
     except Exception as e:
         logger.exception(e, message="Error processing workflow completion event", cloud_event=event)
+
+
+#######################################
+#
+# reporting routes
+#
+#######################################
+
+
+@app.get(
+    "/reports/sources",
+    tags=["reports"],
+    summary="List all sources",
+    description="Get a list of all sources with summary statistics",
+    response_model=list[SourceSummary],
+)
+async def list_sources(
+    project: str | None = Query(None, description="Filter by project name"),
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+):
+    """Get list of all sources with summary statistics."""
+    try:
+        from web_api.reporting_routes import get_sources_list
+
+        sources = await asyncio.to_thread(get_sources_list, get_db_pool(), project, start_date, end_date)
+        return sources
+
+    except Exception as e:
+        logger.exception(e, message="Error listing sources")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/reports/source",
+    tags=["reports"],
+    summary="Get source report",
+    description="Get detailed report for a specific source. Use query parameter to support sources with special characters (e.g., URLs)",
+    response_model=SourceReport,
+)
+async def get_source_report(
+    source: str = Query(..., description="Source name (supports URLs and special characters, case-insensitive)"),
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+):
+    """
+    Get detailed report for a specific source.
+
+    The source parameter is a query parameter to handle special characters like:
+    - URLs: http://www.site.com
+    - Host URIs: host://BLAH
+    - Any other source identifier with special chars
+    """
+    try:
+        from web_api.reporting_routes import get_source_report_data
+
+        report = await asyncio.to_thread(get_source_report_data, get_db_pool(), source, start_date, end_date)
+        return report
+
+    except Exception as e:
+        logger.exception(e, message="Error generating source report", source=source)
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/reports/system",
+    tags=["reports"],
+    summary="Get system-wide report",
+    description="Get system-wide statistics and findings across all sources",
+    response_model=SystemReport,
+)
+async def get_system_report(
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+    project: str | None = Query(None, description="Filter by project name"),
+):
+    """Get system-wide statistics and findings."""
+    try:
+        from web_api.reporting_routes import get_system_report_data
+
+        report = await asyncio.to_thread(get_system_report_data, get_db_pool(), start_date, end_date, project)
+        return report
+
+    except Exception as e:
+        logger.exception(e, message="Error generating system report")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post(
+    "/reports/source/synthesize",
+    tags=["reports"],
+    summary="Generate LLM synthesis for source report",
+    description="Generate AI-based risk assessment synthesis for a specific source. NOT CACHED - regenerated each time.",
+    response_model=LLMSynthesisResponse,
+)
+async def synthesize_source_report(
+    source: str = Query(..., description="Source name (supports URLs and special characters, case-insensitive)"),
+    include_findings_details: bool = Query(True, description="Include detailed findings in the analysis"),
+    max_tokens: int = Query(150000, description="Maximum tokens for LLM analysis"),
+):
+    """
+    Generate LLM-based risk assessment for a source.
+
+    WARNING: This endpoint regenerates the report each time (NOT CACHED).
+    Token limit: 150k tokens maximum.
+    """
+    try:
+        # First get the source report data
+        from web_api.reporting_routes import get_source_report_data
+
+        report = await asyncio.to_thread(get_source_report_data, get_db_pool(), source)
+
+        # Convert report to dict for passing to agent
+        report_data = report.model_dump()
+
+        # Call agents service via Dapr
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/report_generator"
+        request_data = {
+            "report_data": report_data,
+            "report_type": "source",
+            "source_name": source,
+            "max_tokens": max_tokens,
+        }
+
+        response = requests.post(url, json=request_data, timeout=120)
+
+        if response.status_code != 200:
+            logger.error("Error calling agents service", status_code=response.status_code, response=response.text)
+            raise HTTPException(status_code=503, detail="Agents service unavailable")
+
+        result = response.json()
+
+        if not result.get("success"):
+            error_msg = result.get("error", "Unknown error")
+            logger.error("Report synthesis failed", error=error_msg)
+            return LLMSynthesisResponse(
+                success=False,
+                error=error_msg,
+                report_markdown=None,
+                risk_level=None,
+            )
+
+        # Build full markdown report
+        full_markdown = f"""# Risk Assessment Report: {source}
+
+{result.get('full_report_markdown', '')}
+"""
+
+        return LLMSynthesisResponse(
+            success=True,
+            report_markdown=full_markdown,
+            risk_level=result.get("risk_level"),
+            key_findings=result.get("critical_findings", []),
+            recommendations=[],  # Not providing recommendations as per requirements
+            token_usage=result.get("token_usage"),
+        )
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error generating source synthesis", source=source)
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post(
+    "/reports/system/synthesize",
+    tags=["reports"],
+    summary="Generate LLM synthesis for system report",
+    description="Generate AI-based risk assessment synthesis for the entire system. NOT CACHED - regenerated each time.",
+    response_model=LLMSynthesisResponse,
+)
+async def synthesize_system_report(
+    max_tokens: int = Query(150000, description="Maximum tokens for LLM analysis"),
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+    project: str | None = Query(None, description="Filter by project name"),
+):
+    """
+    Generate LLM-based system-wide risk assessment.
+
+    WARNING: This endpoint regenerates the report each time (NOT CACHED).
+    Token limit: 150k tokens maximum.
+    """
+    try:
+        # First get the system report data
+        from web_api.reporting_routes import get_system_report_data
+
+        report = await asyncio.to_thread(get_system_report_data, get_db_pool(), start_date, end_date, project)
+
+        # Convert report to dict for passing to agent
+        report_data = report.model_dump()
+
+        # Call agents service via Dapr
+        url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/report_generator"
+        request_data = {
+            "report_data": report_data,
+            "report_type": "system",
+            "source_name": "System-Wide",
+            "max_tokens": max_tokens,
+        }
+
+        response = requests.post(url, json=request_data, timeout=120)
+
+        if response.status_code != 200:
+            logger.error("Error calling agents service", status_code=response.status_code, response=response.text)
+            raise HTTPException(status_code=503, detail="Agents service unavailable")
+
+        result = response.json()
+
+        if not result.get("success"):
+            error_msg = result.get("error", "Unknown error")
+            logger.error("Report synthesis failed", error=error_msg)
+            return LLMSynthesisResponse(
+                success=False,
+                error=error_msg,
+                report_markdown=None,
+                risk_level=None,
+            )
+
+        # Build full markdown report
+        full_markdown = f"""# System-Wide Risk Assessment Report
+
+{result.get('full_report_markdown', '')}
+"""
+
+        return LLMSynthesisResponse(
+            success=True,
+            report_markdown=full_markdown,
+            risk_level=result.get("risk_level"),
+            key_findings=result.get("critical_findings", []),
+            recommendations=[],  # Not providing recommendations as per requirements
+            token_usage=result.get("token_usage"),
+        )
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error generating system synthesis")
+        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.get(
+    "/reports/source/pdf",
+    tags=["reports"],
+    summary="Download source report as PDF",
+    description="Generate and download a PDF report for a specific source",
+    response_class=Response,
+)
+async def download_source_report_pdf(
+    source: str = Query(..., description="Source name (supports URLs and special characters, case-insensitive)"),
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+):
+    """
+    Generate and download a PDF report for a specific source.
+
+    Args:
+        source: Source name to generate report for
+        start_date: Optional start date filter
+        end_date: Optional end date filter
+
+    Returns:
+        PDF file download
+    """
+    try:
+        # Get the source report data
+        from web_api.reporting_routes import get_source_report_data
+
+        report = await asyncio.to_thread(get_source_report_data, get_db_pool(), source, start_date, end_date)
+
+        # Convert report to dict for PDF generation
+        report_data = report.model_dump()
+
+        # Generate PDF
+        from web_api.pdf_generator import generate_source_report_pdf
+
+        pdf_bytes = await asyncio.to_thread(generate_source_report_pdf, report_data)
+
+        # Create safe filename from source name
+        safe_source = "".join(c if c.isalnum() or c in ("-", "_") else "_" for c in source)
+        filename = f"nemesis_source_report_{safe_source}_{datetime.now(UTC).strftime('%Y%m%d_%H%M%S')}.pdf"
+
+        return Response(
+            content=pdf_bytes,
+            media_type="application/pdf",
+            headers={"Content-Disposition": f'attachment; filename="{filename}"'},
+        )
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error generating source PDF", source=source)
+        raise HTTPException(status_code=500, detail=f"Failed to generate PDF: {str(e)}") from e
+
+
+@app.get(
+    "/reports/system/pdf",
+    tags=["reports"],
+    summary="Download system-wide report as PDF",
+    description="Generate and download a PDF report for the entire system",
+    response_class=Response,
+)
+async def download_system_report_pdf(
+    start_date: datetime | None = Query(None, description="Filter by start date"),
+    end_date: datetime | None = Query(None, description="Filter by end date"),
+    project: str | None = Query(None, description="Filter by project name"),
+):
+    """
+    Generate and download a PDF report for the entire system.
+
+    Args:
+        start_date: Optional start date filter
+        end_date: Optional end date filter
+        project: Optional project filter
+
+    Returns:
+        PDF file download
+    """
+    try:
+        # Get the system report data
+        from web_api.reporting_routes import get_system_report_data
+
+        report = await asyncio.to_thread(get_system_report_data, get_db_pool(), start_date, end_date, project)
+
+        # Convert report to dict for PDF generation
+        report_data = report.model_dump()
+
+        # Generate PDF
+        from web_api.pdf_generator import generate_system_report_pdf
+
+        pdf_bytes = await asyncio.to_thread(generate_system_report_pdf, report_data)
+
+        # Create filename with timestamp
+        filename = f"nemesis_system_report_{datetime.now(UTC).strftime('%Y%m%d_%H%M%S')}.pdf"
+
+        return Response(
+            content=pdf_bytes,
+            media_type="application/pdf",
+            headers={"Content-Disposition": f'attachment; filename="{filename}"'},
+        )
+
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.exception(e, message="Error generating system PDF")
+        raise HTTPException(status_code=500, detail=f"Failed to generate PDF: {str(e)}") from e
diff --git a/projects/web_api/web_api/models/responses.py b/projects/web_api/web_api/models/responses.py
index 0a13b3c..387d24e 100644
--- a/projects/web_api/web_api/models/responses.py
+++ b/projects/web_api/web_api/models/responses.py
@@ -142,3 +142,69 @@ class SingleQueueResponse(BaseModel):
     topic: str
     metrics: QueueMetrics
     timestamp: str
+
+
+# Reporting Models
+
+
+class SourceSummary(BaseModel):
+    source: str
+    file_count: int
+    finding_count: int
+    verified_findings: int
+    last_activity: datetime | None = None
+
+
+class RiskIndicators(BaseModel):
+    credentials: dict[str, int]
+    sensitive_data: dict[str, int]
+
+
+class TimelineEntry(BaseModel):
+    date: str
+    files_submitted: int
+    findings_created: int
+
+
+class TopFinding(BaseModel):
+    finding_id: int
+    finding_name: str
+    category: str
+    severity: int
+    triage_state: str | None = None
+    file_path: str | None = None
+    created_at: datetime
+
+
+class SourceReport(BaseModel):
+    report_type: str
+    source: str
+    generated_at: datetime
+    summary: dict
+    risk_indicators: RiskIndicators
+    findings_detail: dict
+    timeline: dict
+    enrichment_performance: dict
+    top_findings: list[TopFinding]
+
+
+class SystemReport(BaseModel):
+    report_type: str
+    generated_at: datetime
+    time_range: dict
+    summary: dict
+    sources: list[SourceSummary]
+    findings_by_category: dict[str, int]
+    findings_by_severity: dict[str, int]
+    timeline: dict
+    enrichment_stats: dict
+
+
+class LLMSynthesisResponse(BaseModel):
+    success: bool
+    report_markdown: str | None = None
+    risk_level: str | None = None  # "high", "medium", "low"
+    key_findings: list[str] = []
+    recommendations: list[str] = []
+    token_usage: int | None = None
+    error: str | None = None
diff --git a/projects/web_api/web_api/pdf_generator.py b/projects/web_api/web_api/pdf_generator.py
new file mode 100644
index 0000000..f25b45f
--- /dev/null
+++ b/projects/web_api/web_api/pdf_generator.py
@@ -0,0 +1,139 @@
+"""PDF generation utilities for reports."""
+
+import os
+import tempfile
+from datetime import datetime
+from pathlib import Path
+
+import requests
+from jinja2 import Environment, FileSystemLoader
+
+DAPR_PORT = os.getenv("DAPR_HTTP_PORT", 3500)
+GOTENBERG_URL = f"http://localhost:{DAPR_PORT}/v1.0/invoke/gotenberg/method/forms/chromium/convert/html"
+
+# Initialize Jinja2 environment
+templates_dir = Path(__file__).parent / "templates"
+jinja_env = Environment(loader=FileSystemLoader(str(templates_dir)))
+
+
+def render_source_report_html(report_data: dict) -> str:
+    """Render source report data to HTML using Jinja2 template."""
+    template = jinja_env.get_template("source_report.html")
+
+    # Format the generated_at timestamp
+    generated_at = report_data.get("generated_at")
+    if isinstance(generated_at, datetime):
+        generated_at = generated_at.strftime("%Y-%m-%d %H:%M:%S UTC")
+
+    # Prepare data for template
+    context = {
+        "source": report_data.get("source", "Unknown"),
+        "generated_at": generated_at,
+        "summary": report_data.get("summary", {}),
+        "risk_indicators": report_data.get("risk_indicators", {}),
+        "findings_detail": report_data.get("findings_detail", {}),
+        "top_findings": report_data.get("top_findings", []),
+        "enrichment_performance": report_data.get("enrichment_performance", {}),
+    }
+
+    return template.render(**context)
+
+
+def render_system_report_html(report_data: dict) -> str:
+    """Render system report data to HTML using Jinja2 template."""
+    template = jinja_env.get_template("system_report.html")
+
+    # Format the generated_at timestamp
+    generated_at = report_data.get("generated_at")
+    if isinstance(generated_at, datetime):
+        generated_at = generated_at.strftime("%Y-%m-%d %H:%M:%S UTC")
+
+    # Prepare data for template
+    context = {
+        "generated_at": generated_at,
+        "summary": report_data.get("summary", {}),
+        "findings_by_category": report_data.get("findings_by_category", {}),
+        "findings_by_severity": report_data.get("findings_by_severity", {}),
+        "sources": report_data.get("sources", []),
+    }
+
+    return template.render(**context)
+
+
+def convert_html_to_pdf(html_content: str) -> bytes:
+    """
+    Convert HTML content to PDF using Gotenberg via Dapr.
+
+    Args:
+        html_content: HTML string to convert
+
+    Returns:
+        PDF file contents as bytes
+
+    Raises:
+        Exception: If PDF conversion fails
+    """
+    # Create a temporary file for the HTML
+    with tempfile.NamedTemporaryFile(mode="w", suffix=".html", delete=False, encoding="utf-8") as temp_html:
+        temp_html.write(html_content)
+        temp_html_path = temp_html.name
+
+    try:
+        # Read the HTML file and prepare for Gotenberg
+        with open(temp_html_path, "rb") as f:
+            # Gotenberg Chromium options for better rendering
+            data = {
+                "marginTop": "0.4",
+                "marginBottom": "0.4",
+                "marginLeft": "0.4",
+                "marginRight": "0.4",
+                "preferCssPageSize": "true",
+                "printBackground": "true",
+                "scale": "1.0",
+            }
+
+            # Files must be sent with the file content
+            files = {"index.html": ("index.html", f, "text/html")}
+
+            # Call Gotenberg via Dapr
+            response = requests.post(GOTENBERG_URL, files=files, data=data, timeout=60)
+
+            if response.status_code == 200:
+                return response.content
+            else:
+                raise Exception(f"Gotenberg returned status {response.status_code}: {response.text}")
+
+    finally:
+        # Clean up temporary file
+        try:
+            os.unlink(temp_html_path)
+        except Exception:
+            pass
+
+
+def generate_source_report_pdf(report_data: dict) -> bytes:
+    """
+    Generate a PDF for a source report.
+
+    Args:
+        report_data: Source report data dictionary
+
+    Returns:
+        PDF file contents as bytes
+    """
+    html_content = render_source_report_html(report_data)
+    return convert_html_to_pdf(html_content)
+
+
+def generate_system_report_pdf(report_data: dict) -> bytes:
+    """
+    Generate a PDF for a system-wide report.
+
+    Args:
+        report_data: System report data dictionary
+
+    Returns:
+        PDF file contents as bytes
+    """
+    html_content = render_system_report_html(report_data)
+    return convert_html_to_pdf(html_content)
diff --git a/projects/web_api/web_api/reporting_routes.py b/projects/web_api/web_api/reporting_routes.py
new file mode 100644
index 0000000..a69953c
--- /dev/null
+++ b/projects/web_api/web_api/reporting_routes.py
@@ -0,0 +1,685 @@
+"""
+Reporting routes for Nemesis web API.
+
+These routes provide comprehensive reporting and analytics for files, findings, and sources.
+"""
+
+import asyncio
+from datetime import UTC, datetime
+
+from common.logger import get_logger
+from fastapi import HTTPException, Query
+from psycopg_pool import ConnectionPool
+from web_api.models.responses import (
+    RiskIndicators,
+    SourceReport,
+    SourceSummary,
+    SystemReport,
+    TopFinding,
+)
+
+logger = get_logger(__name__)
+
+
+def get_sources_list(
+    pool: ConnectionPool,
+    project: str | None = None,
+    start_date: datetime | None = None,
+    end_date: datetime | None = None,
+) -> list[SourceSummary]:
+    """Get list of all sources with summary statistics."""
+    with pool.connection() as conn:
+        with conn.cursor() as cur:
+            # Build WHERE clause conditions
+            conditions = []
+            params = []
+
+            if project:
+                conditions.append("fe.project = %s")
+                params.append(project)
+
+            if start_date:
+                conditions.append("fe.created_at >= %s")
+                params.append(start_date)
+
+            if end_date:
+                conditions.append("fe.created_at <= %s")
+                params.append(end_date)
+
+            where_clause = " AND ".join(conditions) if conditions else "1=1"
+
+            # Query to get source summaries
+            # Normalize source to uppercase for consistency
+            # Use LEFT JOINs to include sources even if they have no findings or triage data
+            query = f"""
+                SELECT
+                    UPPER(fe.source) as source,
+                    COUNT(DISTINCT fe.object_id) as file_count,
+                    COUNT(DISTINCT f.finding_id) as finding_count,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'true_positive'
+                            AND fth.timestamp = (
+                                SELECT MAX(timestamp) FROM findings_triage_history
+                                WHERE finding_id = f.finding_id
+                            )
+                        ) THEN f.finding_id
+                    END) as verified_findings,
+                    MAX(fe.created_at) as last_activity
+                FROM files_enriched fe
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause} AND fe.source IS NOT NULL
+                GROUP BY UPPER(fe.source)
+                ORDER BY last_activity DESC NULLS LAST
+            """
+
+            cur.execute(query, params)
+            results = cur.fetchall()
+
+            sources = []
+            for row in results:
+                sources.append(
+                    SourceSummary(
+                        source=row[0],
+                        file_count=row[1],
+                        finding_count=row[2],
+                        verified_findings=row[3],
+                        last_activity=row[4],
+                    )
+                )
+
+            return sources
+
+
+def get_source_report_data(
+    pool: ConnectionPool,
+    source_name: str,
+    start_date: datetime | None = None,
+    end_date: datetime | None = None,
+) -> SourceReport:
+    """Get detailed report for a specific source."""
+    # Normalize source name to uppercase for matching
+    source_name_upper = source_name.upper()
+
+    with pool.connection() as conn:
+        with conn.cursor() as cur:
+            # Build WHERE clause for date filtering
+            date_conditions = []
+            date_params = [source_name_upper]
+
+            if start_date:
+                date_conditions.append("fe.created_at >= %s")
+                date_params.append(start_date)
+
+            if end_date:
+                date_conditions.append("fe.created_at <= %s")
+                date_params.append(end_date)
+
+            date_where = " AND ".join(date_conditions) if date_conditions else "1=1"
+
+            # Summary statistics
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(DISTINCT object_id) as total_files,
+                    COUNT(DISTINCT CASE WHEN extension IS NOT NULL THEN extension END) as unique_extensions,
+                    SUM(size) as total_size,
+                    MIN(created_at) as first_seen,
+                    MAX(created_at) as last_seen
+                FROM files_enriched
+                WHERE UPPER(source) = %s AND {date_where}
+            """,
+                date_params,
+            )
+            summary_row = cur.fetchone()
+
+            # File type breakdown
+            cur.execute(
+                f"""
+                SELECT extension, COUNT(*) as count
+                FROM files_enriched
+                WHERE UPPER(source) = %s AND {date_where}
+                GROUP BY extension
+                ORDER BY count DESC
+                LIMIT 20
+            """,
+                date_params,
+            )
+            file_types = {row[0] or "unknown": row[1] for row in cur.fetchall()}
+
+            # Findings statistics with triage breakdown
+            # Use LEFT JOIN and subquery to get latest triage value per finding
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(DISTINCT f.finding_id) as total_findings,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'true_positive'
+                            AND fth.timestamp = (SELECT MAX(timestamp) FROM findings_triage_history WHERE finding_id = f.finding_id)
+                        ) THEN f.finding_id
+                    END) as true_positives,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'false_positive'
+                            AND fth.timestamp = (SELECT MAX(timestamp) FROM findings_triage_history WHERE finding_id = f.finding_id)
+                        ) THEN f.finding_id
+                    END) as false_positives,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'needs_review'
+                            AND fth.timestamp = (SELECT MAX(timestamp) FROM findings_triage_history WHERE finding_id = f.finding_id)
+                        ) THEN f.finding_id
+                    END) as needs_review,
+                    COUNT(DISTINCT CASE
+                        WHEN NOT EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                        ) THEN f.finding_id
+                    END) as untriaged
+                FROM files_enriched fe
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND {date_where} AND f.finding_id IS NOT NULL
+            """,
+                date_params,
+            )
+            findings_row = cur.fetchone()
+
+            # Handle case where there are no findings at all
+            if not findings_row or findings_row[0] is None:
+                findings_row = (0, 0, 0, 0, 0)
+
+            # Findings by category
+            cur.execute(
+                f"""
+                SELECT f.category, COUNT(*) as count
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND {date_where}
+                GROUP BY f.category
+                ORDER BY count DESC
+            """,
+                date_params,
+            )
+            findings_by_category = {row[0]: row[1] for row in cur.fetchall()}
+
+            # Findings by severity
+            cur.execute(
+                f"""
+                SELECT
+                    CASE
+                        WHEN f.severity >= 3 THEN 'high'
+                        WHEN f.severity = 2 THEN 'medium'
+                        ELSE 'low'
+                    END as severity_level,
+                    COUNT(*) as count
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND {date_where}
+                GROUP BY severity_level
+                ORDER BY count DESC
+            """,
+                date_params,
+            )
+            findings_by_severity = {row[0]: row[1] for row in cur.fetchall()}
+
+            # Findings by origin
+            cur.execute(
+                f"""
+                SELECT f.origin_name, COUNT(*) as count
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND {date_where}
+                GROUP BY f.origin_name
+                ORDER BY count DESC
+            """,
+                date_params,
+            )
+            findings_by_origin = {row[0]: row[1] for row in cur.fetchall()}
+
+            # Credential risk indicators
+            # Chromium logins
+            cur.execute(
+                """
+                SELECT
+                    COUNT(*) as total_logins,
+                    COUNT(CASE WHEN is_decrypted = true THEN 1 END) as decrypted_logins
+                FROM chromium.logins
+                WHERE UPPER(source) = %s
+            """,
+                [source_name_upper],
+            )
+            chromium_row = cur.fetchone()
+
+            # Chromium cookies
+            cur.execute(
+                """
+                SELECT
+                    COUNT(*) as total_cookies,
+                    COUNT(CASE WHEN is_decrypted = true THEN 1 END) as decrypted_cookies
+                FROM chromium.cookies
+                WHERE UPPER(source) = %s
+            """,
+                [source_name_upper],
+            )
+            cookies_row = cur.fetchone()
+
+            # DPAPI masterkeys (not source-specific in current schema)
+            cur.execute(
+                """
+                SELECT
+                    COUNT(*) as total_keys,
+                    COUNT(CASE WHEN plaintext_key IS NOT NULL THEN 1 END) as decrypted_keys
+                FROM dpapi.masterkeys
+            """,
+            )
+            dpapi_row = cur.fetchone()
+
+            # NoseyParker findings
+            cur.execute(
+                f"""
+                SELECT COUNT(*)
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND f.origin_name = 'noseyparker' AND {date_where}
+            """,
+                date_params,
+            )
+            noseyparker_count = cur.fetchone()[0]
+
+            # YARA matches
+            cur.execute(
+                f"""
+                SELECT COUNT(*)
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND f.origin_name = 'yara_scanner' AND {date_where}
+            """,
+                date_params,
+            )
+            yara_count = cur.fetchone()[0]
+
+            # Top findings (verified true positives first, then by severity)
+            cur.execute(
+                f"""
+                SELECT
+                    f.finding_id,
+                    f.finding_name,
+                    f.category,
+                    f.severity,
+                    (SELECT fth.value FROM findings_triage_history fth
+                     WHERE fth.finding_id = f.finding_id
+                     ORDER BY fth.timestamp DESC LIMIT 1) as triage_state,
+                    fe.path,
+                    f.created_at
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE UPPER(fe.source) = %s AND {date_where}
+                ORDER BY
+                    CASE WHEN (SELECT fth.value FROM findings_triage_history fth
+                               WHERE fth.finding_id = f.finding_id
+                               ORDER BY fth.timestamp DESC LIMIT 1) = 'true_positive' THEN 0
+                         ELSE 1 END,
+                    f.severity DESC,
+                    f.created_at DESC
+                LIMIT 20
+            """,
+                date_params,
+            )
+            top_findings = cur.fetchall()
+
+            # Timeline data (last 14 days)
+            cur.execute(
+                f"""
+                WITH date_series AS (
+                    SELECT generate_series(
+                        CURRENT_DATE - INTERVAL '13 days',
+                        CURRENT_DATE,
+                        '1 day'::interval
+                    )::date as date
+                )
+                SELECT
+                    ds.date,
+                    COUNT(DISTINCT fe.object_id) as files_submitted,
+                    COUNT(DISTINCT f.finding_id) as findings_created
+                FROM date_series ds
+                LEFT JOIN files_enriched fe ON DATE(fe.created_at) = ds.date AND UPPER(fe.source) = %s
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                GROUP BY ds.date
+                ORDER BY ds.date
+            """,
+                [source_name_upper],
+            )
+            timeline_data = cur.fetchall()
+
+            # Enrichment performance
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(*) as total_workflows,
+                    COUNT(CASE WHEN status IN ('COMPLETED', 'completed') THEN 1 END) as completed,
+                    COUNT(CASE WHEN status IN ('FAILED', 'failed', 'ERROR', 'error', 'TERMINATED', 'terminated') THEN 1 END) as failed,
+                    AVG(runtime_seconds) as avg_processing_time,
+                    MAX(runtime_seconds) as max_processing_time
+                FROM workflows w
+                JOIN files_enriched fe ON w.object_id = fe.object_id
+                WHERE UPPER(fe.source) = %s
+            """,
+                [source_name_upper],
+            )
+            workflow_row = cur.fetchone()
+
+            # Build the response
+            report = SourceReport(
+                report_type="source",
+                source=source_name_upper,
+                generated_at=datetime.now(UTC),
+                summary={
+                    "total_files": summary_row[0] or 0,
+                    "unique_extensions": summary_row[1] or 0,
+                    "total_size_bytes": summary_row[2] or 0,
+                    "first_seen": summary_row[3].isoformat() if summary_row[3] else None,
+                    "last_seen": summary_row[4].isoformat() if summary_row[4] else None,
+                    "file_types": file_types,
+                    "total_findings": findings_row[0] or 0,
+                    "verified_true_positives": findings_row[1] or 0,
+                    "verified_false_positives": findings_row[2] or 0,
+                    "needs_review_findings": findings_row[3] or 0,
+                    "untriaged_findings": findings_row[4] or 0,
+                },
+                risk_indicators=RiskIndicators(
+                    credentials={
+                        "chromium_logins": chromium_row[0] or 0,
+                        "chromium_logins_decrypted": chromium_row[1] or 0,
+                        "chromium_cookies": cookies_row[0] or 0,
+                        "chromium_cookies_decrypted": cookies_row[1] or 0,
+                        "dpapi_masterkeys": dpapi_row[0] or 0,
+                        "dpapi_masterkeys_decrypted": dpapi_row[1] or 0,
+                        "noseyparker_findings": noseyparker_count,
+                    },
+                    sensitive_data={
+                        "yara_matches": yara_count,
+                    },
+                ),
+                findings_detail={
+                    "by_category": findings_by_category,
+                    "by_severity": findings_by_severity,
+                    "by_origin": findings_by_origin,
+                    "triage_breakdown": {
+                        "true_positive": findings_row[1] or 0,
+                        "false_positive": findings_row[2] or 0,
+                        "needs_review": findings_row[3] or 0,
+                        "untriaged": findings_row[4] or 0,
+                    },
+                },
+                timeline={
+                    "daily_activity": [
+                        {"date": row[0].isoformat(), "files_submitted": row[1] or 0, "findings_created": row[2] or 0}
+                        for row in timeline_data
+                    ]
+                },
+                enrichment_performance={
+                    "workflows_total": workflow_row[0] or 0,
+                    "workflows_completed": workflow_row[1] or 0,
+                    "workflows_failed": workflow_row[2] or 0,
+                    "avg_processing_time": float(workflow_row[3]) if workflow_row[3] else 0.0,
+                    "max_processing_time": float(workflow_row[4]) if workflow_row[4] else 0.0,
+                },
+                top_findings=[
+                    TopFinding(
+                        finding_id=row[0],
+                        finding_name=row[1],
+                        category=row[2],
+                        severity=row[3],
+                        triage_state=row[4],
+                        file_path=row[5],
+                        created_at=row[6],
+                    )
+                    for row in top_findings
+                ],
+            )
+
+            return report
+
+
+def get_system_report_data(
+    pool: ConnectionPool,
+    start_date: datetime | None = None,
+    end_date: datetime | None = None,
+    project: str | None = None,
+) -> SystemReport:
+    """Get system-wide statistics and findings."""
+    with pool.connection() as conn:
+        with conn.cursor() as cur:
+            # Build WHERE clause
+            conditions = []
+            params = []
+
+            if project:
+                conditions.append("project = %s")
+                params.append(project)
+
+            if start_date:
+                conditions.append("created_at >= %s")
+                params.append(start_date)
+
+            if end_date:
+                conditions.append("created_at <= %s")
+                params.append(end_date)
+
+            where_clause = " AND ".join(conditions) if conditions else "1=1"
+
+            # Overall summary
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(DISTINCT UPPER(source)) as total_sources,
+                    COUNT(DISTINCT object_id) as total_files,
+                    SUM(size) as total_size
+                FROM files_enriched
+                WHERE {where_clause}
+            """,
+                params,
+            )
+            summary_row = cur.fetchone()
+
+            # Findings summary
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(DISTINCT f.finding_id) as total_findings,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'true_positive'
+                            AND fth.timestamp = (SELECT MAX(timestamp) FROM findings_triage_history WHERE finding_id = f.finding_id)
+                        ) THEN f.finding_id
+                    END) as verified_true_positives
+                FROM files_enriched fe
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause} AND f.finding_id IS NOT NULL
+            """,
+                params,
+            )
+            findings_summary_row = cur.fetchone()
+
+            # Handle case where there are no findings
+            if not findings_summary_row or findings_summary_row[0] is None:
+                findings_summary = (0, 0)
+            else:
+                findings_summary = findings_summary_row
+
+            # Credentials summary
+            cur.execute(
+                """
+                SELECT
+                    COUNT(*) as total_chromium_logins,
+                    COUNT(CASE WHEN is_decrypted = true THEN 1 END) as decrypted_logins
+                FROM chromium.logins
+            """,
+            )
+            creds_row = cur.fetchone()
+
+            # Sources list (top 50 by activity)
+            cur.execute(
+                f"""
+                SELECT
+                    UPPER(fe.source) as source,
+                    COUNT(DISTINCT fe.object_id) as file_count,
+                    COUNT(DISTINCT f.finding_id) as finding_count,
+                    COUNT(DISTINCT CASE
+                        WHEN EXISTS (
+                            SELECT 1 FROM findings_triage_history fth
+                            WHERE fth.finding_id = f.finding_id
+                            AND fth.value = 'true_positive'
+                            AND fth.timestamp = (
+                                SELECT MAX(timestamp) FROM findings_triage_history
+                                WHERE finding_id = f.finding_id
+                            )
+                        ) THEN f.finding_id
+                    END) as verified_findings,
+                    MAX(fe.created_at) as last_activity
+                FROM files_enriched fe
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause} AND fe.source IS NOT NULL
+                GROUP BY UPPER(fe.source)
+                ORDER BY last_activity DESC NULLS LAST
+                LIMIT 50
+            """,
+                params,
+            )
+            sources_data = cur.fetchall()
+
+            # Findings by category
+            cur.execute(
+                f"""
+                SELECT f.category, COUNT(*) as count
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause}
+                GROUP BY f.category
+                ORDER BY count DESC
+            """,
+                params,
+            )
+            findings_by_category = dict(cur.fetchall())
+
+            # Findings by severity
+            cur.execute(
+                f"""
+                SELECT
+                    CASE
+                        WHEN f.severity >= 3 THEN 'high'
+                        WHEN f.severity = 2 THEN 'medium'
+                        ELSE 'low'
+                    END as severity_level,
+                    COUNT(*) as count
+                FROM files_enriched fe
+                JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause}
+                GROUP BY severity_level
+            """,
+                params,
+            )
+            findings_by_severity = dict(cur.fetchall())
+
+            # Timeline data (last 14 days)
+            cur.execute(
+                f"""
+                WITH date_series AS (
+                    SELECT generate_series(
+                        CURRENT_DATE - INTERVAL '13 days',
+                        CURRENT_DATE,
+                        '1 day'::interval
+                    )::date as date
+                )
+                SELECT
+                    ds.date,
+                    COUNT(DISTINCT fe.object_id) as files_submitted,
+                    COUNT(DISTINCT f.finding_id) as findings_created
+                FROM date_series ds
+                LEFT JOIN files_enriched fe ON DATE(fe.created_at) = ds.date
+                LEFT JOIN findings f ON fe.object_id = f.object_id
+                WHERE {where_clause}
+                GROUP BY ds.date
+                ORDER BY ds.date
+            """,
+                params,
+            )
+            timeline_data = cur.fetchall()
+
+            # Enrichment stats
+            cur.execute(
+                f"""
+                SELECT
+                    COUNT(*) as total_workflows,
+                    COUNT(CASE WHEN status IN ('COMPLETED', 'completed') THEN 1 END) as successful,
+                    COUNT(CASE WHEN status IN ('FAILED', 'failed', 'ERROR', 'error') THEN 1 END) as failed,
+                    AVG(runtime_seconds) as avg_processing_time
+                FROM workflows w
+                JOIN files_enriched fe ON w.object_id = fe.object_id
+                WHERE {where_clause}
+            """,
+                params,
+            )
+            enrichment_row = cur.fetchone()
+
+            # Determine time range
+            if start_date and end_date:
+                time_range = {"start": start_date, "end": end_date}
+            elif start_date:
+                time_range = {"start": start_date, "end": datetime.now(UTC)}
+            elif end_date:
+                time_range = {"start": datetime.min.replace(tzinfo=UTC), "end": end_date}
+            else:
+                time_range = {"start": datetime.min.replace(tzinfo=UTC), "end": datetime.now(UTC)}
+
+            report = SystemReport(
+                report_type="system",
+                generated_at=datetime.now(UTC),
+                time_range=time_range,
+                summary={
+                    "total_sources": summary_row[0] or 0,
+                    "total_files": summary_row[1] or 0,
+                    "total_size_bytes": summary_row[2] or 0,
+                    "total_findings": findings_summary[0] or 0,
+                    "verified_true_positives": findings_summary[1] or 0,
+                    "total_credentials": creds_row[0] or 0,
+                    "decrypted_credentials": creds_row[1] or 0,
+                },
+                sources=[
+                    SourceSummary(
+                        source=row[0],
+                        file_count=row[1],
+                        finding_count=row[2],
+                        verified_findings=row[3],
+                        last_activity=row[4],
+                    )
+                    for row in sources_data
+                ],
+                findings_by_category=findings_by_category,
+                findings_by_severity=findings_by_severity,
+                timeline={
+                    "daily_activity": [
+                        {"date": row[0].isoformat(), "files_submitted": row[1] or 0, "findings_created": row[2] or 0}
+                        for row in timeline_data
+                    ]
+                },
+                enrichment_stats={
+                    "total_workflows": enrichment_row[0] or 0,
+                    "successful": enrichment_row[1] or 0,
+                    "failed": enrichment_row[2] or 0,
+                    "avg_processing_time": float(enrichment_row[3]) if enrichment_row[3] else 0.0,
+                },
+            )
+
+            return report
diff --git a/projects/web_api/web_api/templates/source_report.html b/projects/web_api/web_api/templates/source_report.html
new file mode 100644
index 0000000..7760ee2
--- /dev/null
+++ b/projects/web_api/web_api/templates/source_report.html
@@ -0,0 +1,402 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Source Report: {{ source }}</title>
+    <style>
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+
+        body {
+            font-family: 'Helvetica Neue', Arial, sans-serif;
+            font-size: 10pt;
+            line-height: 1.4;
+            color: #1f2937;
+            background: white;
+        }
+
+        .container {
+            padding: 20px 30px;
+            max-width: 100%;
+        }
+
+        .header {
+            border-bottom: 3px solid #2563eb;
+            padding-bottom: 15px;
+            margin-bottom: 25px;
+        }
+
+        .header h1 {
+            font-size: 24pt;
+            color: #1f2937;
+            margin-bottom: 8px;
+        }
+
+        .header .subtitle {
+            font-size: 11pt;
+            color: #6b7280;
+        }
+
+        .header .generated-at {
+            font-size: 9pt;
+            color: #9ca3af;
+            margin-top: 5px;
+        }
+
+        .section {
+            margin-bottom: 25px;
+            page-break-inside: avoid;
+        }
+
+        .section-title {
+            font-size: 14pt;
+            font-weight: 600;
+            color: #1f2937;
+            border-bottom: 2px solid #e5e7eb;
+            padding-bottom: 8px;
+            margin-bottom: 12px;
+        }
+
+        .stats-grid {
+            display: grid;
+            grid-template-columns: repeat(4, 1fr);
+            gap: 12px;
+            margin-bottom: 15px;
+        }
+
+        .stat-card {
+            background: #f9fafb;
+            border: 1px solid #e5e7eb;
+            border-radius: 6px;
+            padding: 12px;
+        }
+
+        .stat-label {
+            font-size: 9pt;
+            color: #6b7280;
+            text-transform: uppercase;
+            letter-spacing: 0.5px;
+            margin-bottom: 6px;
+        }
+
+        .stat-value {
+            font-size: 18pt;
+            font-weight: 700;
+            color: #2563eb;
+        }
+
+        .stat-value.danger {
+            color: #dc2626;
+        }
+
+        .stat-value.warning {
+            color: #f59e0b;
+        }
+
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-top: 10px;
+            font-size: 9pt;
+        }
+
+        th {
+            background: #f3f4f6;
+            padding: 8px;
+            text-align: left;
+            font-weight: 600;
+            border-bottom: 2px solid #d1d5db;
+            font-size: 8pt;
+            text-transform: uppercase;
+            color: #4b5563;
+        }
+
+        td {
+            padding: 8px;
+            border-bottom: 1px solid #e5e7eb;
+        }
+
+        tr:last-child td {
+            border-bottom: none;
+        }
+
+        .risk-high {
+            color: #dc2626;
+            font-weight: 600;
+        }
+
+        .risk-medium {
+            color: #f59e0b;
+            font-weight: 600;
+        }
+
+        .risk-low {
+            color: #10b981;
+            font-weight: 600;
+        }
+
+        .badge {
+            display: inline-block;
+            padding: 3px 8px;
+            border-radius: 4px;
+            font-size: 8pt;
+            font-weight: 600;
+        }
+
+        .badge-critical {
+            background: #fee2e2;
+            color: #991b1b;
+        }
+
+        .badge-high {
+            background: #fef3c7;
+            color: #92400e;
+        }
+
+        .badge-medium {
+            background: #dbeafe;
+            color: #1e40af;
+        }
+
+        .badge-low {
+            background: #d1fae5;
+            color: #065f46;
+        }
+
+        .findings-breakdown {
+            display: grid;
+            grid-template-columns: repeat(2, 1fr);
+            gap: 15px;
+            margin-top: 15px;
+        }
+
+        .findings-list {
+            background: #f9fafb;
+            border: 1px solid #e5e7eb;
+            border-radius: 6px;
+            padding: 12px;
+        }
+
+        .findings-list h4 {
+            font-size: 10pt;
+            margin-bottom: 8px;
+            color: #4b5563;
+        }
+
+        .findings-list ul {
+            list-style: none;
+            padding-left: 0;
+        }
+
+        .findings-list li {
+            padding: 4px 0;
+            font-size: 9pt;
+            display: flex;
+            justify-content: space-between;
+        }
+
+        .finding-name {
+            color: #1f2937;
+        }
+
+        .finding-count {
+            font-weight: 600;
+            color: #2563eb;
+        }
+
+        .footer {
+            margin-top: 30px;
+            padding-top: 15px;
+            border-top: 1px solid #e5e7eb;
+            font-size: 8pt;
+            color: #9ca3af;
+            text-align: center;
+        }
+
+        @media print {
+            body {
+                print-color-adjust: exact;
+                -webkit-print-color-adjust: exact;
+            }
+
+            .section {
+                page-break-inside: avoid;
+            }
+        }
+    </style>
+</head>
+<body>
+    <div class="container">
+        <div class="header">
+            <h1>Source Report: {{ source }}</h1>
+            <div class="subtitle">Comprehensive Analysis and Risk Assessment</div>
+            <div class="generated-at">Generated: {{ generated_at }}</div>
+        </div>
+
+        <!-- Summary Statistics -->
+        <div class="section">
+            <h2 class="section-title">Summary Statistics</h2>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Total Files</div>
+                    <div class="stat-value">{{ summary.total_files }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Total Findings</div>
+                    <div class="stat-value">{{ summary.total_findings }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Verified Findings</div>
+                    <div class="stat-value danger">{{ summary.verified_true_positives }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Untriaged</div>
+                    <div class="stat-value warning">{{ summary.not_triaged }}</div>
+                </div>
+            </div>
+        </div>
+
+        <!-- Risk Indicators - Credentials -->
+        {% if risk_indicators.credentials %}
+        <div class="section">
+            <h2 class="section-title">Credential Exposure</h2>
+            <div class="stats-grid">
+                {% for key, value in risk_indicators.credentials.items() %}
+                <div class="stat-card">
+                    <div class="stat-label">{{ key|replace('_', ' ')|title }}</div>
+                    <div class="stat-value {% if value > 0 %}danger{% endif %}">{{ value }}</div>
+                </div>
+                {% endfor %}
+            </div>
+        </div>
+        {% endif %}
+
+        <!-- Findings by Category -->
+        {% if findings_detail.by_category %}
+        <div class="section">
+            <h2 class="section-title">Findings by Category</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Category</th>
+                        <th style="text-align: right;">Count</th>
+                        <th style="text-align: right;">Percentage</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for category, count in findings_detail.by_category.items() %}
+                    <tr>
+                        <td>{{ category }}</td>
+                        <td style="text-align: right;">{{ count }}</td>
+                        <td style="text-align: right;">{{ "%.1f"|format((count / summary.total_findings * 100) if summary.total_findings > 0 else 0) }}%</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Findings by Severity -->
+        {% if findings_detail.by_severity %}
+        <div class="section">
+            <h2 class="section-title">Findings by Severity</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Severity</th>
+                        <th style="text-align: right;">Count</th>
+                        <th style="text-align: right;">Percentage</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for severity, count in findings_detail.by_severity.items() %}
+                    <tr>
+                        <td>
+                            <span class="{% if severity == 'critical' %}risk-high{% elif severity == 'high' %}risk-medium{% else %}risk-low{% endif %}">
+                                {{ severity|capitalize }}
+                            </span>
+                        </td>
+                        <td style="text-align: right;">{{ count }}</td>
+                        <td style="text-align: right;">{{ "%.1f"|format((count / summary.total_findings * 100) if summary.total_findings > 0 else 0) }}%</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Top Findings -->
+        {% if top_findings %}
+        <div class="section">
+            <h2 class="section-title">Top 20 Findings</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Finding Name</th>
+                        <th>Category</th>
+                        <th>Severity</th>
+                        <th>Triage Status</th>
+                        <th>File Path</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for finding in top_findings[:20] %}
+                    <tr>
+                        <td>{{ finding.finding_name }}</td>
+                        <td>{{ finding.category }}</td>
+                        <td>
+                            {% set severity_name = 'critical' if finding.severity >= 4 else 'high' if finding.severity >= 3 else 'medium' if finding.severity >= 2 else 'low' %}
+                            <span class="badge badge-{{ severity_name }}">{{ severity_name|upper }}</span>
+                        </td>
+                        <td>
+                            {% if finding.triage_state == 'true_positive' %}
+                                <span class="risk-high">Verified</span>
+                            {% elif finding.triage_state %}
+                                <span>{{ finding.triage_state|replace('_', ' ')|title }}</span>
+                            {% else %}
+                                <span class="risk-medium">Untriaged</span>
+                            {% endif %}
+                        </td>
+                        <td style="font-size: 8pt;">{{ finding.file_path or 'N/A' }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Enrichment Performance -->
+        {% if enrichment_performance %}
+        <div class="section">
+            <h2 class="section-title">Workflow Performance</h2>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Total Workflows</div>
+                    <div class="stat-value">{{ enrichment_performance.workflows_total }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Completed</div>
+                    <div class="stat-value">{{ enrichment_performance.workflows_completed }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Failed</div>
+                    <div class="stat-value {% if enrichment_performance.workflows_failed > 0 %}warning{% endif %}">{{ enrichment_performance.workflows_failed }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Avg Processing Time</div>
+                    <div class="stat-value">{{ "%.1f"|format(enrichment_performance.avg_processing_time) }}s</div>
+                </div>
+            </div>
+        </div>
+        {% endif %}
+
+        <div class="footer">
+            Generated by Nemesis Reporting System • {{ source }} • {{ generated_at }}
+        </div>
+    </div>
+</body>
+</html>
diff --git a/projects/web_api/web_api/templates/system_report.html b/projects/web_api/web_api/templates/system_report.html
new file mode 100644
index 0000000..5563e7f
--- /dev/null
+++ b/projects/web_api/web_api/templates/system_report.html
@@ -0,0 +1,318 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>System-Wide Report</title>
+    <style>
+        * {
+            margin: 0;
+            padding: 0;
+            box-sizing: border-box;
+        }
+
+        body {
+            font-family: 'Helvetica Neue', Arial, sans-serif;
+            font-size: 10pt;
+            line-height: 1.4;
+            color: #1f2937;
+            background: white;
+        }
+
+        .container {
+            padding: 20px 30px;
+            max-width: 100%;
+        }
+
+        .header {
+            border-bottom: 3px solid #2563eb;
+            padding-bottom: 15px;
+            margin-bottom: 25px;
+        }
+
+        .header h1 {
+            font-size: 24pt;
+            color: #1f2937;
+            margin-bottom: 8px;
+        }
+
+        .header .subtitle {
+            font-size: 11pt;
+            color: #6b7280;
+        }
+
+        .header .generated-at {
+            font-size: 9pt;
+            color: #9ca3af;
+            margin-top: 5px;
+        }
+
+        .section {
+            margin-bottom: 25px;
+            page-break-inside: avoid;
+        }
+
+        .section-title {
+            font-size: 14pt;
+            font-weight: 600;
+            color: #1f2937;
+            border-bottom: 2px solid #e5e7eb;
+            padding-bottom: 8px;
+            margin-bottom: 12px;
+        }
+
+        .stats-grid {
+            display: grid;
+            grid-template-columns: repeat(4, 1fr);
+            gap: 12px;
+            margin-bottom: 15px;
+        }
+
+        .stat-card {
+            background: #f9fafb;
+            border: 1px solid #e5e7eb;
+            border-radius: 6px;
+            padding: 12px;
+        }
+
+        .stat-card.highlight {
+            border: 2px solid #dc2626;
+            background: #fef2f2;
+        }
+
+        .stat-label {
+            font-size: 9pt;
+            color: #6b7280;
+            text-transform: uppercase;
+            letter-spacing: 0.5px;
+            margin-bottom: 6px;
+        }
+
+        .stat-value {
+            font-size: 18pt;
+            font-weight: 700;
+            color: #2563eb;
+        }
+
+        .stat-value.danger {
+            color: #dc2626;
+        }
+
+        .stat-value.warning {
+            color: #f59e0b;
+        }
+
+        table {
+            width: 100%;
+            border-collapse: collapse;
+            margin-top: 10px;
+            font-size: 9pt;
+        }
+
+        th {
+            background: #f3f4f6;
+            padding: 8px;
+            text-align: left;
+            font-weight: 600;
+            border-bottom: 2px solid #d1d5db;
+            font-size: 8pt;
+            text-transform: uppercase;
+            color: #4b5563;
+        }
+
+        td {
+            padding: 8px;
+            border-bottom: 1px solid #e5e7eb;
+        }
+
+        tr:last-child td {
+            border-bottom: none;
+        }
+
+        tr:hover {
+            background: #f9fafb;
+        }
+
+        .risk-high {
+            color: #dc2626;
+            font-weight: 600;
+        }
+
+        .risk-medium {
+            color: #f59e0b;
+            font-weight: 600;
+        }
+
+        .risk-low {
+            color: #10b981;
+            font-weight: 600;
+        }
+
+        .footer {
+            margin-top: 30px;
+            padding-top: 15px;
+            border-top: 1px solid #e5e7eb;
+            font-size: 8pt;
+            color: #9ca3af;
+            text-align: center;
+        }
+
+        @media print {
+            body {
+                print-color-adjust: exact;
+                -webkit-print-color-adjust: exact;
+            }
+
+            .section {
+                page-break-inside: avoid;
+            }
+        }
+    </style>
+</head>
+<body>
+    <div class="container">
+        <div class="header">
+            <h1>System-Wide Report</h1>
+            <div class="subtitle">Comprehensive Analysis Across All Sources</div>
+            <div class="generated-at">Generated: {{ generated_at }}</div>
+        </div>
+
+        <!-- Summary Statistics -->
+        <div class="section">
+            <h2 class="section-title">System Summary</h2>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Total Sources</div>
+                    <div class="stat-value">{{ summary.total_sources }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Total Files</div>
+                    <div class="stat-value">{{ summary.total_files }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Total Findings</div>
+                    <div class="stat-value">{{ summary.total_findings }}</div>
+                </div>
+                <div class="stat-card highlight">
+                    <div class="stat-label">Verified True Positives</div>
+                    <div class="stat-value danger">{{ summary.verified_true_positives }}</div>
+                </div>
+            </div>
+        </div>
+
+        <!-- Findings by Category -->
+        {% if findings_by_category %}
+        <div class="section">
+            <h2 class="section-title">Findings by Category</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Category</th>
+                        <th style="text-align: right;">Count</th>
+                        <th style="text-align: right;">Percentage</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for category, count in findings_by_category.items() %}
+                    <tr>
+                        <td>{{ category }}</td>
+                        <td style="text-align: right;">{{ count }}</td>
+                        <td style="text-align: right;">{{ "%.1f"|format((count / summary.total_findings * 100) if summary.total_findings > 0 else 0) }}%</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Findings by Severity -->
+        {% if findings_by_severity %}
+        <div class="section">
+            <h2 class="section-title">Findings by Severity</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Severity</th>
+                        <th style="text-align: right;">Count</th>
+                        <th style="text-align: right;">Percentage</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for severity, count in findings_by_severity.items() %}
+                    <tr>
+                        <td>
+                            <span class="{% if severity == 'critical' %}risk-high{% elif severity == 'high' %}risk-medium{% else %}risk-low{% endif %}">
+                                {{ severity|capitalize }}
+                            </span>
+                        </td>
+                        <td style="text-align: right;">{{ count }}</td>
+                        <td style="text-align: right;">{{ "%.1f"|format((count / summary.total_findings * 100) if summary.total_findings > 0 else 0) }}%</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Top Sources by Activity -->
+        {% if sources %}
+        <div class="section">
+            <h2 class="section-title">Top Sources by Activity</h2>
+            <table>
+                <thead>
+                    <tr>
+                        <th>Source</th>
+                        <th style="text-align: right;">Files</th>
+                        <th style="text-align: right;">Findings</th>
+                        <th style="text-align: right;">Verified</th>
+                        <th>Last Activity</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    {% for source in sources[:30] %}
+                    <tr>
+                        <td style="font-weight: 600;">{{ source.source }}</td>
+                        <td style="text-align: right;">{{ source.file_count }}</td>
+                        <td style="text-align: right;">{{ source.finding_count }}</td>
+                        <td style="text-align: right;">
+                            <span class="{% if source.verified_findings > 0 %}risk-high{% endif %}">
+                                {{ source.verified_findings }}
+                            </span>
+                        </td>
+                        <td>{{ source.last_activity or 'N/A' }}</td>
+                    </tr>
+                    {% endfor %}
+                </tbody>
+            </table>
+        </div>
+        {% endif %}
+
+        <!-- Risk Summary -->
+        <div class="section">
+            <h2 class="section-title">Risk Summary</h2>
+            <div class="stats-grid">
+                <div class="stat-card">
+                    <div class="stat-label">Sources with Findings</div>
+                    <div class="stat-value">{{ sources|selectattr('finding_count', 'gt', 0)|list|length }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Sources with Verified Findings</div>
+                    <div class="stat-value danger">{{ sources|selectattr('verified_findings', 'gt', 0)|list|length }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Avg Findings per Source</div>
+                    <div class="stat-value">{{ "%.1f"|format((summary.total_findings / summary.total_sources) if summary.total_sources > 0 else 0) }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Avg Files per Source</div>
+                    <div class="stat-value">{{ "%.1f"|format((summary.total_files / summary.total_sources) if summary.total_sources > 0 else 0) }}</div>
+                </div>
+            </div>
+        </div>
+
+        <div class="footer">
+            Generated by Nemesis Reporting System • System-Wide Analysis • {{ generated_at }}
+        </div>
+    </div>
+</body>
+</html>

From b2193ee5aba8aa34e40fffeb3c3e89d4fd90a9a5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Wed, 22 Oct 2025 12:48:39 -0700
Subject: [PATCH 223/279] fix example password

---
 env.example | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/env.example b/env.example
index c830a9f..1928b65 100644
--- a/env.example
+++ b/env.example
@@ -4,7 +4,7 @@ MINIO_ROOT_USER="nemesis"
 RABBITMQ_PASSWORD="Qwerty12345"
 RABBITMQ_USER="nemesis"
 
-POSTGRES_PASSWORD="   testing!@#   ' do~z' "
+POSTGRES_PASSWORD="Qwerty12345"
 POSTGRES_USER="nemesis"
 POSTGRES_HOST="postgres"
 POSTGRES_PORT=5432

From 15fad59b700407e86a24763e1940b69e04124aa9 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 22 Oct 2025 14:28:31 -0700
Subject: [PATCH 224/279] Fix for some agent blocking

- Fix for agent API blocking until agent execution completes (except for finding triage)
---
 projects/agents/agents/main.py                | 68 ++++++++-----
 .../src/components/FileViewer/FileViewer.jsx  | 97 ++++++++++++++-----
 projects/web_api/web_api/main.py              | 53 +++++-----
 3 files changed, 147 insertions(+), 71 deletions(-)

diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index f6dbe36..3ced064 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -555,7 +555,8 @@ async def handle_findings_subscription():
 async def get_agents_metadata():
     """Get metadata for all available agents."""
     try:
-        agents = agent_manager.get_agent_metadata()
+        # Run in thread pool to avoid blocking event loop
+        agents = await asyncio.to_thread(agent_manager.get_agent_metadata)
         return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now().isoformat()}
     except Exception as e:
         logger.exception(e, message="Error getting agent metadata")
@@ -611,28 +612,37 @@ async def get_llm_spend_data():
         }
 
 
+async def _run_summarization_task(object_id: str):
+    """Background task for text summarization."""
+    try:
+        mock_ctx = type("MockContext", (), {})()
+        result = await asyncio.to_thread(summarize_text, mock_ctx, {"object_id": object_id})
+        logger.info("Text summarization completed", object_id=object_id, success=result.get("success"))
+    except Exception as e:
+        logger.exception(e, message="Error in background text summarization", object_id=object_id)
+
+
 @app.post("/agents/text_summarizer")
-def run_text_summarizer(request: dict):
-    """Run text summarization on a file."""
+async def run_text_summarizer(request: dict):
+    """Run text summarization on a file (async, non-blocking)."""
     try:
         object_id = request.get("object_id")
         if not object_id:
             return {"success": False, "error": "object_id is required"}
 
-        # Create a mock workflow context for compatibility
-        mock_ctx = type("MockContext", (), {})()
+        # Start background task
+        asyncio.create_task(_run_summarization_task(object_id))
 
-        result = summarize_text(mock_ctx, {"object_id": object_id})
-        return result
+        return {"success": True, "message": "Text summarization started in background"}
 
     except Exception as e:
-        logger.exception(e, message="Error running text summarizer")
+        logger.exception(e, message="Error starting text summarizer")
         return {"success": False, "error": str(e)}
 
 
 @app.post("/agents/llm_credential_analysis")
-def run_credential_analysis(request: dict):
-    """Run credential analysis on a file."""
+async def run_credential_analysis(request: dict):
+    """Run credential analysis on a file (async, non-blocking)."""
     try:
         object_id = request.get("object_id")
         if not object_id:
@@ -641,17 +651,21 @@ def run_credential_analysis(request: dict):
         # Create a mock workflow context for compatibility
         mock_ctx = type("MockContext", (), {})()
 
-        result = analyze_credentials(mock_ctx, {"object_id": object_id})
-        return result
+        # Run in background task - don't wait for completion
+        asyncio.create_task(
+            asyncio.to_thread(analyze_credentials, mock_ctx, {"object_id": object_id})
+        )
+
+        return {"success": True, "message": "Credential analysis started in background"}
 
     except Exception as e:
-        logger.exception(e, message="Error running credential analysis")
+        logger.exception(e, message="Error starting credential analysis")
         return {"success": False, "error": str(e)}
 
 
 @app.post("/agents/dotnet_analysis")
-def run_dotnet_analysis(request: dict):
-    """Run .NET assembly analysis on a file."""
+async def run_dotnet_analysis(request: dict):
+    """Run .NET assembly analysis on a file (async, non-blocking)."""
     try:
         object_id = request.get("object_id")
         if not object_id:
@@ -660,17 +674,21 @@ def run_dotnet_analysis(request: dict):
         # Create a mock workflow context for compatibility
         mock_ctx = type("MockContext", (), {})()
 
-        result = analyze_dotnet_assembly(mock_ctx, {"object_id": object_id})
-        return result
+        # Run in background task - don't wait for completion
+        asyncio.create_task(
+            asyncio.to_thread(analyze_dotnet_assembly, mock_ctx, {"object_id": object_id})
+        )
+
+        return {"success": True, "message": ".NET analysis started in background"}
 
     except Exception as e:
-        logger.exception(e, message="Error running .NET analysis")
+        logger.exception(e, message="Error starting .NET analysis")
         return {"success": False, "error": str(e)}
 
 
 @app.post("/agents/translate")
-def run_translation(request: dict):
-    """Run text translation on a file."""
+async def run_translation(request: dict):
+    """Run text translation on a file (async, non-blocking)."""
     try:
         object_id = request.get("object_id")
         if not object_id:
@@ -681,11 +699,15 @@ def run_translation(request: dict):
         # Create a mock workflow context for compatibility
         mock_ctx = type("MockContext", (), {})()
 
-        result = translate_text(mock_ctx, {"object_id": object_id, "target_language": target_language})
-        return result
+        # Run in background task - don't wait for completion
+        asyncio.create_task(
+            asyncio.to_thread(translate_text, mock_ctx, {"object_id": object_id, "target_language": target_language})
+        )
+
+        return {"success": True, "message": f"Translation to {target_language} started in background"}
 
     except Exception as e:
-        logger.exception(e, message="Error running translation")
+        logger.exception(e, message="Error starting translation")
         return {"success": False, "error": str(e)}
 
 
diff --git a/projects/frontend/src/components/FileViewer/FileViewer.jsx b/projects/frontend/src/components/FileViewer/FileViewer.jsx
index ce917d3..dc10cb4 100644
--- a/projects/frontend/src/components/FileViewer/FileViewer.jsx
+++ b/projects/frontend/src/components/FileViewer/FileViewer.jsx
@@ -377,6 +377,7 @@ const FileViewer = () => {
               type
               transform_object_id
             }
+            updated_at
           }
         }
       `,
@@ -393,34 +394,71 @@ const FileViewer = () => {
             if (data?.files_enriched && data.files_enriched.length > 0) {
               const updatedFile = data.files_enriched[0];
 
-              // Update fileData with the new transforms
-              setFileData(prev => ({
-                ...prev,
-                transforms: updatedFile.transforms
-              }));
+              // When main file updates, re-fetch everything including derived transforms
+              // This is simpler than trying to maintain sync
+              const refetchData = async () => {
+                try {
+                  const response = await fetch('/hasura/v1/graphql', {
+                    method: 'POST',
+                    headers: {
+                      'Content-Type': 'application/json',
+                      'x-hasura-admin-secret': window.ENV.HASURA_ADMIN_SECRET,
+                    },
+                    body: JSON.stringify({
+                      query: `
+                        query GetDerivedFileTransforms($objectId: uuid!) {
+                          files_enriched(where: {originating_object_id: {_eq: $objectId}}) {
+                            object_id
+                            transforms(where: {type: {_in: ["text_summary", "text_translation", "llm_extracted_credentials"]}}) {
+                              metadata
+                              type
+                              transform_object_id
+                            }
+                          }
+                        }
+                      `,
+                      variables: { objectId }
+                    })
+                  });
 
-              // Fetch new transform content if needed
-              if (updatedFile.transforms) {
-                const newTransforms = updatedFile.transforms.filter(transform =>
-                  isDisplayableTransform(transform) &&
-                  !transformData[transform.transform_object_id]
-                );
-
-                newTransforms.forEach(async (transform) => {
-                  const response = await cachedFetch(`/api/files/${transform.transform_object_id}`);
                   if (response.ok) {
-                    const content = await response.arrayBuffer();
-                    setTransformData(prev => ({
+                    const result = await response.json();
+                    const derivedTransforms = result.data?.files_enriched?.flatMap(df => df.transforms || []) || [];
+                    const allTransforms = [...(updatedFile.transforms || []), ...derivedTransforms];
+
+                    // Update fileData with merged transforms
+                    setFileData(prev => ({
                       ...prev,
-                      [transform.transform_object_id]: {
-                        content,
-                        type: transform.metadata.display_type_in_dashboard,
-                        fileName: transform.metadata.file_name
-                      }
+                      transforms: allTransforms
                     }));
+
+                    // Fetch new transform content if needed
+                    const newTransforms = allTransforms.filter(transform =>
+                      isDisplayableTransform(transform) &&
+                      !transformData[transform.transform_object_id]
+                    );
+
+                    newTransforms.forEach(async (transform) => {
+                      const response = await cachedFetch(`/api/files/${transform.transform_object_id}`);
+                      if (response.ok) {
+                        const content = await response.arrayBuffer();
+                        setTransformData(prev => ({
+                          ...prev,
+                          [transform.transform_object_id]: {
+                            content,
+                            type: transform.metadata.display_type_in_dashboard,
+                            fileName: transform.metadata.file_name
+                          }
+                        }));
+                      }
+                    });
                   }
-                });
-              }
+                } catch (err) {
+                  console.error('Error fetching derived transforms:', err);
+                }
+              };
+
+              refetchData();
             }
           },
           error: (err) => {
@@ -779,6 +817,14 @@ const FileViewer = () => {
                   }
                 }
               }
+              derived_files: files_enriched(where: {originating_object_id: {_eq: $objectId}}) {
+                object_id
+                transforms(where: {type: {_in: ["text_summary", "text_translation", "llm_extracted_credentials"]}}) {
+                  metadata
+                  type
+                  transform_object_id
+                }
+              }
             }
           `,
           variables: { objectId }
@@ -809,6 +855,11 @@ const FileViewer = () => {
           throw new Error(`File not found: The file with UUID ${objectId} does not exist in the database`);
         }
 
+        // Merge transforms from derived files (like extracted_plaintext.txt)
+        const derivedFiles = result.data.derived_files || [];
+        const derivedTransforms = derivedFiles.flatMap(df => df.transforms || []);
+        file.transforms = [...(file.transforms || []), ...derivedTransforms];
+
         setFileData(file);
         setCurrentLanguage(getMonacoLanguage(file.file_name, file.mime_type));
 
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 436fc9d..ddee68b 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -1195,13 +1195,16 @@ def _scan_agent_metadata():
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/metadata"
 
-        response = requests.get(url, timeout=10)
+        response = requests.get(url, timeout=5)  # Short timeout to prevent blocking
         if response.status_code == 200:
             return response.json().get("agents", [])
         else:
             logger.warning(f"Failed to get agent metadata from agents service: {response.status_code}")
             return []
 
+    except requests.Timeout:
+        logger.warning("Timeout getting agent metadata (agents service may be busy)")
+        return []
     except requests.RequestException as e:
         logger.warning(f"Could not connect to agents service for metadata: {e}")
         return []
@@ -1289,22 +1292,22 @@ async def get_agents_spend_data():
     "/agents/text_summarizer",
     tags=["system"],
     summary="Run text summarization",
-    description="Forward text summarization request to agents service",
+    description="Trigger text summarization in background (non-blocking)",
 )
 async def run_text_summarizer(request: dict = Body(..., description="Request containing object_id")):
-    """Forward text summarization request to agents service."""
+    """Trigger text summarization in agents service (returns immediately)."""
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/text_summarizer"
 
-        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        response = requests.post(url, json=request, timeout=10)  # Short timeout since it returns immediately
         if response.status_code == 200:
             return response.json()
         else:
-            logger.warning(f"Failed to run text summarizer: {response.status_code}")
+            logger.warning(f"Failed to start text summarizer: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
     except requests.Timeout as e:
-        logger.error("Timeout running text summarizer")
+        logger.error("Timeout starting text summarizer")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
@@ -1312,7 +1315,7 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error running text summarizer")
+        logger.exception(e, message="Error starting text summarizer")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1320,22 +1323,22 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
     "/agents/llm_credential_analysis",
     tags=["system"],
     summary="Run credential analysis",
-    description="Forward credential analysis request to agents service",
+    description="Trigger credential analysis in background (non-blocking)",
 )
 async def run_llm_credential_analysis(request: dict = Body(..., description="Request containing object_id")):
-    """Forward credential analysis request to agents service."""
+    """Trigger credential analysis in agents service (returns immediately)."""
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/llm_credential_analysis"
 
-        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        response = requests.post(url, json=request, timeout=10)  # Short timeout since it returns immediately
         if response.status_code == 200:
             return response.json()
         else:
-            logger.warning(f"Failed to run credential analysis: {response.status_code}")
+            logger.warning(f"Failed to start credential analysis: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
 
     except requests.Timeout as e:
-        logger.error("Timeout running credential analysis")
+        logger.error("Timeout starting credential analysis")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
@@ -1343,7 +1346,7 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error running credential analysis")
+        logger.exception(e, message="Error starting credential analysis")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1351,20 +1354,20 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
     "/agents/dotnet_analysis",
     tags=["system"],
     summary="Run .NET assembly analysis",
-    description="Forward .NET assembly analysis request to agents service",
+    description="Trigger .NET assembly analysis in background (non-blocking)",
 )
 async def run_dotnet_analysis(request: dict = Body(..., description="Request containing object_id")):
-    """Forward .NET assembly analysis request to agents service."""
+    """Trigger .NET assembly analysis in agents service (returns immediately)."""
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/dotnet_analysis"
-        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        response = requests.post(url, json=request, timeout=10)  # Short timeout since it returns immediately
         if response.status_code == 200:
             return response.json()
         else:
-            logger.warning(f"Failed to run .NET analysis: {response.status_code}")
+            logger.warning(f"Failed to start .NET analysis: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
     except requests.Timeout as e:
-        logger.error("Timeout running .NET analysis")
+        logger.error("Timeout starting .NET analysis")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
@@ -1372,7 +1375,7 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error running .NET analysis")
+        logger.exception(e, message="Error starting .NET analysis")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1380,22 +1383,22 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
     "/agents/translate",
     tags=["system"],
     summary="Run text translation",
-    description="Forward text translation request to agents service",
+    description="Trigger text translation in background (non-blocking)",
 )
 async def run_translation(
     request: dict = Body(..., description="Request containing object_id and optional target_language"),
 ):
-    """Forward text translation request to agents service."""
+    """Trigger text translation in agents service (returns immediately)."""
     try:
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/translate"
-        response = requests.post(url, json=request, timeout=120)  # 2 minute timeout for LLM operations
+        response = requests.post(url, json=request, timeout=10)  # Short timeout since it returns immediately
         if response.status_code == 200:
             return response.json()
         else:
-            logger.warning(f"Failed to run translation: {response.status_code}")
+            logger.warning(f"Failed to start translation: {response.status_code}")
             raise HTTPException(status_code=response.status_code, detail=f"Error from agents service: {response.text}")
     except requests.Timeout as e:
-        logger.error("Timeout running translation")
+        logger.error("Timeout starting translation")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
         logger.exception(e, message="Error connecting to agents service")
@@ -1403,7 +1406,7 @@ async def run_translation(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error running translation")
+        logger.exception(e, message="Error starting translation")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 

From a4ac8bba7b41688453282dc6add6f13d9649626e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 22 Oct 2025 16:57:55 -0700
Subject: [PATCH 225/279] Finding triage workflow doesn't block now

-Finding triage workflow doesn't block now
---
 projects/agents/agents/main.py | 7 +++++--
 1 file changed, 5 insertions(+), 2 deletions(-)

diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 3ced064..481893b 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -527,8 +527,11 @@ async def handle_findings_subscription():
                             )
 
                             try:
-                                state = workflow_client.wait_for_workflow_completion(
-                                    instance_id=instance_id, timeout_in_seconds=(10 * 60)
+                                # Run the blocking wait call in a thread pool to avoid blocking the event loop
+                                state = await asyncio.to_thread(
+                                    workflow_client.wait_for_workflow_completion,
+                                    instance_id=instance_id,
+                                    timeout_in_seconds=(10 * 60)
                                 )
                                 if not state:
                                     logger.error("Workflow not found!", instance_id=instance_id)

From 056308ab99d83cce5d00747ac9b334090f64d92c Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Wed, 22 Oct 2025 16:59:58 -0700
Subject: [PATCH 226/279] Fixes for the reporting agent and report generation

-Fixes for the reporting agent and report generation
---
 .../agents/agents/tasks/reporting_agent.py    | 17 +++++----
 .../components/Reporting/SourceReportPage.jsx | 16 ++++++++-
 projects/web_api/poetry.lock                  | 18 +++++++++-
 projects/web_api/pyproject.toml               |  1 +
 projects/web_api/web_api/main.py              | 35 ++++++++++++++-----
 projects/web_api/web_api/pdf_generator.py     | 20 +++++++++++
 .../web_api/templates/source_report.html      | 15 ++++++++
 7 files changed, 104 insertions(+), 18 deletions(-)

diff --git a/projects/agents/agents/tasks/reporting_agent.py b/projects/agents/agents/tasks/reporting_agent.py
index 7fd53cd..01f8301 100644
--- a/projects/agents/agents/tasks/reporting_agent.py
+++ b/projects/agents/agents/tasks/reporting_agent.py
@@ -30,7 +30,7 @@ class ReportingAgent(BaseAgent):
 You will receive statistical data about files and security findings from a compromised host or system.
 
 Your task is to analyze the data and answer: "If this host/system was compromised, what could an
-attacker have had access to and what would the risk/impact be?"
+attacker have had access to and what would the risk/impact be?.
 
 Focus on:
 1. Verified findings (marked as true_positive by analysts or AI triage)
@@ -44,10 +44,15 @@ DO NOT provide:
 - Compliance assessments
 - Temporal analysis or timeline-based patterns
 
+In some caseas we may be analyzing a disk image for a host - in those cases
+DO NOT focus on results/findings that would be present on stock systems,
+such as registry hives, Windows system files, etc. - focus instead on findings
+and credentials that would allow the compromise of OTHER systems or user accounts.
+
 Provide your analysis in markdown format with these sections:
 
 ## Executive Summary
-2-3 paragraphs summarizing the overall risk exposure and key concerns.
+1 paragraph summarizing the overall risk exposure and key concerns.
 
 ## Risk Level Assessment
 Classify as High, Medium, or Low with clear justification based on the data.
@@ -55,11 +60,9 @@ Classify as High, Medium, or Low with clear justification based on the data.
 ## Critical Findings
 List the most important security findings that represent the highest risk.
 
-## Credential Exposure Analysis
-Analyze what credentials were found, which are decrypted, and the potential impact.
-
-## Sensitive Data Exposure
-Analyze PII, sensitive documents, and other data that could be exploited.
+## Credential/Sensitive Data Exposure Analysis
+Analyze what credentials were found, which are decrypted, and the potential impact
+as well as PII, sensitive documents, and other data that could be exploited.
 
 ## Attack Surface Analysis
 Based on file types and applications, what attack surface exists and what could be targeted.
diff --git a/projects/frontend/src/components/Reporting/SourceReportPage.jsx b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
index 88d08a2..0ba74a6 100644
--- a/projects/frontend/src/components/Reporting/SourceReportPage.jsx
+++ b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
@@ -129,7 +129,21 @@ const SourceReportPage = () => {
 
   const handleDownloadPDF = async () => {
     try {
-      const response = await fetch(`/api/reports/source/pdf?source=${encodeURIComponent(sourceName)}`);
+      // Prepare AI synthesis data if it exists
+      const requestBody = llmReport ? {
+        ai_synthesis: {
+          risk_level: llmReport.risk_level,
+          report_markdown: llmReport.report_markdown,
+        }
+      } : null;
+
+      const response = await fetch(`/api/reports/source/pdf?source=${encodeURIComponent(sourceName)}`, {
+        method: 'POST',
+        headers: {
+          'Content-Type': 'application/json',
+        },
+        body: requestBody ? JSON.stringify(requestBody) : JSON.stringify({}),
+      });
 
       if (!response.ok) {
         throw new Error(`Failed to generate PDF: ${response.status}`);
diff --git a/projects/web_api/poetry.lock b/projects/web_api/poetry.lock
index ab3b00b..11154ee 100644
--- a/projects/web_api/poetry.lock
+++ b/projects/web_api/poetry.lock
@@ -1320,6 +1320,22 @@ files = [
 dnspython = "*"
 ldap3 = ">2.5.0,<2.5.2 || >2.5.2,<2.6 || >2.6"
 
+[[package]]
+name = "markdown"
+version = "3.9"
+description = "Python implementation of John Gruber's Markdown."
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "markdown-3.9-py3-none-any.whl", hash = "sha256:9f4d91ed810864ea88a6f32c07ba8bee1346c0cc1f6b1f9f6c822f2a9667d280"},
+    {file = "markdown-3.9.tar.gz", hash = "sha256:d2900fe1782bd33bdbbd56859defef70c2e78fc46668f8eb9df3128138f2cb6a"},
+]
+
+[package.extras]
+docs = ["mdx_gh_links (>=0.2)", "mkdocs (>=1.6)", "mkdocs-gen-files", "mkdocs-literate-nav", "mkdocs-nature (>=0.6)", "mkdocs-section-index", "mkdocstrings[python]"]
+testing = ["coverage", "pyyaml"]
+
 [[package]]
 name = "markdown-it-py"
 version = "4.0.0"
@@ -3447,4 +3463,4 @@ propcache = ">=0.2.1"
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "8fcfc26d7d01fbcacb289edb90dce6908fb7eb4ada5adc8948899c3a98dc5715"
+content-hash = "95401f40f2ff2e832fbeeb6392639087a07c9c23736b579bde000f486bc2351d"
diff --git a/projects/web_api/pyproject.toml b/projects/web_api/pyproject.toml
index 8340d4d..23c8f5a 100644
--- a/projects/web_api/pyproject.toml
+++ b/projects/web_api/pyproject.toml
@@ -25,6 +25,7 @@ pytsk3 = "^20250312"
 watchdog = "^6.0.0"
 pyyaml = "^6.0.2"
 jinja2 = "^3.1.6"
+markdown = "^3.9"
 
 [tool.poetry.group.dev.dependencies]
 pytest = "^8.4.2"
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index ddee68b..902e02e 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -51,6 +51,7 @@ from web_api.models.responses import (
     SystemReport,
     WorkflowStatusResponse,
 )
+from web_api.pdf_generator import generate_source_report_pdf
 from web_api.queue_monitor import WorkflowQueueMonitor
 
 logger = get_logger(__name__)
@@ -132,9 +133,12 @@ app = FastAPI(
 @app.middleware("http")
 async def timeout_middleware(request: Request, call_next):
     try:
-        # Set timeout for file uploads (10 minutes) and other requests (60 seconds)
+        # Set timeout for file uploads (10 minutes), PDF generation (5 minutes), and other requests (60 seconds)
         if request.url.path.endswith("/files") or request.url.path.endswith("/containers"):
             timeout = 600
+        elif "/pdf" in request.url.path or "/synthesize" in request.url.path:
+            # PDF generation and AI synthesis can take longer
+            timeout = 300
         else:
             timeout = 60
         return await asyncio.wait_for(call_next(request), timeout=timeout)
@@ -1674,8 +1678,8 @@ async def synthesize_source_report(
 
         report = await asyncio.to_thread(get_source_report_data, get_db_pool(), source)
 
-        # Convert report to dict for passing to agent
-        report_data = report.model_dump()
+        # Convert report to dict for passing to agent (mode='json' handles datetime serialization)
+        report_data = report.model_dump(mode='json')
 
         # Call agents service via Dapr
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/report_generator"
@@ -1751,8 +1755,8 @@ async def synthesize_system_report(
 
         report = await asyncio.to_thread(get_system_report_data, get_db_pool(), start_date, end_date, project)
 
-        # Convert report to dict for passing to agent
-        report_data = report.model_dump()
+        # Convert report to dict for passing to agent (mode='json' handles datetime serialization)
+        report_data = report.model_dump(mode='json')
 
         # Call agents service via Dapr
         url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/agents/method/agents/report_generator"
@@ -1803,17 +1807,18 @@ async def synthesize_system_report(
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
-@app.get(
+@app.post(
     "/reports/source/pdf",
     tags=["reports"],
     summary="Download source report as PDF",
-    description="Generate and download a PDF report for a specific source",
+    description="Generate and download a PDF report for a specific source. POST allows including pre-generated AI synthesis.",
     response_class=Response,
 )
 async def download_source_report_pdf(
     source: str = Query(..., description="Source name (supports URLs and special characters, case-insensitive)"),
     start_date: datetime | None = Query(None, description="Filter by start date"),
     end_date: datetime | None = Query(None, description="Filter by end date"),
+    ai_synthesis: dict | None = Body(None, description="Optional pre-generated AI synthesis to include in PDF"),
 ):
     """
     Generate and download a PDF report for a specific source.
@@ -1822,6 +1827,7 @@ async def download_source_report_pdf(
         source: Source name to generate report for
         start_date: Optional start date filter
         end_date: Optional end date filter
+        ai_synthesis: Optional pre-generated AI synthesis to include
 
     Returns:
         PDF file download
@@ -1835,8 +1841,19 @@ async def download_source_report_pdf(
         # Convert report to dict for PDF generation
         report_data = report.model_dump()
 
-        # Generate PDF
-        from web_api.pdf_generator import generate_source_report_pdf
+        # Debug logging
+        logger.debug(f"Received ai_synthesis: {ai_synthesis}")
+
+        # Add AI synthesis to report data if provided
+        # The body comes as {"ai_synthesis": {...}}, so extract the inner dict
+        if ai_synthesis and "ai_synthesis" in ai_synthesis:
+            actual_synthesis = ai_synthesis["ai_synthesis"]
+            logger.debug(f"Adding ai_synthesis to report_data: risk_level={actual_synthesis.get('risk_level')}, markdown length={len(actual_synthesis.get('report_markdown', ''))}")
+            report_data["ai_synthesis"] = actual_synthesis
+        elif ai_synthesis:
+            # Fallback if it's already the right structure
+            logger.debug(f"Adding ai_synthesis to report_data (direct): risk_level={ai_synthesis.get('risk_level')}, markdown length={len(ai_synthesis.get('report_markdown', ''))}")
+            report_data["ai_synthesis"] = ai_synthesis
 
         pdf_bytes = await asyncio.to_thread(generate_source_report_pdf, report_data)
 
diff --git a/projects/web_api/web_api/pdf_generator.py b/projects/web_api/web_api/pdf_generator.py
index f25b45f..0ceb633 100644
--- a/projects/web_api/web_api/pdf_generator.py
+++ b/projects/web_api/web_api/pdf_generator.py
@@ -5,6 +5,7 @@ import tempfile
 from datetime import datetime
 from pathlib import Path
 
+import markdown
 import requests
 from jinja2 import Environment, FileSystemLoader
 
@@ -25,6 +26,24 @@ def render_source_report_html(report_data: dict) -> str:
     if isinstance(generated_at, datetime):
         generated_at = generated_at.strftime("%Y-%m-%d %H:%M:%S UTC")
 
+    # Prepare AI synthesis with markdown converted to HTML
+    ai_synthesis = report_data.get("ai_synthesis")
+    # print(f"DEBUG pdf_generator: ai_synthesis={ai_synthesis}")
+    if ai_synthesis and ai_synthesis.get("report_markdown"):
+        # print(f"DEBUG pdf_generator: Converting markdown to HTML, length={len(ai_synthesis['report_markdown'])}")
+        # Convert markdown to HTML
+        html_content = markdown.markdown(
+            ai_synthesis["report_markdown"],
+            extensions=['extra', 'nl2br', 'sane_lists']
+        )
+        # print(f"DEBUG pdf_generator: HTML length={len(html_content)}")
+        ai_synthesis = {
+            "risk_level": ai_synthesis.get("risk_level"),
+            "report_html": html_content,
+        }
+    # else:
+    #     print(f"DEBUG pdf_generator: No markdown found in ai_synthesis")
+
     # Prepare data for template
     context = {
         "source": report_data.get("source", "Unknown"),
@@ -34,6 +53,7 @@ def render_source_report_html(report_data: dict) -> str:
         "findings_detail": report_data.get("findings_detail", {}),
         "top_findings": report_data.get("top_findings", []),
         "enrichment_performance": report_data.get("enrichment_performance", {}),
+        "ai_synthesis": ai_synthesis,  # Optional AI synthesis with HTML
     }
 
     return template.render(**context)
diff --git a/projects/web_api/web_api/templates/source_report.html b/projects/web_api/web_api/templates/source_report.html
index 7760ee2..61f1990 100644
--- a/projects/web_api/web_api/templates/source_report.html
+++ b/projects/web_api/web_api/templates/source_report.html
@@ -394,6 +394,21 @@
         </div>
         {% endif %}
 
+        <!-- AI Risk Assessment -->
+        {% if ai_synthesis %}
+        <div class="section" style="page-break-before: always;">
+            <h2 class="section-title">AI-Generated Risk Assessment</h2>
+            <div style="margin-bottom: 12px;">
+                <span class="badge {% if ai_synthesis.risk_level == 'high' %}badge-critical{% elif ai_synthesis.risk_level == 'medium' %}badge-high{% else %}badge-medium{% endif %}" style="font-size: 10pt; padding: 6px 12px;">
+                    Risk Level: {{ ai_synthesis.risk_level|upper }}
+                </span>
+            </div>
+            <div style="background: #f9fafb; border: 1px solid #e5e7eb; border-radius: 6px; padding: 15px; font-size: 9pt; line-height: 1.6;">
+                {{ ai_synthesis.report_html|safe }}
+            </div>
+        </div>
+        {% endif %}
+
         <div class="footer">
             Generated by Nemesis Reporting System • {{ source }} • {{ generated_at }}
         </div>

From 2169c07724607fb9327ac7fe7d72c2c80d62b27b Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 23 Oct 2025 11:51:18 -0700
Subject: [PATCH 227/279] Update main.py

---
 projects/agents/agents/main.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 481893b..6532563 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -531,7 +531,7 @@ async def handle_findings_subscription():
                                 state = await asyncio.to_thread(
                                     workflow_client.wait_for_workflow_completion,
                                     instance_id=instance_id,
-                                    timeout_in_seconds=(10 * 60)
+                                    timeout_in_seconds=(3 * 60)
                                 )
                                 if not state:
                                     logger.error("Workflow not found!", instance_id=instance_id)

From 757d653a7003e0176eae45adfae6356d7e13a7a2 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 23 Oct 2025 12:18:59 -0700
Subject: [PATCH 228/279] Changed findings layout table

-Changed findings layout table
---
 projects/agents/agents/main.py                | 22 +++++++++++--------
 .../src/components/Findings/Table.jsx         |  4 ++--
 2 files changed, 15 insertions(+), 11 deletions(-)

diff --git a/projects/agents/agents/main.py b/projects/agents/agents/main.py
index 6532563..6d922ec 100644
--- a/projects/agents/agents/main.py
+++ b/projects/agents/agents/main.py
@@ -527,22 +527,26 @@ async def handle_findings_subscription():
                             )
 
                             try:
-                                # Run the blocking wait call in a thread pool to avoid blocking the event loop
-                                state = await asyncio.to_thread(
-                                    workflow_client.wait_for_workflow_completion,
-                                    instance_id=instance_id,
-                                    timeout_in_seconds=(3 * 60)
+                                state = await asyncio.wait_for(
+                                    asyncio.to_thread(
+                                        workflow_client.wait_for_workflow_completion,
+                                        instance_id=instance_id,
+                                        timeout_in_seconds=3 * 60,  # internal timeout in workflow client
+                                    ),
+                                    timeout=3 * 60 + 10,  # small outer buffer, in seconds
                                 )
+
                                 if not state:
                                     logger.error("Workflow not found!", instance_id=instance_id)
                                 elif state.runtime_status.name == "COMPLETED":
                                     logger.debug("Workflow completed", finding_id=finding_id, instance_id=instance_id)
                                 else:
-                                    logger.warning(
-                                        f"Workflow failed! Status: {state.runtime_status.name}"
-                                    )  # not expected
+                                    logger.warning(f"Workflow failed! Status: {state.runtime_status.name}", instance_id=instance_id)
+
                             except TimeoutError:
-                                logger.error("Workflow timed out", instance_id=instance_id)
+                                logger.error("Workflow client timed out internally", instance_id=instance_id)
+                            except Exception as e:
+                                logger.exception(e, message=f"Error waiting for workflow completion for {finding_id}")
 
                         except Exception as e:
                             logger.exception(e, message=f"Error running workflow for finding {finding_id}")
diff --git a/projects/frontend/src/components/Findings/Table.jsx b/projects/frontend/src/components/Findings/Table.jsx
index 40fc349..c4318b8 100644
--- a/projects/frontend/src/components/Findings/Table.jsx
+++ b/projects/frontend/src/components/Findings/Table.jsx
@@ -86,7 +86,7 @@ export const TableHeaders = ({ isTriageMode, sortColumn, sortDirection, onSort }
                 currentSort={sortColumn}
                 currentDirection={sortDirection}
                 onSort={onSort}
-                className="flex-grow min-w-[300px]"
+                className="flex-shrink-0 w-96"
             >
                 File Path
             </SortableHeader>
@@ -212,7 +212,7 @@ export const TableRow = React.memo(({ index, style, data }) => {
                     </div>
                 </Tooltip>
             </div>
-            <div className="flex-grow min-w-[300px] text-sm text-gray-500 dark:text-gray-400 text-left relative truncate">
+            <div className="flex-shrink-0 w-96 text-sm text-gray-500 dark:text-gray-400 text-left relative truncate">
                 <Tooltip
                     content={finding.files_enriched?.path || 'Unknown path'}
                     side="top"

From 08448e12fc4dfdbfaeb20d6d3ffa101f7e31ee77 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 23 Oct 2025 12:36:52 -0700
Subject: [PATCH 229/279] Update reporting_agent.py

---
 projects/agents/agents/tasks/reporting_agent.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/projects/agents/agents/tasks/reporting_agent.py b/projects/agents/agents/tasks/reporting_agent.py
index 01f8301..37fcb3d 100644
--- a/projects/agents/agents/tasks/reporting_agent.py
+++ b/projects/agents/agents/tasks/reporting_agent.py
@@ -49,7 +49,10 @@ DO NOT focus on results/findings that would be present on stock systems,
 such as registry hives, Windows system files, etc. - focus instead on findings
 and credentials that would allow the compromise of OTHER systems or user accounts.
 
-Provide your analysis in markdown format with these sections:
+Provide your analysis in markdown format with these sections.
+
+IMPORTANT: Do NOT include a top-level title (# heading) in your response.
+Start directly with the section headings below:
 
 ## Executive Summary
 1 paragraph summarizing the overall risk exposure and key concerns.

From 815138ce321bfb16ae3f0fb016fdc248104d4fc0 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Thu, 23 Oct 2025 14:00:41 -0700
Subject: [PATCH 230/279] Host reporting tweaks

- Changed reporting prompt
- changed up some of the displayed reporting stats
---
 .../agents/agents/tasks/reporting_agent.py    | 14 ++-
 .../components/Findings/FindingsFilters.jsx   | 51 +++++-----
 .../src/components/Findings/Table.jsx         |  8 +-
 .../components/Reporting/SourceReportPage.jsx | 93 ++++++++-----------
 projects/web_api/web_api/reporting_routes.py  | 16 ++--
 .../web_api/templates/source_report.html      | 58 +++++-------
 6 files changed, 116 insertions(+), 124 deletions(-)

diff --git a/projects/agents/agents/tasks/reporting_agent.py b/projects/agents/agents/tasks/reporting_agent.py
index 37fcb3d..2992bea 100644
--- a/projects/agents/agents/tasks/reporting_agent.py
+++ b/projects/agents/agents/tasks/reporting_agent.py
@@ -44,10 +44,16 @@ DO NOT provide:
 - Compliance assessments
 - Temporal analysis or timeline-based patterns
 
-In some caseas we may be analyzing a disk image for a host - in those cases
-DO NOT focus on results/findings that would be present on stock systems,
-such as registry hives, Windows system files, etc. - focus instead on findings
-and credentials that would allow the compromise of OTHER systems or user accounts.
+In some cases we may be analyzing a disk image for a host - in those cases:
+- Registry hives (SYSTEM, SECURITY, SAM) existing is expected and NORMAL - this is NOT a high-risk finding by itself
+- Focus on EXTRACTED CREDENTIALS that enable access to OTHER systems or accounts:
+  * Successfully cracked/decrypted user passwords (not just hashed passwords existing)
+  * Kerberos tickets that grant access to additional hosts
+  * Decrypted browser credentials for external services (high value hosts)
+  * SSH keys, API tokens, cloud service credentials
+  * Credentials in application config files or documents
+- DPAPI masterkeys being decrypted only matters if they were used to decrypt sensitive credentials
+- Focus on findings that enable lateral movement or access beyond this single host
 
 Provide your analysis in markdown format with these sections.
 
diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index b70b8c9..9c162cf 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -17,14 +17,6 @@ const FindingsFilters = ({
         return value !== null ? value : defaultValue;
     };
 
-    const convertSeverityFromUrl = (urlSeverity) => {
-        if (!urlSeverity) return ['high', 'medium', 'low'];
-
-        // Handle comma-separated multiple severities
-        const severities = urlSeverity.split(',').filter(s => ['high', 'medium', 'low'].includes(s.trim()));
-        return severities.length > 0 ? severities : ['high', 'medium', 'low'];
-    };
-
     // Initialize state from URL parameters
     const [categoryFilter, setCategoryFilter] = React.useState(() => {
         const urlCategory = getFilterFromUrl('category', '');
@@ -35,9 +27,12 @@ const FindingsFilters = ({
         return categories.length > 0 ? categories : ['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational'];
     });
 
-    const [severityFilter, setSeverityFilter] = React.useState(() =>
-        convertSeverityFromUrl(getFilterFromUrl('severity', ''))
-    );
+    const [severityFilter, setSeverityFilter] = React.useState(() => {
+        const urlSeverity = getFilterFromUrl('severity', '');
+        if (!urlSeverity) return ['critical', 'high', 'medium', 'low', 'informational'];
+        const severities = urlSeverity.split(',').filter(s => ['critical', 'high', 'medium', 'low', 'informational'].includes(s.trim()));
+        return severities.length > 0 ? severities : ['critical', 'high', 'medium', 'low', 'informational'];
+    });
     const [severityDropdownOpen, setSeverityDropdownOpen] = React.useState(false);
     const severityDropdownRef = useRef(null);
     const severityButtonRef = useRef(null);
@@ -69,7 +64,7 @@ const FindingsFilters = ({
     // Check if any filters are active
     const hasActiveFilters = useMemo(() => {
         return categoryFilter.length !== 8 ||
-            severityFilter.length !== 3 ||
+            severityFilter.length !== 5 ||
             searchFilter !== '' ||
             triageFilter !== 'untriaged_and_actionable' ||
             triageSourceFilter !== 'all' ||
@@ -79,7 +74,7 @@ const FindingsFilters = ({
     // Handle clearing all filters
     const handleClearFilters = () => {
         setCategoryFilter(['credential', 'extracted_hash', 'extracted_data', 'vulnerability', 'yara_match', 'pii', 'misc', 'informational']);
-        setSeverityFilter(['high', 'medium', 'low']);
+        setSeverityFilter(['critical', 'high', 'medium', 'low', 'informational']);
         setSearchFilter('');
         setTriageFilter('untriaged_and_actionable');
         setTriageSourceFilter('all');
@@ -96,7 +91,7 @@ const FindingsFilters = ({
             newParams.set('category', categoryFilter.join(','));
         }
 
-        if (severityFilter.length < 3) {
+        if (severityFilter.length < 5) {
             // Only set URL parameter if not all severities are selected
             newParams.set('severity', severityFilter.join(','));
         }
@@ -135,18 +130,26 @@ const FindingsFilters = ({
             if (categoryFilter.length < 8 && !categoryFilter.includes(finding.category)) return false;
 
             // Severity filter
-            if (severityFilter.length < 3) {
+            if (severityFilter.length < 5) {
                 let severityMatch = false;
                 for (const selected of severityFilter) {
-                    if (selected === 'high' && finding.severity >= 7) {
+                    if (selected === 'critical' && finding.severity >= 9) {
                         severityMatch = true;
                         break;
                     }
-                    if (selected === 'medium' && finding.severity >= 4 && finding.severity < 7) {
+                    if (selected === 'high' && finding.severity >= 7 && finding.severity <= 8) {
                         severityMatch = true;
                         break;
                     }
-                    if (selected === 'low' && finding.severity < 4) {
+                    if (selected === 'medium' && finding.severity >= 4 && finding.severity <= 6) {
+                        severityMatch = true;
+                        break;
+                    }
+                    if (selected === 'low' && finding.severity >= 2 && finding.severity <= 3) {
+                        severityMatch = true;
+                        break;
+                    }
+                    if (selected === 'informational' && finding.severity <= 1) {
                         severityMatch = true;
                         break;
                     }
@@ -259,7 +262,7 @@ const FindingsFilters = ({
         setSeverityFilter(prev => {
             if (prev.includes(severity)) {
                 const newSelection = prev.filter(s => s !== severity);
-                return newSelection.length === 0 ? ['high', 'medium', 'low'] : newSelection;
+                return newSelection.length === 0 ? ['critical', 'high', 'medium', 'low', 'informational'] : newSelection;
             } else {
                 return [...prev, severity];
             }
@@ -284,9 +287,9 @@ const FindingsFilters = ({
     }, []);
 
     const getSeverityButtonText = () => {
-        if (severityFilter.length === 3) return 'All Severities';
+        if (severityFilter.length === 5) return 'All Severities';
         if (severityFilter.length === 0) return 'No Severities';
-        const labels = { high: 'High', medium: 'Medium', low: 'Low' };
+        const labels = { critical: 'Critical', high: 'High', medium: 'Medium', low: 'Low', informational: 'Info' };
         return severityFilter.map(s => labels[s]).join(', ');
     };
 
@@ -451,9 +454,11 @@ const FindingsFilters = ({
                     >
                         <div className="p-2">
                             {[
-                                { key: 'high', label: 'High (7-10)', color: 'text-red-600 dark:text-red-400' },
+                                { key: 'critical', label: 'Critical (9-10)', color: 'text-purple-600 dark:text-purple-400' },
+                                { key: 'high', label: 'High (7-8)', color: 'text-red-600 dark:text-red-400' },
                                 { key: 'medium', label: 'Medium (4-6)', color: 'text-orange-600 dark:text-orange-400' },
-                                { key: 'low', label: 'Low (0-3)', color: 'text-yellow-600 dark:text-yellow-400' }
+                                { key: 'low', label: 'Low (2-3)', color: 'text-yellow-600 dark:text-yellow-400' },
+                                { key: 'informational', label: 'Informational (0-1)', color: 'text-gray-600 dark:text-gray-400' }
                             ].map(({ key, label, color }) => (
                                 <label key={key} className="flex items-center space-x-2 p-1 hover:bg-gray-100 dark:hover:bg-gray-600 rounded cursor-pointer">
                                     <input
diff --git a/projects/frontend/src/components/Findings/Table.jsx b/projects/frontend/src/components/Findings/Table.jsx
index c4318b8..c041fdb 100644
--- a/projects/frontend/src/components/Findings/Table.jsx
+++ b/projects/frontend/src/components/Findings/Table.jsx
@@ -121,12 +121,16 @@ export const TableRow = React.memo(({ index, style, data }) => {
 
     const renderSeverityBadge = (severity) => {
         let classes = 'px-2.5 py-0.5 rounded-full text-xs font-medium ';
-        if (severity >= 7) {
+        if (severity >= 9) {
+            classes += 'bg-purple-100 text-purple-800 dark:bg-purple-900/20 dark:text-purple-400';
+        } else if (severity >= 7) {
             classes += 'bg-red-100 text-red-800 dark:bg-red-900/20 dark:text-red-400';
         } else if (severity >= 4) {
+            classes += 'bg-orange-100 text-orange-800 dark:bg-orange-900/20 dark:text-orange-400';
+        } else if (severity >= 2) {
             classes += 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/20 dark:text-yellow-400';
         } else {
-            classes += 'bg-green-100 text-green-800 dark:bg-green-900/20 dark:text-green-400';
+            classes += 'bg-gray-100 text-gray-800 dark:bg-gray-900/20 dark:text-gray-400';
         }
         return <span className={classes}>{severity}</span>;
     };
diff --git a/projects/frontend/src/components/Reporting/SourceReportPage.jsx b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
index 0ba74a6..9867ebc 100644
--- a/projects/frontend/src/components/Reporting/SourceReportPage.jsx
+++ b/projects/frontend/src/components/Reporting/SourceReportPage.jsx
@@ -309,59 +309,38 @@ const SourceReportPage = () => {
       </DashboardSection>
 
       {/* Risk Indicators */}
-      <DashboardSection title="Risk Indicators">
-        <div className="space-y-4">
-          <div>
-            <h3 className="text-md font-semibold text-gray-700 dark:text-gray-300 mb-2">Credentials</h3>
-            <div className="grid grid-cols-2 md:grid-cols-4 gap-4">
-              <StatCard
-                title="Chromium Logins"
-                value={report.risk_indicators.credentials.chromium_logins}
-                icon={Server}
-              />
-              <StatCard
-                title="Logins Decrypted"
-                value={report.risk_indicators.credentials.chromium_logins_decrypted}
-                icon={CheckCircle}
-                className={report.risk_indicators.credentials.chromium_logins_decrypted > 0 ? 'border-2 border-orange-500' : ''}
-              />
-              <StatCard
-                title="Chromium Cookies"
-                value={report.risk_indicators.credentials.chromium_cookies}
-                icon={Server}
-              />
-              <StatCard
-                title="Cookies Decrypted"
-                value={report.risk_indicators.credentials.chromium_cookies_decrypted}
-                icon={CheckCircle}
-                className={report.risk_indicators.credentials.chromium_cookies_decrypted > 0 ? 'border-2 border-orange-500' : ''}
-              />
-            </div>
-            <div className="grid grid-cols-2 md:grid-cols-4 gap-4 mt-4">
-              <StatCard
-                title="DPAPI Masterkeys"
-                value={report.risk_indicators.credentials.dpapi_masterkeys}
-                icon={Server}
-              />
-              <StatCard
-                title="Masterkeys Decrypted"
-                value={report.risk_indicators.credentials.dpapi_masterkeys_decrypted}
-                icon={CheckCircle}
-                className={report.risk_indicators.credentials.dpapi_masterkeys_decrypted > 0 ? 'border-2 border-orange-500' : ''}
-              />
-              <StatCard
-                title="NoseyParker Findings"
-                value={report.risk_indicators.credentials.noseyparker_findings}
-                icon={Search}
-                className={report.risk_indicators.credentials.noseyparker_findings > 0 ? 'border-2 border-red-500' : ''}
-              />
-              <StatCard
-                title="YARA Matches"
-                value={report.risk_indicators.sensitive_data.yara_matches}
-                icon={FileText}
-              />
-            </div>
-          </div>
+      <DashboardSection title="Credential Exposure">
+        <div className="grid grid-cols-1 md:grid-cols-5 gap-4">
+          <StatCard
+            title="NoseyParker Findings"
+            value={report.risk_indicators.credentials.noseyparker_findings}
+            icon={Search}
+            className={report.risk_indicators.credentials.noseyparker_findings > 0 ? 'border-2 border-red-500' : ''}
+          />
+          <StatCard
+            title="YARA Matches"
+            value={report.risk_indicators.sensitive_data.yara_matches}
+            icon={FileText}
+            className={report.risk_indicators.sensitive_data.yara_matches > 0 ? 'border-2 border-red-500' : ''}
+          />
+          <StatCard
+            title="Chromium Logins Decrypted"
+            value={report.risk_indicators.credentials.chromium_logins_decrypted}
+            icon={CheckCircle}
+            className={report.risk_indicators.credentials.chromium_logins_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+          />
+          <StatCard
+            title="Chromium Cookies Decrypted"
+            value={report.risk_indicators.credentials.chromium_cookies_decrypted}
+            icon={CheckCircle}
+            className={report.risk_indicators.credentials.chromium_cookies_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+          />
+          <StatCard
+            title="DPAPI Masterkeys Decrypted"
+            value={report.risk_indicators.credentials.dpapi_masterkeys_decrypted}
+            icon={CheckCircle}
+            className={report.risk_indicators.credentials.dpapi_masterkeys_decrypted > 0 ? 'border-2 border-orange-500' : ''}
+          />
         </div>
       </DashboardSection>
 
@@ -450,11 +429,13 @@ const SourceReportPage = () => {
                     <td className="px-4 py-2 text-sm text-gray-600 dark:text-gray-400">{finding.category}</td>
                     <td className="px-4 py-2 text-sm">
                       <span className={`px-2 py-1 rounded text-xs font-medium ${
-                        finding.severity >= 3 ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
-                        finding.severity === 2 ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
+                        finding.severity >= 9 ? 'bg-purple-100 text-purple-800 dark:bg-purple-900/30 dark:text-purple-400' :
+                        finding.severity >= 7 ? 'bg-red-100 text-red-800 dark:bg-red-900/30 dark:text-red-400' :
+                        finding.severity >= 4 ? 'bg-orange-100 text-orange-800 dark:bg-orange-900/30 dark:text-orange-400' :
+                        finding.severity >= 2 ? 'bg-yellow-100 text-yellow-800 dark:bg-yellow-900/30 dark:text-yellow-400' :
                         'bg-gray-100 text-gray-800 dark:bg-gray-800 dark:text-gray-400'
                       }`}>
-                        {finding.severity >= 3 ? 'High' : finding.severity === 2 ? 'Medium' : 'Low'}
+                        {finding.severity >= 9 ? 'Critical' : finding.severity >= 7 ? 'High' : finding.severity >= 4 ? 'Medium' : finding.severity >= 2 ? 'Low' : 'Informational'}
                       </span>
                     </td>
                     <td className="px-4 py-2 text-sm">
diff --git a/projects/web_api/web_api/reporting_routes.py b/projects/web_api/web_api/reporting_routes.py
index a69953c..4648eb6 100644
--- a/projects/web_api/web_api/reporting_routes.py
+++ b/projects/web_api/web_api/reporting_routes.py
@@ -216,9 +216,11 @@ def get_source_report_data(
                 f"""
                 SELECT
                     CASE
-                        WHEN f.severity >= 3 THEN 'high'
-                        WHEN f.severity = 2 THEN 'medium'
-                        ELSE 'low'
+                        WHEN f.severity >= 9 THEN 'critical'
+                        WHEN f.severity >= 7 THEN 'high'
+                        WHEN f.severity >= 4 THEN 'medium'
+                        WHEN f.severity >= 2 THEN 'low'
+                        ELSE 'informational'
                     END as severity_level,
                     COUNT(*) as count
                 FROM files_enriched fe
@@ -578,9 +580,11 @@ def get_system_report_data(
                 f"""
                 SELECT
                     CASE
-                        WHEN f.severity >= 3 THEN 'high'
-                        WHEN f.severity = 2 THEN 'medium'
-                        ELSE 'low'
+                        WHEN f.severity >= 9 THEN 'critical'
+                        WHEN f.severity >= 7 THEN 'high'
+                        WHEN f.severity >= 4 THEN 'medium'
+                        WHEN f.severity >= 2 THEN 'low'
+                        ELSE 'informational'
                     END as severity_level,
                     COUNT(*) as count
                 FROM files_enriched fe
diff --git a/projects/web_api/web_api/templates/source_report.html b/projects/web_api/web_api/templates/source_report.html
index 61f1990..07cbc02 100644
--- a/projects/web_api/web_api/templates/source_report.html
+++ b/projects/web_api/web_api/templates/source_report.html
@@ -167,6 +167,11 @@
             color: #065f46;
         }
 
+        .badge-informational {
+            background: #f3f4f6;
+            color: #4b5563;
+        }
+
         .findings-breakdown {
             display: grid;
             grid-template-columns: repeat(2, 1fr);
@@ -261,19 +266,31 @@
         </div>
 
         <!-- Risk Indicators - Credentials -->
-        {% if risk_indicators.credentials %}
         <div class="section">
             <h2 class="section-title">Credential Exposure</h2>
-            <div class="stats-grid">
-                {% for key, value in risk_indicators.credentials.items() %}
+            <div class="stats-grid" style="grid-template-columns: repeat(5, 1fr);">
                 <div class="stat-card">
-                    <div class="stat-label">{{ key|replace('_', ' ')|title }}</div>
-                    <div class="stat-value {% if value > 0 %}danger{% endif %}">{{ value }}</div>
+                    <div class="stat-label">NoseyParker Findings</div>
+                    <div class="stat-value {% if risk_indicators.credentials.noseyparker_findings > 0 %}danger{% endif %}">{{ risk_indicators.credentials.noseyparker_findings }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">YARA Matches</div>
+                    <div class="stat-value {% if risk_indicators.sensitive_data.yara_matches > 0 %}danger{% endif %}">{{ risk_indicators.sensitive_data.yara_matches }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Chromium Logins Decrypted</div>
+                    <div class="stat-value {% if risk_indicators.credentials.chromium_logins_decrypted > 0 %}danger{% endif %}">{{ risk_indicators.credentials.chromium_logins_decrypted }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">Chromium Cookies Decrypted</div>
+                    <div class="stat-value {% if risk_indicators.credentials.chromium_cookies_decrypted > 0 %}danger{% endif %}">{{ risk_indicators.credentials.chromium_cookies_decrypted }}</div>
+                </div>
+                <div class="stat-card">
+                    <div class="stat-label">DPAPI Masterkeys Decrypted</div>
+                    <div class="stat-value {% if risk_indicators.credentials.dpapi_masterkeys_decrypted > 0 %}danger{% endif %}">{{ risk_indicators.credentials.dpapi_masterkeys_decrypted }}</div>
                 </div>
-                {% endfor %}
             </div>
         </div>
-        {% endif %}
 
         <!-- Findings by Category -->
         {% if findings_detail.by_category %}
@@ -349,7 +366,7 @@
                         <td>{{ finding.finding_name }}</td>
                         <td>{{ finding.category }}</td>
                         <td>
-                            {% set severity_name = 'critical' if finding.severity >= 4 else 'high' if finding.severity >= 3 else 'medium' if finding.severity >= 2 else 'low' %}
+                            {% set severity_name = 'critical' if finding.severity >= 9 else 'high' if finding.severity >= 7 else 'medium' if finding.severity >= 4 else 'low' if finding.severity >= 2 else 'informational' %}
                             <span class="badge badge-{{ severity_name }}">{{ severity_name|upper }}</span>
                         </td>
                         <td>
@@ -369,31 +386,6 @@
         </div>
         {% endif %}
 
-        <!-- Enrichment Performance -->
-        {% if enrichment_performance %}
-        <div class="section">
-            <h2 class="section-title">Workflow Performance</h2>
-            <div class="stats-grid">
-                <div class="stat-card">
-                    <div class="stat-label">Total Workflows</div>
-                    <div class="stat-value">{{ enrichment_performance.workflows_total }}</div>
-                </div>
-                <div class="stat-card">
-                    <div class="stat-label">Completed</div>
-                    <div class="stat-value">{{ enrichment_performance.workflows_completed }}</div>
-                </div>
-                <div class="stat-card">
-                    <div class="stat-label">Failed</div>
-                    <div class="stat-value {% if enrichment_performance.workflows_failed > 0 %}warning{% endif %}">{{ enrichment_performance.workflows_failed }}</div>
-                </div>
-                <div class="stat-card">
-                    <div class="stat-label">Avg Processing Time</div>
-                    <div class="stat-value">{{ "%.1f"|format(enrichment_performance.avg_processing_time) }}s</div>
-                </div>
-            </div>
-        </div>
-        {% endif %}
-
         <!-- AI Risk Assessment -->
         {% if ai_synthesis %}
         <div class="section" style="page-break-before: always;">

From b9e0edacb8f2c9f01fbc399b2bc85cb60ec57aa4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 01:15:23 -0700
Subject: [PATCH 231/279] fix workers

---
 projects/file_enrichment/Dockerfile | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/projects/file_enrichment/Dockerfile b/projects/file_enrichment/Dockerfile
index 256103c..857e9cb 100644
--- a/projects/file_enrichment/Dockerfile
+++ b/projects/file_enrichment/Dockerfile
@@ -112,7 +112,7 @@ RUN mkdir -p /yara_rules/
 # Uvicorn production settings
 ENV UVICORN_HOST=0.0.0.0 \
     UVICORN_PORT=8001 \
-    UVICORN_WORKERS=2 \
+    UVICORN_WORKERS=1 \
     UVICORN_PROXY_HEADERS=1 \
     UVICORN_ACCESS_LOG=false
 

From f57b4fbe7b9421a6d8baa18133ff41361d27afc8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 01:22:19 -0700
Subject: [PATCH 232/279] formatting

---
 .../file_enrichment/.vscode/settings.json     |  1 +
 .../file_enrichment/routes/dpapi.py           | 31 +++++--------------
 .../file_enrichment/workflow.py               |  7 +++--
 .../file_enrichment/workflow_manager.py       |  7 ++++-
 .../file_enrichment/tests/test_example.py     |  1 -
 5 files changed, 18 insertions(+), 29 deletions(-)

diff --git a/projects/file_enrichment/.vscode/settings.json b/projects/file_enrichment/.vscode/settings.json
index 372f1cf..80e49a5 100644
--- a/projects/file_enrichment/.vscode/settings.json
+++ b/projects/file_enrichment/.vscode/settings.json
@@ -6,6 +6,7 @@
         "editor.formatOnSave": false
     },
     "[python]": {
+        "editor.formatOnSave": true,
         "editor.codeActionsOnSave": {
             "source.fixAll.ruff": "explicit",
             "source.organizeImports.ruff": "explicit"
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index 8fbcf38..c9e27ce 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -41,8 +41,6 @@ from nemesis_dpapi import (
 from nemesis_dpapi.eventing import (
     DpapiEvent,
     DpapiObserver,
-    NewDpapiSystemCredentialEvent,
-    NewEncryptedMasterKeyEvent,
     NewPlaintextMasterKeyEvent,
 )
 from nemesis_dpapi.masterkey_decryptor import MasterKeyDecryptorService
@@ -62,7 +60,7 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
     async def update(self, evnt: DpapiEvent) -> None:
         """Called when a DPAPI event occurs."""
         if isinstance(evnt, NewPlaintextMasterKeyEvent):
-            logger.debug(
+            logger.info(
                 "New plaintext masterkey detected, checking for state_keys to decrypt",
                 event_type=type(evnt).__name__,
                 masterkey_guid=evnt.masterkey_guid,
@@ -115,25 +113,6 @@ class PlaintextMasterKeyMonitor(DpapiObserver):
                     result=chromium_data_result,
                 )
 
-        elif isinstance(evnt, NewEncryptedMasterKeyEvent):
-            logger.warning(
-                "!!!!!!!!!!!!!!!!!!!! Received NewEncryptedMasterKeyEvent",
-                event_type=type(evnt).__name__,
-                data=evnt,
-            )
-        elif isinstance(evnt, NewDpapiSystemCredentialEvent):
-            logger.warning(
-                "!!!!!!!!!!!!!!!!!!!! Received NewDpapiSystemCredentialEvent",
-                event_type=type(evnt).__name__,
-                data=evnt,
-            )
-        else:
-            logger.warning(
-                "Received unhandled DPAPI event",
-                event_type=type(evnt).__name__,
-                data=evnt,
-            )
-
 
 def get_event_loop(request: Request):
     return request.app.state.event_loop
@@ -267,7 +246,9 @@ async def submit_dpapi_credential(
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
-async def _handle_domain_backup_key_credential(dpapi_manager: DpapiManager, backup_key: DomainBackupKeyCredential) -> dict:
+async def _handle_domain_backup_key_credential(
+    dpapi_manager: DpapiManager, backup_key: DomainBackupKeyCredential
+) -> dict:
     """Handle domain backup key credential submission."""
 
     # Decode URL encoded value for string-based credentials
@@ -319,7 +300,9 @@ async def _handle_master_key_guid_pairs(dpapi_manager: DpapiManager, request: Ma
             await dpapi_manager.upsert_masterkey(masterkey)
             processed_guids.append(str(masterkey_guid))
         else:
-            logger.warning(f"[_handle_master_key_guid_pairs] len(masterkey_data) is not 20 or 64, not handling: {len(masterkey_data)}")
+            logger.warning(
+                f"[_handle_master_key_guid_pairs] len(masterkey_data) is not 20 or 64, not handling: {len(masterkey_data)}"
+            )
 
     return {
         "status": "success",
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 292f3aa..1bac39e 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -593,7 +593,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
 
                     # Check if the module's process method returns a coroutine (async)
                     result_or_coro = module.process(object_id, temp_file.name)
-                    if hasattr(result_or_coro, '__await__'):
+                    if hasattr(result_or_coro, "__await__"):
                         # It's a coroutine, await it
                         result: EnrichmentResult = await result_or_coro
                     else:
@@ -603,6 +603,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                     if result:
                         # Debug: Check for coroutines in the result before serialization
                         import inspect
+
                         def check_for_coroutines(obj, path="root"):
                             """Recursively check for coroutines in nested structures."""
                             if inspect.iscoroutine(obj):
@@ -794,9 +795,9 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
                     "repr": repr(task),
                 }
                 # Try to extract activity name if available
-                if hasattr(task, '_activity_name'):
+                if hasattr(task, "_activity_name"):
                     task_info["activity_name"] = task._activity_name
-                if hasattr(task, '_input'):
+                if hasattr(task, "_input"):
                     task_info["input"] = str(task._input)[:200]  # Truncate long inputs
                 task_details.append(task_info)
 
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index ae11851..7a89063 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -30,7 +30,12 @@ class WorkflowManager:
         self.max_execution_time = max_execution_time
         self.max_concurrent = max_concurrent
         self.background_tasks = set()  # Track background tasks to prevent GC
-        self.pool = ConnectionPool(get_postgres_connection_str(), min_size=max_concurrent, max_size=(3 * max_concurrent), open=True)
+        self.pool = ConnectionPool(
+            get_postgres_connection_str(),
+            min_size=max_concurrent,
+            max_size=(3 * max_concurrent),
+            open=True,
+        )
 
         # Start background cleanup task
         cleanup_task = asyncio.create_task(self._cleanup_loop())
diff --git a/projects/file_enrichment/tests/test_example.py b/projects/file_enrichment/tests/test_example.py
index a9f6002..b497045 100644
--- a/projects/file_enrichment/tests/test_example.py
+++ b/projects/file_enrichment/tests/test_example.py
@@ -1,4 +1,3 @@
-
 def test_example():
     """Simple example test to verify pytest is working."""
     assert True

From 003883c1cb11d4338adf696b1584b2521ac86ab5 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 01:57:38 -0700
Subject: [PATCH 233/279] remove max parallel workflows, extract DB from
 WorkflowManager

---
 compose.yaml                                  |   2 -
 docs/performance.md                           |   8 -
 .../file_enrichment/controller.py             | 142 ++++----
 .../file_enrichment/workflow_manager.py       | 327 +++++++++---------
 4 files changed, 226 insertions(+), 253 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 876e8a5..71e9c0f 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -231,8 +231,6 @@ services:
       - DAPR_GRPC_PORT=50003
       - DAPR_HTTP_PORT=3503
       - LOG_LEVEL=${LOG_LEVEL:-INFO}
-      - MAX_PARALLEL_ENRICHMENT_MODULES=${MAX_PARALLEL_ENRICHMENT_MODULES:-5}
-      - MAX_PARALLEL_WORKFLOWS=${MAX_PARALLEL_WORKFLOWS:-5}
       - MAX_WORKFLOW_EXECUTION_TIME=${MAX_WORKFLOW_EXECUTION_TIME:-300}
       - NEMESIS_MONITORING=${NEMESIS_MONITORING:-disabled}
       - NEMESIS_URL=${NEMESIS_URL:?}
diff --git a/docs/performance.md b/docs/performance.md
index 0275eb4..ce12fe9 100644
--- a/docs/performance.md
+++ b/docs/performance.md
@@ -10,11 +10,3 @@ If workflows begin to fail, or you are experiencing major performance issues (as
 For production (non-dev) deployments, multiple UVICORN_WORKERS are used for the `file-enrichment` service. The default value is 2 and is defined in the `file-enrichment` section in [compose.yaml](https://github.com/SpecterOps/Nemesis/blob/71406afc12f855140ea68aae337076f9b8dc292f/compose.yaml#L217). This value can be set to 1 for troubleshooting, or increased to 4+ for potential performance gains. You can modify this value by defining the `export UVICORN_WORKERS=4` environment variable before launching Nemesis.
 
 
-### MAX_PARALLEL_WORKFLOWS
-
-The `file-enrichment` container runs a number of file-enrichment workflows in parallel, defaulting to 5. You can modify this value by defining the `export MAX_PARALLEL_WORKFLOWS=3` environment variable before launching Nemesis.
-
-
-### MAX_PARALLEL_ENRICHMENT_MODULES
-
-For each file enrichment workflow, the `file-enrichment` container runs multiple file enrichment modules in parallel, defaulting to 5. You can modify this value by defining the `export MAX_PARALLEL_ENRICHMENT_MODULES=3` environment variable before launching Nemesis.
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index e70325c..63edd5c 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -2,6 +2,7 @@ import asyncio
 import os
 from contextlib import asynccontextmanager
 
+import asyncpg
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 from common.models import CloudEvent, File
@@ -26,19 +27,15 @@ from .workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
 
-max_parallel_workflows = int(os.getenv("MAX_PARALLEL_WORKFLOWS", 3))  # maximum workflows that can run at a time
 max_workflow_execution_time = int(
     os.getenv("MAX_WORKFLOW_EXECUTION_TIME", 300)
 )  # maximum time (in seconds) until a workflow is killed
 
-logger.info(f"max_parallel_workflows: {max_parallel_workflows}", pid=os.getpid())
 logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
 
 postgres_connection_string = get_postgres_connection_str()
 
-pool = ConnectionPool(
-    postgres_connection_string, min_size=max_parallel_workflows, max_size=(3 * max_parallel_workflows), open=True
-)
+pool = ConnectionPool(postgres_connection_string, open=True)
 
 module_execution_order = []
 workflow_manager: WorkflowManager = None
@@ -73,82 +70,87 @@ async def lifespan(app: FastAPI):
     await dpapi_manager.__aenter__()
     app.state.dpapi_manager = dpapi_manager
 
-    try:
-        # Initialize workflow runtime and modules
-        module_execution_order = await initialize_workflow_runtime(dpapi_manager)
+    # Initialize workflow runtime and modules
+    module_execution_order = await initialize_workflow_runtime(dpapi_manager)
 
-        # Wait a bit for runtime to initialize
-        await asyncio.sleep(5)
+    # Wait a bit for runtime to initialize
+    await asyncio.sleep(5)
 
-        client = get_workflow_client()
-        if client is None:
-            raise ValueError("Workflow client not available after initialization")
+    client = get_workflow_client()
+    if client is None:
+        raise ValueError("Workflow client not available after initialization")
 
-        workflow_manager = WorkflowManager(
-            max_concurrent=max_parallel_workflows, max_execution_time=max_workflow_execution_time
-        )
-
-        # Start PostgreSQL NOTIFY listener in background
-        postgres_notify_listener_task = asyncio.create_task(
-            postgres_notify_listener(postgres_connection_string, workflow_manager)
-        )
-        logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
-
-        # Start masterkey watcher in background
-        background_dpapi_task = asyncio.create_task(dpapi_background_monitor(app.state.dpapi_manager))
-        logger.info("Started masterkey watcher task", pid=os.getpid())
-
-        # Recover any interrupted workflows before starting normal processing
-        await recover_interrupted_workflows(pool)
-
-        logger.info(
-            "Workflow runtime initialized successfully",
-            module_execution_order=module_execution_order,
-            client_available=client is not None,
-            pid=os.getpid(),
-        )
-
-    except Exception as e:
-        logger.error("Failed to initialize workflow runtime", error=str(e), pid=os.getpid())
-        raise
-
-    yield
+    # Create asyncpg connection pool for WorkflowManager
+    asyncpg_pool = await asyncpg.create_pool(
+        postgres_connection_string,
+        min_size=5,
+        max_size=15,
+    )
+    logger.info("AsyncPG pool created for WorkflowManager", pid=os.getpid())
 
     try:
-        logger.info("Shutting down workflow runtime...", pid=os.getpid())
+        # Use async context manager for WorkflowManager
+        async with WorkflowManager(pool=asyncpg_pool, max_execution_time=max_workflow_execution_time) as wf_manager:
+            workflow_manager = wf_manager
 
-        # Cleanup DpapiManager
-        if hasattr(app.state, "dpapi_manager") and app.state.dpapi_manager:
-            logger.info("Closing DpapiManager...", pid=os.getpid())
-            await app.state.dpapi_manager.__aexit__(None, None, None)
-
-        # Cancel masterkey watcher task
-        if background_dpapi_task and not background_dpapi_task.done():
-            logger.info("Cancelling masterkey watcher task...", pid=os.getpid())
-            background_dpapi_task.cancel()
             try:
-                await background_dpapi_task
-            except asyncio.CancelledError:
-                logger.info("Masterkey watcher task cancelled", pid=os.getpid())
+                # Start PostgreSQL NOTIFY listener in background
+                postgres_notify_listener_task = asyncio.create_task(
+                    postgres_notify_listener(postgres_connection_string, workflow_manager)
+                )
+                logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
 
-        # Cancel PostgreSQL NOTIFY listener
-        if postgres_notify_listener_task and not postgres_notify_listener_task.done():
-            logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
-            postgres_notify_listener_task.cancel()
-            try:
-                await postgres_notify_listener_task
-            except asyncio.CancelledError:
-                logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                # Start masterkey watcher in background
+                background_dpapi_task = asyncio.create_task(dpapi_background_monitor(app.state.dpapi_manager))
+                logger.info("Started masterkey watcher task", pid=os.getpid())
 
-        # Clean up workflow manager background tasks
-        if workflow_manager:
-            await workflow_manager.cleanup()
+                # Recover any interrupted workflows before starting normal processing
+                await recover_interrupted_workflows(pool)
 
-        shutdown_workflow_runtime()
+                logger.info(
+                    "Workflow runtime initialized successfully",
+                    module_execution_order=module_execution_order,
+                    client_available=client is not None,
+                    pid=os.getpid(),
+                )
 
-        dapr_client.close()
-    except Exception as e:
-        logger.error("Error during workflow runtime shutdown", error=str(e), pid=os.getpid())
+                yield
+
+            finally:
+                logger.info("Shutting down workflow runtime...", pid=os.getpid())
+
+                # Cleanup DpapiManager
+                if hasattr(app.state, "dpapi_manager") and app.state.dpapi_manager:
+                    logger.info("Closing DpapiManager...", pid=os.getpid())
+                    await app.state.dpapi_manager.__aexit__(None, None, None)
+
+                # Cancel masterkey watcher task
+                if background_dpapi_task and not background_dpapi_task.done():
+                    logger.info("Cancelling masterkey watcher task...", pid=os.getpid())
+                    background_dpapi_task.cancel()
+                    try:
+                        await background_dpapi_task
+                    except asyncio.CancelledError:
+                        logger.info("Masterkey watcher task cancelled", pid=os.getpid())
+
+                # Cancel PostgreSQL NOTIFY listener
+                if postgres_notify_listener_task and not postgres_notify_listener_task.done():
+                    logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
+                    postgres_notify_listener_task.cancel()
+                    try:
+                        await postgres_notify_listener_task
+                    except asyncio.CancelledError:
+                        logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+
+                shutdown_workflow_runtime()
+
+                dapr_client.close()
+
+    finally:
+        # Close asyncpg pool
+        if asyncpg_pool:
+            await asyncpg_pool.close()
+            logger.info("AsyncPG pool closed", pid=os.getpid())
 
 
 # Initialize FastAPI app with lifespan manager
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 7a89063..8b68bfa 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -6,11 +6,10 @@ import time
 import uuid
 from datetime import datetime
 
-from common.db import get_postgres_connection_str
+import asyncpg
 from common.logger import get_logger
 from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_state import WorkflowStatus
-from psycopg_pool import ConnectionPool
 
 from .tracing import get_tracer
 from .workflow import enrichment_workflow, get_workflow_client
@@ -20,34 +19,60 @@ monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
 
 
 class WorkflowManager:
-    """WorkflowManager with Semaphore to control max concurrent workflow execution."""
+    """WorkflowManager for workflow execution."""
 
-    def __init__(self, max_concurrent=3, max_execution_time=300):
-        """Initialize the workflow manager"""
-        self.semaphore = asyncio.Semaphore(max_concurrent)  # Controls max concurrent workflows
+    def __init__(self, pool: asyncpg.Pool, max_execution_time=300):
+        """Initialize the workflow manager
+
+        Args:
+            pool: asyncpg connection pool (externally managed)
+            max_execution_time: maximum time (in seconds) until a workflow is killed
+        """
         self.active_workflows = {}  # {instance_id: workflow_info}
         self.lock = asyncio.Lock()  # For synchronizing access to active_workflows
         self.max_execution_time = max_execution_time
-        self.max_concurrent = max_concurrent
         self.background_tasks = set()  # Track background tasks to prevent GC
-        self.pool = ConnectionPool(
-            get_postgres_connection_str(),
-            min_size=max_concurrent,
-            max_size=(3 * max_concurrent),
-            open=True,
+        self.pool = pool  # Use externally provided pool
+
+        logger.info(
+            "WorkflowManager created (use 'async with' to initialize)",
+            max_execution_time=max_execution_time,
+            pid=os.getpid(),
         )
 
+    async def __aenter__(self):
+        """Async context manager entry - start background tasks"""
+        if self.pool is None:
+            raise ValueError("WorkflowManager requires an asyncpg pool to be provided")
+
         # Start background cleanup task
         cleanup_task = asyncio.create_task(self._cleanup_loop())
         self.background_tasks.add(cleanup_task)
         cleanup_task.add_done_callback(self.background_tasks.discard)
 
-        logger.info(
-            "WorkflowManager initialized",
-            max_concurrent=max_concurrent,
-            max_execution_time=max_execution_time,
-            pid=os.getpid(),
-        )
+        logger.info("WorkflowManager fully initialized", pid=os.getpid())
+
+        return self
+
+    async def __aexit__(self, exc_type, exc_val, exc_tb):
+        """Async context manager exit - cleanup background tasks (pool is externally managed)"""
+        logger.info("Cleaning up WorkflowManager...", pid=os.getpid())
+
+        # Cancel all background tasks
+        for task in self.background_tasks:
+            if not task.done():
+                task.cancel()
+
+        # Wait for all tasks to complete/cancel
+        if self.background_tasks:
+            await asyncio.gather(*self.background_tasks, return_exceptions=True)
+
+        self.background_tasks.clear()
+
+        # Note: Pool is externally managed and will be closed by the caller
+
+        logger.info("WorkflowManager cleanup completed", pid=os.getpid())
+        return False  # Don't suppress exceptions
 
     async def _cleanup_loop(self):
         """Run cleanup_stale_workflows every 60 seconds"""
@@ -85,55 +110,50 @@ class WorkflowManager:
         """
 
         try:
+            async with self.pool.acquire() as conn:
+                # Get object_id from workflow
+                row = await conn.fetchrow(
+                    """
+                    SELECT object_id FROM workflows WHERE wf_id = $1
+                """,
+                    instance_id,
+                )
 
-            def get_workflow_container_info():
-                with self.pool.connection() as conn:
-                    with conn.cursor() as cur:
-                        # Get object_id from workflow
-                        cur.execute(
-                            """
-                            SELECT object_id FROM workflows WHERE wf_id = %s
-                        """,
-                            (instance_id,),
-                        )
+                if not row or not row["object_id"]:
+                    object_id, originating_container_id, file_size = None, None, 0
+                else:
+                    object_id = row["object_id"]
 
-                        row = cur.fetchone()
-                        if not row or not row[0]:
-                            return None, None, 0
-
-                        object_id = row[0]
-
-                        # Get originating_container_id and file size from files table
-                        cur.execute(
-                            """
-                            SELECT fe.originating_container_id, fe.size
-                            FROM files_enriched fe
-                            WHERE fe.object_id = %s
-                        """,
-                            (object_id,),
-                        )
-
-                        file_row = cur.fetchone()
-                        if file_row:
-                            return object_id, file_row[0], file_row[1] or 0
+                    # Get originating_container_id and file size from files table
+                    file_row = await conn.fetchrow(
+                        """
+                        SELECT fe.originating_container_id, fe.size
+                        FROM files_enriched fe
+                        WHERE fe.object_id = $1
+                    """,
+                        object_id,
+                    )
 
+                    if file_row:
+                        originating_container_id = file_row["originating_container_id"]
+                        file_size = file_row["size"] or 0
+                    else:
                         # Fallback to files table if not in files_enriched yet
-                        cur.execute(
+                        fallback_row = await conn.fetchrow(
                             """
                             SELECT f.originating_container_id, 0 as size
                             FROM files f
-                            WHERE f.object_id = %s
+                            WHERE f.object_id = $1
                         """,
-                            (object_id,),
+                            object_id,
                         )
 
-                        fallback_row = cur.fetchone()
                         if fallback_row:
-                            return object_id, fallback_row[0], fallback_row[1] or 0
-
-                        return object_id, None, 0
-
-            object_id, originating_container_id, file_size = await asyncio.to_thread(get_workflow_container_info)
+                            originating_container_id = fallback_row["originating_container_id"]
+                            file_size = fallback_row["size"] or 0
+                        else:
+                            originating_container_id = None
+                            file_size = 0
             logger.debug(
                 f"publish_workflow_completion - object_id: {object_id}, originating_container_id: {originating_container_id}, file_size: {file_size}",
                 pid=os.getpid(),
@@ -175,24 +195,18 @@ class WorkflowManager:
     async def cleanup_stale_workflows(self):
         """Clean up workflows that were left running from previous service instances"""
         try:
-
-            def get_stale_workflows():
-                with self.pool.connection() as conn:
-                    with conn.cursor() as cur:
-                        # Find workflows that have been running for longer than max execution time
-                        cur.execute(
-                            """
-                            SELECT wf_id, object_id,
-                                EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) as runtime_seconds
-                            FROM workflows
-                            WHERE status = 'RUNNING'
-                            AND EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) > %s
-                        """,
-                            (self.max_execution_time,),
-                        )
-                        return cur.fetchall()
-
-            stale_workflows = await asyncio.to_thread(get_stale_workflows)
+            async with self.pool.acquire() as conn:
+                # Find workflows that have been running for longer than max execution time
+                stale_workflows = await conn.fetch(
+                    """
+                    SELECT wf_id, object_id,
+                        EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) as runtime_seconds
+                    FROM workflows
+                    WHERE status = 'RUNNING'
+                    AND EXTRACT(EPOCH FROM (CURRENT_TIMESTAMP - start_time)) > $1
+                """,
+                    self.max_execution_time,
+                )
 
             if stale_workflows:
                 logger.warning(f"Found {len(stale_workflows)} stale workflows, cleaning up...", pid=os.getpid())
@@ -230,36 +244,37 @@ class WorkflowManager:
             error_message: Error message to append to enrichments_failure (optional)
         """
 
-        def _update_workflow_in_db():
-            with self.pool.connection() as conn:
-                with conn.cursor() as cur:
-                    if error_message:
-                        # Update with error message appended to enrichments_failure
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET status = %s,
-                                runtime_seconds = COALESCE(%s, runtime_seconds),
-                                enrichments_failure = array_append(enrichments_failure, %s)
-                            WHERE wf_id = %s
-                            """,
-                            (status, runtime_seconds, error_message[:100], instance_id),
-                        )
-                    else:
-                        # Update without modifying enrichments_failure
-                        cur.execute(
-                            """
-                            UPDATE workflows
-                            SET status = %s,
-                                runtime_seconds = COALESCE(%s, runtime_seconds)
-                            WHERE wf_id = %s
-                            """,
-                            (status, runtime_seconds, instance_id),
-                        )
-                    conn.commit()
-
         try:
-            await asyncio.to_thread(_update_workflow_in_db)
+            async with self.pool.acquire() as conn:
+                if error_message:
+                    # Update with error message appended to enrichments_failure
+                    await conn.execute(
+                        """
+                        UPDATE workflows
+                        SET status = $1,
+                            runtime_seconds = COALESCE($2, runtime_seconds),
+                            enrichments_failure = array_append(enrichments_failure, $3)
+                        WHERE wf_id = $4
+                        """,
+                        status,
+                        runtime_seconds,
+                        error_message[:100],
+                        instance_id,
+                    )
+                else:
+                    # Update without modifying enrichments_failure
+                    await conn.execute(
+                        """
+                        UPDATE workflows
+                        SET status = $1,
+                            runtime_seconds = COALESCE($2, runtime_seconds)
+                        WHERE wf_id = $3
+                        """,
+                        status,
+                        runtime_seconds,
+                        instance_id,
+                    )
+
             logger.debug(
                 "Updated workflow status",
                 instance_id=instance_id,
@@ -285,16 +300,10 @@ class WorkflowManager:
 
             # Reset workflows in database
             try:
-
-                def reset_db_workflows():
-                    with self.pool.connection() as conn:
-                        with conn.cursor() as cur:
-                            # Clear existing workflows
-                            #   TODO: should this only include running workflows?
-                            cur.execute("DELETE FROM workflows")
-                            conn.commit()
-
-                await asyncio.to_thread(reset_db_workflows)
+                async with self.pool.acquire() as conn:
+                    # Clear existing workflows
+                    #   TODO: should this only include running workflows?
+                    await conn.execute("DELETE FROM workflows")
             except Exception as e:
                 logger.exception(e, message="Error resetting workflows in database", pid=os.getpid())
 
@@ -307,17 +316,13 @@ class WorkflowManager:
             }
 
     async def start_workflow(self, workflow_input):
-        """Start a workflow using semaphore for backpressure control"""
-        # Acquire semaphore - this will block if we're at max capacity
-        #   This provides natural backpressure to the Dapr pub/sub system
+        """Start a workflow"""
         start_time = time.time()
         tracer = get_tracer("workflow_manager", monitoring_enabled)
         client = get_workflow_client()
         if client is None:
             raise ValueError("Workflow client is None")
 
-        await self.semaphore.acquire()
-
         try:
             # Generate the workflow ID first so we can schedule the workflow after
             #   initializing it in the database
@@ -343,25 +348,18 @@ class WorkflowManager:
                         object_id = workflow_input["file"].get("object_id")
 
                 # Store workflow in database
-                def store_workflow():
-                    with self.pool.connection() as conn:
-                        with conn.cursor() as cur:
-                            cur.execute(
-                                """
-                                INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
-                                VALUES (%s, %s, %s, %s, %s)
-                                """,
-                                (
-                                    instance_id,
-                                    object_id,
-                                    base_filename,
-                                    "RUNNING",
-                                    datetime.fromtimestamp(start_time),
-                                ),
-                            )
-                            conn.commit()
-
-                await asyncio.to_thread(store_workflow)
+                async with self.pool.acquire() as conn:
+                    await conn.execute(
+                        """
+                        INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
+                        VALUES ($1, $2, $3, $4, $5)
+                        """,
+                        instance_id,
+                        object_id,
+                        base_filename,
+                        "RUNNING",
+                        datetime.fromtimestamp(start_time),
+                    )
 
                 # Add to active workflows tracking
                 async with self.lock:
@@ -394,8 +392,6 @@ class WorkflowManager:
                 return instance_id
 
         except Exception as e:
-            # Release semaphore on error
-            self.semaphore.release()
             logger.exception(e, message="Error starting workflow", pid=os.getpid())
             raise
 
@@ -475,14 +471,11 @@ class WorkflowManager:
                 await self.update_workflow_status(instance_id, "ERROR", processing_time, str(e))
 
             finally:
-                # Always clean up and release semaphore
+                # Always clean up
                 async with self.lock:
                     if instance_id in self.active_workflows:
                         del self.active_workflows[instance_id]
 
-                # Release semaphore to allow next workflow
-                self.semaphore.release()
-
     async def _wait_for_completion(self, instance_id, workflow_start_time: float):
         """Wait for workflow to complete and return the final status"""
 
@@ -580,11 +573,8 @@ class WorkflowManager:
                     await asyncio.sleep(0.3)
 
     async def start_workflow_single_enrichment(self, workflow_input):
-        """Start a single enrichment workflow using semaphore for backpressure control"""
+        """Start a single enrichment workflow"""
         tracer = get_tracer("workflow_manager", monitoring_enabled)
-        # Acquire semaphore - this will block if we're at max capacity
-        #   This provides natural backpressure to the Dapr pub/sub system
-        await self.semaphore.acquire()
 
         try:
             start_time = time.time()
@@ -610,25 +600,18 @@ class WorkflowManager:
                 object_id = workflow_input.get("object_id")
 
                 # Store workflow in database (simplified - just for monitoring)
-                def store_workflow():
-                    with self.pool.connection() as conn:
-                        with conn.cursor() as cur:
-                            cur.execute(
-                                """
-                                INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
-                                VALUES (%s, %s, %s, %s, %s)
-                                """,
-                                (
-                                    instance_id,
-                                    object_id,
-                                    f"bulk:{enrichment_name} ({object_id})",  # Use enrichment name as filename
-                                    "RUNNING",
-                                    datetime.fromtimestamp(start_time),
-                                ),
-                            )
-                            conn.commit()
-
-                await asyncio.to_thread(store_workflow)
+                async with self.pool.acquire() as conn:
+                    await conn.execute(
+                        """
+                        INSERT INTO workflows (wf_id, object_id, filename, status, start_time)
+                        VALUES ($1, $2, $3, $4, $5)
+                        """,
+                        instance_id,
+                        object_id,
+                        f"bulk:{enrichment_name} ({object_id})",  # Use enrichment name as filename
+                        "RUNNING",
+                        datetime.fromtimestamp(start_time),
+                    )
 
                 # Add to active workflows tracking
                 async with self.lock:
@@ -666,8 +649,6 @@ class WorkflowManager:
                 return instance_id
 
         except Exception as e:
-            # Release semaphore on error
-            self.semaphore.release()
             logger.exception(e, message="Error starting single enrichment workflow", pid=os.getpid())
             raise
 
@@ -746,16 +727,13 @@ class WorkflowManager:
                 await self.update_workflow_status(instance_id, "ERROR", processing_time, str(e))
 
             finally:
-                # Always clean up and release semaphore
+                # Always clean up
                 async with self.lock:
                     if instance_id in self.active_workflows:
                         del self.active_workflows[instance_id]
 
-                # Release semaphore to allow next workflow
-                self.semaphore.release()
-
     async def cleanup(self):
-        """Clean up background tasks during shutdown"""
+        """Clean up background tasks during shutdown (pool is externally managed)"""
         logger.info("Cleaning up WorkflowManager background tasks")
 
         # Cancel all background tasks
@@ -768,4 +746,7 @@ class WorkflowManager:
             await asyncio.gather(*self.background_tasks, return_exceptions=True)
 
         self.background_tasks.clear()
+
+        # Note: Pool is externally managed and will be closed by the caller
+
         logger.info("WorkflowManager cleanup completed")

From 6d60266ca8b4ce3eb3431ce076feaf862c69b3be Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 02:33:09 -0700
Subject: [PATCH 234/279] deal with sync workflow functions

---
 compose.yaml                                  |   3 +-
 .../file_enrichment/controller.py             |  75 ++++++++++++
 .../file_enrichment/debug_utils.py            | 107 ++++++++++++++++++
 .../file_enrichment/workflow_manager.py       |  18 ++-
 4 files changed, 196 insertions(+), 7 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/debug_utils.py

diff --git a/compose.yaml b/compose.yaml
index 71e9c0f..8c9b6b5 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -236,10 +236,11 @@ services:
       - NEMESIS_URL=${NEMESIS_URL:?}
       - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT=http://otel-collector:4317
       - OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE=true
+      - PYTHONASYNCIOTHREADPOOLSIZE=100  # Increase thread pool for asyncio.to_thread()
       - RIGGING_GENERATOR_CREDENTIALS=${RIGGING_GENERATOR_CREDENTIALS:-}
       - RIGGING_GENERATOR_SUMMARY=${RIGGING_GENERATOR_SUMMARY:-}
       - RIGGING_GENERATOR_TRIAGE=${RIGGING_GENERATOR_TRIAGE:-}
-      - UVICORN_WORKERS=${UVICORN_WORKERS:-2}
+      - UVICORN_WORKERS=1  # Reduce to 1 worker to avoid cross-process contention
       - WORKFLOW_RUNTIME_LOG_LEVEL=${WORKFLOW_RUNTIME_LOG_LEVEL:-WARNING}
       - WORKFLOW_CLIENT_LOG_LEVEL=${WORKFLOW_CLIENT_LOG_LEVEL:-WARNING}
     logging: *logging-config
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 63edd5c..6c75525 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -24,6 +24,7 @@ from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
 from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
+from .debug_utils import setup_debug_signals
 
 logger = get_logger(__name__)
 
@@ -55,6 +56,9 @@ async def lifespan(app: FastAPI):
 
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
+    # Setup debug signal handlers for diagnosing blocking issues
+    setup_debug_signals()
+
     app.state.event_loop = asyncio.get_running_loop()
     set_fastapi_loop(asyncio.get_event_loop())
 
@@ -168,6 +172,77 @@ async def healthcheck():
     return {"status": "healthy"}
 
 
+@app.get("/debug/tasks")
+async def debug_tasks():
+    """Debug endpoint to check asyncio task status and identify blocking."""
+    import sys
+    import threading
+    import traceback
+
+    try:
+        loop = asyncio.get_running_loop()
+        all_tasks = asyncio.all_tasks(loop)
+
+        task_info = []
+        for task in all_tasks:
+            info = {
+                "name": task.get_name(),
+                "done": task.done(),
+                "cancelled": task.cancelled(),
+            }
+
+            # Try to get the coroutine info
+            try:
+                coro = task.get_coro()
+                if coro.cr_frame:
+                    info["coro_name"] = coro.__name__ if hasattr(coro, "__name__") else str(coro)
+                    info["file"] = coro.cr_frame.f_code.co_filename
+                    info["line"] = coro.cr_frame.f_lineno
+                    info["function"] = coro.cr_frame.f_code.co_name
+            except Exception:
+                pass
+
+            task_info.append(info)
+
+        # Get thread info
+        thread_info = []
+        for thread in threading.enumerate():
+            t_info = {
+                "name": thread.name,
+                "daemon": thread.daemon,
+                "alive": thread.is_alive(),
+            }
+
+            # Check if thread is blocking
+            if thread.ident:
+                frame = sys._current_frames().get(thread.ident)
+                if frame:
+                    code = frame.f_code
+                    t_info["current_file"] = code.co_filename
+                    t_info["current_line"] = frame.f_lineno
+                    t_info["current_function"] = code.co_name
+
+                    # Flag potentially blocking calls
+                    if any(keyword in code.co_name for keyword in ["wait", "lock", "result", "sleep"]):
+                        t_info["potentially_blocking"] = True
+
+            thread_info.append(t_info)
+
+        return {
+            "pid": os.getpid(),
+            "total_tasks": len(all_tasks),
+            "active_workflows": len(workflow_manager.active_workflows) if workflow_manager else 0,
+            "background_tasks": len(workflow_manager.background_tasks) if workflow_manager else 0,
+            "total_threads": len(threading.enumerate()),
+            "tasks": task_info,
+            "threads": thread_info,
+        }
+    except Exception as e:
+        import traceback
+
+        return {"error": str(e), "traceback": traceback.format_exc()}
+
+
 # endregion
 
 
diff --git a/projects/file_enrichment/file_enrichment/debug_utils.py b/projects/file_enrichment/file_enrichment/debug_utils.py
new file mode 100644
index 0000000..bfdbc48
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/debug_utils.py
@@ -0,0 +1,107 @@
+"""Debug utilities for identifying asyncio blocking issues."""
+
+import asyncio
+import faulthandler
+import os
+import signal
+import sys
+import threading
+import traceback
+from datetime import datetime
+
+from common.logger import get_logger
+
+logger = get_logger(__name__)
+
+
+def dump_all_stacks(sig=None, frame=None):
+    """Dump stack traces of all threads when SIGUSR1 is received."""
+    logger.warning("=" * 80)
+    logger.warning(f"STACK TRACE DUMP - {datetime.now().isoformat()}")
+    logger.warning(f"PID: {os.getpid()}")
+    logger.warning("=" * 80)
+
+    # Dump all thread stacks
+    for thread_id, frame in sys._current_frames().items():
+        thread_name = None
+        for thread in threading.enumerate():
+            if thread.ident == thread_id:
+                thread_name = thread.name
+                break
+
+        logger.warning(f"\nThread {thread_id} ({thread_name}):")
+        for line in traceback.format_stack(frame):
+            logger.warning(line.strip())
+
+    # Dump asyncio tasks if available
+    try:
+        loop = asyncio.get_running_loop()
+        all_tasks = asyncio.all_tasks(loop)
+
+        logger.warning("\n" + "=" * 80)
+        logger.warning(f"ASYNCIO TASKS ({len(all_tasks)} total)")
+        logger.warning("=" * 80)
+
+        for i, task in enumerate(all_tasks):
+            logger.warning(f"\nTask {i}: {task.get_name()}")
+            logger.warning(f"  Done: {task.done()}")
+            logger.warning(f"  Cancelled: {task.cancelled()}")
+
+            try:
+                coro = task.get_coro()
+                if coro.cr_frame:
+                    logger.warning(f"  Coroutine: {coro.__name__}")
+                    logger.warning(f"  File: {coro.cr_frame.f_code.co_filename}:{coro.cr_frame.f_lineno}")
+                    logger.warning(f"  Function: {coro.cr_frame.f_code.co_name}")
+
+                    # Print the stack of the coroutine
+                    stack = traceback.format_stack(coro.cr_frame)
+                    logger.warning("  Stack:")
+                    for line in stack:
+                        logger.warning(f"    {line.strip()}")
+            except Exception as e:
+                logger.warning(f"  Error getting coroutine info: {e}")
+
+    except RuntimeError:
+        logger.warning("No asyncio event loop running")
+
+    logger.warning("\n" + "=" * 80)
+    logger.warning("END STACK TRACE DUMP")
+    logger.warning("=" * 80)
+
+
+def dump_blocking_threads():
+    """Identify threads that might be blocking."""
+    logger.warning("\nBLOCKING THREAD ANALYSIS:")
+
+    for thread in threading.enumerate():
+        logger.warning(f"\nThread: {thread.name} (daemon={thread.daemon})")
+        logger.warning(f"  Alive: {thread.is_alive()}")
+
+        # Check if thread is in a blocking state
+        if thread.ident:
+            frame = sys._current_frames().get(thread.ident)
+            if frame:
+                # Look for common blocking patterns
+                code = frame.f_code
+                if "wait" in code.co_name or "lock" in code.co_name or "result" in code.co_name:
+                    logger.warning(f"  ⚠️  POTENTIALLY BLOCKING: {code.co_filename}:{frame.f_lineno} in {code.co_name}")
+
+
+def setup_debug_signals():
+    """Setup signal handlers for debugging."""
+
+    # Enable faulthandler to dump on SIGSEGV
+    faulthandler.enable()
+
+    # Dump all stacks on SIGUSR1
+    signal.signal(signal.SIGUSR1, dump_all_stacks)
+
+    # Dump blocking threads on SIGUSR2
+    signal.signal(signal.SIGUSR2, lambda sig, frame: dump_blocking_threads())
+
+    logger.info(
+        "Debug signal handlers installed",
+        pid=os.getpid(),
+        usage="Kill -USR1 <pid> to dump all stacks, kill -USR2 <pid> to analyze blocking threads",
+    )
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 8b68bfa..13b4c1b 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -218,7 +218,7 @@ class WorkflowManager:
                     try:
                         client = get_workflow_client()
                         if client:
-                            client.terminate_workflow(wf_id)
+                            await asyncio.to_thread(client.terminate_workflow, wf_id)
                     except Exception as e:
                         logger.warning(f"Could not terminate workflow {wf_id}: {e}", pid=os.getpid())
 
@@ -378,7 +378,9 @@ class WorkflowManager:
                 )
 
                 # Actually schedule the workflow
-                client.schedule_new_workflow(
+                # Use asyncio.to_thread() to prevent blocking the event loop
+                await asyncio.to_thread(
+                    client.schedule_new_workflow,
                     instance_id=instance_id,
                     workflow=enrichment_workflow,
                     input=workflow_input,
@@ -445,8 +447,10 @@ class WorkflowManager:
                     try:
                         client = get_workflow_client()
                         if client:
-                            client.terminate_workflow(
-                                instance_id, recursive=True
+                            await asyncio.to_thread(
+                                client.terminate_workflow,
+                                instance_id,
+                                recursive=True,
                             )  # recursive == terminate all child workflows
                             logger.info("Workflow terminated due to timeout", instance_id=instance_id, pid=os.getpid())
                     except Exception as e:
@@ -635,7 +639,9 @@ class WorkflowManager:
                 # Import here to avoid circular import
                 from .workflow import single_enrichment_workflow
 
-                client.schedule_new_workflow(
+                # Use asyncio.to_thread() to prevent blocking the event loop
+                await asyncio.to_thread(
+                    client.schedule_new_workflow,
                     instance_id=instance_id,
                     workflow=single_enrichment_workflow,
                     input=workflow_input,
@@ -695,7 +701,7 @@ class WorkflowManager:
                     try:
                         client = get_workflow_client()
                         if client:
-                            client.terminate_workflow(instance_id, recursive=True)
+                            await asyncio.to_thread(client.terminate_workflow, instance_id, recursive=True)
                             logger.info(
                                 "Single enrichment workflow terminated due to timeout",
                                 instance_id=instance_id,

From 191216286f96631a81db0a6287d4107bba49d8bf Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 14:46:35 -0700
Subject: [PATCH 235/279] Improve storage, tracing, and placeholder concurrency
 limits

- Remove bucket auto-creation from storage upload methods
- Add Minio files bucket creation to compose init
- Re-raise bucket/file upload exceptions to propagate error
- Fix variable shadowing in DPAPI backup key route
- Fix OpenTelemetry tracing in file_enrichment
- Update to use opentelemetry.semconv._incubating.attributes (not
  deprecated)
- Document Dapr workflow concurrency limits in config comments
---
 compose.yaml                                  |   2 +-
 .../config_monitoring_disabled.yaml           |   3 +
 .../config_monitoring_enabled.yaml            |   3 +
 libs/common/common/storage.py                 |  38 +---
 .../chromium_cookies/analyzer.py              |   3 +-
 projects/agents/agents/logger.py              |  34 +++-
 projects/file_enrichment/README.md            |   2 -
 .../file_enrichment/routes/dpapi.py           |   6 +-
 .../file_enrichment/tracing.py                | 122 ++++++++-----
 .../file_enrichment/workflow.py               |   2 +-
 .../file_enrichment/workflow_manager.py       |  12 +-
 projects/file_enrichment/poetry.lock          | 168 +++++++++++++++++-
 projects/file_enrichment/pyproject.toml       |   3 +
 13 files changed, 290 insertions(+), 108 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 8c9b6b5..3c1ab52 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -699,7 +699,7 @@ services:
       [
         "/bin/sh",
         "-c",
-        "sleep 1; until mc alias set minio http://minio:9000 $${MINIO_ROOT_USER} $${MINIO_ROOT_PASSWORD}; do echo 'Minio is not online. Waiting for it to start...'; sleep 2; done && mc mb minio/loki-data --ignore-existing",
+        "sleep 1; until mc alias set minio http://minio:9000 $${MINIO_ROOT_USER} $${MINIO_ROOT_PASSWORD}; do echo 'Minio is not online. Waiting for it to start...'; sleep 2; done && mc mb minio/loki-data --ignore-existing && mc mb minio/files --ignore-existing",
       ]
     restart: "no"
 
diff --git a/infra/dapr/configuration/config_monitoring_disabled.yaml b/infra/dapr/configuration/config_monitoring_disabled.yaml
index c83f886..b4b6225 100644
--- a/infra/dapr/configuration/config_monitoring_disabled.yaml
+++ b/infra/dapr/configuration/config_monitoring_disabled.yaml
@@ -3,6 +3,9 @@ kind: Configuration
 metadata:
   name: schedulerconfig
 spec:
+  # workflow:
+  #   maxConcurrentWorkflowInvocations: 1
+  #   maxConcurrentActivityInvocations: 1
   httpPipeline:
     handlers:
     - name: maximum-request-size
diff --git a/infra/dapr/configuration/config_monitoring_enabled.yaml b/infra/dapr/configuration/config_monitoring_enabled.yaml
index cf5c8cb..275ea73 100644
--- a/infra/dapr/configuration/config_monitoring_enabled.yaml
+++ b/infra/dapr/configuration/config_monitoring_enabled.yaml
@@ -3,6 +3,9 @@ kind: Configuration
 metadata:
   name: schedulerconfig
 spec:
+  # workflow:
+  #   maxConcurrentWorkflowInvocations: 1
+  #   maxConcurrentActivityInvocations: 1
   tracing:
     expandParams: true
     samplingRate: "1"
diff --git a/libs/common/common/storage.py b/libs/common/common/storage.py
index f77cf9a..70a6a03 100644
--- a/libs/common/common/storage.py
+++ b/libs/common/common/storage.py
@@ -64,6 +64,7 @@ class StorageMinio:
             return temp_file
         except Exception as e:
             logger.exception(e, file_uuid=file_uuid, bucket_name=self.bucket_name)
+            raise
 
     def download_bytes(self, file_uuid: str, offset: int = 0, length: int = 0) -> bytes:
         try:
@@ -132,6 +133,7 @@ class StorageMinio:
             return self.minio_client.stat_object(self.bucket_name, object_name)
         except Exception as e:
             logger.exception(e, "Error pulling object stats", object_name=object_name)
+            raise
 
     def check_bucket_exists(self):
         """Returns True if the bucket exists, false if it doesn't."""
@@ -150,40 +152,9 @@ class StorageMinio:
             # For other errors, raise the exception
             raise
 
-    def ensure_bucket_exists(self):
-        """Checks if the bucket exists and creates it w/ the LifecycleConfig if not."""
-        try:
-            if not self.check_bucket_exists():
-                logger.debug("Creating Minio bucket", bucket=self.bucket_name)
-                self.minio_client.make_bucket(f"{self.bucket_name}")
-
-                # # since this is the only place that creates the bucket, we can set
-                # #   the auto-expiration policy here
-                # # # NOTE: this is now handled by the Housekeeping service
-
-                # config = LifecycleConfig(
-                #     [
-                #         Rule(
-                #             ENABLED,
-                #             rule_filter=Filter(prefix=""),
-                #             rule_id=f"expire-{self.storage_expiration_days}-days",
-                #             expiration=Expiration(days=self.storage_expiration_days),
-                #         ),
-                #     ],
-                # )
-                # logger.debug(
-                #     f"Setting Minio bucket files to expire in {self.storage_expiration_days} days",
-                #     bucket=self.bucket_name,
-                # )
-                # self.minio_client.set_bucket_lifecycle(self.bucket_name, config)
-        except Exception as e:
-            logger.exception(e, bucket_name=self.bucket_name)
-
     def upload_uploadfile(self, file: UploadFile) -> uuid.UUID:
         # uploads an UploadFile post directly from FastAPI
         try:
-            self.ensure_bucket_exists()
-
             logger.debug(f"Uploading UploadFile {file.filename} to storage")
 
             # Get file size using SpooledTemporaryFile instead of async read
@@ -211,10 +182,10 @@ class StorageMinio:
 
         except Exception as e:
             logger.exception(e, bucket_name=self.bucket_name)
+            raise
 
     def upload_file(self, file_path: str) -> uuid.UUID:
         try:
-            self.ensure_bucket_exists()
             logger.debug("Uploading file to storage", file_path=file_path)
             file_uuid = f"{uuid.uuid4()}"
             self.minio_client.fput_object(
@@ -225,10 +196,10 @@ class StorageMinio:
             return file_uuid
         except Exception as e:
             logger.exception(e, file_path=file_path, bucket_name=self.bucket_name)
+            raise
 
     def upload(self, data: bytes) -> uuid.UUID:
         try:
-            self.ensure_bucket_exists()
             logger.debug(f"Uploading {len(data)} bytes to storage")
             file_uuid = f"{uuid.uuid4()}"
             self.minio_client.put_object(
@@ -240,6 +211,7 @@ class StorageMinio:
             return file_uuid
         except Exception as e:
             logger.exception(e, bucket_name=self.bucket_name)
+            raise
 
     def delete_object(self, object_id: str) -> bool:
         """Delete a single object from Minio storage.
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
index f42780e..fb4dc49 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/chromium_cookies/analyzer.py
@@ -1,5 +1,4 @@
 # enrichment_modules/chromium_cookies/analyzer.py
-import asyncio
 import csv
 import sqlite3
 import tempfile
@@ -15,6 +14,8 @@ from common.storage import StorageMinio
 from file_enrichment_modules.module_loader import EnrichmentModule
 
 if TYPE_CHECKING:
+    import asyncio
+
     from nemesis_dpapi import DpapiManager
 
 logger = get_logger(__name__)
diff --git a/projects/agents/agents/logger.py b/projects/agents/agents/logger.py
index 5e6a3c8..d25b823 100644
--- a/projects/agents/agents/logger.py
+++ b/projects/agents/agents/logger.py
@@ -10,7 +10,7 @@ from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExport
 from opentelemetry.sdk.resources import Resource
 from opentelemetry.sdk.trace import TracerProvider
 from opentelemetry.sdk.trace.export import BatchSpanProcessor, SimpleSpanProcessor
-from opentelemetry.semconv.resource import ResourceAttributes
+from opentelemetry.semconv._incubating.attributes import service_attributes
 
 WORKFLOW_RUNTIME_LOG_LEVEL = os.getenv("WORKFLOW_RUNTIME_LOG_LEVEL", "WARNING")
 WORKFLOW_CLIENT_LOG_LEVEL = os.getenv("WORKFLOW_CLIENT_LOG_LEVEL", "WARNING")
@@ -101,14 +101,36 @@ def get_instance_id():
 
 
 def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
-    """Initialize and return an OpenTelemetry tracer with the specified name."""
+    """
+    Initialize and return an OpenTelemetry tracer with the specified name.
+
+    This function creates a TracerProvider with service metadata and configures
+    trace export based on the NEMESIS_MONITORING environment variable. When monitoring
+    is enabled, spans are exported to an OTLP endpoint (e.g., Jaeger). Otherwise,
+    tracing is still active but spans are not exported.
+
+    Args:
+        tracer_name: The name to identify this tracer instance. This typically
+                    corresponds to the module or service name.
+        otel_exporter_enabled: Currently unused parameter. Export behavior is
+                             controlled by the NEMESIS_MONITORING env var instead.
+
+    Returns:
+        A configured OpenTelemetry Tracer instance that can be used to create spans.
+
+    Environment Variables:
+        NEMESIS_MONITORING: Set to "enabled" to export traces to OTLP endpoint
+        OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE: Set to "true" for insecure
+                                                      connections (default: "true")
+        HOSTNAME: Used to construct the service instance ID
+    """
 
     resource = Resource.create(
         {
-            ResourceAttributes.SERVICE_NAME: "agents",
-            ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
-            ResourceAttributes.SERVICE_VERSION: version("agents"),
-            ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
+            service_attributes.SERVICE_NAME: "agents",
+            service_attributes.SERVICE_NAMESPACE: "nemesis",
+            service_attributes.SERVICE_VERSION: version("agents"),
+            service_attributes.SERVICE_INSTANCE_ID: get_instance_id(),
         }
     )
 
diff --git a/projects/file_enrichment/README.md b/projects/file_enrichment/README.md
index 3d4df43..572e8c2 100644
--- a/projects/file_enrichment/README.md
+++ b/projects/file_enrichment/README.md
@@ -55,9 +55,7 @@ The service includes specialized modules for:
 
 Environment variables for tuning performance:
 
-- `MAX_PARALLEL_WORKFLOWS`: Maximum concurrent file processing workflows (default: 3)
 - `MAX_WORKFLOW_EXECUTION_TIME`: Workflow timeout in seconds (default: 300)
-- `MAX_PARALLEL_ENRICHMENT_MODULES`: Concurrent modules per workflow (default: 5)
 - `WORKFLOW_RUNTIME_LOG_LEVEL`: Workflow engine logging level (default: WARNING)
 
 ## Workflow Process
diff --git a/projects/file_enrichment/file_enrichment/routes/dpapi.py b/projects/file_enrichment/file_enrichment/routes/dpapi.py
index c9e27ce..8c11ed0 100644
--- a/projects/file_enrichment/file_enrichment/routes/dpapi.py
+++ b/projects/file_enrichment/file_enrichment/routes/dpapi.py
@@ -2,8 +2,6 @@
 
 import asyncio
 import base64
-
-# Configure standard Python logger for nemesis_dpapi.eventing to DEBUG level
 import logging
 import urllib.parse
 from typing import Annotated
@@ -254,12 +252,12 @@ async def _handle_domain_backup_key_credential(
     # Decode URL encoded value for string-based credentials
     credential_value = urllib.parse.unquote(backup_key.value)
     pvk_data = base64.b64decode(credential_value, validate=True)
-    backup_key = DomainBackupKey(
+    backup_key_obj = DomainBackupKey(
         guid=UUID(backup_key.guid),  # Use the provided GUID
         key_data=pvk_data,
         domain_controller=backup_key.domain_controller,
     )
-    backup_key_id = await dpapi_manager.upsert_domain_backup_key(backup_key)
+    backup_key_id = await dpapi_manager.upsert_domain_backup_key(backup_key_obj)
     return {"status": "success", "type": "domain_backup_key", "id": backup_key_id}
 
 
diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
index ee5d4ec..8578e70 100644
--- a/projects/file_enrichment/file_enrichment/tracing.py
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -1,16 +1,15 @@
-# import os
-# from importlib.metadata import version
-
-# from opentelemetry import trace
-# from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
-# from opentelemetry.sdk.resources import Resource
-# from opentelemetry.sdk.trace import TracerProvider
-# from opentelemetry.sdk.trace.export import BatchSpanProcessor
-# from opentelemetry.semconv.resource import ResourceAttributes
-
+import os
 from contextlib import contextmanager
+from importlib.metadata import version
 from typing import Any
 
+from opentelemetry import trace
+from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
+from opentelemetry.sdk.resources import Resource
+from opentelemetry.sdk.trace import TracerProvider
+from opentelemetry.sdk.trace.export import BatchSpanProcessor
+from opentelemetry.semconv._incubating.attributes import service_attributes
+
 
 class NoOpSpan:
     """No-op span for when tracing is disabled."""
@@ -45,45 +44,76 @@ class NoOpTracer:
         return NoOpSpan()
 
 
-# def get_instance_id():
-#     hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
-#     pid = os.getpid()  # Uvicorn/Gunicorn worker PID
-#     return f"{hostname}-{pid}"
+def get_instance_id():
+    hostname = os.getenv("HOSTNAME", "unknown-host")  # Docker: container ID, K8s: pod name
+    pid = os.getpid()  # Uvicorn/Gunicorn worker PID
+    return f"{hostname}-{pid}"
 
 
-def get_tracer(tracer_name: str, otel_exporter_enabled: bool = True):
-    """Return a no-op tracer (OpenTelemetry temporarily disabled to avoid dependency conflicts)."""
-    return NoOpTracer()
+def get_tracer(module: str, service: str, otel_exporter_enabled: bool = True):
+    """
+    Initialize and return an OpenTelemetry tracer with the specified module and service name.
 
-    # """Initialize and return an OpenTelemetry tracer with the specified name."""
-    #
-    # # Check if tracer provider is already set
+    This function creates or reuses a TracerProvider with service metadata and configures
+    trace export based on the NEMESIS_MONITORING environment variable. When monitoring
+    is enabled, spans are exported to an OTLP endpoint (e.g., Jaeger). Otherwise,
+    tracing is still active but spans are not exported.
+
+    If a TracerProvider is already configured, this function reuses it rather than
+    creating a new one, allowing multiple modules to share the same tracing configuration.
+
+    Args:
+        module: The module name used to identify this tracer instance and determine
+                the service version from package metadata.
+        service: The service name to identify this service in the tracing backend.
+        otel_exporter_enabled: Currently unused parameter. Export behavior is
+                             controlled by the NEMESIS_MONITORING env var instead.
+
+    Returns:
+        A configured OpenTelemetry Tracer instance that can be used to create spans.
+
+    Environment Variables:
+        NEMESIS_MONITORING: Set to "enabled" to export traces to OTLP endpoint
+        OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE: Set to "true" for insecure
+                                                      connections (default: "true")
+        HOSTNAME: Used to construct the service instance ID
+
+    Note:
+        There is a commented-out line that previously returned a NoOpTracer when
+        OpenTelemetry was disabled to avoid dependency conflicts. This is no longer used.
+    """
+
+    # Check if tracer provider is already set
     # current_provider = trace.get_tracer_provider()
     # if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
     #     # Tracer provider already configured, just return the tracer
-    #     return current_provider.get_tracer(tracer_name)
-    #
-    # resource = Resource.create(
-    #     {
-    #         ResourceAttributes.SERVICE_NAME: "file-enrichment-controller",
-    #         ResourceAttributes.SERVICE_NAMESPACE: "nemesis",
-    #         ResourceAttributes.SERVICE_VERSION: version("file_enrichment"),
-    #         ResourceAttributes.SERVICE_INSTANCE_ID: get_instance_id(),
-    #     }
-    # )
-    #
-    # # Only setup OTLP exporter if monitoring is enabled
-    # if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
-    #     otlp_exporter = OTLPSpanExporter(
-    #         insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
-    #     )
-    #
-    #     trace_provider = TracerProvider(resource=resource)
-    #     span_processor = BatchSpanProcessor(otlp_exporter)
-    #     trace_provider.add_span_processor(span_processor)
-    #     trace.set_tracer_provider(trace_provider)
-    # else:
-    #     trace_provider = TracerProvider(resource=resource)
-    #     trace.set_tracer_provider(trace_provider)
-    #
-    # return trace_provider.get_tracer(tracer_name)
+    #     print("Using built-in provider")
+    #     return current_provider.get_tracer(module)
+
+    resource = Resource.create(
+        {
+            service_attributes.SERVICE_NAME: service,
+            service_attributes.SERVICE_NAMESPACE: "nemesis",
+            service_attributes.SERVICE_VERSION: version(module),
+            service_attributes.SERVICE_INSTANCE_ID: get_instance_id(),
+        }
+    )
+
+    # Only setup OTLP exporter if monitoring is enabled
+    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
+        otlp_exporter = OTLPSpanExporter(
+            insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
+        )
+
+        print("Using nemesis monitoring proivider")
+
+        trace_provider = TracerProvider(resource=resource)
+        span_processor = BatchSpanProcessor(otlp_exporter)
+        trace_provider.add_span_processor(span_processor)
+        trace.set_tracer_provider(trace_provider)
+    else:
+        print("Using default provider")
+        trace_provider = TracerProvider(resource=resource)
+        trace.set_tracer_provider(trace_provider)
+
+    return trace_provider.get_tracer(module)
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 1bac39e..ca9b921 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -742,7 +742,7 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Main workflow that orchestrates all enrichment activities."""
 
     if not ctx.is_replaying:
-        logger.debug("Starting main enrichment workflow")
+        logger.warning("Starting main enrichment workflow", workflow_input=workflow_input)
 
     start_time = ctx.current_utc_datetime
 
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 13b4c1b..d8f1594 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -318,7 +318,7 @@ class WorkflowManager:
     async def start_workflow(self, workflow_input):
         """Start a workflow"""
         start_time = time.time()
-        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
         client = get_workflow_client()
         if client is None:
             raise ValueError("Workflow client is None")
@@ -331,7 +331,6 @@ class WorkflowManager:
             with tracer.start_as_current_span("start_workflow") as current_span:
                 # Add workflow ID to trace for Jaeger queries
                 current_span.set_attribute("workflow.instance_id", instance_id)
-                current_span.set_attribute("workflow.start", True)
                 current_span.set_attribute("workflow.type", "enrichment_workflow")
 
                 if "file" in workflow_input and "object_id" in workflow_input["file"]:
@@ -378,7 +377,6 @@ class WorkflowManager:
                 )
 
                 # Actually schedule the workflow
-                # Use asyncio.to_thread() to prevent blocking the event loop
                 await asyncio.to_thread(
                     client.schedule_new_workflow,
                     instance_id=instance_id,
@@ -399,7 +397,7 @@ class WorkflowManager:
 
     async def _monitor_workflow(self, instance_id, workflow_start_time: float):
         """Monitor a workflow until completion or timeout"""
-        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
 
         with tracer.start_as_current_span("monitor_workflow") as current_span:
             current_span.set_attribute("workflow.instance_id", instance_id)
@@ -486,7 +484,7 @@ class WorkflowManager:
         error_count = 0
 
         client = get_workflow_client()
-        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
 
         # Add trace attributes for workflow status monitoring
         with tracer.start_as_current_span("wait_for_completion") as current_span:
@@ -578,7 +576,7 @@ class WorkflowManager:
 
     async def start_workflow_single_enrichment(self, workflow_input):
         """Start a single enrichment workflow"""
-        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
 
         try:
             start_time = time.time()
@@ -661,7 +659,7 @@ class WorkflowManager:
     async def _monitor_single_enrichment_workflow(self, instance_id, workflow_start_time):
         """Monitor a single enrichment workflow until completion or timeout"""
 
-        tracer = get_tracer("workflow_manager", monitoring_enabled)
+        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
 
         with tracer.start_as_current_span("monitor_single_enrichment_workflow") as current_span:
             current_span.set_attribute("workflow.instance_id", instance_id)
diff --git a/projects/file_enrichment/poetry.lock b/projects/file_enrichment/poetry.lock
index 5cc79c5..f9d1151 100644
--- a/projects/file_enrichment/poetry.lock
+++ b/projects/file_enrichment/poetry.lock
@@ -991,9 +991,12 @@ files = []
 develop = true
 
 [package.dependencies]
+asyncpg = "^0.30.0"
 dapr = "1.16.0"
+dapr-ext-workflow = "^1.16.0"
 fastapi = "^0.115.6"
 minio = "^7.2.14"
+psycopg = {version = "^3.2.9", extras = ["pool"]}
 pydantic = "^2.10.5"
 structlog = "^25.1.0"
 
@@ -1251,9 +1254,11 @@ develop = true
 
 [package.dependencies]
 asyncpg = "^0.30.0"
+chromium = {path = "../chromium", develop = true}
 common = {path = "../common", develop = true}
 dapr = "1.16.0"
 dnfile = "^0.15.1"
+file_linking = {path = "../file_linking", develop = true}
 impacket = "^0.12.0"
 lnkparse3 = "^1.5.0"
 nemesis_dpapi = {path = "../nemesis_dpapi", develop = true}
@@ -1278,9 +1283,11 @@ files = []
 develop = true
 
 [package.dependencies]
+asyncpg = "^0.30.0"
 common = {path = "../common", develop = true}
 dapr = "1.16.0"
 psycopg = {version = ">=3.0.0,<4.0.0", extras = ["binary"]}
+pytest-asyncio = "^1.2.0"
 pyyaml = "^6.0.3"
 structlog = ">=20.0.0,<30.0.0"
 
@@ -1615,6 +1622,30 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\""}
 setuptools = "*"
 six = "*"
 
+[[package]]
+name = "importlib-metadata"
+version = "8.7.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "importlib_metadata-8.7.0-py3-none-any.whl", hash = "sha256:e5dd1551894c77868a30651cef00984d50e1002d06942a7101d34870c5f02afd"},
+    {file = "importlib_metadata-8.7.0.tar.gz", hash = "sha256:d13b81ad223b890aa16c5471f2ac3056cf76c5f10f82d6f9292f0b415f389000"},
+]
+
+[package.dependencies]
+zipp = ">=3.20"
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+perf = ["ipython"]
+test = ["flufl.flake8", "importlib_resources (>=1.3)", "jaraco.test (>=5.4)", "packaging", "pyfakefs", "pytest (>=6,!=8.1.*)", "pytest-perf (>=0.9.2)"]
+type = ["pytest-mypy"]
+
 [[package]]
 name = "inflate64"
 version = "1.0.1"
@@ -1689,7 +1720,7 @@ version = "2.1.0"
 description = "brain-dead simple config-ini parsing"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "iniconfig-2.1.0-py3-none-any.whl", hash = "sha256:9deba5723312380e77435581c6bf4935c94cbfab9b1ed33ef8d238ea168eb760"},
     {file = "iniconfig-2.1.0.tar.gz", hash = "sha256:3abbd2e30b36733fee78f9c7f7308f2d0050e88f0087fd25c2645f63c773e1c7"},
@@ -2277,6 +2308,109 @@ pyparsing = ">=2.1.0,<4"
 [package.extras]
 full = ["XLMMacroDeobfuscator"]
 
+[[package]]
+name = "opentelemetry-api"
+version = "1.38.0"
+description = "OpenTelemetry Python API"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_api-1.38.0-py3-none-any.whl", hash = "sha256:2891b0197f47124454ab9f0cf58f3be33faca394457ac3e09daba13ff50aa582"},
+    {file = "opentelemetry_api-1.38.0.tar.gz", hash = "sha256:f4c193b5e8acb0912b06ac5b16321908dd0843d75049c091487322284a3eea12"},
+]
+
+[package.dependencies]
+importlib-metadata = ">=6.0,<8.8.0"
+typing-extensions = ">=4.5.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.38.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_common-1.38.0-py3-none-any.whl", hash = "sha256:03cb76ab213300fe4f4c62b7d8f17d97fcfd21b89f0b5ce38ea156327ddda74a"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.38.0.tar.gz", hash = "sha256:e333278afab4695aa8114eeb7bf4e44e65c6607d54968271a249c180b2cb605c"},
+]
+
+[package.dependencies]
+opentelemetry-proto = "1.38.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.38.0"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.38.0-py3-none-any.whl", hash = "sha256:7c49fd9b4bd0dbe9ba13d91f764c2d20b0025649a6e4ac35792fb8d84d764bc7"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.38.0.tar.gz", hash = "sha256:2473935e9eac71f401de6101d37d6f3f0f1831db92b953c7dcc912536158ebd6"},
+]
+
+[package.dependencies]
+googleapis-common-protos = ">=1.57,<2.0"
+grpcio = [
+    {version = ">=1.63.2,<2.0.0", markers = "python_version < \"3.13\""},
+    {version = ">=1.66.2,<2.0.0", markers = "python_version >= \"3.13\""},
+]
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.38.0"
+opentelemetry-proto = "1.38.0"
+opentelemetry-sdk = ">=1.38.0,<1.39.0"
+typing-extensions = ">=4.6.0"
+
+[[package]]
+name = "opentelemetry-proto"
+version = "1.38.0"
+description = "OpenTelemetry Python Proto"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_proto-1.38.0-py3-none-any.whl", hash = "sha256:b6ebe54d3217c42e45462e2a1ae28c3e2bf2ec5a5645236a490f55f45f1a0a18"},
+    {file = "opentelemetry_proto-1.38.0.tar.gz", hash = "sha256:88b161e89d9d372ce723da289b7da74c3a8354a8e5359992be813942969ed468"},
+]
+
+[package.dependencies]
+protobuf = ">=5.0,<7.0"
+
+[[package]]
+name = "opentelemetry-sdk"
+version = "1.38.0"
+description = "OpenTelemetry Python SDK"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_sdk-1.38.0-py3-none-any.whl", hash = "sha256:1c66af6564ecc1553d72d811a01df063ff097cdc82ce188da9951f93b8d10f6b"},
+    {file = "opentelemetry_sdk-1.38.0.tar.gz", hash = "sha256:93df5d4d871ed09cb4272305be4d996236eedb232253e3ab864c8620f051cebe"},
+]
+
+[package.dependencies]
+opentelemetry-api = "1.38.0"
+opentelemetry-semantic-conventions = "0.59b0"
+typing-extensions = ">=4.5.0"
+
+[[package]]
+name = "opentelemetry-semantic-conventions"
+version = "0.59b0"
+description = "OpenTelemetry Semantic Conventions"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "opentelemetry_semantic_conventions-0.59b0-py3-none-any.whl", hash = "sha256:35d3b8833ef97d614136e253c1da9342b4c3c083bbaf29ce31d572a1c3825eed"},
+    {file = "opentelemetry_semantic_conventions-0.59b0.tar.gz", hash = "sha256:7a6db3f30d70202d5bf9fa4b69bc866ca6a30437287de6c510fb594878aed6b0"},
+]
+
+[package.dependencies]
+opentelemetry-api = "1.38.0"
+typing-extensions = ">=4.5.0"
+
 [[package]]
 name = "oscrypto"
 version = "1.3.0"
@@ -2298,7 +2432,7 @@ version = "25.0"
 description = "Core utilities for Python packages"
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "packaging-25.0-py3-none-any.whl", hash = "sha256:29572ef2b1f17581046b3a2227d5c611fb25ec70ca1ba8554b24b0e69331a484"},
     {file = "packaging-25.0.tar.gz", hash = "sha256:d443872c98d677bf60f6a1f2f8c1cb748e8fe762d2bf9d3148b5599295b0fc4f"},
@@ -2463,7 +2597,7 @@ version = "1.6.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pluggy-1.6.0-py3-none-any.whl", hash = "sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746"},
     {file = "pluggy-1.6.0.tar.gz", hash = "sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3"},
@@ -3238,7 +3372,7 @@ version = "2.19.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.8"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pygments-2.19.2-py3-none-any.whl", hash = "sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b"},
     {file = "pygments-2.19.2.tar.gz", hash = "sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887"},
@@ -3417,7 +3551,7 @@ version = "8.4.2"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest-8.4.2-py3-none-any.whl", hash = "sha256:872f880de3fc3a5bdc88a11b39c9710c3497a547cfa9320bc3c5e62fbf272e79"},
     {file = "pytest-8.4.2.tar.gz", hash = "sha256:86c0d0b93306b961d58d62a4db4879f27fe25513d4b969df351abdddb3c30e01"},
@@ -3439,7 +3573,7 @@ version = "1.2.0"
 description = "Pytest support for asyncio"
 optional = false
 python-versions = ">=3.9"
-groups = ["dev"]
+groups = ["main", "dev"]
 files = [
     {file = "pytest_asyncio-1.2.0-py3-none-any.whl", hash = "sha256:8e17ae5e46d8e7efe51ab6494dd2010f4ca8dae51652aa3c8d55acf50bfb2e99"},
     {file = "pytest_asyncio-1.2.0.tar.gz", hash = "sha256:c609a64a2a8768462d0c99811ddb8bd2583c33fd33cf7f21af1c142e824ffb57"},
@@ -4234,7 +4368,27 @@ idna = ">=2.0"
 multidict = ">=4.0"
 propcache = ">=0.2.1"
 
+[[package]]
+name = "zipp"
+version = "3.23.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.9"
+groups = ["main"]
+files = [
+    {file = "zipp-3.23.0-py3-none-any.whl", hash = "sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e"},
+    {file = "zipp-3.23.0.tar.gz", hash = "sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166"},
+]
+
+[package.extras]
+check = ["pytest-checkdocs (>=2.4)", "pytest-ruff (>=0.2.1)"]
+cover = ["pytest-cov"]
+doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+enabler = ["pytest-enabler (>=2.2)"]
+test = ["big-O", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more_itertools", "pytest (>=6,!=8.1.*)", "pytest-ignore-flaky"]
+type = ["pytest-mypy"]
+
 [metadata]
 lock-version = "2.1"
 python-versions = "^3.12"
-content-hash = "7cfcdde0dcda37f6f9681dd392570078aa1c8d9be830fa894f7d4f2dd3c0b1fe"
+content-hash = "3fabf80b239db81e20d419ce9e3da20d5f6e5ea9139afffdb8ca38659cfbcfa3"
diff --git a/projects/file_enrichment/pyproject.toml b/projects/file_enrichment/pyproject.toml
index d5a95c5..d87d833 100644
--- a/projects/file_enrichment/pyproject.toml
+++ b/projects/file_enrichment/pyproject.toml
@@ -40,6 +40,9 @@ dapr = "1.16.0"
 durabletask-dapr = "0.2.0a8"
 protobuf = "6.31.1"
 pillow = "^11.3.0"
+opentelemetry-api = "^1.38.0"
+opentelemetry-sdk = "^1.38.0"
+opentelemetry-exporter-otlp-proto-grpc = "^1.38.0"
 
 [tool.poetry.group.dev.dependencies]
 ruff = "^0.9.2"

From 91a3ce12d26b47696129adb9d43a88dedbce81b8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 15:47:58 -0700
Subject: [PATCH 236/279] improve submit pooling/stats, remove bucket checks

---
 libs/common/common/storage.py    |  6 +-----
 projects/cli/cli/submit.py       | 36 +++++++++++++++++++++++++-------
 projects/web_api/web_api/main.py | 16 ++++----------
 3 files changed, 34 insertions(+), 24 deletions(-)

diff --git a/libs/common/common/storage.py b/libs/common/common/storage.py
index 70a6a03..bbcaf70 100644
--- a/libs/common/common/storage.py
+++ b/libs/common/common/storage.py
@@ -135,10 +135,6 @@ class StorageMinio:
             logger.exception(e, "Error pulling object stats", object_name=object_name)
             raise
 
-    def check_bucket_exists(self):
-        """Returns True if the bucket exists, false if it doesn't."""
-        return self.minio_client.bucket_exists(self.bucket_name)
-
     def check_file_exists(self, object_name):
         """Check if a file exists."""
         try:
@@ -176,7 +172,7 @@ class StorageMinio:
                 file.file,  # Use file.file directly
                 length=file_size,  # Provide the calculated size
             )
-            logger.debug("Object upload compelted", file_name=file.filename)
+            logger.debug("Object upload completed", file_name=file.filename)
 
             return file_uuid
 
diff --git a/projects/cli/cli/submit.py b/projects/cli/cli/submit.py
index c9d74c7..7d687df 100644
--- a/projects/cli/cli/submit.py
+++ b/projects/cli/cli/submit.py
@@ -49,6 +49,7 @@ class UploadTracker:
         self.failures = []  # (path, error) tuples
         self.successes = []  # (path, bytes) tuples
         self.lock = threading.Lock()
+        self.start_time = time.perf_counter()
 
     @property
     def total_files(self) -> int:
@@ -87,6 +88,13 @@ class UploadTracker:
         with self.lock:
             return self.successes.copy()
 
+    def format_duration(self, seconds: float) -> str:
+        """Convert seconds to HH:MM:SS format with total seconds"""
+        hours = int(seconds // 3600)
+        minutes = int((seconds % 3600) // 60)
+        secs = seconds % 60
+        return f"{hours:02d}:{minutes:02d}:{secs:05.2f} ({seconds:.2f}s)"
+
     def display_summary(self):
         """Display a summary of the upload operation"""
         total = self.total_files
@@ -95,6 +103,8 @@ class UploadTracker:
             return
 
         success_rate = (self.successful / total) * 100 if total > 0 else 0
+        elapsed_time = time.perf_counter() - self.start_time
+        files_per_sec = total / elapsed_time if elapsed_time > 0 else 0
 
         logger.info("\nUpload Summary:")
         logger.info("─" * 40)
@@ -102,7 +112,9 @@ class UploadTracker:
         logger.info(f"Successful:      {self.successful:,}")
         logger.info(f"Failed:          {self.failed:,}")
         logger.info(f"Success Rate:    {success_rate:.1f}%")
-        logger.info(f"Total Uploaded:  {self.format_bytes()}")
+        logger.info(f"Data Uploaded:   {self.format_bytes()}")
+        logger.info(f"Duration:        {self.format_duration(elapsed_time)}")
+        logger.info(f"Speed:           {files_per_sec:.2f} files/sec")
 
         if self.failed > 0:
             logger.info("\nFailed Uploads:")
@@ -326,9 +338,6 @@ def submit_files(
     if not validate_auth(host, auth):
         return False
 
-    # Create session with retry logic and connection pooling
-    session = create_session_with_retries()
-
     # Total submissions = 1 original + repeat additional submissions
     total_submissions = 1 + repeat
 
@@ -351,6 +360,12 @@ def submit_files(
     # Calculate total operations for progress bar
     total_operations = total_files * total_submissions
 
+    # Determine actual number of worker threads we'll use
+    actual_workers = min(workers, total_operations)
+
+    # Create session with retry logic and connection pooling sized for our workers
+    session = create_session_with_retries(max_workers=actual_workers)
+
     # Create shared structures for concurrent submission
     overall_tracker = UploadTracker()
     error_queue = Queue()
@@ -554,9 +569,12 @@ def create_metadata(
     return metadata
 
 
-def create_session_with_retries() -> requests.Session:
+def create_session_with_retries(max_workers: int = 20) -> requests.Session:
     """
     Create a requests session with retry logic and connection pooling.
+
+    Args:
+        max_workers: Maximum number of concurrent workers (used to size connection pool)
     """
     session = requests.Session()
 
@@ -569,11 +587,15 @@ def create_session_with_retries() -> requests.Session:
         raise_on_status=False,  # Don't raise on status codes in status_forcelist
     )
 
+    # Size the connection pool to accommodate all workers plus some buffer
+    # Each worker needs a connection, add 50% buffer for retries and overhead
+    pool_size = max(20, int(max_workers * 1.5))
+
     # Configure HTTP adapter with retry strategy
     adapter = HTTPAdapter(
         max_retries=retry_strategy,
-        pool_connections=10,  # Number of connection pools
-        pool_maxsize=20,  # Maximum number of connections in pool
+        pool_connections=10,  # Number of connection pools to cache
+        pool_maxsize=pool_size,  # Maximum number of connections in pool
         pool_block=False,  # Don't block when pool is full
     )
 
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 902e02e..1e33be1 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -269,14 +269,10 @@ async def upload_file(
 
         file_metadata = FileMetadata(**metadata_dict)
 
-        logger.info(
-            "Received file upload request",
-            filename=file.filename,
-            metadata=file_metadata.model_dump(),
-        )
+        logger.debug("Received file upload request")
 
         object_id = storage.upload_uploadfile(file)
-        logger.debug("File uploaded to datalake", object_id=object_id)
+        logger.info("File uploaded to datalake", object_id=object_id)
 
         file_metadata.path = normalize_path(file_metadata.path)
 
@@ -293,7 +289,7 @@ async def upload_file(
         file_model = FileModel.from_file_metadata(file_metadata, str(object_id))
         submission_id = await submit_file(file_model)
 
-        logger.info("Metadata submitted", submission_id=str(submission_id))
+        logger.info("File metadata submitted", submission_id=str(submission_id), object_id=object_id)
         return FileWithMetadataResponse(object_id=object_id, submission_id=submission_id)
 
     except Exception as e:
@@ -1499,10 +1495,6 @@ async def submit_file(file_data: FileModel) -> uuid.UUID:
     Returns a submission ID.
     """
     try:
-        if not storage.check_bucket_exists():
-            logger.error("Bucket doesn't exist, file likely not uploaded first")
-            raise HTTPException(status_code=400, detail="Bucket doesn't exist")
-
         if not storage.check_file_exists(file_data.object_id):
             logger.error("File doesn't exist", object_id=file_data.object_id)
             raise HTTPException(status_code=400, detail=f"File {file_data.object_id} doesn't exist")
@@ -1520,7 +1512,7 @@ async def submit_file(file_data: FileModel) -> uuid.UUID:
                 data=json.dumps(data),
                 data_content_type="application/json",
             )
-            logger.info(
+            logger.debug(
                 "Published file metadata for enrichment", object_id=file_data.object_id, submission_id=submission_id
             )
 

From 03eace4f784dea76cf901625c46a5ec3cc31404f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 16:11:03 -0700
Subject: [PATCH 237/279] fix tracing

---
 projects/file_enrichment/file_enrichment/tracing.py | 12 ++++--------
 1 file changed, 4 insertions(+), 8 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
index 8578e70..e5a3d75 100644
--- a/projects/file_enrichment/file_enrichment/tracing.py
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -84,11 +84,10 @@ def get_tracer(module: str, service: str, otel_exporter_enabled: bool = True):
     """
 
     # Check if tracer provider is already set
-    # current_provider = trace.get_tracer_provider()
-    # if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
-    #     # Tracer provider already configured, just return the tracer
-    #     print("Using built-in provider")
-    #     return current_provider.get_tracer(module)
+    current_provider = trace.get_tracer_provider()
+    if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
+        # Tracer provider already configured, just return the tracer
+        return current_provider.get_tracer(module)
 
     resource = Resource.create(
         {
@@ -105,14 +104,11 @@ def get_tracer(module: str, service: str, otel_exporter_enabled: bool = True):
             insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
         )
 
-        print("Using nemesis monitoring proivider")
-
         trace_provider = TracerProvider(resource=resource)
         span_processor = BatchSpanProcessor(otlp_exporter)
         trace_provider.add_span_processor(span_processor)
         trace.set_tracer_provider(trace_provider)
     else:
-        print("Using default provider")
         trace_provider = TracerProvider(resource=resource)
         trace.set_tracer_provider(trace_provider)
 

From bab59497ddd204a9e25f5399dd84b8dc8da40fe0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 16:31:01 -0700
Subject: [PATCH 238/279] add count to Findings list page

---
 .../src/components/Findings/FindingsFilters.jsx        |  6 +++++-
 .../frontend/src/components/Findings/FindingsList.jsx  | 10 +++++-----
 2 files changed, 10 insertions(+), 6 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index 9c162cf..eecc9d1 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -1,4 +1,4 @@
-import { AlertTriangle, Bot, Filter, Search, ThumbsUp, ChevronDown } from 'lucide-react';
+import { AlertTriangle, Bot, ChevronDown, Filter, Search, ThumbsUp } from 'lucide-react';
 import React, { useEffect, useMemo, useRef } from 'react';
 import { createPortal } from 'react-dom';
 import { useSearchParams } from 'react-router-dom';
@@ -509,6 +509,10 @@ const FindingsFilters = ({
                 >
                     Clear Filters
                 </button>
+
+                <span className="text-sm text-gray-600 dark:text-gray-400">
+                    {filteredFindings.length.toLocaleString()} finding{filteredFindings.length !== 1 ? 's' : ''} found
+                </span>
             </div>
         </div>
     );
diff --git a/projects/frontend/src/components/Findings/FindingsList.jsx b/projects/frontend/src/components/Findings/FindingsList.jsx
index 9b080bc..6d69d35 100644
--- a/projects/frontend/src/components/Findings/FindingsList.jsx
+++ b/projects/frontend/src/components/Findings/FindingsList.jsx
@@ -1,7 +1,7 @@
 import { useTriageMode } from '@/contexts/TriageModeContext';
 import { useUser } from '@/contexts/UserContext';
 import { createClient } from 'graphql-ws';
-import React, { useEffect, useRef, useState } from 'react';
+import { useEffect, useRef, useState } from 'react';
 import { useSearchParams } from 'react-router-dom';
 import AutoSizer from 'react-virtualized-auto-sizer';
 import { FixedSizeList as List } from 'react-window';
@@ -58,7 +58,7 @@ const FindingsList = () => {
     const newParams = new URLSearchParams(searchParams);
     newParams.set('sort_column', sortColumn);
     newParams.set('sort_direction', sortDirection);
-    
+
     if (newParams.toString() !== searchParams.toString()) {
       setSearchParams(newParams, { replace: true });
     }
@@ -68,7 +68,7 @@ const FindingsList = () => {
   useEffect(() => {
     const urlSortColumn = searchParams.get('sort_column');
     const urlSortDirection = searchParams.get('sort_direction');
-    
+
     if (urlSortColumn && urlSortColumn !== sortColumn) {
       setSortColumn(urlSortColumn);
     }
@@ -541,8 +541,8 @@ const FindingsList = () => {
       {/* Findings Table */}
       <div className="overflow-x-auto">
         {/* Headers - Keep these outside the virtualized area */}
-        <TableHeaders 
-          isTriageMode={isTriageMode} 
+        <TableHeaders
+          isTriageMode={isTriageMode}
           sortColumn={sortColumn}
           sortDirection={sortDirection}
           onSort={handleSort}

From 70e97e35d1181c17bc9cd1c36da07c4471ea556a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Fri, 24 Oct 2025 17:36:08 -0700
Subject: [PATCH 239/279] add scheduler/placement metrics

---
 compose.yaml                    |  3 ++-
 infra/prometheus/prometheus.yml | 12 +++++++++++-
 2 files changed, 13 insertions(+), 2 deletions(-)

diff --git a/compose.yaml b/compose.yaml
index 3c1ab52..936198d 100644
--- a/compose.yaml
+++ b/compose.yaml
@@ -815,7 +815,7 @@ services:
 
   placement:
     image: "daprio/dapr:1.16.1"
-    command: ["./placement", "-port", "50006"]
+    command: ["./placement", "-port", "50006", "--enable-metrics"]
 
   scheduler:
     image: "daprio/dapr:1.16.1"
@@ -825,6 +825,7 @@ services:
         "--port",
         "50007",
         "--etcd-data-dir=/var/lock/dapr/scheduler",
+        "--enable-metrics",
       ]
 
   ############################
diff --git a/infra/prometheus/prometheus.yml b/infra/prometheus/prometheus.yml
index 6f1c0f6..ba59e75 100644
--- a/infra/prometheus/prometheus.yml
+++ b/infra/prometheus/prometheus.yml
@@ -123,4 +123,14 @@ scrape_configs:
   - job_name: 'nemesis-gotenberg'
     metrics_path: '/prometheus/metrics'
     static_configs:
-      - targets: ['gotenberg:3000']
\ No newline at end of file
+      - targets: ['gotenberg:3000']
+
+  - job_name: 'nemesis-placement'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['placement:9090']
+
+  - job_name: 'nemesis-scheduler'
+    metrics_path: '/metrics'
+    static_configs:
+      - targets: ['scheduler:9090']
\ No newline at end of file

From 1eb281d417b531eaee39cdf7b7f05995fcb9a50e Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Fri, 24 Oct 2025 18:19:58 -0700
Subject: [PATCH 240/279] Additional dpapi blob parsing transforms

-Additional dpapi blob parsing transforms
---
 .../dpapi_blob/analyzer.py                    | 137 +++++++++++++++++-
 .../dpapi_blob/dpapi_helpers.py               |  15 +-
 2 files changed, 146 insertions(+), 6 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
index a7fa2be..9f79d1e 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/analyzer.py
@@ -1,9 +1,12 @@
 # enrichment_modules/dpapi/analyzer.py
 import asyncio
+import base64
+import csv
+import tempfile
 
 import yara_x
 from common.logger import get_logger
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin
+from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, Transform
 from common.state_helpers import get_file_enriched, get_file_enriched_async
 from common.storage import StorageMinio
 from dapr.clients import DaprClient
@@ -40,6 +43,26 @@ rule has_dpapi_blob
 }
 """)
 
+    def _format_hex_dump(self, data: bytes, offset: int = 0) -> str:
+        """Generate hexdump-style output for blob data.
+
+        Args:
+            data: The bytes to format
+            offset: Starting offset for display
+
+        Returns:
+            Formatted hex dump string
+        """
+        lines = []
+        for i in range(0, len(data), 16):
+            chunk = data[i:i+16]
+            hex_part = ' '.join(f'{b:02x}' for b in chunk)
+            # Pad hex part to align ASCII
+            hex_part = hex_part.ljust(48)
+            ascii_part = ''.join(chr(b) if 32 <= b < 127 else '.' for b in chunk)
+            lines.append(f'{offset+i:08x}  {hex_part}  {ascii_part}')
+        return '\n'.join(lines)
+
     def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Check if this file should be processed by scanning for DPAPI blobs.
 
@@ -68,7 +91,7 @@ rule has_dpapi_blob
         return should_run
 
     async def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
-        """Process LSASS dump file and extract credentials.
+        """Process file and perform DPAPI blob analysis.
 
         Args:
             object_id: The object ID of the file
@@ -108,13 +131,23 @@ rule has_dpapi_blob
                         temp_file.name, file_enriched.object_id, self.max_blobs
                     )
 
+            # Track decrypted blobs and their data
+            decrypted_blobs = []
+
             for carved_blob in carved_blobs:
                 try:
                     dpapi_blob_raw = carved_blob["dpapi_blob_raw"]
-                    del carved_blob["dpapi_blob_raw"]  # because of result serialization
+                    carved_blob["is_decrypted"] = False
+                    carved_blob["decrypted_data"] = None
+                    # Calculate blob length from raw data
+                    carved_blob["blob_length"] = len(dpapi_blob_raw) if dpapi_blob_raw else 0
+
                     carved_blob_dec = await self.dpapi_manager.decrypt_blob(Blob.from_bytes(dpapi_blob_raw))
 
                     if carved_blob_dec:
+                        carved_blob["is_decrypted"] = True
+                        carved_blob["decrypted_data"] = carved_blob_dec
+                        decrypted_blobs.append(carved_blob)
                         logger.info(
                             "Successfully decrypted blob",
                             masterkey_guid=carved_blob["dpapi_master_key_guid"],
@@ -139,9 +172,97 @@ rule has_dpapi_blob
                         error_type=type(e).__name__,
                     )
 
+                # Remove raw blob data to avoid serialization issues
+                del carved_blob["dpapi_blob_raw"]
+
             masterkey_guids = sorted({blob["dpapi_master_key_guid"] for blob in carved_blobs if blob["success"]})
 
             if carved_blobs:
+                transforms = []
+
+                # Create CSV transform for all blobs (up to 10000)
+                blobs_for_csv = carved_blobs[:10000]
+                with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8", newline="") as tmp_csv:
+                    writer = csv.writer(tmp_csv)
+
+                    # Write header
+                    writer.writerow(["masterkey_guid", "blob_offset", "blob_length", "is_decrypted", "base64_content"])
+
+                    # Write blob data
+                    for blob in blobs_for_csv:
+                        base64_content = ""
+                        # Include base64 content if blob is 1000 bytes or less
+                        if blob.get("decrypted_data") and len(blob["decrypted_data"]) <= 1000:
+                            base64_content = base64.b64encode(blob["decrypted_data"]).decode("utf-8")
+
+                        writer.writerow([
+                            blob["dpapi_master_key_guid"],
+                            blob.get("blob_offset", 0),
+                            blob.get("blob_length", 0),
+                            blob.get("is_decrypted", False),
+                            base64_content,
+                        ])
+
+                    tmp_csv.flush()
+                    csv_object_id = self.storage.upload_file(tmp_csv.name)
+
+                    transforms.append(
+                        Transform(
+                            type="dpapi_blobs.csv",
+                            object_id=f"{csv_object_id}",
+                            metadata={
+                                "file_name": f"{file_enriched.file_name}_dpapi_blobs.csv",
+                                "offer_as_download": True,
+                            },
+                        )
+                    )
+
+                # Create markdown transform for decrypted blobs (up to 1000)
+                if decrypted_blobs:
+                    report_lines = []
+                    report_lines.append(f"# Decrypted DPAPI Blobs: {file_enriched.file_name}")
+                    report_lines.append(f"\nTotal decrypted blobs: {len(decrypted_blobs)}")
+
+                    blobs_for_markdown = decrypted_blobs[:1000]
+
+                    for idx, blob in enumerate(blobs_for_markdown, 1):
+                        report_lines.append(f"\n## Blob {idx}")
+                        report_lines.append(f"- **Masterkey GUID**: `{blob['dpapi_master_key_guid']}`")
+                        report_lines.append(f"- **Offset**: {blob.get('blob_offset', 0)}")
+                        report_lines.append(f"- **Length**: {blob.get('blob_length', 0)} bytes")
+
+                        if blob.get("decrypted_data"):
+                            if len(blob["decrypted_data"]) <= 1000:
+                                report_lines.append("```")
+                                report_lines.append(self._format_hex_dump(blob["decrypted_data"]))
+                                report_lines.append("```")
+                            else:
+                                report_lines.append("\n*Blob is > 1000 bytes*")
+
+                    # Add truncation notice if needed
+                    if len(decrypted_blobs) > 1000:
+                        report_lines.append("\n---")
+                        report_lines.append("\n**Note**: Over 1000 blobs carved, output truncated")
+
+                    with tempfile.NamedTemporaryFile(mode="w", encoding="utf-8") as tmp_md:
+                        tmp_md.write("\n".join(report_lines))
+                        tmp_md.flush()
+                        md_object_id = self.storage.upload_file(tmp_md.name)
+
+                        transforms.append(
+                            Transform(
+                                type="dpapi_decrypted_blobs",
+                                object_id=f"{md_object_id}",
+                                metadata={
+                                    "file_name": f"{file_enriched.file_name}_decrypted_blobs.md",
+                                    "display_type_in_dashboard": "markdown",
+                                    "default_display": True,
+                                },
+                            )
+                        )
+
+                enrichment_result.transforms = transforms
+
                 summary_markdown = f"""
 # DPAPI Blobs Found : {len(carved_blobs)}
 # Masterkey GUIDs
@@ -150,7 +271,15 @@ List of unique masterkey GUIDs associated with the found blobs:
 {"\n".join(masterkey_guids)}
 ```
 """
-                enrichment_result.results = {"blobs": carved_blobs}
+                # Clean up decrypted_data before storing in results to avoid serialization issues
+                results_blobs = []
+                for blob in carved_blobs:
+                    blob_copy = blob.copy()
+                    if "decrypted_data" in blob_copy:
+                        del blob_copy["decrypted_data"]
+                    results_blobs.append(blob_copy)
+
+                enrichment_result.results = {"blobs": results_blobs}
 
                 display_data = FileObject(type="finding_summary", metadata={"summary": summary_markdown})
 
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
index 3839c80..8b3f123 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/dpapi_blob/dpapi_helpers.py
@@ -13,6 +13,7 @@ class ParsedDpapiBlob(BaseModel):
     dpapi_data_b64: str | None = None
     dpapi_blob_raw: bytes | None = None
     success: bool = False  # true/false if parsing was successful or not
+    blob_offset: int = 0  # offset in the file where the blob was found
 
 
 async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
@@ -33,11 +34,17 @@ async def parse_dpapi_blob(blob_bytes: bytes) -> ParsedDpapiBlob:
 
 
 async def carve_dpapi_blobs_from_bytes(
-    raw_bytes: bytes, file_name: str = "", object_id: str = ""
+    raw_bytes: bytes, file_name: str = "", object_id: str = "", base_offset: int = 0
 ) -> list[ParsedDpapiBlob]:
     """
     Helper that _just_ carves raw DPAPI blobs from bytes,
     returning a list of dicts {dpapi_master_key_guid, dpapi_data_b64}
+
+    Args:
+        raw_bytes: The bytes to search for DPAPI blobs
+        file_name: Optional file name for logging
+        object_id: Optional object ID for logging
+        base_offset: The base offset in the original file (for chunked reading)
     """
     dpapi_blobs = []
     seen_blobs = set()  # Track unique blobs by their base64 data
@@ -65,6 +72,7 @@ async def carve_dpapi_blobs_from_bytes(
                     logger.warning("carve_dpapi_blobs_from_bytes: blob.rawData is None")
                 current_pos += 1
             elif blob.dpapi_data_b64:
+                blob.blob_offset = base_offset + current_pos
                 current_pos += len(base64.b64decode(blob.dpapi_data_b64))
                 if blob.dpapi_data_b64 not in seen_blobs:
                     seen_blobs.add(blob.dpapi_data_b64)
@@ -91,6 +99,7 @@ async def carve_dpapi_blobs_from_bytes(
                 try:
                     dpapi_blob_raw = base64.b64decode(raw_bytes[loc:end_loc])
                     blob = await parse_dpapi_blob(dpapi_blob_raw)
+                    blob.blob_offset = base_offset + loc
                     current_pos += end_loc - loc
                     if not blob.success:
                         logger.warning(
@@ -121,11 +130,13 @@ async def carve_dpapi_blobs_from_file(file_name: str, object_id: str = "", max_b
 
     dpapi_blobs = []
     chunk_size = 512000
+    current_offset = 0
 
     with open(file_name, "rb") as f:
         # chunking to handle large files
         while chunk := f.read(chunk_size):
-            blobs = await carve_dpapi_blobs_from_bytes(chunk, file_name, object_id)
+            blobs = await carve_dpapi_blobs_from_bytes(chunk, file_name, object_id, base_offset=current_offset)
             dpapi_blobs += [blob.model_dump() for blob in blobs[:max_blobs]]
+            current_offset += len(chunk)
 
     return dpapi_blobs

From e2cc6508e3311d746c73148af20a3d89825ca849 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 10:20:47 -0700
Subject: [PATCH 241/279] update workflow.py to use asyncpg

---
 .../file_enrichment/workflow.py               | 436 +++++++++---------
 1 file changed, 223 insertions(+), 213 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index ca9b921..d938fb9 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -5,11 +5,12 @@ import json
 import os
 import pathlib
 import posixpath
+from datetime import datetime
 
+import asyncpg
 import common.helpers as helpers
 import dapr.ext.workflow as wf
 import magic
-import psycopg
 from common.db import get_postgres_connection_str
 from common.helpers import create_text_reader, get_file_extension, is_container
 from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, get_logger
@@ -53,6 +54,13 @@ asyncio_loop: asyncio.AbstractEventLoop = None
 ##########################################
 
 
+def parse_timestamp(ts):
+    """Parse a timestamp string or return the datetime object as-is."""
+    if isinstance(ts, str):
+        return datetime.fromisoformat(ts.replace('Z', '+00:00'))
+    return ts
+
+
 def build_dependency_graph(modules):
     """Build a dependency grap for enrichment modules and check for circular dependencies"""
     graph = {name: set() for name in modules.keys()}
@@ -100,46 +108,46 @@ def topological_sort(graph):
 ##########################################
 
 
-def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chunk_bytes: int = 800000):
+async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chunk_bytes: int = 800000):
     """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
     logger.debug(f"indexing plaintext for {object_id}")
 
-    with psycopg.connect(postgres_connection_string) as conn:
-        with conn.cursor() as cur:
-            cur.execute("DELETE FROM plaintext_content WHERE object_id = %s", (object_id,))
+    conn = await asyncpg.connect(postgres_connection_string)
+    try:
+        await conn.execute("DELETE FROM plaintext_content WHERE object_id = $1", object_id)
 
-            chunk_number = 0
-            insert_query = """
-            INSERT INTO plaintext_content (object_id, chunk_number, content)
-            VALUES (%s, %s, %s);
-            """
+        chunk_number = 0
+        insert_query = """
+        INSERT INTO plaintext_content (object_id, chunk_number, content)
+        VALUES ($1, $2, $3);
+        """
 
-            # Read file content
-            file_content = file_obj.read()
+        # Read file content
+        file_content = file_obj.read()
 
-            # Process in chunks, ensuring we don't exceed byte limits
-            i = 0
-            while i < len(file_content):
-                # Take a chunk that's guaranteed to be under the byte limit
-                chunk_end = min(i + max_chunk_bytes // 4, len(file_content))  # Div by 4 for worst-case UTF-8
-                chunk_content = file_content[i:chunk_end]
+        # Process in chunks, ensuring we don't exceed byte limits
+        i = 0
+        while i < len(file_content):
+            # Take a chunk that's guaranteed to be under the byte limit
+            chunk_end = min(i + max_chunk_bytes // 4, len(file_content))  # Div by 4 for worst-case UTF-8
+            chunk_content = file_content[i:chunk_end]
 
-                # If chunk is still too big in bytes, trim it down
-                while len(chunk_content.encode("utf-8")) > max_chunk_bytes and chunk_content:
-                    chunk_content = chunk_content[:-100]  # Remove 100 chars at a time
+            # If chunk is still too big in bytes, trim it down
+            while len(chunk_content.encode("utf-8")) > max_chunk_bytes and chunk_content:
+                chunk_content = chunk_content[:-100]  # Remove 100 chars at a time
 
-                if chunk_content:  # Only insert non-empty chunks
-                    actual_bytes = len(chunk_content.encode("utf-8"))
-                    logger.debug(f"Inserting chunk {chunk_number} with {actual_bytes} bytes")
-                    cur.execute(insert_query, (object_id, chunk_number, chunk_content))
-                    chunk_number += 1
+            if chunk_content:  # Only insert non-empty chunks
+                actual_bytes = len(chunk_content.encode("utf-8"))
+                logger.debug(f"Inserting chunk {chunk_number} with {actual_bytes} bytes")
+                await conn.execute(insert_query, object_id, chunk_number, chunk_content)
+                chunk_number += 1
 
-                # Move to next chunk
-                i = chunk_end
-
-            conn.commit()
+            # Move to next chunk
+            i = chunk_end
 
         logger.debug("Indexed chunked content", object_id=object_id, num_chunks=chunk_number)
+    finally:
+        await conn.close()
 
 
 # endregion
@@ -186,76 +194,73 @@ async def get_basic_analysis(ctx, activity_input):
         }
 
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
-                with conn.cursor() as cur:
-                    # Convert field names to match database schema
-                    insert_query = """
-                        INSERT INTO files_enriched (
-                            object_id, agent_id, source, project, timestamp, expiration, path,
-                            file_name, extension, size, magic_type, mime_type,
-                            is_plaintext, is_container, originating_object_id, originating_container_id,
-                            nesting_level, file_creation_time, file_access_time,
-                            file_modification_time, security_info, hashes
-                        ) VALUES (
-                            %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s,
-                            %s, %s, %s, %s, %s, %s
-                        )
-                        ON CONFLICT (object_id) DO UPDATE SET
-                            agent_id = EXCLUDED.agent_id,
-                            source = EXCLUDED.source,
-                            project = EXCLUDED.project,
-                            timestamp = EXCLUDED.timestamp,
-                            expiration = EXCLUDED.expiration,
-                            path = EXCLUDED.path,
-                            file_name = EXCLUDED.file_name,
-                            extension = EXCLUDED.extension,
-                            size = EXCLUDED.size,
-                            magic_type = EXCLUDED.magic_type,
-                            mime_type = EXCLUDED.mime_type,
-                            is_plaintext = EXCLUDED.is_plaintext,
-                            is_container = EXCLUDED.is_container,
-                            originating_object_id = EXCLUDED.originating_object_id,
-                            originating_container_id = EXCLUDED.originating_container_id,
-                            nesting_level = EXCLUDED.nesting_level,
-                            file_creation_time = EXCLUDED.file_creation_time,
-                            file_access_time = EXCLUDED.file_access_time,
-                            file_modification_time = EXCLUDED.file_modification_time,
-                            security_info = EXCLUDED.security_info,
-                            hashes = EXCLUDED.hashes,
-                            updated_at = CURRENT_TIMESTAMP
-                    """
-
-                    cur.execute(
-                        insert_query,
-                        (
-                            file_enriched["object_id"],
-                            file_enriched.get("agent_id"),
-                            file_enriched.get("source"),
-                            file_enriched.get("project"),
-                            file_enriched.get("timestamp"),
-                            file_enriched.get("expiration"),
-                            file_enriched.get("path"),
-                            file_enriched.get("file_name"),
-                            file_enriched.get("extension"),
-                            file_enriched.get("size"),
-                            file_enriched.get("magic_type"),
-                            file_enriched.get("mime_type"),
-                            file_enriched.get("is_plaintext"),
-                            file_enriched.get("is_container"),
-                            file_enriched.get("originating_object_id"),
-                            file_enriched.get("originating_container_id"),
-                            file_enriched.get("nesting_level"),
-                            file_enriched.get("file_creation_time"),
-                            file_enriched.get("file_access_time"),
-                            file_enriched.get("file_modification_time"),
-                            json.dumps(file_enriched.get("security_info"))
-                            if file_enriched.get("security_info")
-                            else None,
-                            json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
-                        ),
+            conn = await asyncpg.connect(postgres_connection_string)
+            try:
+                # Convert field names to match database schema
+                insert_query = """
+                    INSERT INTO files_enriched (
+                        object_id, agent_id, source, project, timestamp, expiration, path,
+                        file_name, extension, size, magic_type, mime_type,
+                        is_plaintext, is_container, originating_object_id, originating_container_id,
+                        nesting_level, file_creation_time, file_access_time,
+                        file_modification_time, security_info, hashes
+                    ) VALUES (
+                        $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16,
+                        $17, $18, $19, $20, $21, $22
                     )
-                    conn.commit()
-                    logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
+                    ON CONFLICT (object_id) DO UPDATE SET
+                        agent_id = EXCLUDED.agent_id,
+                        source = EXCLUDED.source,
+                        project = EXCLUDED.project,
+                        timestamp = EXCLUDED.timestamp,
+                        expiration = EXCLUDED.expiration,
+                        path = EXCLUDED.path,
+                        file_name = EXCLUDED.file_name,
+                        extension = EXCLUDED.extension,
+                        size = EXCLUDED.size,
+                        magic_type = EXCLUDED.magic_type,
+                        mime_type = EXCLUDED.mime_type,
+                        is_plaintext = EXCLUDED.is_plaintext,
+                        is_container = EXCLUDED.is_container,
+                        originating_object_id = EXCLUDED.originating_object_id,
+                        originating_container_id = EXCLUDED.originating_container_id,
+                        nesting_level = EXCLUDED.nesting_level,
+                        file_creation_time = EXCLUDED.file_creation_time,
+                        file_access_time = EXCLUDED.file_access_time,
+                        file_modification_time = EXCLUDED.file_modification_time,
+                        security_info = EXCLUDED.security_info,
+                        hashes = EXCLUDED.hashes,
+                        updated_at = CURRENT_TIMESTAMP
+                """
+
+                await conn.execute(
+                    insert_query,
+                    file_enriched["object_id"],
+                    file_enriched.get("agent_id"),
+                    file_enriched.get("source"),
+                    file_enriched.get("project"),
+                    parse_timestamp(file_enriched.get("timestamp")),
+                    parse_timestamp(file_enriched.get("expiration")),
+                    file_enriched.get("path"),
+                    file_enriched.get("file_name"),
+                    file_enriched.get("extension"),
+                    file_enriched.get("size"),
+                    file_enriched.get("magic_type"),
+                    file_enriched.get("mime_type"),
+                    file_enriched.get("is_plaintext"),
+                    file_enriched.get("is_container"),
+                    file_enriched.get("originating_object_id"),
+                    file_enriched.get("originating_container_id"),
+                    file_enriched.get("nesting_level"),
+                    parse_timestamp(file_enriched.get("file_creation_time")),
+                    parse_timestamp(file_enriched.get("file_access_time")),
+                    parse_timestamp(file_enriched.get("file_modification_time")),
+                    json.dumps(file_enriched.get("security_info")) if file_enriched.get("security_info") else None,
+                    json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
+                )
+                logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
+            finally:
+                await conn.close()
         except Exception as e:
             logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
             raise
@@ -424,56 +429,60 @@ async def publish_findings_alerts(ctx, activity_input):
     file_enriched = await get_file_enriched_async(object_id)
 
     # Fetch findings from the database for this object_id
-    with psycopg.connect(postgres_connection_string) as conn:
-        with conn.cursor() as cur:
-            cur.execute(
-                """
-                SELECT finding_name, category, severity, origin_name, raw_data
-                FROM findings
-                WHERE object_id = %s
-            """,
-                (object_id,),
-            )
+    conn = await asyncpg.connect(postgres_connection_string)
+    try:
+        findings = await conn.fetch(
+            """
+            SELECT finding_name, category, severity, origin_name, raw_data
+            FROM findings
+            WHERE object_id = $1
+        """,
+            object_id,
+        )
 
-            findings = cur.fetchall()
+        if findings:
+            with DaprClient() as client:
+                if file_enriched.path:
+                    file_path = helpers.sanitize_file_path(file_enriched.path)
+                else:
+                    file_path = "UNKNOWN"
 
-            if findings:
-                with DaprClient() as client:
-                    if file_enriched.path:
-                        file_path = helpers.sanitize_file_path(file_enriched.path)
-                    else:
-                        file_path = "UNKNOWN"
+                for finding in findings:
+                    finding_name = finding["finding_name"]
+                    category = finding["category"]
+                    severity = finding["severity"]
+                    origin_name = finding["origin_name"]
+                    raw_data = finding["raw_data"]
 
-                    for finding in findings:
-                        finding_name, category, severity, origin_name, raw_data = finding
+                    finding_message = f"- *Category:* {category} / *Severity:* {severity}\n"
+                    file_message = f"- *File Path:* {file_path}\n"
+                    nemesis_finding_url = f"{nemesis_url}findings?object_id={file_enriched.object_id}"
+                    nemesis_file_url = f"{nemesis_url}files?object_id={file_enriched.object_id}"
+                    nemesis_footer_finding = f"*<{nemesis_finding_url}|View Finding in Nemesis>* / "
+                    nemesis_footer_file = f"*<{nemesis_file_url}|View File in Nemesis>*\n"
+                    separator = "⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯"
 
-                        finding_message = f"- *Category:* {category} / *Severity:* {severity}\n"
-                        file_message = f"- *File Path:* {file_path}\n"
-                        nemesis_finding_url = f"{nemesis_url}findings?object_id={file_enriched.object_id}"
-                        nemesis_file_url = f"{nemesis_url}files?object_id={file_enriched.object_id}"
-                        nemesis_footer_finding = f"*<{nemesis_finding_url}|View Finding in Nemesis>* / "
-                        nemesis_footer_file = f"*<{nemesis_file_url}|View File in Nemesis>*\n"
-                        separator = "⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯"
+                    rule_message = ""
+                    try:
+                        if finding_name == "noseyparker_match" and raw_data:
+                            if "match" in raw_data and "rule_name" in raw_data["match"]:
+                                rule_name = raw_data["match"]["rule_name"]
+                                rule_message = f"- *Rule name:* {rule_name}\n"
+                    except (json.JSONDecodeError, KeyError) as e:
+                        logger.warning("Error processing raw_data for noseyparker_match", error=str(e))
 
-                        rule_message = ""
-                        try:
-                            if finding_name == "noseyparker_match" and raw_data:
-                                if "match" in raw_data and "rule_name" in raw_data["match"]:
-                                    rule_name = raw_data["match"]["rule_name"]
-                                    rule_message = f"- *Rule name:* {rule_name}\n"
-                        except (json.JSONDecodeError, KeyError) as e:
-                            logger.warning("Error processing raw_data for noseyparker_match", error=str(e))
+                    body = f"{finding_message}{rule_message}{file_message}{nemesis_footer_finding}{nemesis_footer_file}{separator}"
 
-                        body = f"{finding_message}{rule_message}{file_message}{nemesis_footer_finding}{nemesis_footer_file}{separator}"
-
-                        alert = Alert(title=finding_name, body=body, service=origin_name)
-                        client.publish_event(
-                            pubsub_name="pubsub",
-                            topic_name="alert",
-                            data=json.dumps(alert.model_dump(exclude_unset=True)),
-                            data_content_type="application/json",
-                        )
-                        logger.debug("Published alert", alert=alert)
+                    alert = Alert(title=finding_name, body=body, service=origin_name)
+                    client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="alert",
+                        data=json.dumps(alert.model_dump(exclude_unset=True)),
+                        data_content_type="application/json",
+                    )
+                    logger.debug("Published alert", alert=alert)
+    finally:
+        await conn.close()
 
 
 @workflow_activity
@@ -490,7 +499,7 @@ async def handle_file_if_plaintext(ctx, activity_input):
         with storage.download(object_id) as tmp_file:
             with open(tmp_file.name, "rb") as binary_file:
                 with create_text_reader(binary_file) as text_file:
-                    index_plaintext_content(f"{object_id}", text_file)
+                    await index_plaintext_content(f"{object_id}", text_file)
 
     nosey_parker_input = NoseyParkerInput(object_id=object_id)
     with DaprClient() as client:
@@ -637,67 +646,66 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                             )
 
                         # Store enrichment result directly in database (same as before)
-                        with psycopg.connect(postgres_connection_string) as conn:
-                            with conn.cursor() as cur:
-                                # Store enrichment
-                                results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-                                cur.execute(
-                                    """
-                                    INSERT INTO enrichments (object_id, module_name, result_data)
-                                    VALUES (%s, %s, %s)
-                                """,
-                                    (object_id, module_name, results_escaped),
-                                )
+                        conn = await asyncpg.connect(postgres_connection_string)
+                        try:
+                            # Store enrichment
+                            results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+                            await conn.execute(
+                                """
+                                INSERT INTO enrichments (object_id, module_name, result_data)
+                                VALUES ($1, $2, $3)
+                            """,
+                                object_id,
+                                module_name,
+                                results_escaped,
+                            )
 
-                                # Store any transforms
-                                if result.transforms:
-                                    for transform in result.transforms:
-                                        cur.execute(
-                                            """
-                                            INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                            VALUES (%s, %s, %s, %s)
-                                        """,
-                                            (
-                                                object_id,
-                                                transform.type,
-                                                transform.object_id,
-                                                json.dumps(transform.metadata) if transform.metadata else None,
-                                            ),
-                                        )
-
-                                # Store any findings
-                                if result.findings:
-                                    for finding in result.findings:
-                                        cur.execute(
-                                            """
-                                            INSERT INTO findings (
-                                                finding_name, category, severity, object_id,
-                                                origin_type, origin_name, raw_data, data
-                                            ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                                        """,
-                                            (
-                                                finding.finding_name,
-                                                finding.category,
-                                                finding.severity,
-                                                object_id,
-                                                finding.origin_type,
-                                                finding.origin_name,
-                                                json.dumps(finding.raw_data),
-                                                json.dumps([obj.model_dump_json() for obj in finding.data]),
-                                            ),
-                                        )
-
-                                # Update workflow in database with successful module
-                                cur.execute(
-                                    """
-                                    UPDATE workflows
-                                    SET enrichments_success = array_append(enrichments_success, %s)
-                                    WHERE object_id = %s
+                            # Store any transforms
+                            if result.transforms:
+                                for transform in result.transforms:
+                                    await conn.execute(
+                                        """
+                                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                                        VALUES ($1, $2, $3, $4)
                                     """,
-                                    (module_name, object_id),
-                                )
+                                        object_id,
+                                        transform.type,
+                                        transform.object_id,
+                                        json.dumps(transform.metadata) if transform.metadata else None,
+                                    )
 
-                            conn.commit()
+                            # Store any findings
+                            if result.findings:
+                                for finding in result.findings:
+                                    await conn.execute(
+                                        """
+                                        INSERT INTO findings (
+                                            finding_name, category, severity, object_id,
+                                            origin_type, origin_name, raw_data, data
+                                        ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                                    """,
+                                        finding.finding_name,
+                                        finding.category,
+                                        finding.severity,
+                                        object_id,
+                                        finding.origin_type,
+                                        finding.origin_name,
+                                        json.dumps(finding.raw_data),
+                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
+                                    )
+
+                            # Update workflow in database with successful module
+                            await conn.execute(
+                                """
+                                UPDATE workflows
+                                SET enrichments_success = array_append(enrichments_success, $1)
+                                WHERE object_id = $2
+                                """,
+                                module_name,
+                                object_id,
+                            )
+                        finally:
+                            await conn.close()
 
                         results.append((module_name, {"status": "success", "module": module_name}))
                         logger.debug("Module completed successfully", module_name=module_name)
@@ -712,17 +720,19 @@ async def run_enrichment_modules(ctx, activity_input: dict):
 
                     # Update workflow in database with failed module
                     try:
-                        with psycopg.connect(postgres_connection_string) as conn:
-                            with conn.cursor() as cur:
-                                cur.execute(
-                                    """
-                                    UPDATE workflows
-                                    SET enrichments_failure = array_append(enrichments_failure, %s)
-                                    WHERE object_id = %s
-                                    """,
-                                    (f"{module_name}:{str(e)[:100]}", object_id),
-                                )
-                                conn.commit()
+                        conn = await asyncpg.connect(postgres_connection_string)
+                        try:
+                            await conn.execute(
+                                """
+                                UPDATE workflows
+                                SET enrichments_failure = array_append(enrichments_failure, $1)
+                                WHERE object_id = $2
+                                """,
+                                f"{module_name}:{str(e)[:100]}",
+                                object_id,
+                            )
+                        finally:
+                            await conn.close()
                     except Exception as db_error:
                         logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
 

From 65afd1267205f455ca4a98091b0b775be502ad32 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 10:34:32 -0700
Subject: [PATCH 242/279] use pg conn pool

---
 .../file_enrichment/controller.py             | 18 ++++-----
 .../file_enrichment/workflow.py               | 37 +++++++------------
 2 files changed, 22 insertions(+), 33 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 6c75525..fa0abe3 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -74,8 +74,16 @@ async def lifespan(app: FastAPI):
     await dpapi_manager.__aenter__()
     app.state.dpapi_manager = dpapi_manager
 
+    # Create asyncpg connection pool for WorkflowManager and workflow activities
+    asyncpg_pool = await asyncpg.create_pool(
+        postgres_connection_string,
+        min_size=5,
+        max_size=15,
+    )
+    logger.info("AsyncPG pool created", pid=os.getpid())
+
     # Initialize workflow runtime and modules
-    module_execution_order = await initialize_workflow_runtime(dpapi_manager)
+    module_execution_order = await initialize_workflow_runtime(dpapi_manager, asyncpg_pool)
 
     # Wait a bit for runtime to initialize
     await asyncio.sleep(5)
@@ -84,14 +92,6 @@ async def lifespan(app: FastAPI):
     if client is None:
         raise ValueError("Workflow client not available after initialization")
 
-    # Create asyncpg connection pool for WorkflowManager
-    asyncpg_pool = await asyncpg.create_pool(
-        postgres_connection_string,
-        min_size=5,
-        max_size=15,
-    )
-    logger.info("AsyncPG pool created for WorkflowManager", pid=os.getpid())
-
     try:
         # Use async context manager for WorkflowManager
         async with WorkflowManager(pool=asyncpg_pool, max_execution_time=max_workflow_execution_time) as wf_manager:
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index d938fb9..b2a09b6 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -40,6 +40,7 @@ nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_ur
 
 
 postgres_connection_string = get_postgres_connection_str()
+postgres_pool: asyncpg.Pool = None  # Connection pool for database operations
 
 if not postgres_connection_string.startswith("postgresql://"):
     raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgresql://' to be used with the DpapiManager")
@@ -57,7 +58,7 @@ asyncio_loop: asyncio.AbstractEventLoop = None
 def parse_timestamp(ts):
     """Parse a timestamp string or return the datetime object as-is."""
     if isinstance(ts, str):
-        return datetime.fromisoformat(ts.replace('Z', '+00:00'))
+        return datetime.fromisoformat(ts.replace("Z", "+00:00"))
     return ts
 
 
@@ -112,8 +113,7 @@ async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, ma
     """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
     logger.debug(f"indexing plaintext for {object_id}")
 
-    conn = await asyncpg.connect(postgres_connection_string)
-    try:
+    async with postgres_pool.acquire() as conn:
         await conn.execute("DELETE FROM plaintext_content WHERE object_id = $1", object_id)
 
         chunk_number = 0
@@ -146,8 +146,6 @@ async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, ma
             i = chunk_end
 
         logger.debug("Indexed chunked content", object_id=object_id, num_chunks=chunk_number)
-    finally:
-        await conn.close()
 
 
 # endregion
@@ -194,8 +192,7 @@ async def get_basic_analysis(ctx, activity_input):
         }
 
         try:
-            conn = await asyncpg.connect(postgres_connection_string)
-            try:
+            async with postgres_pool.acquire() as conn:
                 # Convert field names to match database schema
                 insert_query = """
                     INSERT INTO files_enriched (
@@ -259,8 +256,6 @@ async def get_basic_analysis(ctx, activity_input):
                     json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
                 )
                 logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
-            finally:
-                await conn.close()
         except Exception as e:
             logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
             raise
@@ -429,8 +424,7 @@ async def publish_findings_alerts(ctx, activity_input):
     file_enriched = await get_file_enriched_async(object_id)
 
     # Fetch findings from the database for this object_id
-    conn = await asyncpg.connect(postgres_connection_string)
-    try:
+    async with postgres_pool.acquire() as conn:
         findings = await conn.fetch(
             """
             SELECT finding_name, category, severity, origin_name, raw_data
@@ -481,8 +475,6 @@ async def publish_findings_alerts(ctx, activity_input):
                         data_content_type="application/json",
                     )
                     logger.debug("Published alert", alert=alert)
-    finally:
-        await conn.close()
 
 
 @workflow_activity
@@ -646,8 +638,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                             )
 
                         # Store enrichment result directly in database (same as before)
-                        conn = await asyncpg.connect(postgres_connection_string)
-                        try:
+                        async with postgres_pool.acquire() as conn:
                             # Store enrichment
                             results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
                             await conn.execute(
@@ -704,8 +695,6 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                                 module_name,
                                 object_id,
                             )
-                        finally:
-                            await conn.close()
 
                         results.append((module_name, {"status": "success", "module": module_name}))
                         logger.debug("Module completed successfully", module_name=module_name)
@@ -720,8 +709,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
 
                     # Update workflow in database with failed module
                     try:
-                        conn = await asyncpg.connect(postgres_connection_string)
-                        try:
+                        async with postgres_pool.acquire() as conn:
                             await conn.execute(
                                 """
                                 UPDATE workflows
@@ -731,8 +719,6 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                                 f"{module_name}:{str(e)[:100]}",
                                 object_id,
                             )
-                        finally:
-                            await conn.close()
                     except Exception as db_error:
                         logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
 
@@ -752,7 +738,7 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Main workflow that orchestrates all enrichment activities."""
 
     if not ctx.is_replaying:
-        logger.warning("Starting main enrichment workflow", workflow_input=workflow_input)
+        logger.debug("Starting main enrichment workflow", workflow_input=workflow_input)
 
     start_time = ctx.current_utc_datetime
 
@@ -913,9 +899,12 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 ##########################################
 
 
-async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
+async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg.Pool = None):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global wf_runtime, workflow_client, asyncio_loop
+    global wf_runtime, workflow_client, asyncio_loop, postgres_pool
+
+    # Store the connection pool for use in workflow activities
+    postgres_pool = pool
 
     # Load enrichment modules
     module_loader = ModuleLoader()

From a56eb844ddf8c5c7317520112b33be8f10dc84a7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 10:41:20 -0700
Subject: [PATCH 243/279] fix View Raw triggering download

---
 projects/web_api/web_api/main.py | 9 +++++----
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 1e33be1..d84eca2 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -329,15 +329,16 @@ async def download_file(
 
         headers = {"Content-Type": "text/plain" if raw else "application/octet-stream"}
 
-        if name:
+        if raw:
+            # For raw view, display inline in browser instead of downloading
+            headers["Content-Disposition"] = "inline"
+            headers["X-Content-Type-Options"] = "nosniff"
+        elif name:
             filename = urllib.parse.quote(name)
             headers["Content-Disposition"] = f'attachment; filename="{filename}"'
         else:
             headers["Content-Disposition"] = f'attachment; filename="{object_id}"'
 
-        if raw:
-            headers["X-Content-Type-Options"] = "nosniff"
-
         return StreamingResponse(
             storage.download_stream(object_id), headers=headers, media_type=headers["Content-Type"]
         )

From eba3e6fdd98f9fe4e0b01960006253484b47ce93 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 16:18:24 -0700
Subject: [PATCH 244/279] fix spacing

---
 .../src/components/Findings/FindingsFilters.jsx      | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/projects/frontend/src/components/Findings/FindingsFilters.jsx b/projects/frontend/src/components/Findings/FindingsFilters.jsx
index eecc9d1..7c1f01f 100644
--- a/projects/frontend/src/components/Findings/FindingsFilters.jsx
+++ b/projects/frontend/src/components/Findings/FindingsFilters.jsx
@@ -368,7 +368,7 @@ const FindingsFilters = ({
 
     return (
         <div className="p-2 border-b dark:border-gray-700 overflow-x-auto">
-            <div className="flex items-center space-x-4 min-w-max">
+            <div className="flex items-center flex-wrap gap-4">
                 <div className="flex items-center space-x-2">
                     <ThumbsUp className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <select
@@ -390,7 +390,7 @@ const FindingsFilters = ({
                     <Filter className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <button
                         ref={categoryButtonRef}
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-52"
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-34"
                         onClick={handleCategoryDropdownToggle}
                     >
                         <span className="truncate flex-1 text-left">{getCategoryButtonText()}</span>
@@ -436,7 +436,7 @@ const FindingsFilters = ({
                     <AlertTriangle className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <button
                         ref={severityButtonRef}
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-44"
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 flex items-center space-x-2 hover:bg-gray-50 dark:hover:bg-gray-600 transition-colors w-34"
                         onClick={handleSeverityDropdownToggle}
                     >
                         <span className="truncate flex-1 text-left">{getSeverityButtonText()}</span>
@@ -489,7 +489,7 @@ const FindingsFilters = ({
                 <div className="flex items-center space-x-2">
                     <Bot className="w-5 h-5 text-gray-500 dark:text-gray-400 flex-shrink-0" />
                     <select
-                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2"
+                        className="border dark:border-gray-700 dark:bg-dark-secondary dark:text-gray-300 rounded p-2 w-44"
                         value={triageSourceFilter}
                         onChange={handleTriageSourceChange}
                     >
@@ -502,7 +502,7 @@ const FindingsFilters = ({
                 <button
                     onClick={handleClearFilters}
                     disabled={!hasActiveFilters}
-                    className={`ml-4 px-4 py-2 rounded ${hasActiveFilters
+                    className={`px-2 py-2 rounded ${hasActiveFilters
                         ? 'bg-blue-600 text-white hover:bg-blue-700 dark:bg-blue-500 dark:hover:bg-blue-600'
                         : 'bg-gray-100 text-gray-400 cursor-not-allowed dark:bg-gray-700 dark:text-gray-500'
                         } transition-colors duration-200`}
@@ -510,7 +510,7 @@ const FindingsFilters = ({
                     Clear Filters
                 </button>
 
-                <span className="text-sm text-gray-600 dark:text-gray-400">
+                <span className="text-sm text-gray-600 dark:text-gray-400 whitespace-nowrap">
                     {filteredFindings.length.toLocaleString()} finding{filteredFindings.length !== 1 ? 's' : ''} found
                 </span>
             </div>

From b0799541c35f89f7c3f855ebab5eb4d85da65252 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 16:26:21 -0700
Subject: [PATCH 245/279] DpapiManager: use pg conn pool

---
 docs/performance.md                           |  5 +++++
 libs/nemesis_dpapi/nemesis_dpapi/manager.py   | 20 +++++++----------
 .../file_enrichment/controller.py             | 22 +++++++++----------
 3 files changed, 24 insertions(+), 23 deletions(-)

diff --git a/docs/performance.md b/docs/performance.md
index ce12fe9..69ed20f 100644
--- a/docs/performance.md
+++ b/docs/performance.md
@@ -10,3 +10,8 @@ If workflows begin to fail, or you are experiencing major performance issues (as
 For production (non-dev) deployments, multiple UVICORN_WORKERS are used for the `file-enrichment` service. The default value is 2 and is defined in the `file-enrichment` section in [compose.yaml](https://github.com/SpecterOps/Nemesis/blob/71406afc12f855140ea68aae337076f9b8dc292f/compose.yaml#L217). This value can be set to 1 for troubleshooting, or increased to 4+ for potential performance gains. You can modify this value by defining the `export UVICORN_WORKERS=4` environment variable before launching Nemesis.
 
 
+# Useful Prometheus Metrics
+Minio
+```
+minio_cluster_usage_objects_count{}
+```
\ No newline at end of file
diff --git a/libs/nemesis_dpapi/nemesis_dpapi/manager.py b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
index 5bc378e..c23cb86 100644
--- a/libs/nemesis_dpapi/nemesis_dpapi/manager.py
+++ b/libs/nemesis_dpapi/nemesis_dpapi/manager.py
@@ -46,15 +46,15 @@ class DpapiManager(DpapiManagerProtocol):
 
     def __init__(
         self,
-        storage_backend: str = "memory",
+        storage_backend: str | asyncpg.Pool = "memory",
         auto_decrypt: bool = True,
         publisher: DaprDpapiEventPublisher | None = None,
     ) -> None:
         """Initialize DPAPI manager with specified storage backend.
 
         Args:
-            storage_backend: Either "memory" for in-memory storage or a PostgreSQL
-                           connection string for database storage.
+            storage_backend: Either "memory" for in-memory storage or an asyncpg.Pool object
+                           for PostgreSQL database storage.
             auto_decrypt: Enable automatic masterkey decryption as new domain backup keys are added.
         """
         super().__init__()
@@ -82,18 +82,15 @@ class DpapiManager(DpapiManagerProtocol):
             self._masterkey_repo = InMemoryMasterKeyRepository()
             self._backup_key_repo = InMemoryDomainBackupKeyRepository()
             self._dpapi_system_cred_repo = InMemoryDpapiSystemCredentialRepository()
-        elif self._storage_backend.startswith("postgresql://"):
-            # Initialize PostgreSQL connection pool
-            pool = await asyncpg.create_pool(self._storage_backend)
-            if pool is None:
-                raise ValueError("Failed to create PostgreSQL connection pool")
-            self._pg_pool = pool
+        elif isinstance(self._storage_backend, asyncpg.Pool):
+            # Use provided PostgreSQL connection pool
+            self._pg_pool = self._storage_backend
 
             self._masterkey_repo = PostgresMasterKeyRepository(self._pg_pool)
             self._backup_key_repo = PostgresDomainBackupKeyRepository(self._pg_pool)
             self._dpapi_system_cred_repo = PostgresDpapiSystemCredentialRepository(self._pg_pool)
         else:
-            raise ValueError(f"Unsupported storage backend: {self._storage_backend}")
+            raise ValueError(f"Unsupported storage backend: {self._storage_backend}. Must be 'memory' or asyncpg.Pool")
 
         # Set up auto-decryption observer after storage is initialized
         if self._auto_decrypt and self._auto_decrypt_observer is None:
@@ -109,8 +106,7 @@ class DpapiManager(DpapiManagerProtocol):
 
     async def __aexit__(self, exc_type, exc_val, exc_tb) -> None:
         """Async context manager exit."""
-        if self._pg_pool:
-            await self._pg_pool.close()
+        pass
 
     async def subscribe(self, observer: DpapiObserver) -> None:
         """Subscribe an observer to DPAPI events.
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index fa0abe3..25e65dc 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -16,6 +16,7 @@ from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 from psycopg_pool import ConnectionPool
 
+from .debug_utils import setup_debug_signals
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
 from .routes.enrichments import router as enrichments_router
 from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
@@ -24,7 +25,6 @@ from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
 from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
-from .debug_utils import setup_debug_signals
 
 logger = get_logger(__name__)
 
@@ -62,19 +62,10 @@ async def lifespan(app: FastAPI):
     app.state.event_loop = asyncio.get_running_loop()
     set_fastapi_loop(asyncio.get_event_loop())
 
-    # Initialize global DpapiManager for the application lifetime
+    # Create asyncpg connection pool for WorkflowManager and workflow activities
     dapr_client = DaprClient()
     postgres_connection_string = get_postgres_connection_str(dapr_client)
 
-    dpapi_manager = NemesisDpapiManager(
-        storage_backend=postgres_connection_string,
-        auto_decrypt=True,
-        publisher=DaprDpapiEventPublisher(dapr_client, loop=app.state.event_loop),
-    )
-    await dpapi_manager.__aenter__()
-    app.state.dpapi_manager = dpapi_manager
-
-    # Create asyncpg connection pool for WorkflowManager and workflow activities
     asyncpg_pool = await asyncpg.create_pool(
         postgres_connection_string,
         min_size=5,
@@ -82,6 +73,15 @@ async def lifespan(app: FastAPI):
     )
     logger.info("AsyncPG pool created", pid=os.getpid())
 
+    # Initialize global DpapiManager for the application lifetime
+    dpapi_manager = NemesisDpapiManager(
+        storage_backend=asyncpg_pool,
+        auto_decrypt=True,
+        publisher=DaprDpapiEventPublisher(dapr_client, loop=app.state.event_loop),
+    )
+    await dpapi_manager.__aenter__()
+    app.state.dpapi_manager = dpapi_manager
+
     # Initialize workflow runtime and modules
     module_execution_order = await initialize_workflow_runtime(dpapi_manager, asyncpg_pool)
 

From ffecccf83dbd038a10c757a0a07ea3684f031589 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 16:43:49 -0700
Subject: [PATCH 246/279] use asyncpg pools not psychopg

---
 .../file_enrichment_modules/registry_hive/analyzer.py    | 4 ++--
 projects/file_enrichment/file_enrichment/controller.py   | 8 +++-----
 projects/file_enrichment/file_enrichment/dotnet.py       | 9 +++++----
 projects/file_enrichment/file_enrichment/noseyparker.py  | 9 +++++----
 .../file_enrichment/subscriptions/dotnet_handler.py      | 5 +++--
 .../file_enrichment/subscriptions/noseyparker_handler.py | 7 ++++---
 projects/housekeeping/housekeeping/main.py               | 4 +---
 7 files changed, 23 insertions(+), 23 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
index e07ad29..574f587 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/registry_hive/analyzer.py
@@ -332,7 +332,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                 # Try to get secrets as dictionary
                 try:
                     security_dict = security_obj.to_dict()
-                    logger.warning(f"Security dict keys: {list(security_dict.keys()) if security_dict else 'None'}")
+                    logger.debug(f"Security dict keys: {list(security_dict.keys()) if security_dict else 'None'}")
 
                     # Extract LSA secrets - they're in 'cached_secrets', not 'lsa_secrets'!
                     if security_dict and "cached_secrets" in security_dict:
@@ -371,7 +371,7 @@ class RegistryHiveAnalyzer(EnrichmentModule):
                                             }
                                             secret_name = secret_data.get("key_name", f"cached_secret_{i}")
 
-                                            logger.warning(
+                                            logger.debug(
                                                 f"Found DPAPI keys - machine_key: {len(machine_key)} bytes, user_key: {len(user_key)} bytes"
                                             )
 
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 25e65dc..84b7c89 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -34,9 +34,7 @@ max_workflow_execution_time = int(
 
 logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
 
-postgres_connection_string = get_postgres_connection_str()
-
-pool = ConnectionPool(postgres_connection_string, open=True)
+pool = ConnectionPool(get_postgres_connection_str(), open=True)
 
 module_execution_order = []
 workflow_manager: WorkflowManager = None
@@ -257,13 +255,13 @@ async def process_file(event: CloudEvent[File]):
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
 async def process_dotnet_results(event: CloudEvent):
     """Handler for incoming .NET processing results from the dotnet_service."""
-    await process_dotnet_event(event.data, postgres_connection_string)
+    await process_dotnet_event(event.data, pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
 async def process_nosey_parker_results(event: CloudEvent):
     """Handler for incoming Nosey Parker scan results"""
-    await process_noseyparker_event(event.data, postgres_connection_string)
+    await process_noseyparker_event(event.data, pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/dotnet.py
index efd950d..49e3f3b 100644
--- a/projects/file_enrichment/file_enrichment/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/dotnet.py
@@ -18,6 +18,7 @@ from common.models import (
     Transform,
 )
 from dapr.clients import DaprClient
+from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
@@ -79,7 +80,7 @@ async def store_dotnet_results(
     object_id: str,
     decompilation_object_id: str = None,
     analysis: DotNetAssemblyAnalysis = None,
-    postgres_connection_string: str = None,
+    pool: ConnectionPool = None,
     file_enriched=None,
 ):
     """
@@ -89,13 +90,13 @@ async def store_dotnet_results(
         object_id (str): The object ID of the file that was analyzed
         decompilation_object_id (str, optional): Object ID of the decompiled source ZIP
         analysis (DotNetAssemblyAnalysis, optional): Assembly analysis results
-        postgres_connection_string (str, optional): Database connection string
+        pool (ConnectionPool, optional): Database connection pool
         file_enriched: The FileEnriched object for the original file
     """
     try:
         # Update workflow success status
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
+            with pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -203,7 +204,7 @@ async def store_dotnet_results(
         enrichment_result.findings = findings_list
 
         def store_in_db():
-            with psycopg.connect(postgres_connection_string) as conn:
+            with pool.connection() as conn:
                 with conn.cursor() as cur:
                     # Store main enrichment result
                     results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index 4494585..427ee13 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -11,6 +11,7 @@ import psycopg
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, MatchInfo, ScanStats
+from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
@@ -161,7 +162,7 @@ async def store_noseyparker_results(
     object_id: str,
     matches: list[MatchInfo],
     scan_stats: ScanStats,
-    postgres_connection_string: str,
+    pool: ConnectionPool,
 ):
     """
     Store Nosey Parker results in the database, including creating findings.
@@ -170,11 +171,11 @@ async def store_noseyparker_results(
         object_id (str): The object ID of the file that was scanned
         matches (List[MatchInfo]): List of match information from Nosey Parker
         scan_stats (dict, optional): Statistics about the scan
-        postgres_connection_string (str, optional): Database connection string
+        pool (ConnectionPool): Database connection pool
     """
     try:
         try:
-            with psycopg.connect(postgres_connection_string) as conn:
+            with pool.connection() as conn:
                 with conn.cursor() as cur:
                     cur.execute(
                         """
@@ -233,7 +234,7 @@ async def store_noseyparker_results(
         enrichment_result.findings = findings_list
 
         def store_in_db():
-            with psycopg.connect(postgres_connection_string) as conn:
+            with pool.connection() as conn:
                 with conn.cursor() as cur:
                     # Store main enrichment result
                     results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index 10f8df8..e7ebdb1 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -7,11 +7,12 @@ from common.logger import get_logger
 from common.models import DotNetOutput
 from common.state_helpers import get_file_enriched_async
 from file_enrichment.dotnet import store_dotnet_results
+from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
 
-async def process_dotnet_event(raw_data, postgres_connection_string: str):
+async def process_dotnet_event(raw_data, pool: ConnectionPool):
     """Process incoming .NET processing results from the dotnet_service"""
     try:
         logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
@@ -46,7 +47,7 @@ async def process_dotnet_event(raw_data, postgres_connection_string: str):
                 object_id=object_id,
                 decompilation_object_id=decompilation_object_id,
                 analysis=analysis,
-                postgres_connection_string=postgres_connection_string,
+                pool=pool,
                 file_enriched=file_enriched,
             )
 
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
index c5bdb3e..d2a3bcd 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
@@ -6,11 +6,12 @@ import os
 from common.logger import get_logger
 from common.models import NoseyParkerOutput
 from file_enrichment.noseyparker import store_noseyparker_results
+from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
 
-async def process_noseyparker_event(raw_data, postgres_connection_string: str):
+async def process_noseyparker_event(raw_data, pool: ConnectionPool):
     """Process incoming Nosey Parker scan results"""
     try:
         # Extract the raw data
@@ -41,7 +42,7 @@ async def process_noseyparker_event(raw_data, postgres_connection_string: str):
                 object_id=object_id,
                 matches=matches,
                 scan_stats=stats,
-                postgres_connection_string=postgres_connection_string,
+                pool=pool,
             )
 
         except Exception as parsing_error:
@@ -61,7 +62,7 @@ async def process_noseyparker_event(raw_data, postgres_connection_string: str):
                     object_id=f"{object_id}",
                     matches=matches,
                     scan_stats=stats,
-                    postgres_connection_string=postgres_connection_string,
+                    pool=pool,
                 )
 
     except Exception as e:
diff --git a/projects/housekeeping/housekeeping/main.py b/projects/housekeeping/housekeeping/main.py
index 07d54ef..13a5469 100644
--- a/projects/housekeeping/housekeeping/main.py
+++ b/projects/housekeeping/housekeeping/main.py
@@ -21,8 +21,6 @@ storage = StorageMinio()
 background_tasks = set()
 db_pool = None
 
-postgres_connection_string = get_postgres_connection_str()
-
 
 async def get_db_pool():
     """Get the global database connection pool."""
@@ -504,7 +502,7 @@ async def lifespan(app: FastAPI):
 
         # Initialize database connection pool
         db_pool = await asyncpg.create_pool(
-            postgres_connection_string,
+            get_postgres_connection_str(),
             min_size=2,
             max_size=10,
             command_timeout=60,

From cde995ce5588d7a1274fbe700fca0ef59a5e85e7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 16:58:39 -0700
Subject: [PATCH 247/279] fix deprecated pydantic json_encoders, too high of
 log levels

---
 libs/chromium/chromium/local_state.py                    | 4 ++--
 libs/common/common/models.py                             | 9 +++++----
 libs/common/common/models2/api.py                        | 8 ++++----
 .../file_enrichment_modules/cng_file/analyzer.py         | 2 --
 4 files changed, 11 insertions(+), 12 deletions(-)

diff --git a/libs/chromium/chromium/local_state.py b/libs/chromium/chromium/local_state.py
index 5e15c5e..1975a8e 100644
--- a/libs/chromium/chromium/local_state.py
+++ b/libs/chromium/chromium/local_state.py
@@ -797,7 +797,7 @@ async def retry_decrypt_state_keys_for_masterkey(
                     logger.warning("Failed to retry decrypt state key", state_key_id=state_key_id, error=str(e))
                     result["errors"].append(error_msg)
 
-            logger.debug(
+            logger.info(
                 "Completed retroactive state_key decryption for masterkey",
                 masterkey_guid=masterkey_guid,
                 attempted=result["state_keys_attempted"],
@@ -952,7 +952,7 @@ async def retry_decrypt_state_keys_for_chromekey(source: str, chromekey: bytes)
                     )
                     result["errors"].append(error_msg)
 
-            logger.warning(
+            logger.info(
                 "Completed retroactive state_key decryption for chromekey",
                 source=source,
                 attempted=result["state_keys_attempted"],
diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 92fe94d..2d655a3 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -3,7 +3,7 @@ from datetime import datetime
 from enum import Enum
 from typing import TYPE_CHECKING, Any
 
-from pydantic import BaseModel, ConfigDict, Field
+from pydantic import BaseModel, ConfigDict, Field, field_serializer
 
 from .logger import get_logger
 
@@ -205,7 +205,6 @@ class File(BaseModel):
     model_config = ConfigDict(
         exclude_none=True,
         exclude_unset=True,
-        json_encoders={datetime: lambda dt: dt.isoformat()},
     )
 
     object_id: str
@@ -222,6 +221,10 @@ class File(BaseModel):
     access_time: str | None = None
     modification_time: str | None = None
 
+    @field_serializer('timestamp', 'expiration')
+    def serialize_datetime(self, dt: datetime, _info):
+        return dt.isoformat()
+
     @classmethod
     def from_file_metadata(cls, metadata: "FileMetadata", object_id: str) -> "File":
         """
@@ -270,8 +273,6 @@ class FileHashes(BaseModel):
 
 
 class FileEnriched(File):
-    model_config = ConfigDict(json_encoders={datetime: lambda dt: dt.isoformat()})
-
     file_name: str
     extension: str | None = None
     size: int
diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index b9e8902..5520735 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -4,7 +4,7 @@ from datetime import UTC, datetime
 from typing import Annotated, Literal
 from uuid import UUID
 
-from pydantic import BaseModel, BeforeValidator, Field, field_validator
+from pydantic import BaseModel, BeforeValidator, Field, field_validator, field_serializer
 
 logger = logging.getLogger(__name__)
 
@@ -130,9 +130,9 @@ class FileMetadata(BaseModel):
         }
     }
 
-    model_config = {
-        "json_encoders": {datetime: lambda dt: dt.isoformat()},
-    }
+    @field_serializer('timestamp', 'expiration', when_used='unless-none')
+    def serialize_datetime(self, dt: datetime, _info):
+        return dt.isoformat()
 
 
 class ContainerFromMountRequest(BaseModel):
diff --git a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
index 6797096..ca7e918 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/cng_file/analyzer.py
@@ -4,13 +4,11 @@ This module processes Windows CNG (Cryptography Next Generation) key files,
 parsing their structure and attempting to decrypt DPAPI-protected components.
 """
 
-import struct
 from typing import TYPE_CHECKING
 from uuid import UUID
 
 import psycopg
 import yara_x
-
 from chromium.local_state import retry_decrypt_state_keys_for_chromekey
 from common.db import get_postgres_connection_str
 from common.logger import get_logger

From e598535d4e2a526c9efc41d2478b6f5a8bdeff2e Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 17:54:19 -0700
Subject: [PATCH 248/279] more psycopg to asyncpg pools in file enrichment

- Replace psycopg_pool.ConnectionPool with asyncpg.Pool throughout file_enrichment service
- Store asyncpg pool in FastAPI app.state instead of global variable
- Update type hints
- Fix enrichment success tracking query typo in noseyparker
- Improve formatting in dotnet finding summaries (use code formatting for method names)
---
 .../file_enrichment/controller.py             |  14 +-
 .../file_enrichment/file_enrichment/dotnet.py | 152 ++++++++----------
 .../file_enrichment/noseyparker.py            | 117 +++++++-------
 .../file_enrichment/routes/enrichments.py     | 114 ++++++-------
 .../subscriptions/dotnet_handler.py           |   6 +-
 .../subscriptions/file_handler.py             |  91 +++++------
 .../subscriptions/noseyparker_handler.py      |   4 +-
 .../file_enrichment/workflow_recovery.py      | 108 ++++++-------
 8 files changed, 276 insertions(+), 330 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 84b7c89..238057f 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -14,7 +14,6 @@ from file_enrichment.postgres_notifications import postgres_notify_listener
 from file_enrichment.workflow_recovery import recover_interrupted_workflows
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
-from psycopg_pool import ConnectionPool
 
 from .debug_utils import setup_debug_signals
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
@@ -34,8 +33,6 @@ max_workflow_execution_time = int(
 
 logger.info(f"max_workflow_execution_time: {max_workflow_execution_time}", pid=os.getpid())
 
-pool = ConnectionPool(get_postgres_connection_str(), open=True)
-
 module_execution_order = []
 workflow_manager: WorkflowManager = None
 
@@ -60,7 +57,6 @@ async def lifespan(app: FastAPI):
     app.state.event_loop = asyncio.get_running_loop()
     set_fastapi_loop(asyncio.get_event_loop())
 
-    # Create asyncpg connection pool for WorkflowManager and workflow activities
     dapr_client = DaprClient()
     postgres_connection_string = get_postgres_connection_str(dapr_client)
 
@@ -69,7 +65,7 @@ async def lifespan(app: FastAPI):
         min_size=5,
         max_size=15,
     )
-    logger.info("AsyncPG pool created", pid=os.getpid())
+    app.state.asyncpg_pool = asyncpg_pool
 
     # Initialize global DpapiManager for the application lifetime
     dpapi_manager = NemesisDpapiManager(
@@ -107,7 +103,7 @@ async def lifespan(app: FastAPI):
                 logger.info("Started masterkey watcher task", pid=os.getpid())
 
                 # Recover any interrupted workflows before starting normal processing
-                await recover_interrupted_workflows(pool)
+                await recover_interrupted_workflows(asyncpg_pool)
 
                 logger.info(
                     "Workflow runtime initialized successfully",
@@ -249,19 +245,19 @@ async def debug_tasks():
 async def process_file(event: CloudEvent[File]):
     """Handler for incoming file events"""
     global workflow_manager
-    await process_file_event(event.data, workflow_manager, module_execution_order, pool)
+    await process_file_event(event.data, workflow_manager, module_execution_order, app.state.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
 async def process_dotnet_results(event: CloudEvent):
     """Handler for incoming .NET processing results from the dotnet_service."""
-    await process_dotnet_event(event.data, pool)
+    await process_dotnet_event(event.data, app.state.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
 async def process_nosey_parker_results(event: CloudEvent):
     """Handler for incoming Nosey Parker scan results"""
-    await process_noseyparker_event(event.data, pool)
+    await process_noseyparker_event(event.data, app.state.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/dotnet.py
index 49e3f3b..b71e527 100644
--- a/projects/file_enrichment/file_enrichment/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/dotnet.py
@@ -1,16 +1,16 @@
 # src/workflow/dotnet.py
-import asyncio
 import json
 import uuid
 from typing import Any
 
-import psycopg
+import asyncpg
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
 from common.models import (
     DotNetAssemblyAnalysis,
     EnrichmentResult,
     File,
+    FileEnriched,
     FileObject,
     Finding,
     FindingCategory,
@@ -18,7 +18,6 @@ from common.models import (
     Transform,
 )
 from dapr.clients import DaprClient
-from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
@@ -59,9 +58,9 @@ def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
                     summary_content += f"\n#### {category}\n"
                     for method in methods:
                         if hasattr(method, "MethodName"):
-                            summary_content += f"* **{method.MethodName}** (Level: {method.FilterLevel})\n"
+                            summary_content += f"* `{method.MethodName}` (Level: {method.FilterLevel})\n"
                         else:
-                            summary_content += f"* {method}\n"
+                            summary_content += f"* `{method}`\n"
             summary_content += "\n"
             return summary_content
         return ""
@@ -78,10 +77,10 @@ def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
 
 async def store_dotnet_results(
     object_id: str,
-    decompilation_object_id: str = None,
-    analysis: DotNetAssemblyAnalysis = None,
-    pool: ConnectionPool = None,
-    file_enriched=None,
+    decompilation_object_id: str | None = None,
+    analysis: DotNetAssemblyAnalysis | None = None,
+    pool: asyncpg.Pool | None = None,
+    file_enriched: FileEnriched | None = None,
 ):
     """
     Store DotNet analysis results in the database, including creating findings and transforms.
@@ -90,23 +89,22 @@ async def store_dotnet_results(
         object_id (str): The object ID of the file that was analyzed
         decompilation_object_id (str, optional): Object ID of the decompiled source ZIP
         analysis (DotNetAssemblyAnalysis, optional): Assembly analysis results
-        pool (ConnectionPool, optional): Database connection pool
+        pool (asyncpg.Pool, optional): Database connection pool
         file_enriched: The FileEnriched object for the original file
     """
     try:
         # Update workflow success status
         try:
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        UPDATE workflows
-                        SET enrichments_success = array_append(enrichments_success, %s)
-                        WHERE object_id = %s
-                        """,
-                        ("dotnet_service", object_id),
-                    )
-                    conn.commit()
+            async with pool.acquire() as conn:
+                await conn.execute(
+                    """
+                    UPDATE workflows
+                    SET enrichments_success = array_append(enrichments_success, $1)
+                    WHERE object_id = $2
+                    """,
+                    "dotnet_service",
+                    object_id,
+                )
         except Exception as db_error:
             logger.error(f"Failed to update dotnet_service enrichment success in database: {str(db_error)}")
 
@@ -203,71 +201,63 @@ async def store_dotnet_results(
         # Add findings to enrichment result
         enrichment_result.findings = findings_list
 
-        def store_in_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    # Store main enrichment result
-                    results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
-                    cur.execute(
+        # Store in database
+        async with pool.acquire() as conn:
+            # Store main enrichment result
+            results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
+            await conn.execute(
+                """
+                INSERT INTO enrichments (object_id, module_name, result_data)
+                VALUES ($1, $2, $3)
+                """,
+                object_id,
+                "dotnet_service",
+                results_escaped,
+            )
+
+            # Store any transforms
+            if enrichment_result.transforms:
+                for transform in enrichment_result.transforms:
+                    await conn.execute(
                         """
-                        INSERT INTO enrichments (object_id, module_name, result_data)
-                        VALUES (%s, %s, %s)
+                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                        VALUES ($1, $2, $3, $4)
                         """,
-                        (object_id, "dotnet_service", results_escaped),
+                        object_id,
+                        transform.type,
+                        transform.object_id,
+                        json.dumps(transform.metadata) if transform.metadata else None,
                     )
 
-                    # Store any transforms
-                    if enrichment_result.transforms:
-                        for transform in enrichment_result.transforms:
-                            cur.execute(
-                                """
-                                INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                VALUES (%s, %s, %s, %s)
-                                """,
-                                (
-                                    object_id,
-                                    transform.type,
-                                    transform.object_id,
-                                    json.dumps(transform.metadata) if transform.metadata else None,
-                                ),
-                            )
+            # Store any findings
+            for finding in findings_list:
+                # Convert each FileObject to a JSON string
+                data_as_strings = []
+                for obj in finding.data:
+                    # Convert the model to a dict first
+                    if hasattr(obj, "model_dump"):
+                        obj_dict = obj.model_dump()
+                    else:
+                        obj_dict = obj
+                    sanitized_obj = sanitize_for_jsonb(obj_dict)
+                    data_as_strings.append(json.dumps(sanitized_obj))
 
-                    # Store any findings
-                    for finding in findings_list:
-                        # Convert each FileObject to a JSON string
-                        data_as_strings = []
-                        for obj in finding.data:
-                            # Convert the model to a dict first
-                            if hasattr(obj, "model_dump"):
-                                obj_dict = obj.model_dump()
-                            else:
-                                obj_dict = obj
-                            sanitized_obj = sanitize_for_jsonb(obj_dict)
-                            data_as_strings.append(json.dumps(sanitized_obj))
-
-                        cur.execute(
-                            """
-                            INSERT INTO findings (
-                                finding_name, category, severity, object_id,
-                                origin_type, origin_name, raw_data, data
-                            ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                            """,
-                            (
-                                finding.finding_name,
-                                finding.category,
-                                finding.severity,
-                                object_id,
-                                finding.origin_type,
-                                finding.origin_name,
-                                json.dumps(sanitize_for_jsonb(finding.raw_data)),
-                                json.dumps(data_as_strings),  # Store as array of JSON strings
-                            ),
-                        )
-
-                conn.commit()
-
-        # Run database operations in thread
-        await asyncio.to_thread(store_in_db)
+                await conn.execute(
+                    """
+                    INSERT INTO findings (
+                        finding_name, category, severity, object_id,
+                        origin_type, origin_name, raw_data, data
+                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                    """,
+                    finding.finding_name,
+                    finding.category,
+                    finding.severity,
+                    object_id,
+                    finding.origin_type,
+                    finding.origin_name,
+                    json.dumps(sanitize_for_jsonb(finding.raw_data)),
+                    json.dumps(data_as_strings),  # Store as array of JSON strings
+                )
 
         logger.info("Successfully stored DotNet results", object_id=object_id, has_findings=len(findings_list) > 0)
 
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/noseyparker.py
index 427ee13..111e4a8 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/noseyparker.py
@@ -1,4 +1,3 @@
-import asyncio
 import base64
 import json
 import re
@@ -7,11 +6,10 @@ import uuid
 from datetime import datetime
 from typing import Any
 
-import psycopg
+import asyncpg
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
 from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, MatchInfo, ScanStats
-from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
@@ -162,7 +160,7 @@ async def store_noseyparker_results(
     object_id: str,
     matches: list[MatchInfo],
     scan_stats: ScanStats,
-    pool: ConnectionPool,
+    pool: asyncpg.Pool,
 ):
     """
     Store Nosey Parker results in the database, including creating findings.
@@ -171,21 +169,20 @@ async def store_noseyparker_results(
         object_id (str): The object ID of the file that was scanned
         matches (List[MatchInfo]): List of match information from Nosey Parker
         scan_stats (dict, optional): Statistics about the scan
-        pool (ConnectionPool): Database connection pool
+        pool (asyncpg.Pool): Database connection pool
     """
     try:
         try:
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    cur.execute(
-                        """
-                        UPDATE workflows
-                        SET enrichments_success = array_append(enrichments_failure, %s)
-                        WHERE object_id = %s
-                        """,
-                        ("noseyparker", object_id),
-                    )
-                    conn.commit()
+            async with pool.acquire() as conn:
+                await conn.execute(
+                    """
+                    UPDATE workflows
+                    SET enrichments_success = array_append(enrichments_failure, $1)
+                    WHERE object_id = $2
+                    """,
+                    "noseyparker",
+                    object_id,
+                )
         except Exception as db_error:
             logger.error(f"Failed to update noseyparker enrichment success in database: {str(db_error)}")
 
@@ -233,55 +230,49 @@ async def store_noseyparker_results(
         # Add findings to enrichment result
         enrichment_result.findings = findings_list
 
-        def store_in_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    # Store main enrichment result
-                    results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
-                    cur.execute(
-                        """
-                        INSERT INTO enrichments (object_id, module_name, result_data)
-                        VALUES (%s, %s, %s)
-                        """,
-                        (object_id, "noseyparker", results_escaped),
-                    )
+        # Store in database
+        async with pool.acquire() as conn:
+            # Store main enrichment result
+            results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
+            await conn.execute(
+                """
+                INSERT INTO enrichments (object_id, module_name, result_data)
+                VALUES ($1, $2, $3)
+                """,
+                object_id,
+                "noseyparker",
+                results_escaped,
+            )
 
-                    # Store any findings
-                    for finding in findings_list:
-                        # Convert each FileObject to a JSON string
-                        data_as_strings = []
-                        for obj in finding.data:
-                            # Convert the model to a dict first
-                            if hasattr(obj, "model_dump"):
-                                obj_dict = obj.model_dump()
-                            else:
-                                obj_dict = obj
-                            sanitized_obj = sanitize_for_jsonb(obj_dict)
-                            data_as_strings.append(json.dumps(sanitized_obj))
+            # Store any findings
+            for finding in findings_list:
+                # Convert each FileObject to a JSON string
+                data_as_strings = []
+                for obj in finding.data:
+                    # Convert the model to a dict first
+                    if hasattr(obj, "model_dump"):
+                        obj_dict = obj.model_dump()
+                    else:
+                        obj_dict = obj
+                    sanitized_obj = sanitize_for_jsonb(obj_dict)
+                    data_as_strings.append(json.dumps(sanitized_obj))
 
-                        cur.execute(
-                            """
-                            INSERT INTO findings (
-                                finding_name, category, severity, object_id,
-                                origin_type, origin_name, raw_data, data
-                            ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                            """,
-                            (
-                                finding.finding_name,
-                                finding.category,
-                                finding.severity,
-                                object_id,
-                                finding.origin_type,
-                                finding.origin_name,
-                                json.dumps(sanitize_for_jsonb(finding.raw_data)),
-                                json.dumps(data_as_strings),  # Store as array of JSON strings
-                            ),
-                        )
-
-                conn.commit()
-
-        # Run database operations in thread
-        await asyncio.to_thread(store_in_db)
+                await conn.execute(
+                    """
+                    INSERT INTO findings (
+                        finding_name, category, severity, object_id,
+                        origin_type, origin_name, raw_data, data
+                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                    """,
+                    finding.finding_name,
+                    finding.category,
+                    finding.severity,
+                    object_id,
+                    finding.origin_type,
+                    finding.origin_name,
+                    json.dumps(sanitize_for_jsonb(finding.raw_data)),
+                    json.dumps(data_as_strings),  # Store as array of JSON strings
+                )
 
         logger.info("Successfully stored NoseyParker results", object_id=object_id, match_count=len(matches))
 
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index 71fe510..96400e6 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -5,9 +5,10 @@ import json
 import os
 import uuid
 
+import asyncpg
 import common.helpers as helpers
 from common.logger import get_logger
-from fastapi import APIRouter, Body, HTTPException, Path
+from fastapi import APIRouter, Body, HTTPException, Path, Request
 from file_enrichment.workflow import wf_runtime
 from pydantic import BaseModel
 
@@ -60,13 +61,13 @@ async def list_enrichments():
 @router.post("/enrichments/{enrichment_name}")
 async def run_enrichment(
     enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
-    request: EnrichmentRequest = Body(..., description="The enrichment request containing the object ID"),
+    enrichment_request: EnrichmentRequest = Body(..., description="The enrichment request containing the object ID"),
+    request: Request = None,
 ):
     """Run a specific enrichment module directly."""
-    # Import pool from controller module to avoid circular imports
-    from file_enrichment import controller
-
     try:
+        # Get asyncpg pool from app state
+        asyncpg_pool: asyncpg.Pool = request.app.state.asyncpg_pool
         # Check if module
         if not wf_runtime or not wf_runtime.modules:
             raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
@@ -78,80 +79,71 @@ async def run_enrichment(
         module = wf_runtime.modules[enrichment_name]
 
         # Check if we should process this file - run in thread since it might use sync operations
-        should_process = await asyncio.to_thread(module.should_process, request.object_id)
+        should_process = await asyncio.to_thread(module.should_process, enrichment_request.object_id)
         if not should_process:
             return {
                 "status": "skipped",
                 "message": f"Module {enrichment_name} decided to skip processing",
-                "object_id": request.object_id,
+                "object_id": enrichment_request.object_id,
                 "instance_id": "",
             }
 
         # Process the file in a separate thread to avoid event loop conflicts
-        result = await asyncio.to_thread(module.process, request.object_id)
+        result = await asyncio.to_thread(module.process, enrichment_request.object_id)
 
         if result:
             # Store enrichment result in database
-            def store_results():
-                with controller.pool.connection() as conn:
-                    with conn.cursor() as cur:
-                        # Store main enrichment result
-                        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-                        cur.execute(
+            async with asyncpg_pool.acquire() as conn:
+                # Store main enrichment result
+                results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+                await conn.execute(
+                    """
+                    INSERT INTO enrichments (object_id, module_name, result_data)
+                    VALUES ($1, $2, $3)
+                    """,
+                    enrichment_request.object_id,
+                    enrichment_name,
+                    results_escaped,
+                )
+
+                # Store any transforms
+                if result.transforms:
+                    for transform in result.transforms:
+                        await conn.execute(
                             """
-                            INSERT INTO enrichments (object_id, module_name, result_data)
-                            VALUES (%s, %s, %s)
+                            INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                            VALUES ($1, $2, $3, $4)
                             """,
-                            (request.object_id, enrichment_name, results_escaped),
+                            enrichment_request.object_id,
+                            transform.type,
+                            transform.object_id,
+                            json.dumps(transform.metadata) if transform.metadata else None,
                         )
 
-                        # Store any transforms
-                        if result.transforms:
-                            for transform in result.transforms:
-                                cur.execute(
-                                    """
-                                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                    VALUES (%s, %s, %s, %s)
-                                    """,
-                                    (
-                                        request.object_id,
-                                        transform.type,
-                                        transform.object_id,
-                                        json.dumps(transform.metadata) if transform.metadata else None,
-                                    ),
-                                )
-
-                        # Store any findings
-                        if result.findings:
-                            for finding in result.findings:
-                                cur.execute(
-                                    """
-                                    INSERT INTO findings (
-                                        finding_name, category, severity, object_id,
-                                        origin_type, origin_name, raw_data, data
-                                    ) VALUES (%s, %s, %s, %s, %s, %s, %s, %s)
-                                    """,
-                                    (
-                                        finding.finding_name,
-                                        finding.category,
-                                        finding.severity,
-                                        request.object_id,
-                                        finding.origin_type,
-                                        finding.origin_name,
-                                        json.dumps(finding.raw_data),
-                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
-                                    ),
-                                )
-
-                    conn.commit()
-
-            # Run database operations in thread
-            await asyncio.to_thread(store_results)
+                # Store any findings
+                if result.findings:
+                    for finding in result.findings:
+                        await conn.execute(
+                            """
+                            INSERT INTO findings (
+                                finding_name, category, severity, object_id,
+                                origin_type, origin_name, raw_data, data
+                            ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                            """,
+                            finding.finding_name,
+                            finding.category,
+                            finding.severity,
+                            enrichment_request.object_id,
+                            finding.origin_type,
+                            finding.origin_name,
+                            json.dumps(finding.raw_data),
+                            json.dumps([obj.model_dump_json() for obj in finding.data]),
+                        )
 
         return {
             "status": "success",
             "message": f"Completed enrichment with module '{enrichment_name}'",
-            "object_id": request.object_id,
+            "object_id": enrichment_request.object_id,
             "instance_id": str(uuid.uuid4()),  # Generate a unique instance ID
         }
 
@@ -162,7 +154,7 @@ async def run_enrichment(
             e,
             message="Error running enrichment module",
             enrichment_name=enrichment_name,
-            object_id=request.object_id,
+            object_id=enrichment_request.object_id,
             pid=os.getpid(),
         )
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index e7ebdb1..7768520 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -3,16 +3,16 @@
 import json
 import os
 
+import asyncpg
 from common.logger import get_logger
 from common.models import DotNetOutput
 from common.state_helpers import get_file_enriched_async
 from file_enrichment.dotnet import store_dotnet_results
-from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
 
-async def process_dotnet_event(raw_data, pool: ConnectionPool):
+async def process_dotnet_event(raw_data, pool: asyncpg.Pool):
     """Process incoming .NET processing results from the dotnet_service"""
     try:
         logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
@@ -36,10 +36,10 @@ async def process_dotnet_event(raw_data, pool: ConnectionPool):
             logger.debug(f"Processing dotnet results for object {object_id}", pid=os.getpid())
 
             # Get the file enriched data for creating transforms
-            file_enriched = None
             try:
                 file_enriched = await get_file_enriched_async(object_id)
             except Exception as e:
+                file_enriched = None
                 logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
 
             # Store the results in the database using our helper function
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
index e7ef01c..01adae2 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
@@ -1,17 +1,16 @@
 """Handler for file subscription events."""
 
-import asyncio
 import os
 from datetime import datetime
 
+import asyncpg
 from common.logger import get_logger
 from common.models import File
-from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
 
-async def save_file_message(file: File, pool: ConnectionPool):
+async def save_file_message(file: File, pool: asyncpg.Pool):
     """Save the file message to the database for recovery purposes"""
     try:
         # Only save files that are not nested (originating files)
@@ -24,53 +23,47 @@ async def save_file_message(file: File, pool: ConnectionPool):
             )
             return
 
-        def save_to_db():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    query = """
-                    INSERT INTO files (
-                        object_id, agent_id, source, project, timestamp, expiration,
-                        path, originating_object_id, originating_container_id, nesting_level,
-                        file_creation_time, file_access_time, file_modification_time
-                    ) VALUES (
-                        %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
-                    ) ON CONFLICT (object_id) DO UPDATE SET
-                        agent_id = EXCLUDED.agent_id,
-                        source = EXCLUDED.source,
-                        project = EXCLUDED.project,
-                        timestamp = EXCLUDED.timestamp,
-                        expiration = EXCLUDED.expiration,
-                        path = EXCLUDED.path,
-                        originating_object_id = EXCLUDED.originating_object_id,
-                        originating_container_id = EXCLUDED.originating_container_id,
-                        nesting_level = EXCLUDED.nesting_level,
-                        file_creation_time = EXCLUDED.file_creation_time,
-                        file_access_time = EXCLUDED.file_access_time,
-                        file_modification_time = EXCLUDED.file_modification_time,
-                        updated_at = CURRENT_TIMESTAMP;
-                    """
+        query = """
+        INSERT INTO files (
+            object_id, agent_id, source, project, timestamp, expiration,
+            path, originating_object_id, originating_container_id, nesting_level,
+            file_creation_time, file_access_time, file_modification_time
+        ) VALUES (
+            $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13
+        ) ON CONFLICT (object_id) DO UPDATE SET
+            agent_id = EXCLUDED.agent_id,
+            source = EXCLUDED.source,
+            project = EXCLUDED.project,
+            timestamp = EXCLUDED.timestamp,
+            expiration = EXCLUDED.expiration,
+            path = EXCLUDED.path,
+            originating_object_id = EXCLUDED.originating_object_id,
+            originating_container_id = EXCLUDED.originating_container_id,
+            nesting_level = EXCLUDED.nesting_level,
+            file_creation_time = EXCLUDED.file_creation_time,
+            file_access_time = EXCLUDED.file_access_time,
+            file_modification_time = EXCLUDED.file_modification_time,
+            updated_at = CURRENT_TIMESTAMP;
+        """
 
-                    cur.execute(
-                        query,
-                        (
-                            file.object_id,
-                            file.agent_id,
-                            file.source,
-                            file.project,
-                            file.timestamp,
-                            file.expiration,
-                            file.path,
-                            file.originating_object_id,
-                            getattr(file, "originating_container_id", None),
-                            file.nesting_level,
-                            datetime.fromisoformat(file.creation_time) if file.creation_time else None,
-                            datetime.fromisoformat(file.access_time) if file.access_time else None,
-                            datetime.fromisoformat(file.modification_time) if file.modification_time else None,
-                        ),
-                    )
-                    conn.commit()
+        async with pool.acquire() as conn:
+            await conn.execute(
+                query,
+                file.object_id,
+                file.agent_id,
+                file.source,
+                file.project,
+                file.timestamp,
+                file.expiration,
+                file.path,
+                file.originating_object_id,
+                getattr(file, "originating_container_id", None),
+                file.nesting_level,
+                datetime.fromisoformat(file.creation_time) if file.creation_time else None,
+                datetime.fromisoformat(file.access_time) if file.access_time else None,
+                datetime.fromisoformat(file.modification_time) if file.modification_time else None,
+            )
 
-        await asyncio.to_thread(save_to_db)
         logger.debug("Successfully saved file message to database", object_id=file.object_id, pid=os.getpid())
 
     except Exception as e:
@@ -78,7 +71,7 @@ async def save_file_message(file: File, pool: ConnectionPool):
         raise
 
 
-async def process_file_event(file: File, workflow_manager, module_execution_order: list, pool: ConnectionPool):
+async def process_file_event(file: File, workflow_manager, module_execution_order: list, pool: asyncpg.Pool):
     """Process incoming file events"""
     try:
         # Save the file message to database first for recovery purposes
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
index d2a3bcd..a29dad2 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
@@ -3,15 +3,15 @@
 import json
 import os
 
+import asyncpg
 from common.logger import get_logger
 from common.models import NoseyParkerOutput
 from file_enrichment.noseyparker import store_noseyparker_results
-from psycopg_pool import ConnectionPool
 
 logger = get_logger(__name__)
 
 
-async def process_noseyparker_event(raw_data, pool: ConnectionPool):
+async def process_noseyparker_event(raw_data, pool: asyncpg.Pool):
     """Process incoming Nosey Parker scan results"""
     try:
         # Extract the raw data
diff --git a/projects/file_enrichment/file_enrichment/workflow_recovery.py b/projects/file_enrichment/file_enrichment/workflow_recovery.py
index d91e3f3..b5443ea 100644
--- a/projects/file_enrichment/file_enrichment/workflow_recovery.py
+++ b/projects/file_enrichment/file_enrichment/workflow_recovery.py
@@ -27,68 +27,18 @@ async def recover_interrupted_workflows(pool) -> None:
 
         logger.info("Starting workflow recovery process...", pid=os.getpid())
 
-        def get_and_delete_running_workflows():
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    # Atomic DELETE with RETURNING - only one worker will get the interrupted workflows
-                    cur.execute("""
-                        DELETE FROM workflows
-                        WHERE status = 'RUNNING'
-                        RETURNING object_id
-                    """)
-                    running_ids = [row[0] for row in cur.fetchall()]
-                    conn.commit()
+        # Get interrupted workflows atomically using asyncpg
+        async with pool.acquire() as conn:
+            # Atomic DELETE with RETURNING - only one worker will get the interrupted workflows
+            running_ids = await conn.fetch("""
+                DELETE FROM workflows
+                WHERE status = 'RUNNING'
+                RETURNING object_id
+            """)
+            running_object_ids = [row['object_id'] for row in running_ids]
 
-                    if running_ids:
-                        logger.info(f"Atomically claimed {len(running_ids)} interrupted workflows", pid=os.getpid())
-
-                    return running_ids
-
-        def get_file_data_and_cleanup(object_ids):
-            recovered_files = []
-            with pool.connection() as conn:
-                with conn.cursor() as cur:
-                    for object_id in object_ids:
-                        # Get file data for reconstruction
-                        cur.execute(
-                            """
-                            SELECT object_id, agent_id, source, project, timestamp, expiration,
-                                   path, originating_object_id, originating_container_id, nesting_level,
-                                   file_creation_time, file_access_time, file_modification_time
-                            FROM files WHERE object_id = %s
-                        """,
-                            (object_id,),
-                        )
-
-                        row = cur.fetchone()
-                        if row:
-                            # Convert database row to File-compatible dict
-                            file_data = {
-                                "object_id": str(row[0]),
-                                "agent_id": row[1],
-                                "source": row[2],
-                                "project": row[3],
-                                "timestamp": row[4],
-                                "expiration": row[5],
-                                "path": row[6],
-                                "originating_object_id": str(row[7]) if row[7] else None,
-                                "originating_container_id": str(row[8]) if row[8] else None,
-                                "nesting_level": row[9],
-                                "creation_time": row[10].isoformat() if row[10] else None,
-                                "access_time": row[11].isoformat() if row[11] else None,
-                                "modification_time": row[12].isoformat() if row[12] else None,
-                            }
-                            recovered_files.append(file_data)
-                            logger.debug("Recovered file data for workflow", object_id=object_id, pid=os.getpid())
-                        else:
-                            logger.warning("No file data found for workflow", object_id=object_id, pid=os.getpid())
-
-                    conn.commit()
-
-            return recovered_files
-
-        # Get interrupted workflows
-        running_object_ids = await asyncio.to_thread(get_and_delete_running_workflows)
+            if running_object_ids:
+                logger.info(f"Atomically claimed {len(running_object_ids)} interrupted workflows", pid=os.getpid())
 
         if not running_object_ids:
             logger.info("No interrupted workflows found", pid=os.getpid())
@@ -97,7 +47,41 @@ async def recover_interrupted_workflows(pool) -> None:
         logger.info(f"Found {len(running_object_ids)} interrupted workflows to recover", pid=os.getpid())
 
         # Get file data and clean up partial results
-        recovered_files = await asyncio.to_thread(get_file_data_and_cleanup, running_object_ids)
+        recovered_files = []
+        async with pool.acquire() as conn:
+            for object_id in running_object_ids:
+                # Get file data for reconstruction
+                row = await conn.fetchrow(
+                    """
+                    SELECT object_id, agent_id, source, project, timestamp, expiration,
+                           path, originating_object_id, originating_container_id, nesting_level,
+                           file_creation_time, file_access_time, file_modification_time
+                    FROM files WHERE object_id = $1
+                """,
+                    object_id,
+                )
+
+                if row:
+                    # Convert database row to File-compatible dict
+                    file_data = {
+                        "object_id": str(row['object_id']),
+                        "agent_id": row['agent_id'],
+                        "source": row['source'],
+                        "project": row['project'],
+                        "timestamp": row['timestamp'],
+                        "expiration": row['expiration'],
+                        "path": row['path'],
+                        "originating_object_id": str(row['originating_object_id']) if row['originating_object_id'] else None,
+                        "originating_container_id": str(row['originating_container_id']) if row['originating_container_id'] else None,
+                        "nesting_level": row['nesting_level'],
+                        "creation_time": row['file_creation_time'].isoformat() if row['file_creation_time'] else None,
+                        "access_time": row['file_access_time'].isoformat() if row['file_access_time'] else None,
+                        "modification_time": row['file_modification_time'].isoformat() if row['file_modification_time'] else None,
+                    }
+                    recovered_files.append(file_data)
+                    logger.debug("Recovered file data for workflow", object_id=object_id, pid=os.getpid())
+                else:
+                    logger.warning("No file data found for workflow", object_id=object_id, pid=os.getpid())
 
         if not recovered_files:
             logger.warning("No file data found for interrupted workflows", pid=os.getpid())

From b88377ba0ffde9b6ce8f5f7883ccf1f8be29f1c4 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 18:20:24 -0700
Subject: [PATCH 249/279] fix office2john file handle leaks

---
 .../office_doc/office2john.py                 | 250 ++++++++++--------
 1 file changed, 133 insertions(+), 117 deletions(-)

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
index 83bc92a..ccfcdcf 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/office_doc/office2john.py
@@ -497,7 +497,11 @@ def isOleFile(filename):
         header = filename[: len(MAGIC)]
     else:
         # string-like object: filename of file on disk
-        header = open(filename, "rb").read(len(MAGIC))
+        f = open(filename, "rb")
+        try:
+            header = f.read(len(MAGIC))
+        finally:
+            f.close()
     if header == MAGIC:
         return True
     else:
@@ -1168,11 +1172,14 @@ class OleFileIO:
             if entry[1:2] == "Image":
                 fin = ole.openstream(entry)
                 fout = open(entry[0:1], "wb")
-                while True:
-                    s = fin.read(8192)
-                    if not s:
-                        break
-                    fout.write(s)
+                try:
+                    while True:
+                        s = fin.read(8192)
+                        if not s:
+                            break
+                        fout.write(s)
+                finally:
+                    fout.close()
 
     You can use the viewer application provided with the Python Imaging
     Library to view the resulting files (which happens to be standard
@@ -2846,8 +2853,11 @@ def find_rc4_passinfo_ppt(filename, stream, offset, hashcat_format=True):
 def find_rc4_passinfo_ppt_bf(filename, stream, offset, hashcat_format=True):
     """We don't use stream and offset anymore! The current method is a bit slow for large files."""
     sys.stderr.write("This can take a while, please wait.\n")
-    stream = open(filename, "rb")
-    original = stream.read()
+    f = open(filename, "rb")
+    try:
+        original = f.read()
+    finally:
+        f.close()
     found = False
     for i in range(0, len(original)):
         data = original[i : i + 384]
@@ -2947,7 +2957,11 @@ def process_access_2007_older_crypto(filename, hashcat_format=True):
     """Dirty hash extractor for MS Office 2007 .accdb files which use CryptoAPI
     based encryption."""
 
-    original = open(filename, "rb").read()
+    f = open(filename, "rb")
+    try:
+        original = f.read()
+    finally:
+        f.close()
 
     for i in range(0, len(original)):
         data = original[i:40960]  # is this limit on data reasonable?
@@ -3282,126 +3296,128 @@ def process_file(filename, hashcat_format=True):
     # Open OLE file:
     ole = OleFileIO(filename)
 
-    stream = None
-
-    # find "summary" streams
-    global have_summary, summary
-    have_summary = False
-    summary = []
-
-    for streamname in ole.listdir():
-        streamname = streamname[-1]
-        if streamname[0] == "\005":
-            have_summary = True
-            props = ole.getproperties(streamname)
-            for k, v in props.items():
-                if v is None:
-                    continue
-                if not PY3:
-                    # We are only interested in strings
-                    if not isinstance(v, unicode):  # pyright: ignore[reportUndefinedVariable]
-                        continue
-                else:
-                    if not isinstance(v, str):  # We are only interested in strings
-                        continue
-                v = remove_html_tags(v)
-                v = v.replace(":", "")
-                v = remove_extra_spaces(v)
-                # words = v.split()
-                # words = filter(lambda x: len(x) < 20, words)
-                # v = " ".join(words)
-                summary.append(v)
-    summary = " ".join(summary)
-    summary = remove_extra_spaces(summary)
-
-    if ["EncryptionInfo"] in ole.listdir():
-        # process Office 2003 / 2010 / 2013 files
-        return process_new_office(filename)
-    if ["Workbook"] in ole.listdir():
-        stream = "Workbook"
-    elif ["Book"] in ole.listdir():
-        stream = "Book"
-    elif ["WordDocument"] in ole.listdir():
-        typ = 1
-        sdoc = ole.openstream("WordDocument")
-        stream = find_table(filename, sdoc)
-        if stream == "none":
-            return 5
-
-    elif ["PowerPoint Document"] in ole.listdir():
-        stream = "Current User"
-    else:
-        sys.stderr.write("%s : No supported streams found\n" % filename)
-        return 2
-
     try:
-        workbookStream = ole.openstream(stream)
-    except:
-        # Standard Libraries
-        import traceback
+        stream = None
 
-        traceback.print_exc()
-        sys.stderr.write("%s : stream %s not found!\n" % (filename, stream))
-        return 2
+        # find "summary" streams
+        global have_summary, summary
+        have_summary = False
+        summary = []
 
-    if workbookStream is None:
-        sys.stderr.write("%s : Error opening stream, %s\n" % filename)
-        (filename, stream)
-        return 3
+        for streamname in ole.listdir():
+            streamname = streamname[-1]
+            if streamname[0] == "\005":
+                have_summary = True
+                props = ole.getproperties(streamname)
+                for k, v in props.items():
+                    if v is None:
+                        continue
+                    if not PY3:
+                        # We are only interested in strings
+                        if not isinstance(v, unicode):  # pyright: ignore[reportUndefinedVariable]
+                            continue
+                    else:
+                        if not isinstance(v, str):  # We are only interested in strings
+                            continue
+                    v = remove_html_tags(v)
+                    v = v.replace(":", "")
+                    v = remove_extra_spaces(v)
+                    # words = v.split()
+                    # words = filter(lambda x: len(x) < 20, words)
+                    # v = " ".join(words)
+                    summary.append(v)
+        summary = " ".join(summary)
+        summary = remove_extra_spaces(summary)
 
-    if stream == "Workbook" or stream == "Book":
-        typ = 0
-        passinfo = find_rc4_passinfo_xls(filename, workbookStream)
-        if passinfo is None:
-            return 4
-    elif stream == "0Table" or stream == "1Table":
-        passinfo = find_rc4_passinfo_doc(filename, workbookStream)
-        if passinfo is None:
-            return 4
-    else:
-        sppt = ole.openstream("Current User")
-        offset = find_ppt_type(filename, sppt)
-        sppt = ole.openstream("PowerPoint Document")
-        ret = find_rc4_passinfo_ppt(filename, sppt, offset)
-        if not ret:
-            find_rc4_passinfo_ppt_bf(filename, sppt, offset)
+        if ["EncryptionInfo"] in ole.listdir():
+            # process Office 2003 / 2010 / 2013 files
+            return process_new_office(filename)
+        if ["Workbook"] in ole.listdir():
+            stream = "Workbook"
+        elif ["Book"] in ole.listdir():
+            stream = "Book"
+        elif ["WordDocument"] in ole.listdir():
+            typ = 1
+            sdoc = ole.openstream("WordDocument")
+            stream = find_table(filename, sdoc)
+            if stream == "none":
+                return 5
 
-        return 6
+        elif ["PowerPoint Document"] in ole.listdir():
+            stream = "Current User"
+        else:
+            sys.stderr.write("%s : No supported streams found\n" % filename)
+            return 2
 
-    (salt, verifier, verifierHash) = passinfo
+        try:
+            workbookStream = ole.openstream(stream)
+        except:
+            # Standard Libraries
+            import traceback
 
-    summary_extra = ""
-    # if have_summary:
-    #     summary_extra = ":::%s::%s" % (summary, filename)
+            traceback.print_exc()
+            sys.stderr.write("%s : stream %s not found!\n" % (filename, stream))
+            return 2
 
-    if hashcat_format:
-        sys.stdout.write(
-            "$oldoffice$%s*%s*%s*%s%s\n"
-            % (
-                typ,
-                binascii.hexlify(salt).decode("ascii"),
-                binascii.hexlify(verifier).decode("ascii"),
-                binascii.hexlify(verifierHash).decode("ascii"),
-                summary_extra,
+        if workbookStream is None:
+            sys.stderr.write("%s : Error opening stream, %s\n" % filename)
+            (filename, stream)
+            return 3
+
+        if stream == "Workbook" or stream == "Book":
+            typ = 0
+            passinfo = find_rc4_passinfo_xls(filename, workbookStream)
+            if passinfo is None:
+                return 4
+        elif stream == "0Table" or stream == "1Table":
+            passinfo = find_rc4_passinfo_doc(filename, workbookStream)
+            if passinfo is None:
+                return 4
+        else:
+            sppt = ole.openstream("Current User")
+            offset = find_ppt_type(filename, sppt)
+            sppt = ole.openstream("PowerPoint Document")
+            ret = find_rc4_passinfo_ppt(filename, sppt, offset)
+            if not ret:
+                find_rc4_passinfo_ppt_bf(filename, sppt, offset)
+
+            return 6
+
+        (salt, verifier, verifierHash) = passinfo
+
+        summary_extra = ""
+        # if have_summary:
+        #     summary_extra = ":::%s::%s" % (summary, filename)
+
+        if hashcat_format:
+            sys.stdout.write(
+                "$oldoffice$%s*%s*%s*%s%s\n"
+                % (
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(verifier).decode("ascii"),
+                    binascii.hexlify(verifierHash).decode("ascii"),
+                    summary_extra,
+                )
             )
-        )
-    else:
-        sys.stdout.write(
-            "%s:$oldoffice$%s*%s*%s*%s%s\n"
-            % (
-                os.path.basename(filename),
-                typ,
-                binascii.hexlify(salt).decode("ascii"),
-                binascii.hexlify(verifier).decode("ascii"),
-                binascii.hexlify(verifierHash).decode("ascii"),
-                summary_extra,
+        else:
+            sys.stdout.write(
+                "%s:$oldoffice$%s*%s*%s*%s%s\n"
+                % (
+                    os.path.basename(filename),
+                    typ,
+                    binascii.hexlify(salt).decode("ascii"),
+                    binascii.hexlify(verifier).decode("ascii"),
+                    binascii.hexlify(verifierHash).decode("ascii"),
+                    summary_extra,
+                )
             )
-        )
 
-    workbookStream.close()
-    ole.close()
+        workbookStream.close()
 
-    return 0
+        return 0
+    finally:
+        ole.close()
 
 
 def extract_file_encryption_hash(filename, hashcat_format=True):

From a16d132be536b080685159431dec9135b0a75922 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 19:30:55 -0700
Subject: [PATCH 250/279] fix misuse of wf_runtime (mixed types)

---
 .../file_enrichment/controller.py             |  8 ++--
 .../file_enrichment/routes/enrichments.py     | 22 +++++-----
 .../subscriptions/bulk_enrichment_handler.py  |  8 ++--
 .../file_enrichment/workflow.py               | 44 +++++++------------
 4 files changed, 36 insertions(+), 46 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 238057f..a8bab16 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -22,7 +22,7 @@ from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
 from .subscriptions.dotnet_handler import process_dotnet_event
 from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
-from .workflow import get_workflow_client, initialize_workflow_runtime, shutdown_workflow_runtime, wf_runtime
+from .workflow import get_workflow_client, initialize_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
@@ -140,7 +140,8 @@ async def lifespan(app: FastAPI):
                     except asyncio.CancelledError:
                         logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
 
-                shutdown_workflow_runtime()
+                if wf_runtime:
+                    wf_runtime.shutdown()
 
                 dapr_client.close()
 
@@ -264,4 +265,5 @@ async def process_nosey_parker_results(event: CloudEvent):
 async def process_bulk_enrichment_task(event: CloudEvent):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
-    await process_bulk_enrichment_event(event.data, workflow_manager, wf_runtime)
+    from .workflow import modules
+    await process_bulk_enrichment_event(event.data, workflow_manager, modules)
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index 96400e6..bbb1783 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -9,7 +9,7 @@ import asyncpg
 import common.helpers as helpers
 from common.logger import get_logger
 from fastapi import APIRouter, Body, HTTPException, Path, Request
-from file_enrichment.workflow import wf_runtime
+from file_enrichment.workflow import modules
 from pydantic import BaseModel
 
 logger = get_logger(__name__)
@@ -25,8 +25,8 @@ class EnrichmentRequest(BaseModel):
 async def list_enabled_llm_enrichments():
     """List the enabled LLM enrichments based on environment variables."""
     try:
-        if not wf_runtime or not wf_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+        if not modules:
+            raise HTTPException(status_code=503, detail="Modules not initialized")
 
         llm_enrichments = []
         if os.getenv("RIGGING_GENERATOR_CREDENTIALS"):
@@ -47,11 +47,11 @@ async def list_enabled_llm_enrichments():
 async def list_enrichments():
     """List all available enrichment modules."""
     try:
-        if not wf_runtime or not wf_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+        if not modules:
+            raise HTTPException(status_code=503, detail="Modules not initialized")
 
-        modules = list(wf_runtime.modules.keys())
-        return {"modules": modules}
+        module_names = list(modules.keys())
+        return {"modules": module_names}
 
     except Exception as e:
         logger.exception(e, message="Error listing enrichment modules", pid=os.getpid())
@@ -69,14 +69,14 @@ async def run_enrichment(
         # Get asyncpg pool from app state
         asyncpg_pool: asyncpg.Pool = request.app.state.asyncpg_pool
         # Check if module
-        if not wf_runtime or not wf_runtime.modules:
-            raise HTTPException(status_code=503, detail="Workflow runtime or modules not initialized")
+        if not modules:
+            raise HTTPException(status_code=503, detail="Modules not initialized")
 
-        if enrichment_name not in wf_runtime.modules:
+        if enrichment_name not in modules:
             raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
 
         # Get the module
-        module = wf_runtime.modules[enrichment_name]
+        module = modules[enrichment_name]
 
         # Check if we should process this file - run in thread since it might use sync operations
         should_process = await asyncio.to_thread(module.should_process, enrichment_request.object_id)
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
index 325fedc..83769b8 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
@@ -5,7 +5,7 @@ from common.logger import get_logger
 logger = get_logger(__name__)
 
 
-async def process_bulk_enrichment_event(data: dict, workflow_manager, workflow_runtime):
+async def process_bulk_enrichment_event(data: dict, workflow_manager, modules):
     """Process individual bulk enrichment tasks"""
     try:
         enrichment_name = data.get("enrichment_name")
@@ -17,11 +17,11 @@ async def process_bulk_enrichment_event(data: dict, workflow_manager, workflow_r
         )
 
         # Check if module exists
-        if not workflow_runtime or not workflow_runtime.modules:
-            logger.error("Workflow runtime or modules not initialized")
+        if not modules:
+            logger.error("Modules not initialized")
             return
 
-        if enrichment_name not in workflow_runtime.modules:
+        if enrichment_name not in modules:
             logger.error(f"Enrichment module '{enrichment_name}' not found")
             return
 
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index b2a09b6..044a669 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -20,17 +20,21 @@ from common.storage import StorageMinio
 from common.workflows.setup import wf_runtime, workflow_activity
 from dapr.clients import DaprClient
 from dapr.ext.workflow.logger.options import LoggerOptions
-from file_enrichment_modules.module_loader import ModuleLoader
+from file_enrichment_modules.module_loader import EnrichmentModule, ModuleLoader
 from file_linking import FileLinkingEngine
 from nemesis_dpapi import DpapiManager
 
 logger = get_logger(__name__)
 
-
-workflow_client: wf.DaprWorkflowClient = None
+workflow_client = wf.DaprWorkflowClient(
+    logger_options=LoggerOptions(
+        log_level=WORKFLOW_CLIENT_LOG_LEVEL,
+    )
+)
 activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
+modules: dict[str, EnrichmentModule] = {}  # Enrichment modules loaded at initialization
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
 gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
@@ -568,11 +572,11 @@ async def run_enrichment_modules(ctx, activity_input: dict):
             # First pass: determine which modules should process this file
             modules_to_process = []
             for module_name in execution_order:
-                if module_name not in wf_runtime.modules:
+                if module_name not in modules:
                     logger.warning("Module not found", module_name=module_name)
                     continue
 
-                module = wf_runtime.modules[module_name]
+                module = modules[module_name]
                 try:
                     should_process = module.should_process(object_id, temp_file.name)
 
@@ -589,7 +593,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
             # Second pass: process with modules that should run
             for module_name in modules_to_process:
                 try:
-                    module = wf_runtime.modules[module_name]
+                    module = modules[module_name]
                     logger.debug("Starting module processing", module_name=module_name)
 
                     # Check if the module's process method returns a coroutine (async)
@@ -901,7 +905,7 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg.Pool = None):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global wf_runtime, workflow_client, asyncio_loop, postgres_pool
+    global wf_runtime, workflow_client, asyncio_loop, postgres_pool, modules
 
     # Store the connection pool for use in workflow activities
     postgres_pool = pool
@@ -909,7 +913,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
     # Load enrichment modules
     module_loader = ModuleLoader()
     await module_loader.load_modules()
-    wf_runtime.modules = module_loader.modules
+    modules = module_loader.modules
 
     asyncio_loop = asyncio.get_running_loop()
 
@@ -917,12 +921,12 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
     workflow_name = "default"  # This could be made configurable later
     available_modules = {
         name: module
-        for name, module in wf_runtime.modules.items()
+        for name, module in modules.items()
         if hasattr(module, "workflows") and workflow_name in module.workflows
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    for module in wf_runtime.modules.values():
+    for module in modules.values():
         if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
             logger.debug(f"Setting 'dpapi_manager' for '{module}'")
             module.dpapi_manager = dpapi_manager  # type: ignore
@@ -941,32 +945,16 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
         execution_order=execution_order,
         workflow=workflow_name,
         total_modules=len(available_modules),
-        filtered_from=len(wf_runtime.modules),
+        filtered_from=len(modules),
     )
 
-    # Modules are now processed within the run_enrichment_modules activity
-    #   No need to register individual activities for each module
     logger.info("Modules loaded and ready for processing", total_modules=len(available_modules))
 
-    # Start workflow runtime
     wf_runtime.start()
 
-    # Initialize workflow client
-    workflow_client = wf.DaprWorkflowClient(
-        logger_options=LoggerOptions(
-            log_level=WORKFLOW_CLIENT_LOG_LEVEL,
-        )
-    )
-
     return execution_order
 
 
-def shutdown_workflow_runtime():
-    """Shutdown the workflow runtime"""
-    if wf_runtime:
-        wf_runtime.shutdown()
-
-
 def get_workflow_client() -> wf.DaprWorkflowClient:
     """Get the workflow client instance"""
     return workflow_client
@@ -975,7 +963,7 @@ def get_workflow_client() -> wf.DaprWorkflowClient:
 def reload_yara_rules():
     """Reloads all disk/state yara rules."""
     logger.debug("workflow/workflow.py reloading Yara rules")
-    wf_runtime.modules["yara"].rule_manager.load_rules()
+    modules["yara"].rule_manager.load_rules()
 
 
 # endregion

From 49041bc1d81350e003af3e422ad75a5b3513dc9d Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 19:33:16 -0700
Subject: [PATCH 251/279] extra status context

---
 projects/file_enrichment/file_enrichment/workflow_manager.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index d8f1594..f9f6b59 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -421,6 +421,8 @@ class WorkflowManager:
                     logger.info(
                         "Updating workflow status",
                         processing_time=f"{processing_time:.4f}s",
+                        instance_id=instance_id,
+                        status=final_status,
                     )
                     await self.update_workflow_status(instance_id, final_status, processing_time)
 

From f6992a77eba9e13b7da5b5fcb06bb7b9b89473be Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 19:43:04 -0700
Subject: [PATCH 252/279] rename global modules variable

---
 .../file_enrichment/controller.py             |  4 ++--
 .../file_enrichment/routes/enrichments.py     | 14 ++++++-------
 .../subscriptions/bulk_enrichment_handler.py  |  6 +++---
 .../file_enrichment/workflow.py               | 20 +++++++++----------
 4 files changed, 22 insertions(+), 22 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index a8bab16..9246a74 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -265,5 +265,5 @@ async def process_nosey_parker_results(event: CloudEvent):
 async def process_bulk_enrichment_task(event: CloudEvent):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
-    from .workflow import modules
-    await process_bulk_enrichment_event(event.data, workflow_manager, modules)
+    from .workflow import global_module_map
+    await process_bulk_enrichment_event(event.data, workflow_manager, global_module_map)
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index bbb1783..f0db38a 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -9,7 +9,7 @@ import asyncpg
 import common.helpers as helpers
 from common.logger import get_logger
 from fastapi import APIRouter, Body, HTTPException, Path, Request
-from file_enrichment.workflow import modules
+from file_enrichment.workflow import global_module_map
 from pydantic import BaseModel
 
 logger = get_logger(__name__)
@@ -25,7 +25,7 @@ class EnrichmentRequest(BaseModel):
 async def list_enabled_llm_enrichments():
     """List the enabled LLM enrichments based on environment variables."""
     try:
-        if not modules:
+        if not global_module_map:
             raise HTTPException(status_code=503, detail="Modules not initialized")
 
         llm_enrichments = []
@@ -47,10 +47,10 @@ async def list_enabled_llm_enrichments():
 async def list_enrichments():
     """List all available enrichment modules."""
     try:
-        if not modules:
+        if not global_module_map:
             raise HTTPException(status_code=503, detail="Modules not initialized")
 
-        module_names = list(modules.keys())
+        module_names = list(global_module_map.keys())
         return {"modules": module_names}
 
     except Exception as e:
@@ -69,14 +69,14 @@ async def run_enrichment(
         # Get asyncpg pool from app state
         asyncpg_pool: asyncpg.Pool = request.app.state.asyncpg_pool
         # Check if module
-        if not modules:
+        if not global_module_map:
             raise HTTPException(status_code=503, detail="Modules not initialized")
 
-        if enrichment_name not in modules:
+        if enrichment_name not in global_module_map:
             raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
 
         # Get the module
-        module = modules[enrichment_name]
+        module = global_module_map[enrichment_name]
 
         # Check if we should process this file - run in thread since it might use sync operations
         should_process = await asyncio.to_thread(module.should_process, enrichment_request.object_id)
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
index 83769b8..5777aec 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
@@ -5,7 +5,7 @@ from common.logger import get_logger
 logger = get_logger(__name__)
 
 
-async def process_bulk_enrichment_event(data: dict, workflow_manager, modules):
+async def process_bulk_enrichment_event(data: dict, workflow_manager, global_module_map):
     """Process individual bulk enrichment tasks"""
     try:
         enrichment_name = data.get("enrichment_name")
@@ -17,11 +17,11 @@ async def process_bulk_enrichment_event(data: dict, workflow_manager, modules):
         )
 
         # Check if module exists
-        if not modules:
+        if not global_module_map:
             logger.error("Modules not initialized")
             return
 
-        if enrichment_name not in modules:
+        if enrichment_name not in global_module_map:
             logger.error(f"Enrichment module '{enrichment_name}' not found")
             return
 
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 044a669..586f28d 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -34,7 +34,7 @@ workflow_client = wf.DaprWorkflowClient(
 activity_functions = {}
 download_path = "/tmp/"
 storage = StorageMinio()
-modules: dict[str, EnrichmentModule] = {}  # Enrichment modules loaded at initialization
+global_module_map: dict[str, EnrichmentModule] = {}  # Enrichment modules loaded at initialization
 
 dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
 gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
@@ -572,11 +572,11 @@ async def run_enrichment_modules(ctx, activity_input: dict):
             # First pass: determine which modules should process this file
             modules_to_process = []
             for module_name in execution_order:
-                if module_name not in modules:
+                if module_name not in global_module_map:
                     logger.warning("Module not found", module_name=module_name)
                     continue
 
-                module = modules[module_name]
+                module = global_module_map[module_name]
                 try:
                     should_process = module.should_process(object_id, temp_file.name)
 
@@ -593,7 +593,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
             # Second pass: process with modules that should run
             for module_name in modules_to_process:
                 try:
-                    module = modules[module_name]
+                    module = global_module_map[module_name]
                     logger.debug("Starting module processing", module_name=module_name)
 
                     # Check if the module's process method returns a coroutine (async)
@@ -905,7 +905,7 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg.Pool = None):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global wf_runtime, workflow_client, asyncio_loop, postgres_pool, modules
+    global wf_runtime, workflow_client, asyncio_loop, postgres_pool, global_module_map
 
     # Store the connection pool for use in workflow activities
     postgres_pool = pool
@@ -913,7 +913,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
     # Load enrichment modules
     module_loader = ModuleLoader()
     await module_loader.load_modules()
-    modules = module_loader.modules
+    global_module_map = module_loader.modules
 
     asyncio_loop = asyncio.get_running_loop()
 
@@ -921,12 +921,12 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
     workflow_name = "default"  # This could be made configurable later
     available_modules = {
         name: module
-        for name, module in modules.items()
+        for name, module in global_module_map.items()
         if hasattr(module, "workflows") and workflow_name in module.workflows
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    for module in modules.values():
+    for module in global_module_map.values():
         if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
             logger.debug(f"Setting 'dpapi_manager' for '{module}'")
             module.dpapi_manager = dpapi_manager  # type: ignore
@@ -945,7 +945,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
         execution_order=execution_order,
         workflow=workflow_name,
         total_modules=len(available_modules),
-        filtered_from=len(modules),
+        filtered_from=len(global_module_map),
     )
 
     logger.info("Modules loaded and ready for processing", total_modules=len(available_modules))
@@ -963,7 +963,7 @@ def get_workflow_client() -> wf.DaprWorkflowClient:
 def reload_yara_rules():
     """Reloads all disk/state yara rules."""
     logger.debug("workflow/workflow.py reloading Yara rules")
-    modules["yara"].rule_manager.load_rules()
+    global_module_map["yara"].rule_manager.load_rules()
 
 
 # endregion

From c93db419ce5fd4a5ef82f061f4f0e7354fbc2428 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 19:47:36 -0700
Subject: [PATCH 253/279] remove redundant DB check

---
 projects/file_enrichment/file_enrichment/workflow.py | 7 +------
 1 file changed, 1 insertion(+), 6 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 586f28d..7a056ba 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -42,14 +42,9 @@ gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/form
 nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
 nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
 
-
-postgres_connection_string = get_postgres_connection_str()
 postgres_pool: asyncpg.Pool = None  # Connection pool for database operations
 
-if not postgres_connection_string.startswith("postgresql://"):
-    raise ValueError("POSTGRES_CONNECTION_STRING must start with 'postgresql://' to be used with the DpapiManager")
-
-file_linking_engine = FileLinkingEngine(postgres_connection_string)
+file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
 asyncio_loop: asyncio.AbstractEventLoop = None
 
 ##########################################

From 242ecfb62d5f1236469c5cd51c99a1bafe1fdcf3 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sat, 25 Oct 2025 22:58:29 -0700
Subject: [PATCH 254/279] remove /debug route

---
 .../file_enrichment/controller.py             |  72 +----
 .../file_enrichment/workflow.py               | 258 +++++++++---------
 2 files changed, 130 insertions(+), 200 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 9246a74..af32832 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -167,77 +167,6 @@ async def healthcheck():
     return {"status": "healthy"}
 
 
-@app.get("/debug/tasks")
-async def debug_tasks():
-    """Debug endpoint to check asyncio task status and identify blocking."""
-    import sys
-    import threading
-    import traceback
-
-    try:
-        loop = asyncio.get_running_loop()
-        all_tasks = asyncio.all_tasks(loop)
-
-        task_info = []
-        for task in all_tasks:
-            info = {
-                "name": task.get_name(),
-                "done": task.done(),
-                "cancelled": task.cancelled(),
-            }
-
-            # Try to get the coroutine info
-            try:
-                coro = task.get_coro()
-                if coro.cr_frame:
-                    info["coro_name"] = coro.__name__ if hasattr(coro, "__name__") else str(coro)
-                    info["file"] = coro.cr_frame.f_code.co_filename
-                    info["line"] = coro.cr_frame.f_lineno
-                    info["function"] = coro.cr_frame.f_code.co_name
-            except Exception:
-                pass
-
-            task_info.append(info)
-
-        # Get thread info
-        thread_info = []
-        for thread in threading.enumerate():
-            t_info = {
-                "name": thread.name,
-                "daemon": thread.daemon,
-                "alive": thread.is_alive(),
-            }
-
-            # Check if thread is blocking
-            if thread.ident:
-                frame = sys._current_frames().get(thread.ident)
-                if frame:
-                    code = frame.f_code
-                    t_info["current_file"] = code.co_filename
-                    t_info["current_line"] = frame.f_lineno
-                    t_info["current_function"] = code.co_name
-
-                    # Flag potentially blocking calls
-                    if any(keyword in code.co_name for keyword in ["wait", "lock", "result", "sleep"]):
-                        t_info["potentially_blocking"] = True
-
-            thread_info.append(t_info)
-
-        return {
-            "pid": os.getpid(),
-            "total_tasks": len(all_tasks),
-            "active_workflows": len(workflow_manager.active_workflows) if workflow_manager else 0,
-            "background_tasks": len(workflow_manager.background_tasks) if workflow_manager else 0,
-            "total_threads": len(threading.enumerate()),
-            "tasks": task_info,
-            "threads": thread_info,
-        }
-    except Exception as e:
-        import traceback
-
-        return {"error": str(e), "traceback": traceback.format_exc()}
-
-
 # endregion
 
 
@@ -266,4 +195,5 @@ async def process_bulk_enrichment_task(event: CloudEvent):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
     from .workflow import global_module_map
+
     await process_bulk_enrichment_event(event.data, workflow_manager, global_module_map)
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 7a056ba..aa2a0d3 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -262,135 +262,6 @@ async def get_basic_analysis(ctx, activity_input):
         return file_enriched
 
 
-# @workflow_runtime.activity
-# async def extract_and_store_features(ctx, activity_input):
-#     """Extract features from a file and store them in PostgreSQL."""
-#     try:
-#         logger.info("Starting feature extraction")
-#         object_id = activity_input["object_id"]
-#         file_enriched = get_file_enriched(object_id)
-
-#         # we only want to process things that were submitted and not things extracted/post-processed
-#         #   so things that don't have an originating_object_id
-#         if not file_enriched.originating_object_id:
-#             # Initialize feature extractor
-#             extractor = FileFeatureExtractor()
-
-#             # Default timestamp for missing values (Unix epoch)
-#             DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
-
-#             # Use file timestamps from file_enriched, using epoch if not available
-#             creation_time = file_enriched.creation_time if file_enriched.creation_time else DEFAULT_TIMESTAMP
-#             modification_time = (
-#                 file_enriched.modification_time if file_enriched.modification_time else DEFAULT_TIMESTAMP
-#             )
-#             access_time = file_enriched.access_time if file_enriched.access_time else DEFAULT_TIMESTAMP
-
-#             # Extract features
-#             features = extractor.extract_indivdiual_features(
-#                 filepath=file_enriched.path,
-#                 size=file_enriched.size,
-#                 created_time=creation_time,
-#                 modified_time=modification_time,
-#                 accessed_time=access_time,
-#             )
-
-#             # Extract version and remove from features dict
-#             features_version = features.pop("_features_version")
-
-#             # Create labels dictionary
-#             labels = {
-#                 "has_finding": False,
-#                 "has_credential": False,
-#                 "has_dotnet_vulns": False,
-#                 "has_pii": False,
-#                 "has_yara_match": False,
-#                 "viewed": False,
-#             }
-
-#             # Fetch findings from database and update labels
-#             with psycopg.connect(postgres_connection_string) as conn:
-#                 with conn.cursor() as cur:
-#                     # First get the findings
-#                     cur.execute(
-#                         """
-#                         SELECT category, finding_name
-#                         FROM findings
-#                         WHERE object_id = %s
-#                     """,
-#                         (file_enriched.object_id,),
-#                     )
-
-#                     findings = cur.fetchall()
-
-#                     if findings:
-#                         labels["has_finding"] = True
-#                         for category, finding_name in findings:
-#                             if category == "credential":
-#                                 labels["has_credential"] = True
-#                             elif category == "vulnerability" and finding_name == "dotnet_vulns":
-#                                 labels["has_dotnet_vulns"] = True
-#                             elif category == "pii":
-#                                 labels["has_pii"] = True
-#                             elif category == "yara_match":
-#                                 labels["has_yara_match"] = True
-
-#                     # Parse timestamps to datetime objects if they're strings
-#                     def parse_timestamp(ts):
-#                         if isinstance(ts, str):
-#                             return datetime.fromisoformat(ts)
-#                         return ts
-
-#                     # Now insert into files_enriched_dataset
-#                     query = """
-#                     INSERT INTO files_enriched_dataset (
-#                         object_id, agent_id, source, project, timestamp, expiration,
-#                         path, file_creation_time, file_access_time, file_modification_time,
-#                         features_version, individual_features, labels
-#                     ) VALUES (
-#                         %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
-#                     ) ON CONFLICT (object_id) DO UPDATE SET
-#                         agent_id = EXCLUDED.agent_id,
-#                         source = EXCLUDED.source,
-#                         project = EXCLUDED.project,
-#                         timestamp = EXCLUDED.timestamp,
-#                         expiration = EXCLUDED.expiration,
-#                         path = EXCLUDED.path,
-#                         file_creation_time = EXCLUDED.file_creation_time,
-#                         file_access_time = EXCLUDED.file_access_time,
-#                         file_modification_time = EXCLUDED.file_modification_time,
-#                         features_version = EXCLUDED.features_version,
-#                         individual_features = EXCLUDED.individual_features,
-#                         labels = EXCLUDED.labels;
-#                     """
-
-#                     cur.execute(
-#                         query,
-#                         [
-#                             file_enriched.object_id,
-#                             file_enriched.agent_id,
-#                             file_enriched.source,
-#                             file_enriched.project,
-#                             parse_timestamp(file_enriched.timestamp),
-#                             parse_timestamp(file_enriched.expiration) if file_enriched.expiration else None,
-#                             file_enriched.path,
-#                             creation_time,
-#                             access_time,
-#                             modification_time,
-#                             features_version,
-#                             json.dumps(features),
-#                             json.dumps(labels),
-#                         ],
-#                     )
-#                     conn.commit()
-
-#             logger.info("Successfully stored file features in dataset", object_id=file_enriched.object_id)
-
-#     except Exception as e:
-#         logger.exception(e, message="Error extracting and storing features", activity_input=activity_input)
-#         raise
-
-
 @workflow_activity
 async def check_file_linkings(ctx, activity_input):
     """
@@ -962,3 +833,132 @@ def reload_yara_rules():
 
 
 # endregion
+
+
+# @workflow_runtime.activity
+# async def extract_and_store_features(ctx, activity_input):
+#     """Extract features from a file and store them in PostgreSQL."""
+#     try:
+#         logger.info("Starting feature extraction")
+#         object_id = activity_input["object_id"]
+#         file_enriched = get_file_enriched(object_id)
+
+#         # we only want to process things that were submitted and not things extracted/post-processed
+#         #   so things that don't have an originating_object_id
+#         if not file_enriched.originating_object_id:
+#             # Initialize feature extractor
+#             extractor = FileFeatureExtractor()
+
+#             # Default timestamp for missing values (Unix epoch)
+#             DEFAULT_TIMESTAMP = datetime(1970, 1, 1, 0, 0, 0, tzinfo=datetime.now().astimezone().tzinfo)
+
+#             # Use file timestamps from file_enriched, using epoch if not available
+#             creation_time = file_enriched.creation_time if file_enriched.creation_time else DEFAULT_TIMESTAMP
+#             modification_time = (
+#                 file_enriched.modification_time if file_enriched.modification_time else DEFAULT_TIMESTAMP
+#             )
+#             access_time = file_enriched.access_time if file_enriched.access_time else DEFAULT_TIMESTAMP
+
+#             # Extract features
+#             features = extractor.extract_indivdiual_features(
+#                 filepath=file_enriched.path,
+#                 size=file_enriched.size,
+#                 created_time=creation_time,
+#                 modified_time=modification_time,
+#                 accessed_time=access_time,
+#             )
+
+#             # Extract version and remove from features dict
+#             features_version = features.pop("_features_version")
+
+#             # Create labels dictionary
+#             labels = {
+#                 "has_finding": False,
+#                 "has_credential": False,
+#                 "has_dotnet_vulns": False,
+#                 "has_pii": False,
+#                 "has_yara_match": False,
+#                 "viewed": False,
+#             }
+
+#             # Fetch findings from database and update labels
+#             with psycopg.connect(postgres_connection_string) as conn:
+#                 with conn.cursor() as cur:
+#                     # First get the findings
+#                     cur.execute(
+#                         """
+#                         SELECT category, finding_name
+#                         FROM findings
+#                         WHERE object_id = %s
+#                     """,
+#                         (file_enriched.object_id,),
+#                     )
+
+#                     findings = cur.fetchall()
+
+#                     if findings:
+#                         labels["has_finding"] = True
+#                         for category, finding_name in findings:
+#                             if category == "credential":
+#                                 labels["has_credential"] = True
+#                             elif category == "vulnerability" and finding_name == "dotnet_vulns":
+#                                 labels["has_dotnet_vulns"] = True
+#                             elif category == "pii":
+#                                 labels["has_pii"] = True
+#                             elif category == "yara_match":
+#                                 labels["has_yara_match"] = True
+
+#                     # Parse timestamps to datetime objects if they're strings
+#                     def parse_timestamp(ts):
+#                         if isinstance(ts, str):
+#                             return datetime.fromisoformat(ts)
+#                         return ts
+
+#                     # Now insert into files_enriched_dataset
+#                     query = """
+#                     INSERT INTO files_enriched_dataset (
+#                         object_id, agent_id, source, project, timestamp, expiration,
+#                         path, file_creation_time, file_access_time, file_modification_time,
+#                         features_version, individual_features, labels
+#                     ) VALUES (
+#                         %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s, %s
+#                     ) ON CONFLICT (object_id) DO UPDATE SET
+#                         agent_id = EXCLUDED.agent_id,
+#                         source = EXCLUDED.source,
+#                         project = EXCLUDED.project,
+#                         timestamp = EXCLUDED.timestamp,
+#                         expiration = EXCLUDED.expiration,
+#                         path = EXCLUDED.path,
+#                         file_creation_time = EXCLUDED.file_creation_time,
+#                         file_access_time = EXCLUDED.file_access_time,
+#                         file_modification_time = EXCLUDED.file_modification_time,
+#                         features_version = EXCLUDED.features_version,
+#                         individual_features = EXCLUDED.individual_features,
+#                         labels = EXCLUDED.labels;
+#                     """
+
+#                     cur.execute(
+#                         query,
+#                         [
+#                             file_enriched.object_id,
+#                             file_enriched.agent_id,
+#                             file_enriched.source,
+#                             file_enriched.project,
+#                             parse_timestamp(file_enriched.timestamp),
+#                             parse_timestamp(file_enriched.expiration) if file_enriched.expiration else None,
+#                             file_enriched.path,
+#                             creation_time,
+#                             access_time,
+#                             modification_time,
+#                             features_version,
+#                             json.dumps(features),
+#                             json.dumps(labels),
+#                         ],
+#                     )
+#                     conn.commit()
+
+#             logger.info("Successfully stored file features in dataset", object_id=file_enriched.object_id)
+
+#     except Exception as e:
+#         logger.exception(e, message="Error extracting and storing features", activity_input=activity_input)
+#         raise

From 06b02149e8b50bfb28b78eef7f9b587bbc374e84 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 00:21:48 -0700
Subject: [PATCH 255/279] strongly typed subscriptions

---
 libs/common/common/models.py                  | 12 +++
 .../file_enrichment/controller.py             |  8 +-
 .../subscriptions/bulk_enrichment_handler.py  | 12 +--
 .../subscriptions/dotnet_handler.py           | 75 ++++++-------------
 .../subscriptions/noseyparker_handler.py      | 63 ++++------------
 .../file_enrichment/workflow.py               |  4 -
 projects/noseyparker_scanner/src/main.rs      | 26 +++----
 7 files changed, 66 insertions(+), 134 deletions(-)

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 2d655a3..22402ff 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -196,6 +196,18 @@ class NoseyParkerOutput(BaseModel):
             )
 
 
+##########################################
+#
+# Bulk Enrichment
+#
+##########################################
+
+
+class BulkEnrichmentTask(BaseModel):
+    enrichment_name: str
+    object_id: str
+
+
 ##########################################
 #
 # Model for files submitted to the API
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index af32832..3b4a07a 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,7 +5,7 @@ from contextlib import asynccontextmanager
 import asyncpg
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
-from common.models import CloudEvent, File
+from common.models import BulkEnrichmentTask, CloudEvent, DotNetOutput, File, NoseyParkerOutput
 from common.workflows.setup import set_fastapi_loop
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
@@ -179,19 +179,19 @@ async def process_file(event: CloudEvent[File]):
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
-async def process_dotnet_results(event: CloudEvent):
+async def process_dotnet_results(event: CloudEvent[DotNetOutput]):
     """Handler for incoming .NET processing results from the dotnet_service."""
     await process_dotnet_event(event.data, app.state.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
-async def process_nosey_parker_results(event: CloudEvent):
+async def process_nosey_parker_results(event: CloudEvent[NoseyParkerOutput]):
     """Handler for incoming Nosey Parker scan results"""
     await process_noseyparker_event(event.data, app.state.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
-async def process_bulk_enrichment_task(event: CloudEvent):
+async def process_bulk_enrichment_task(event: CloudEvent[BulkEnrichmentTask]):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
     from .workflow import global_module_map
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
index 5777aec..d8f3e0f 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
@@ -1,19 +1,19 @@
 """Handler for bulk enrichment task subscription events."""
 
 from common.logger import get_logger
+from common.models import BulkEnrichmentTask
 
 logger = get_logger(__name__)
 
 
-async def process_bulk_enrichment_event(data: dict, workflow_manager, global_module_map):
+async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manager, global_module_map):
     """Process individual bulk enrichment tasks"""
     try:
-        enrichment_name = data.get("enrichment_name")
-        object_id = data.get("object_id")
-        bulk_id = data.get("bulk_id")
+        enrichment_name = task.enrichment_name
+        object_id = task.object_id
 
         logger.debug(
-            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id, bulk_id=bulk_id
+            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id
         )
 
         # Check if module exists
@@ -26,7 +26,7 @@ async def process_bulk_enrichment_event(data: dict, workflow_manager, global_mod
             return
 
         # Prepare workflow input for single enrichment
-        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id, "bulk_id": bulk_id}
+        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id}
 
         # This will block if we're at max capacity, providing natural backpressure
         await workflow_manager.start_workflow_single_enrichment(workflow_input)
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index 7768520..4e1b951 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -1,8 +1,5 @@
 """Handler for .NET output subscription events."""
 
-import json
-import os
-
 import asyncpg
 from common.logger import get_logger
 from common.models import DotNetOutput
@@ -12,59 +9,31 @@ from file_enrichment.dotnet import store_dotnet_results
 logger = get_logger(__name__)
 
 
-async def process_dotnet_event(raw_data, pool: asyncpg.Pool):
+async def process_dotnet_event(dotnet_output: DotNetOutput, pool: asyncpg.Pool) -> None:
     """Process incoming .NET processing results from the dotnet_service"""
+
+    logger.debug("Received DotNet output event", data=dotnet_output.model_dump_json())
+
+    # Try to parse the event data into our DotNetOutput model
     try:
-        logger.debug(f"Received DotNet output event: {raw_data}", pid=os.getpid())
+        logger.debug("Processing dotnet results for object", object_id=dotnet_output.object_id)
 
-        # Try to parse the event data into our DotNetOutput model
-        try:
-            # If it's already a dict, use it directly
-            if isinstance(raw_data, dict):
-                dotnet_output = DotNetOutput(**raw_data)
-            # If it's a string, try to parse it as JSON
-            elif isinstance(raw_data, str):
-                parsed_data = json.loads(raw_data)
-                dotnet_output = DotNetOutput(**parsed_data)
-            else:
-                raise ValueError(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
+        object_id = dotnet_output.object_id
+        decompilation_object_id = dotnet_output.decompilation
+        analysis = dotnet_output.get_parsed_analysis()
 
-            object_id = dotnet_output.object_id
-            decompilation_object_id = dotnet_output.decompilation
-            analysis = dotnet_output.get_parsed_analysis()
+        file_enriched = await get_file_enriched_async(object_id)
 
-            logger.debug(f"Processing dotnet results for object {object_id}", pid=os.getpid())
+        await store_dotnet_results(
+            object_id=object_id,
+            decompilation_object_id=decompilation_object_id,
+            analysis=analysis,
+            pool=pool,
+            file_enriched=file_enriched,
+        )
 
-            # Get the file enriched data for creating transforms
-            try:
-                file_enriched = await get_file_enriched_async(object_id)
-            except Exception as e:
-                file_enriched = None
-                logger.warning(f"Could not get file_enriched for {object_id}: {e}", pid=os.getpid())
-
-            # Store the results in the database using our helper function
-            await store_dotnet_results(
-                object_id=object_id,
-                decompilation_object_id=decompilation_object_id,
-                analysis=analysis,
-                pool=pool,
-                file_enriched=file_enriched,
-            )
-
-        except Exception as parsing_error:
-            # If parsing fails, log the error and try to extract what we can
-            logger.warning(f"Error parsing DotNet output as model: {parsing_error}", pid=os.getpid())
-            logger.debug(f"Raw data: {raw_data}", pid=os.getpid())
-
-            # Try to extract object_id at minimum for logging
-            object_id = None
-            if hasattr(raw_data, "get"):
-                object_id = raw_data.get("object_id")
-            elif isinstance(raw_data, dict):
-                object_id = raw_data.get("object_id")
-
-            logger.error(f"Failed to process DotNet output for object_id: {object_id}", pid=os.getpid())
-
-    except Exception as e:
-        logger.exception(e, message="Error processing DotNet output event", pid=os.getpid())
-        raise
+    except Exception:
+        logger.error(
+            "Failed to process DotNet output for object_id",
+            object_id=dotnet_output.object_id,
+        )
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
index a29dad2..06ee4df 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
@@ -1,6 +1,5 @@
 """Handler for Nosey Parker output subscription events."""
 
-import json
 import os
 
 import asyncpg
@@ -11,59 +10,23 @@ from file_enrichment.noseyparker import store_noseyparker_results
 logger = get_logger(__name__)
 
 
-async def process_noseyparker_event(raw_data, pool: asyncpg.Pool):
+async def process_noseyparker_event(nosey_output: NoseyParkerOutput, pool: asyncpg.Pool):
     """Process incoming Nosey Parker scan results"""
     try:
-        # Extract the raw data
-        # logger.debug(f"Received NoseyParker output event: {raw_data}", pid=os.getpid())
+        # Now process the properly parsed output
+        object_id = nosey_output.object_id
+        matches = nosey_output.scan_result.matches
+        stats = nosey_output.scan_result.stats
 
-        # Try to parse the event data into our NoseyParkerOutput model
-        try:
-            # If it's already a dict, use the from_dict factory method
-            if isinstance(raw_data, dict):
-                nosey_output = NoseyParkerOutput.from_dict(raw_data)
-            # If it's a string, try to parse it as JSON
-            elif isinstance(raw_data, str):
-                parsed_data = json.loads(raw_data)
-                nosey_output = NoseyParkerOutput.from_dict(parsed_data)
-            else:
-                logger.warning(f"Unexpected data type: {type(raw_data)}", pid=os.getpid())
-                return
+        logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
 
-            # Now process the properly parsed output
-            object_id = nosey_output.object_id
-            matches = nosey_output.scan_result.matches
-            stats = nosey_output.scan_result.stats
-
-            logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
-
-            # Store the findings in the database using our helper function
-            await store_noseyparker_results(
-                object_id=object_id,
-                matches=matches,
-                scan_stats=stats,
-                pool=pool,
-            )
-
-        except Exception as parsing_error:
-            # If parsing fails, fall back to direct dictionary access
-            logger.warning(f"Error parsing NoseyParker output as model: {parsing_error}", pid=os.getpid())
-
-            if hasattr(raw_data, "get"):
-                object_id = raw_data.get("object_id")
-                scan_result = raw_data.get("scan_result", {})
-                matches = scan_result.get("matches", [])
-                stats = scan_result.get("stats", {})
-
-                logger.debug(f"Using dict access: Found {len(matches)} matches for {object_id}", pid=os.getpid())
-
-                # Store the findings using direct dict access
-                await store_noseyparker_results(
-                    object_id=f"{object_id}",
-                    matches=matches,
-                    scan_stats=stats,
-                    pool=pool,
-                )
+        # Store the findings in the database using our helper function
+        await store_noseyparker_results(
+            object_id=object_id,
+            matches=matches,
+            scan_stats=stats,
+            pool=pool,
+        )
 
     except Exception as e:
         logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index aa2a0d3..5103e33 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -720,13 +720,11 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
     try:
         enrichment_name = workflow_input["enrichment_name"]
         object_id = workflow_input["object_id"]
-        bulk_id = workflow_input.get("bulk_id")  # For tracking bulk operation progress
 
         workflow_logger.debug(
             "Starting single enrichment workflow",
             enrichment_name=enrichment_name,
             object_id=object_id,
-            bulk_id=bulk_id,
             instance_id=ctx.instance_id,
         )
 
@@ -742,7 +740,6 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
             "Single enrichment workflow completed",
             enrichment_name=enrichment_name,
             object_id=object_id,
-            bulk_id=bulk_id,
             result=result,
             instance_id=ctx.instance_id,
         )
@@ -754,7 +751,6 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
             "Error in single enrichment workflow",
             enrichment_name=enrichment_name if "enrichment_name" in locals() else "unknown",
             object_id=object_id if "object_id" in locals() else "unknown",
-            bulk_id=bulk_id if "bulk_id" in locals() else None,
             error=str(e),
         )
         raise
diff --git a/projects/noseyparker_scanner/src/main.rs b/projects/noseyparker_scanner/src/main.rs
index ea89411..d860b23 100644
--- a/projects/noseyparker_scanner/src/main.rs
+++ b/projects/noseyparker_scanner/src/main.rs
@@ -255,26 +255,15 @@ async fn handle_input_event(input: NoseyParkerInput) {
             let pubsub_name = std::env::var("PUBSUB_NAME").unwrap_or_else(|_| "pubsub".to_string());
             let output_topic = std::env::var("OUTPUT_TOPIC").unwrap_or_else(|_| "noseyparker-output".to_string());
 
-            // Publish the result to the output topic
-            let output_json = match serde_json::to_string(&output) {
-                Ok(json) => json,
-                Err(e) => {
-                    error!("Failed to serialize output to JSON: {}", e);
-                    return;
-                }
-            };
-
             info!("Publishing result to output topic: {}", output_topic);
 
             // Publish results through Dapr client
-            match dapr_publish_event(&pubsub_name, &output_topic, &output_json).await {
+            match dapr_publish_event(&pubsub_name, &output_topic, &output).await {
                 Ok(_) => {
                     info!("Successfully published result to Dapr output topic");
                 }
                 Err(e) => {
                     error!("Failed to publish result to Dapr: {:?}", e);
-                    // Print results to console as fallback
-                    info!("Results (not published): {}", output_json);
                 }
             }
         }
@@ -330,19 +319,22 @@ fn force_memory_cleanup() {
 }
 
 // Helper function to publish events
-async fn dapr_publish_event(pubsub_name: &str, topic: &str, data: &str) -> Result<(), anyhow::Error> {
+async fn dapr_publish_event(pubsub_name: &str, topic: &str, output: &NoseyParkerOutput) -> Result<(), anyhow::Error> {
     // Connect to Dapr sidecar - this uses DAPR_GRPC_PORT implicitly under the hood
     let dapr_addr = "http://127.0.0.1".to_string();
     let mut client = DaprClient::<TonicClient>::connect(dapr_addr.clone()).await?;
 
-    debug!("Publishing JSON: {}", data);
+    // Serialize to JSON bytes (not a string!)
+    let data_bytes = serde_json::to_vec(output)?;
 
-    // Publish the event
+    debug!("Publishing event to topic: {}", topic);
+
+    // Publish the event with proper content type
     client.publish_event(
         pubsub_name,
         topic,
-        data,
-        data.as_bytes().to_vec(),
+        "application/json",  // content type
+        data_bytes,
         None
     ).await?;
 

From 4b4db885dbaccbdd4cd03900802fbd7ecc2af6ab Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 00:34:19 -0700
Subject: [PATCH 256/279] update dotnet model

---
 libs/common/common/models.py                  | 27 ++++++++++---------
 .../subscriptions/dotnet_handler.py           |  2 +-
 .../subscriptions/file_handler.py             |  2 --
 .../subscriptions/noseyparker_handler.py      |  2 --
 4 files changed, 16 insertions(+), 17 deletions(-)

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 22402ff..1ed3550 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -3,7 +3,7 @@ from datetime import datetime
 from enum import Enum
 from typing import TYPE_CHECKING, Any
 
-from pydantic import BaseModel, ConfigDict, Field, field_serializer
+from pydantic import BaseModel, ConfigDict, Field, field_serializer, field_validator
 
 from .logger import get_logger
 
@@ -97,20 +97,23 @@ class DotNetOutput(BaseModel):
 
     object_id: str = Field(alias="objectId")
     decompilation: str | None = None
-    analysis: str | None = None
+    analysis: DotNetAssemblyAnalysis | None = None
 
-    def get_parsed_analysis(self) -> DotNetAssemblyAnalysis | None:
-        """Parse the analysis JSON string into a DotNetAssemblyAnalysis object"""
-        if not self.analysis:
+    @field_validator("analysis", mode="before")
+    @classmethod
+    def parse_analysis_json(cls, v):
+        """Parse analysis from JSON string if needed"""
+        if v is None:
             return None
-        try:
+        if isinstance(v, str):
             import json
 
-            analysis_data = json.loads(self.analysis)
-            return DotNetAssemblyAnalysis(**analysis_data)
-        except Exception as e:
-            logger.warning(f"Failed to parse DotNet analysis: {e}")
-            return None
+            try:
+                return json.loads(v)
+            except Exception as e:
+                logger.warning(f"Failed to parse DotNet analysis JSON: {e}")
+                return None
+        return v
 
 
 ##########################################
@@ -233,7 +236,7 @@ class File(BaseModel):
     access_time: str | None = None
     modification_time: str | None = None
 
-    @field_serializer('timestamp', 'expiration')
+    @field_serializer("timestamp", "expiration")
     def serialize_datetime(self, dt: datetime, _info):
         return dt.isoformat()
 
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index 4e1b951..e64f47f 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -20,7 +20,7 @@ async def process_dotnet_event(dotnet_output: DotNetOutput, pool: asyncpg.Pool)
 
         object_id = dotnet_output.object_id
         decompilation_object_id = dotnet_output.decompilation
-        analysis = dotnet_output.get_parsed_analysis()
+        analysis = dotnet_output.analysis
 
         file_enriched = await get_file_enriched_async(object_id)
 
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
index 01adae2..a4593c2 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
@@ -74,7 +74,6 @@ async def save_file_message(file: File, pool: asyncpg.Pool):
 async def process_file_event(file: File, workflow_manager, module_execution_order: list, pool: asyncpg.Pool):
     """Process incoming file events"""
     try:
-        # Save the file message to database first for recovery purposes
         await save_file_message(file, pool)
 
         workflow_input = {
@@ -82,7 +81,6 @@ async def process_file_event(file: File, workflow_manager, module_execution_orde
             "execution_order": module_execution_order,
         }
 
-        # This will block if we're at max capacity, providing natural backpressure
         await workflow_manager.start_workflow(workflow_input)
 
     except Exception as e:
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
index 06ee4df..099ae4d 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
@@ -13,14 +13,12 @@ logger = get_logger(__name__)
 async def process_noseyparker_event(nosey_output: NoseyParkerOutput, pool: asyncpg.Pool):
     """Process incoming Nosey Parker scan results"""
     try:
-        # Now process the properly parsed output
         object_id = nosey_output.object_id
         matches = nosey_output.scan_result.matches
         stats = nosey_output.scan_result.stats
 
         logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
 
-        # Store the findings in the database using our helper function
         await store_noseyparker_results(
             object_id=object_id,
             matches=matches,

From d217e66767537c8977c97c4d130b2435f9a4bfd9 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 00:49:18 -0700
Subject: [PATCH 257/279] update postgres listener to asyncpg

---
 .../file_enrichment/controller.py             |   2 +-
 .../file_enrichment/postgres_notifications.py | 121 +++++++++++-------
 2 files changed, 76 insertions(+), 47 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 3b4a07a..f674ca7 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -94,7 +94,7 @@ async def lifespan(app: FastAPI):
             try:
                 # Start PostgreSQL NOTIFY listener in background
                 postgres_notify_listener_task = asyncio.create_task(
-                    postgres_notify_listener(postgres_connection_string, workflow_manager)
+                    postgres_notify_listener(asyncpg_pool, workflow_manager)
                 )
                 logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
 
diff --git a/projects/file_enrichment/file_enrichment/postgres_notifications.py b/projects/file_enrichment/file_enrichment/postgres_notifications.py
index f5003d4..2ec70e8 100644
--- a/projects/file_enrichment/file_enrichment/postgres_notifications.py
+++ b/projects/file_enrichment/file_enrichment/postgres_notifications.py
@@ -2,7 +2,7 @@
 import asyncio
 import os
 
-import psycopg
+import asyncpg
 from common.logger import get_logger
 
 from .workflow import reload_yara_rules
@@ -11,7 +11,7 @@ from .workflow_manager import WorkflowManager
 logger = get_logger(__name__)
 
 
-async def postgres_notify_listener(postgres_connection_string: str, workflow_manager: WorkflowManager) -> None:
+async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager: WorkflowManager) -> None:
     """
     Listen for PostgreSQL NOTIFY events for yara reload and workflow reset.
     Runs in background task to handle notifications across all workers/replicas.
@@ -23,56 +23,77 @@ async def postgres_notify_listener(postgres_connection_string: str, workflow_man
     max_retry_delay = 60  # Max 60 seconds between retries
 
     while True:
+        conn = None
         try:
-            # Use async connection for LISTEN
-            async with await psycopg.AsyncConnection.connect(postgres_connection_string, autocommit=True) as conn:
-                logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
-                retry_delay = 1  # Reset retry delay on successful connection
+            # Acquire a dedicated connection from the pool for listening
+            conn = await asyncpg_pool.acquire()
+            logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
+            retry_delay = 1  # Reset retry delay on successful connection
 
-                # Listen to our notification channels
-                await conn.execute("LISTEN nemesis_yara_reload")
-                await conn.execute("LISTEN nemesis_workflow_reset")
+            # Create a queue to receive notifications
+            notification_queue = asyncio.Queue()
 
-                logger.info(
-                    "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
-                    pid=os.getppid(),
-                )
-
-                # Process notifications with timeout to prevent hanging
+            # Callback function to handle notifications
+            def notification_handler(connection, pid, channel, payload):
                 try:
-                    async for notify in conn.notifies():
-                        try:
-                            logger.info(
-                                f"Received PostgreSQL notification: channel={notify.channel}, payload={notify.payload}, pid={os.getpid()}"
-                            )
-
-                            if notify.channel == "nemesis_yara_reload":
-                                logger.info("Processing yara reload notification", pid=os.getppid())
-                                reload_yara_rules()
-
-                            elif notify.channel == "nemesis_workflow_reset":
-                                logger.info("Processing workflow reset notification", pid=os.getppid())
-                                if workflow_manager is not None:
-                                    result = await workflow_manager.reset()
-                                    logger.info("Workflow manager reset completed", result=result)
-                                else:
-                                    logger.warning("Workflow manager not initialized, skipping reset")
-
-                        except Exception as e:
-                            logger.exception(
-                                "Error processing PostgreSQL notification",
-                                channel=notify.channel,
-                                payload=notify.payload,
-                                error=str(e),
-                                pid=os.getpid(),
-                            )
-                except asyncio.CancelledError:
-                    logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
-                    break
+                    notification_queue.put_nowait((channel, payload))
                 except Exception as e:
-                    logger.exception("Error in notification loop", error=str(e), pid=os.getpid())
-                    raise
+                    logger.error("Error queuing notification", error=str(e))
 
+            # Add listeners for our notification channels
+            await conn.add_listener("nemesis_yara_reload", notification_handler)
+            await conn.add_listener("nemesis_workflow_reset", notification_handler)
+
+            logger.info(
+                "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
+                pid=os.getppid(),
+            )
+
+            # Process notifications
+            try:
+                while True:
+                    try:
+                        # Wait for notification with timeout to allow for cancellation checks
+                        channel, payload = await asyncio.wait_for(notification_queue.get(), timeout=5.0)
+
+                        logger.info(
+                            f"Received PostgreSQL notification: channel={channel}, payload={payload}, pid={os.getpid()}"
+                        )
+
+                        if channel == "nemesis_yara_reload":
+                            logger.info("Processing yara reload notification", pid=os.getppid())
+                            reload_yara_rules()
+
+                        elif channel == "nemesis_workflow_reset":
+                            logger.info("Processing workflow reset notification", pid=os.getppid())
+                            if workflow_manager is not None:
+                                result = await workflow_manager.reset()
+                                logger.info("Workflow manager reset completed", result=result)
+                            else:
+                                logger.warning("Workflow manager not initialized, skipping reset")
+
+                    except asyncio.TimeoutError:
+                        # No notification received, continue listening
+                        continue
+                    except Exception as e:
+                        logger.exception(
+                            "Error processing PostgreSQL notification",
+                            error=str(e),
+                            pid=os.getpid(),
+                        )
+            except asyncio.CancelledError:
+                logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                # Remove listeners before breaking
+                try:
+                    await conn.remove_listener("nemesis_yara_reload", notification_handler)
+                    await conn.remove_listener("nemesis_workflow_reset", notification_handler)
+                except Exception:
+                    pass
+                break
+
+        except asyncio.CancelledError:
+            logger.info("PostgreSQL NOTIFY listener cancelled during connection", pid=os.getppid())
+            break
         except Exception as e:
             logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e), pid=os.getppid())
 
@@ -81,3 +102,11 @@ async def postgres_notify_listener(postgres_connection_string: str, workflow_man
             retry_delay = min(retry_delay * 2, max_retry_delay)
 
             logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...", pid=os.getppid())
+        finally:
+            # Always release the connection back to the pool
+            if conn is not None:
+                try:
+                    await asyncpg_pool.release(conn)
+                    logger.debug("Released PostgreSQL connection back to pool", pid=os.getppid())
+                except Exception as e:
+                    logger.error("Error releasing connection to pool", error=str(e), pid=os.getppid())

From c7577cff612d62e5cd7210cbe4732eb0a26dd24c Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 00:55:44 -0700
Subject: [PATCH 258/279] remove pid from logs

---
 .../file_enrichment/controller.py             |  8 +++---
 .../file_enrichment/postgres_notifications.py | 27 +++++++++----------
 2 files changed, 16 insertions(+), 19 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index f674ca7..513e356 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -96,11 +96,11 @@ async def lifespan(app: FastAPI):
                 postgres_notify_listener_task = asyncio.create_task(
                     postgres_notify_listener(asyncpg_pool, workflow_manager)
                 )
-                logger.info("Started PostgreSQL NOTIFY listener task", pid=os.getppid())
+                logger.info("Started PostgreSQL NOTIFY listener task")
 
                 # Start masterkey watcher in background
                 background_dpapi_task = asyncio.create_task(dpapi_background_monitor(app.state.dpapi_manager))
-                logger.info("Started masterkey watcher task", pid=os.getpid())
+                logger.info("Started masterkey watcher task")
 
                 # Recover any interrupted workflows before starting normal processing
                 await recover_interrupted_workflows(asyncpg_pool)
@@ -133,12 +133,12 @@ async def lifespan(app: FastAPI):
 
                 # Cancel PostgreSQL NOTIFY listener
                 if postgres_notify_listener_task and not postgres_notify_listener_task.done():
-                    logger.info("Cancelling PostgreSQL NOTIFY listener...", pid=os.getppid())
+                    logger.info("Cancelling PostgreSQL NOTIFY listener...")
                     postgres_notify_listener_task.cancel()
                     try:
                         await postgres_notify_listener_task
                     except asyncio.CancelledError:
-                        logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                        logger.info("PostgreSQL NOTIFY listener cancelled")
 
                 if wf_runtime:
                     wf_runtime.shutdown()
diff --git a/projects/file_enrichment/file_enrichment/postgres_notifications.py b/projects/file_enrichment/file_enrichment/postgres_notifications.py
index 2ec70e8..74afd35 100644
--- a/projects/file_enrichment/file_enrichment/postgres_notifications.py
+++ b/projects/file_enrichment/file_enrichment/postgres_notifications.py
@@ -17,7 +17,7 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
     Runs in background task to handle notifications across all workers/replicas.
     """
 
-    logger.info("Starting PostgreSQL NOTIFY listener...", pid=os.getppid())
+    logger.info("Starting PostgreSQL NOTIFY listener...")
 
     retry_delay = 1  # Start with 1 second retry delay
     max_retry_delay = 60  # Max 60 seconds between retries
@@ -27,7 +27,7 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
         try:
             # Acquire a dedicated connection from the pool for listening
             conn = await asyncpg_pool.acquire()
-            logger.info("Connected to PostgreSQL for NOTIFY listening", pid=os.getppid())
+            logger.info("Connected to PostgreSQL for NOTIFY listening")
             retry_delay = 1  # Reset retry delay on successful connection
 
             # Create a queue to receive notifications
@@ -44,10 +44,7 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
             await conn.add_listener("nemesis_yara_reload", notification_handler)
             await conn.add_listener("nemesis_workflow_reset", notification_handler)
 
-            logger.info(
-                "Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset",
-                pid=os.getppid(),
-            )
+            logger.info("Listening for PostgreSQL notifications on nemesis_yara_reload and nemesis_workflow_reset")
 
             # Process notifications
             try:
@@ -61,18 +58,18 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
                         )
 
                         if channel == "nemesis_yara_reload":
-                            logger.info("Processing yara reload notification", pid=os.getppid())
+                            logger.info("Processing yara reload notification")
                             reload_yara_rules()
 
                         elif channel == "nemesis_workflow_reset":
-                            logger.info("Processing workflow reset notification", pid=os.getppid())
+                            logger.info("Processing workflow reset notification")
                             if workflow_manager is not None:
                                 result = await workflow_manager.reset()
                                 logger.info("Workflow manager reset completed", result=result)
                             else:
                                 logger.warning("Workflow manager not initialized, skipping reset")
 
-                    except asyncio.TimeoutError:
+                    except TimeoutError:
                         # No notification received, continue listening
                         continue
                     except Exception as e:
@@ -82,7 +79,7 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
                             pid=os.getpid(),
                         )
             except asyncio.CancelledError:
-                logger.info("PostgreSQL NOTIFY listener cancelled", pid=os.getppid())
+                logger.info("PostgreSQL NOTIFY listener cancelled")
                 # Remove listeners before breaking
                 try:
                     await conn.remove_listener("nemesis_yara_reload", notification_handler)
@@ -92,21 +89,21 @@ async def postgres_notify_listener(asyncpg_pool: asyncpg.Pool, workflow_manager:
                 break
 
         except asyncio.CancelledError:
-            logger.info("PostgreSQL NOTIFY listener cancelled during connection", pid=os.getppid())
+            logger.info("PostgreSQL NOTIFY listener cancelled during connection")
             break
         except Exception as e:
-            logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e), pid=os.getppid())
+            logger.exception("PostgreSQL NOTIFY listener connection error", error=str(e))
 
             # Exponential backoff with jitter
             await asyncio.sleep(retry_delay + (retry_delay * 0.1))  # Add 10% jitter
             retry_delay = min(retry_delay * 2, max_retry_delay)
 
-            logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...", pid=os.getppid())
+            logger.info(f"Retrying PostgreSQL NOTIFY listener in {retry_delay} seconds...")
         finally:
             # Always release the connection back to the pool
             if conn is not None:
                 try:
                     await asyncpg_pool.release(conn)
-                    logger.debug("Released PostgreSQL connection back to pool", pid=os.getppid())
+                    logger.debug("Released PostgreSQL connection back to pool")
                 except Exception as e:
-                    logger.error("Error releasing connection to pool", error=str(e), pid=os.getppid())
+                    logger.error("Error releasing connection to pool", error=str(e))

From 17e89f202fc278456276c16dbfb43f301c8305cc Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 09:55:46 -0700
Subject: [PATCH 259/279] move run_enrichment_modules into activity region

---
 .../file_enrichment/workflow.py                | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 5103e33..edb771d 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -405,15 +405,6 @@ async def publish_enriched_file(ctx, activity_input):
         return False
 
 
-# endregion
-
-##########################################
-#
-# region Dapr workflows
-#
-##########################################
-
-
 @workflow_activity
 async def run_enrichment_modules(ctx, activity_input: dict):
     """Activity that runs all enrichment modules for a file with single file download."""
@@ -603,6 +594,15 @@ async def run_enrichment_modules(ctx, activity_input: dict):
     return results
 
 
+# endregion
+
+##########################################
+#
+# region Dapr workflows
+#
+##########################################
+
+
 @wf_runtime.workflow
 def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Main workflow that orchestrates all enrichment activities."""

From d5db5ec6c1a07f2d849d9dd39b0f5bd7985734b0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 09:58:20 -0700
Subject: [PATCH 260/279] remove debug code

---
 .../file_enrichment/workflow.py               | 35 -------------------
 1 file changed, 35 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index edb771d..57c4d8a 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -463,41 +463,6 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                         result: EnrichmentResult = result_or_coro
 
                     if result:
-                        # Debug: Check for coroutines in the result before serialization
-                        import inspect
-
-                        def check_for_coroutines(obj, path="root"):
-                            """Recursively check for coroutines in nested structures."""
-                            if inspect.iscoroutine(obj):
-                                logger.error(f"FOUND COROUTINE at {path}: {obj}")
-                                return True
-                            elif isinstance(obj, dict):
-                                for key, value in obj.items():
-                                    if check_for_coroutines(value, f"{path}.{key}"):
-                                        return True
-                            elif isinstance(obj, (list, tuple)):
-                                for i, item in enumerate(obj):
-                                    if check_for_coroutines(item, f"{path}[{i}]"):
-                                        return True
-                            return False
-
-                        # Check the result object
-                        try:
-                            result_dict = result.model_dump(mode="json")
-                            if check_for_coroutines(result_dict, f"result({module_name})"):
-                                logger.error(
-                                    "Coroutine found in enrichment result before serialization",
-                                    module_name=module_name,
-                                    object_id=object_id,
-                                    result_keys=list(result_dict.keys()) if isinstance(result_dict, dict) else None,
-                                )
-                        except Exception as debug_err:
-                            logger.error(
-                                "Error during coroutine debug check",
-                                module_name=module_name,
-                                error=str(debug_err),
-                            )
-
                         # Store enrichment result directly in database (same as before)
                         async with postgres_pool.acquire() as conn:
                             # Store enrichment

From aa7bc4dc01fc4ecc25c0a5a9b11ab2b12ae24c5a Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 10:06:51 -0700
Subject: [PATCH 261/279] refactor/simplify run_enrichment_modules

---
 .../file_enrichment/workflow.py               | 226 ++++++++++--------
 1 file changed, 122 insertions(+), 104 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 57c4d8a..bf97e96 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -405,6 +405,123 @@ async def publish_enriched_file(ctx, activity_input):
         return False
 
 
+def determine_modules_to_process(object_id: str, temp_file_path: str, execution_order: list[str]) -> list[str]:
+    """First pass: determine which modules should process this file."""
+    modules_to_process = []
+
+    for module_name in execution_order:
+        if module_name not in global_module_map:
+            logger.warning("Module not found", module_name=module_name)
+            continue
+
+        module = global_module_map[module_name]
+        try:
+            should_process = module.should_process(object_id, temp_file_path)
+
+            if should_process:
+                modules_to_process.append(module_name)
+        except Exception as e:
+            logger.exception("Error in should_process", module_name=module_name, error=str(e))
+
+    logger.info("Modules selected for processing", object_id=object_id, modules_to_process=modules_to_process)
+    return modules_to_process
+
+
+async def execute_enrichment_module(object_id: str, temp_file_path: str, module_name: str) -> EnrichmentResult | None:
+    """Second pass: process a single module and return its result."""
+    module = global_module_map[module_name]
+    logger.debug("Starting module processing", module_name=module_name)
+
+    # Check if the module's process method returns a coroutine (async)
+    result_or_coro = module.process(object_id, temp_file_path)
+    if hasattr(result_or_coro, "__await__"):
+        # It's a coroutine, await it
+        result: EnrichmentResult = await result_or_coro
+    else:
+        # It's a synchronous result
+        result: EnrichmentResult = result_or_coro
+
+    return result
+
+
+async def store_enrichment_results(object_id: str, module_name: str, result: EnrichmentResult):
+    """Store enrichment results, transforms, and findings in the database."""
+    async with postgres_pool.acquire() as conn:
+        # Store enrichment
+        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+        await conn.execute(
+            """
+            INSERT INTO enrichments (object_id, module_name, result_data)
+            VALUES ($1, $2, $3)
+        """,
+            object_id,
+            module_name,
+            results_escaped,
+        )
+
+        # Store any transforms
+        if result.transforms:
+            for transform in result.transforms:
+                await conn.execute(
+                    """
+                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                    VALUES ($1, $2, $3, $4)
+                """,
+                    object_id,
+                    transform.type,
+                    transform.object_id,
+                    json.dumps(transform.metadata) if transform.metadata else None,
+                )
+
+        # Store any findings
+        if result.findings:
+            for finding in result.findings:
+                await conn.execute(
+                    """
+                    INSERT INTO findings (
+                        finding_name, category, severity, object_id,
+                        origin_type, origin_name, raw_data, data
+                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                """,
+                    finding.finding_name,
+                    finding.category,
+                    finding.severity,
+                    object_id,
+                    finding.origin_type,
+                    finding.origin_name,
+                    json.dumps(finding.raw_data),
+                    json.dumps([obj.model_dump_json() for obj in finding.data]),
+                )
+
+        # Update workflow in database with successful module
+        await conn.execute(
+            """
+            UPDATE workflows
+            SET enrichments_success = array_append(enrichments_success, $1)
+            WHERE object_id = $2
+            """,
+            module_name,
+            object_id,
+        )
+
+
+async def record_module_failure(object_id: str, module_name: str, error: Exception):
+    """Record a module failure in the database."""
+    try:
+        async with postgres_pool.acquire() as conn:
+            await conn.execute(
+                """
+                UPDATE workflows
+                SET enrichments_failure = array_append(enrichments_failure, $1)
+                WHERE object_id = $2
+                """,
+                f"{module_name}:{str(error)[:100]}",
+                object_id,
+            )
+    except Exception as db_error:
+        logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
+
+
 @workflow_activity
 async def run_enrichment_modules(ctx, activity_input: dict):
     """Activity that runs all enrichment modules for a file with single file download."""
@@ -417,7 +534,6 @@ async def run_enrichment_modules(ctx, activity_input: dict):
     results = []
 
     try:
-        # Download the file once at the beginning
         with storage.download(object_id) as temp_file:
             logger.debug(
                 "Downloaded file for processing",
@@ -426,101 +542,15 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                 size=os.path.getsize(temp_file.name),
             )
 
-            # First pass: determine which modules should process this file
-            modules_to_process = []
-            for module_name in execution_order:
-                if module_name not in global_module_map:
-                    logger.warning("Module not found", module_name=module_name)
-                    continue
+            modules_to_process = determine_modules_to_process(object_id, temp_file.name, execution_order)
 
-                module = global_module_map[module_name]
-                try:
-                    should_process = module.should_process(object_id, temp_file.name)
-
-                    if should_process:
-                        modules_to_process.append(module_name)
-                    #     logger.debug("Module will process file", module_name=module_name)
-                    # else:
-                    #     logger.debug("Module will skip file", module_name=module_name)
-                except Exception as e:
-                    logger.exception("Error in should_process", module_name=module_name, error=str(e))
-
-            logger.info("Modules selected for processing", object_id=object_id, modules_to_process=modules_to_process)
-
-            # Second pass: process with modules that should run
             for module_name in modules_to_process:
                 try:
-                    module = global_module_map[module_name]
-                    logger.debug("Starting module processing", module_name=module_name)
-
-                    # Check if the module's process method returns a coroutine (async)
-                    result_or_coro = module.process(object_id, temp_file.name)
-                    if hasattr(result_or_coro, "__await__"):
-                        # It's a coroutine, await it
-                        result: EnrichmentResult = await result_or_coro
-                    else:
-                        # It's a synchronous result
-                        result: EnrichmentResult = result_or_coro
+                    result = await execute_enrichment_module(object_id, temp_file.name, module_name)
 
                     if result:
-                        # Store enrichment result directly in database (same as before)
-                        async with postgres_pool.acquire() as conn:
-                            # Store enrichment
-                            results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-                            await conn.execute(
-                                """
-                                INSERT INTO enrichments (object_id, module_name, result_data)
-                                VALUES ($1, $2, $3)
-                            """,
-                                object_id,
-                                module_name,
-                                results_escaped,
-                            )
-
-                            # Store any transforms
-                            if result.transforms:
-                                for transform in result.transforms:
-                                    await conn.execute(
-                                        """
-                                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                                        VALUES ($1, $2, $3, $4)
-                                    """,
-                                        object_id,
-                                        transform.type,
-                                        transform.object_id,
-                                        json.dumps(transform.metadata) if transform.metadata else None,
-                                    )
-
-                            # Store any findings
-                            if result.findings:
-                                for finding in result.findings:
-                                    await conn.execute(
-                                        """
-                                        INSERT INTO findings (
-                                            finding_name, category, severity, object_id,
-                                            origin_type, origin_name, raw_data, data
-                                        ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
-                                    """,
-                                        finding.finding_name,
-                                        finding.category,
-                                        finding.severity,
-                                        object_id,
-                                        finding.origin_type,
-                                        finding.origin_name,
-                                        json.dumps(finding.raw_data),
-                                        json.dumps([obj.model_dump_json() for obj in finding.data]),
-                                    )
-
-                            # Update workflow in database with successful module
-                            await conn.execute(
-                                """
-                                UPDATE workflows
-                                SET enrichments_success = array_append(enrichments_success, $1)
-                                WHERE object_id = $2
-                                """,
-                                module_name,
-                                object_id,
-                            )
+                        # Store enrichment result directly in database
+                        await store_enrichment_results(object_id, module_name, result)
 
                         results.append((module_name, {"status": "success", "module": module_name}))
                         logger.debug("Module completed successfully", module_name=module_name)
@@ -534,19 +564,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
                     )
 
                     # Update workflow in database with failed module
-                    try:
-                        async with postgres_pool.acquire() as conn:
-                            await conn.execute(
-                                """
-                                UPDATE workflows
-                                SET enrichments_failure = array_append(enrichments_failure, $1)
-                                WHERE object_id = $2
-                                """,
-                                f"{module_name}:{str(e)[:100]}",
-                                object_id,
-                            )
-                    except Exception as db_error:
-                        logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
+                    await record_module_failure(object_id, module_name, e)
 
                     results.append((module_name, None))
                     # Continue with other modules instead of raising

From 0f1722963e06fba34fb2e89ea848a70c93e3d697 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 16:17:51 -0700
Subject: [PATCH 262/279] Refactor global state in file enrichment

- Move global variables to dedicated global_vars module
- Update all references to use global_vars for asyncpg_pool, storage, etc.
- Consolidate dotnet_handler logic: merge store_dotnet_results into module
- Simplify function signatures by removing pool parameters
---
 .../file_enrichment_modules/module_loader.py  |   4 +-
 .../file_enrichment/controller.py             |  36 +--
 .../file_enrichment/global_vars.py            |  32 ++
 .../file_enrichment/routes/enrichments.py     |   7 +-
 .../subscriptions/dotnet_handler.py           | 278 +++++++++++++++++-
 .../subscriptions/file_handler.py             |  10 +-
 .../file_enrichment/workflow.py               |  70 ++---
 .../file_enrichment/workflow_manager.py       |  53 ++--
 8 files changed, 362 insertions(+), 128 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/global_vars.py

diff --git a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
index 117f1b2..b5e4b33 100644
--- a/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
+++ b/libs/file_enrichment_modules/file_enrichment_modules/module_loader.py
@@ -14,11 +14,11 @@ class EnrichmentModule:
         self.name = name
         self.dependencies = dependencies or []
 
-    def should_process(self, object_id: str) -> bool:
+    def should_process(self, object_id: str, file_path: str | None = None) -> bool:
         """Determine if this module should process the given file."""
         raise NotImplementedError
 
-    def process(self, object_id: str) -> EnrichmentResult | None:
+    def process(self, object_id: str, file_path: str | None = None) -> EnrichmentResult | None:
         """Process the file and return enrichment results."""
         raise NotImplementedError
 
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 513e356..1c54199 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -15,6 +15,7 @@ from file_enrichment.workflow_recovery import recover_interrupted_workflows
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 
+from . import global_vars
 from .debug_utils import setup_debug_signals
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
 from .routes.enrichments import router as enrichments_router
@@ -22,7 +23,7 @@ from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
 from .subscriptions.dotnet_handler import process_dotnet_event
 from .subscriptions.file_handler import process_file_event
 from .subscriptions.noseyparker_handler import process_noseyparker_event
-from .workflow import get_workflow_client, initialize_workflow_runtime, wf_runtime
+from .workflow import initialize_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
@@ -51,7 +52,6 @@ async def lifespan(app: FastAPI):
 
     logger.info("Initializing workflow runtime...", pid=os.getpid())
 
-    # Setup debug signal handlers for diagnosing blocking issues
     setup_debug_signals()
 
     app.state.event_loop = asyncio.get_running_loop()
@@ -60,16 +60,16 @@ async def lifespan(app: FastAPI):
     dapr_client = DaprClient()
     postgres_connection_string = get_postgres_connection_str(dapr_client)
 
-    asyncpg_pool = await asyncpg.create_pool(
+    global_vars.asyncpg_pool = await asyncpg.create_pool(
         postgres_connection_string,
         min_size=5,
         max_size=15,
     )
-    app.state.asyncpg_pool = asyncpg_pool
+    # global_vars.asyncpg_pool = asyncpg_pool
 
     # Initialize global DpapiManager for the application lifetime
     dpapi_manager = NemesisDpapiManager(
-        storage_backend=asyncpg_pool,
+        storage_backend=global_vars.asyncpg_pool,
         auto_decrypt=True,
         publisher=DaprDpapiEventPublisher(dapr_client, loop=app.state.event_loop),
     )
@@ -77,24 +77,22 @@ async def lifespan(app: FastAPI):
     app.state.dpapi_manager = dpapi_manager
 
     # Initialize workflow runtime and modules
-    module_execution_order = await initialize_workflow_runtime(dpapi_manager, asyncpg_pool)
+    module_execution_order = await initialize_workflow_runtime(dpapi_manager)
 
     # Wait a bit for runtime to initialize
     await asyncio.sleep(5)
 
-    client = get_workflow_client()
-    if client is None:
-        raise ValueError("Workflow client not available after initialization")
-
     try:
         # Use async context manager for WorkflowManager
-        async with WorkflowManager(pool=asyncpg_pool, max_execution_time=max_workflow_execution_time) as wf_manager:
+        async with WorkflowManager(
+            pool=global_vars.asyncpg_pool, max_execution_time=max_workflow_execution_time
+        ) as wf_manager:
             workflow_manager = wf_manager
 
             try:
                 # Start PostgreSQL NOTIFY listener in background
                 postgres_notify_listener_task = asyncio.create_task(
-                    postgres_notify_listener(asyncpg_pool, workflow_manager)
+                    postgres_notify_listener(global_vars.asyncpg_pool, workflow_manager)
                 )
                 logger.info("Started PostgreSQL NOTIFY listener task")
 
@@ -103,12 +101,11 @@ async def lifespan(app: FastAPI):
                 logger.info("Started masterkey watcher task")
 
                 # Recover any interrupted workflows before starting normal processing
-                await recover_interrupted_workflows(asyncpg_pool)
+                await recover_interrupted_workflows(global_vars.asyncpg_pool)
 
                 logger.info(
                     "Workflow runtime initialized successfully",
                     module_execution_order=module_execution_order,
-                    client_available=client is not None,
                     pid=os.getpid(),
                 )
 
@@ -146,9 +143,8 @@ async def lifespan(app: FastAPI):
                 dapr_client.close()
 
     finally:
-        # Close asyncpg pool
-        if asyncpg_pool:
-            await asyncpg_pool.close()
+        if global_vars.asyncpg_pool:
+            await global_vars.asyncpg_pool.close()
             logger.info("AsyncPG pool closed", pid=os.getpid())
 
 
@@ -175,19 +171,19 @@ async def healthcheck():
 async def process_file(event: CloudEvent[File]):
     """Handler for incoming file events"""
     global workflow_manager
-    await process_file_event(event.data, workflow_manager, module_execution_order, app.state.asyncpg_pool)
+    await process_file_event(event.data, workflow_manager, module_execution_order)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
 async def process_dotnet_results(event: CloudEvent[DotNetOutput]):
     """Handler for incoming .NET processing results from the dotnet_service."""
-    await process_dotnet_event(event.data, app.state.asyncpg_pool)
+    await process_dotnet_event(event.data, global_vars.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
 async def process_nosey_parker_results(event: CloudEvent[NoseyParkerOutput]):
     """Handler for incoming Nosey Parker scan results"""
-    await process_noseyparker_event(event.data, app.state.asyncpg_pool)
+    await process_noseyparker_event(event.data, global_vars.asyncpg_pool)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
diff --git a/projects/file_enrichment/file_enrichment/global_vars.py b/projects/file_enrichment/file_enrichment/global_vars.py
new file mode 100644
index 0000000..8ee9cf1
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/global_vars.py
@@ -0,0 +1,32 @@
+# src/workflow/workflow.py
+import asyncio
+import os
+
+import asyncpg
+import dapr.ext.workflow as wf
+from common.db import get_postgres_connection_str
+from common.logger import WORKFLOW_CLIENT_LOG_LEVEL
+from common.storage import StorageMinio
+from dapr.ext.workflow.logger.options import LoggerOptions
+from file_enrichment_modules.module_loader import EnrichmentModule
+from file_linking import FileLinkingEngine
+
+workflow_client = wf.DaprWorkflowClient(
+    logger_options=LoggerOptions(
+        log_level=WORKFLOW_CLIENT_LOG_LEVEL,
+    )
+)
+activity_functions = {}
+storage = StorageMinio()
+global_module_map: dict[str, EnrichmentModule] = {}  # Enrichment modules loaded at initialization
+
+_dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
+gotenberg_url = f"http://localhost:{_dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
+
+nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
+nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
+
+asyncpg_pool: asyncpg.Pool = None  # Connection pool for database operations
+
+file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
+asyncio_loop: asyncio.AbstractEventLoop = None
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index f0db38a..2ad45f9 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -4,14 +4,17 @@ import asyncio
 import json
 import os
 import uuid
+from typing import TYPE_CHECKING
 
-import asyncpg
 import common.helpers as helpers
 from common.logger import get_logger
 from fastapi import APIRouter, Body, HTTPException, Path, Request
-from file_enrichment.workflow import global_module_map
+from file_enrichment.global_vars import global_module_map
 from pydantic import BaseModel
 
+if TYPE_CHECKING:
+    import asyncpg
+
 logger = get_logger(__name__)
 
 router = APIRouter(tags=["enrichments"])
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
index e64f47f..d172881 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
@@ -1,15 +1,274 @@
 """Handler for .NET output subscription events."""
 
-import asyncpg
+import json
+import uuid
+from typing import Any
+
+import file_enrichment.global_vars as global_vars
+from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
-from common.models import DotNetOutput
+from common.models import (
+    DotNetAssemblyAnalysis,
+    DotNetOutput,
+    EnrichmentResult,
+    File,
+    FileEnriched,
+    FileObject,
+    Finding,
+    FindingCategory,
+    FindingOrigin,
+    Transform,
+)
 from common.state_helpers import get_file_enriched_async
-from file_enrichment.dotnet import store_dotnet_results
+from dapr.clients import DaprClient
 
 logger = get_logger(__name__)
 
 
-async def process_dotnet_event(dotnet_output: DotNetOutput, pool: asyncpg.Pool) -> None:
+def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
+    """
+    Creates a markdown summary of DotNet assembly analysis findings.
+
+    Args:
+        analysis (DotNetAssemblyAnalysis): The assembly analysis results
+
+    Returns:
+        str: A markdown formatted summary of the findings
+    """
+    # Generate a finding ID (using a UUID)
+    finding_id = str(uuid.uuid4())
+
+    summary = f"# .NET Assembly Analysis: {analysis.AssemblyName}\n\n"
+    summary += "### Metadata\n"
+    summary += f"* **Finding ID**: {finding_id}\n"
+    summary += f"* **Assembly Name**: {analysis.AssemblyName}\n"
+    summary += f"* **WCF Server**: {analysis.IsWCFServer}\n"
+    summary += f"* **WCF Client**: {analysis.IsWCFClient}\n\n"
+
+    # Remoting channels
+    if analysis.RemotingChannels:
+        summary += "### Remoting Channels\n"
+        for channel in analysis.RemotingChannels:
+            summary += f"* {channel}\n"
+        summary += "\n"
+
+    # Helper function to add method calls section
+    def add_method_section(title: str, method_dict: dict[str, list[Any]]):
+        if method_dict:
+            summary_content = f"### {title}\n"
+            for category, methods in method_dict.items():
+                if methods:
+                    summary_content += f"\n#### {category}\n"
+                    for method in methods:
+                        if hasattr(method, "MethodName"):
+                            summary_content += f"* `{method.MethodName}` (Level: {method.FilterLevel})\n"
+                        else:
+                            summary_content += f"* `{method}`\n"
+            summary_content += "\n"
+            return summary_content
+        return ""
+
+    # Add various method call sections
+    summary += add_method_section("Serialization Gadget Calls", analysis.SerializationGadgetCalls)
+    summary += add_method_section("WCF Server Calls", analysis.WcfServerCalls)
+    summary += add_method_section("Client Calls", analysis.ClientCalls)
+    summary += add_method_section("Remoting Calls", analysis.RemotingCalls)
+    summary += add_method_section("Execution Calls", analysis.ExecutionCalls)
+
+    return summary
+
+
+async def store_dotnet_results(
+    dotnet_output: DotNetOutput,
+    file_enriched: FileEnriched | None = None,
+):
+    """
+    Store DotNet analysis results in the database, including creating findings and transforms.
+
+    Args:
+        dotnet_output (DotNetOutput): The DotNet output containing object_id, decompilation, and analysis
+        file_enriched: The FileEnriched object for the original file
+    """
+    object_id = dotnet_output.object_id
+    decompilation_object_id = dotnet_output.decompilation
+    analysis = dotnet_output.analysis
+    try:
+        # Update workflow success status
+        try:
+            async with global_vars.asyncpg_pool.acquire() as conn:
+                await conn.execute(
+                    """
+                    UPDATE workflows
+                    SET enrichments_success = array_append(enrichments_success, $1)
+                    WHERE object_id = $2
+                    """,
+                    "dotnet_service",
+                    object_id,
+                )
+        except Exception as db_error:
+            logger.error(f"Failed to update dotnet_service enrichment success in database: {str(db_error)}")
+
+        # Create an enrichment result to store
+        enrichment_result = EnrichmentResult(module_name="dotnet_service")
+        enrichment_result.results = {}
+
+        # Handle decompilation results
+        if decompilation_object_id:
+            if not file_enriched:
+                logger.warning("file_enriched is None, cannot create decompilation transform")
+            else:
+                # Create decompilation transform
+                decompilation = Transform(
+                    type="decompilation",
+                    object_id=decompilation_object_id,
+                    metadata={
+                        "file_name": f"{file_enriched.file_name}.zip",
+                        "offer_as_download": True,
+                        "display_title": "Decompiled Source Code",
+                    },
+                )
+                enrichment_result.transforms = [decompilation]
+
+                # Publish the decompiled file as a new file message
+                file_message = File(
+                    object_id=decompilation_object_id,
+                    agent_id=file_enriched.agent_id,
+                    project=file_enriched.project,
+                    timestamp=file_enriched.timestamp,
+                    expiration=file_enriched.expiration,
+                    path=f"{file_enriched.path}/decompiled.zip",
+                    originating_object_id=file_enriched.object_id,
+                    nesting_level=(file_enriched.nesting_level or 0) + 1,
+                )
+
+                with DaprClient() as dapr_client:
+                    data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
+                    dapr_client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="file",
+                        data=data,
+                        data_content_type="application/json",
+                    )
+
+                logger.info(
+                    "Submitted decompiled source ZIP to Nemesis",
+                    decompiled_object_id=decompilation_object_id,
+                    originating_object_id=object_id,
+                )
+
+        # Handle analysis results
+        findings_list = []
+        if analysis:
+            # Store the analysis results
+            enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.model_dump())
+
+            # Check if there are any significant findings worth creating a finding for
+            has_significant_findings = (
+                analysis.IsWCFServer
+                or analysis.IsWCFClient
+                or analysis.RemotingChannels
+                or analysis.SerializationGadgetCalls
+                or analysis.WcfServerCalls
+                or analysis.ClientCalls
+                or analysis.RemotingCalls
+                or analysis.ExecutionCalls
+            )
+
+            if has_significant_findings:
+                # Generate summary for the finding
+                summary_markdown = create_dotnet_finding_summary(analysis)
+
+                # Create display data
+                display_data = FileObject(
+                    type="finding_summary",
+                    metadata={"summary": sanitize_for_jsonb(summary_markdown)},
+                )
+
+                # Create the finding
+                finding = Finding(
+                    category=FindingCategory.VULNERABILITY,
+                    finding_name="dotnet_vulns",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name="dotnet_service",
+                    object_id=object_id,
+                    severity=9,
+                    raw_data=sanitize_for_jsonb(analysis.model_dump()),
+                    data=[display_data],
+                )
+
+                findings_list.append(finding)
+
+        # Add findings to enrichment result
+        enrichment_result.findings = findings_list
+
+        # Store in database
+        async with global_vars.asyncpg_pool.acquire() as conn:
+            # Store main enrichment result
+            results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
+            await conn.execute(
+                """
+                INSERT INTO enrichments (object_id, module_name, result_data)
+                VALUES ($1, $2, $3)
+                """,
+                object_id,
+                "dotnet_service",
+                results_escaped,
+            )
+
+            # Store any transforms
+            if enrichment_result.transforms:
+                for transform in enrichment_result.transforms:
+                    await conn.execute(
+                        """
+                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                        VALUES ($1, $2, $3, $4)
+                        """,
+                        object_id,
+                        transform.type,
+                        transform.object_id,
+                        json.dumps(transform.metadata) if transform.metadata else None,
+                    )
+
+            # Store any findings
+            for finding in findings_list:
+                # Convert each FileObject to a JSON string
+                data_as_strings = []
+                for obj in finding.data:
+                    # Convert the model to a dict first
+                    if hasattr(obj, "model_dump"):
+                        obj_dict = obj.model_dump()
+                    else:
+                        obj_dict = obj
+                    sanitized_obj = sanitize_for_jsonb(obj_dict)
+                    data_as_strings.append(json.dumps(sanitized_obj))
+
+                await conn.execute(
+                    """
+                    INSERT INTO findings (
+                        finding_name, category, severity, object_id,
+                        origin_type, origin_name, raw_data, data
+                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                    """,
+                    finding.finding_name,
+                    finding.category,
+                    finding.severity,
+                    object_id,
+                    finding.origin_type,
+                    finding.origin_name,
+                    json.dumps(sanitize_for_jsonb(finding.raw_data)),
+                    json.dumps(data_as_strings),  # Store as array of JSON strings
+                )
+
+        logger.info("Successfully stored DotNet results", object_id=object_id, has_findings=len(findings_list) > 0)
+
+        return enrichment_result
+
+    except Exception as e:
+        logger.exception(e, message="Error storing DotNet results", object_id=object_id)
+        return None
+
+
+async def process_dotnet_event(dotnet_output: DotNetOutput) -> None:
     """Process incoming .NET processing results from the dotnet_service"""
 
     logger.debug("Received DotNet output event", data=dotnet_output.model_dump_json())
@@ -18,17 +277,10 @@ async def process_dotnet_event(dotnet_output: DotNetOutput, pool: asyncpg.Pool)
     try:
         logger.debug("Processing dotnet results for object", object_id=dotnet_output.object_id)
 
-        object_id = dotnet_output.object_id
-        decompilation_object_id = dotnet_output.decompilation
-        analysis = dotnet_output.analysis
-
-        file_enriched = await get_file_enriched_async(object_id)
+        file_enriched = await get_file_enriched_async(dotnet_output.object_id)
 
         await store_dotnet_results(
-            object_id=object_id,
-            decompilation_object_id=decompilation_object_id,
-            analysis=analysis,
-            pool=pool,
+            dotnet_output=dotnet_output,
             file_enriched=file_enriched,
         )
 
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
index a4593c2..fe6d3f6 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
@@ -3,14 +3,14 @@
 import os
 from datetime import datetime
 
-import asyncpg
+import file_enrichment.global_vars as global_vars
 from common.logger import get_logger
 from common.models import File
 
 logger = get_logger(__name__)
 
 
-async def save_file_message(file: File, pool: asyncpg.Pool):
+async def save_file_message(file: File):
     """Save the file message to the database for recovery purposes"""
     try:
         # Only save files that are not nested (originating files)
@@ -46,7 +46,7 @@ async def save_file_message(file: File, pool: asyncpg.Pool):
             updated_at = CURRENT_TIMESTAMP;
         """
 
-        async with pool.acquire() as conn:
+        async with global_vars.asyncpg_pool.acquire() as conn:
             await conn.execute(
                 query,
                 file.object_id,
@@ -71,10 +71,10 @@ async def save_file_message(file: File, pool: asyncpg.Pool):
         raise
 
 
-async def process_file_event(file: File, workflow_manager, module_execution_order: list, pool: asyncpg.Pool):
+async def process_file_event(file: File, workflow_manager, module_execution_order: list):
     """Process incoming file events"""
     try:
-        await save_file_message(file, pool)
+        await save_file_message(file)
 
         workflow_input = {
             "file": file.model_dump(exclude_unset=True, mode="json"),
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index bf97e96..da9080a 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -7,45 +7,22 @@ import pathlib
 import posixpath
 from datetime import datetime
 
-import asyncpg
 import common.helpers as helpers
 import dapr.ext.workflow as wf
 import magic
-from common.db import get_postgres_connection_str
 from common.helpers import create_text_reader, get_file_extension, is_container
-from common.logger import WORKFLOW_CLIENT_LOG_LEVEL, get_logger
+from common.logger import get_logger
 from common.models import Alert, EnrichmentResult, NoseyParkerInput
 from common.state_helpers import get_file_enriched_async
-from common.storage import StorageMinio
 from common.workflows.setup import wf_runtime, workflow_activity
 from dapr.clients import DaprClient
-from dapr.ext.workflow.logger.options import LoggerOptions
-from file_enrichment_modules.module_loader import EnrichmentModule, ModuleLoader
-from file_linking import FileLinkingEngine
+from file_enrichment_modules.module_loader import ModuleLoader
 from nemesis_dpapi import DpapiManager
 
+from . import global_vars
+
 logger = get_logger(__name__)
 
-workflow_client = wf.DaprWorkflowClient(
-    logger_options=LoggerOptions(
-        log_level=WORKFLOW_CLIENT_LOG_LEVEL,
-    )
-)
-activity_functions = {}
-download_path = "/tmp/"
-storage = StorageMinio()
-global_module_map: dict[str, EnrichmentModule] = {}  # Enrichment modules loaded at initialization
-
-dapr_port = os.getenv("DAPR_HTTP_PORT", 3500)
-gotenberg_url = f"http://localhost:{dapr_port}/v1.0/invoke/gotenberg/method/forms/libreoffice/convert"
-
-nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
-nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
-
-postgres_pool: asyncpg.Pool = None  # Connection pool for database operations
-
-file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
-asyncio_loop: asyncio.AbstractEventLoop = None
 
 ##########################################
 #
@@ -112,7 +89,7 @@ async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, ma
     """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
     logger.debug(f"indexing plaintext for {object_id}")
 
-    async with postgres_pool.acquire() as conn:
+    async with global_vars.asyncpg_pool.acquire() as conn:
         await conn.execute("DELETE FROM plaintext_content WHERE object_id = $1", object_id)
 
         chunk_number = 0
@@ -164,7 +141,7 @@ async def get_basic_analysis(ctx, activity_input):
     path = activity_input.get("path", "")
 
     # download from Minio as a temporary file which will be cleaned up on exit
-    with storage.download(object_id) as file:
+    with global_vars.storage.download(object_id) as file:
         mime_type = magic.from_file(file.name, mime=True)
         if mime_type == "text/plain" or helpers.is_text_file(file.name):
             is_plaintext = True
@@ -191,7 +168,7 @@ async def get_basic_analysis(ctx, activity_input):
         }
 
         try:
-            async with postgres_pool.acquire() as conn:
+            async with global_vars.asyncpg_pool.acquire() as conn:
                 # Convert field names to match database schema
                 insert_query = """
                     INSERT INTO files_enriched (
@@ -272,8 +249,7 @@ async def check_file_linkings(ctx, activity_input):
     file_enriched = await get_file_enriched_async(object_id)
 
     try:
-        global file_linking_engine
-        linkings_created = await file_linking_engine.apply_linking_rules(file_enriched)
+        linkings_created = await global_vars.file_linking_engine.apply_linking_rules(file_enriched)
 
         logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
 
@@ -294,7 +270,7 @@ async def publish_findings_alerts(ctx, activity_input):
     file_enriched = await get_file_enriched_async(object_id)
 
     # Fetch findings from the database for this object_id
-    async with postgres_pool.acquire() as conn:
+    async with global_vars.asyncpg_pool.acquire() as conn:
         findings = await conn.fetch(
             """
             SELECT finding_name, category, severity, origin_name, raw_data
@@ -320,8 +296,8 @@ async def publish_findings_alerts(ctx, activity_input):
 
                     finding_message = f"- *Category:* {category} / *Severity:* {severity}\n"
                     file_message = f"- *File Path:* {file_path}\n"
-                    nemesis_finding_url = f"{nemesis_url}findings?object_id={file_enriched.object_id}"
-                    nemesis_file_url = f"{nemesis_url}files?object_id={file_enriched.object_id}"
+                    nemesis_finding_url = f"{global_vars.nemesis_url}findings?object_id={file_enriched.object_id}"
+                    nemesis_file_url = f"{global_vars.nemesis_url}files?object_id={file_enriched.object_id}"
                     nemesis_footer_finding = f"*<{nemesis_finding_url}|View Finding in Nemesis>* / "
                     nemesis_footer_file = f"*<{nemesis_file_url}|View File in Nemesis>*\n"
                     separator = "⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯"
@@ -358,7 +334,7 @@ async def handle_file_if_plaintext(ctx, activity_input):
 
     # if the file is plaintext, make sure we index it
     if file_enriched.is_plaintext:
-        with storage.download(object_id) as tmp_file:
+        with global_vars.storage.download(object_id) as tmp_file:
             with open(tmp_file.name, "rb") as binary_file:
                 with create_text_reader(binary_file) as text_file:
                     await index_plaintext_content(f"{object_id}", text_file)
@@ -446,7 +422,7 @@ async def execute_enrichment_module(object_id: str, temp_file_path: str, module_
 
 async def store_enrichment_results(object_id: str, module_name: str, result: EnrichmentResult):
     """Store enrichment results, transforms, and findings in the database."""
-    async with postgres_pool.acquire() as conn:
+    async with global_vars.asyncpg_pool.acquire() as conn:
         # Store enrichment
         results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
         await conn.execute(
@@ -508,7 +484,7 @@ async def store_enrichment_results(object_id: str, module_name: str, result: Enr
 async def record_module_failure(object_id: str, module_name: str, error: Exception):
     """Record a module failure in the database."""
     try:
-        async with postgres_pool.acquire() as conn:
+        async with global_vars.asyncpg_pool.acquire() as conn:
             await conn.execute(
                 """
                 UPDATE workflows
@@ -534,7 +510,7 @@ async def run_enrichment_modules(ctx, activity_input: dict):
     results = []
 
     try:
-        with storage.download(object_id) as temp_file:
+        with global_vars.storage.download(object_id) as temp_file:
             logger.debug(
                 "Downloaded file for processing",
                 object_id=object_id,
@@ -713,11 +689,11 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
         # Get the activity name for this enrichment
         activity_name = f"enrich_{enrichment_name}"
-        if activity_name not in activity_functions:
+        if activity_name not in global_vars.activity_functions:
             raise KeyError(f"Activity {activity_name} not registered")
 
         # Run the single enrichment activity
-        result = yield ctx.call_activity(activity_functions[activity_name], input={"object_id": object_id})
+        result = yield ctx.call_activity(global_vars.activity_functions[activity_name], input={"object_id": object_id})
 
         workflow_logger.debug(
             "Single enrichment workflow completed",
@@ -748,12 +724,9 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 ##########################################
 
 
-async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg.Pool = None):
+async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global wf_runtime, workflow_client, asyncio_loop, postgres_pool, global_module_map
-
-    # Store the connection pool for use in workflow activities
-    postgres_pool = pool
+    global wf_runtime, asyncio_loop, global_module_map
 
     # Load enrichment modules
     module_loader = ModuleLoader()
@@ -800,11 +773,6 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager, pool: asyncpg
     return execution_order
 
 
-def get_workflow_client() -> wf.DaprWorkflowClient:
-    """Get the workflow client instance"""
-    return workflow_client
-
-
 def reload_yara_rules():
     """Reloads all disk/state yara rules."""
     logger.debug("workflow/workflow.py reloading Yara rules")
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index f9f6b59..83ceae8 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -11,8 +11,9 @@ from common.logger import get_logger
 from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_state import WorkflowStatus
 
+from .global_vars import workflow_client
 from .tracing import get_tracer
-from .workflow import enrichment_workflow, get_workflow_client
+from .workflow import enrichment_workflow
 
 logger = get_logger(__name__)
 monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
@@ -216,9 +217,7 @@ class WorkflowManager:
 
                     # Try to terminate the workflow in Dapr
                     try:
-                        client = get_workflow_client()
-                        if client:
-                            await asyncio.to_thread(client.terminate_workflow, wf_id)
+                        await asyncio.to_thread(workflow_client.terminate_workflow, wf_id)
                     except Exception as e:
                         logger.warning(f"Could not terminate workflow {wf_id}: {e}", pid=os.getpid())
 
@@ -319,9 +318,6 @@ class WorkflowManager:
         """Start a workflow"""
         start_time = time.time()
         tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
-        client = get_workflow_client()
-        if client is None:
-            raise ValueError("Workflow client is None")
 
         try:
             # Generate the workflow ID first so we can schedule the workflow after
@@ -378,7 +374,7 @@ class WorkflowManager:
 
                 # Actually schedule the workflow
                 await asyncio.to_thread(
-                    client.schedule_new_workflow,
+                    workflow_client.schedule_new_workflow,
                     instance_id=instance_id,
                     workflow=enrichment_workflow,
                     input=workflow_input,
@@ -444,19 +440,13 @@ class WorkflowManager:
                         pid=os.getpid(),
                     )
 
-                    try:
-                        client = get_workflow_client()
-                        if client:
-                            await asyncio.to_thread(
-                                client.terminate_workflow,
-                                instance_id,
-                                recursive=True,
-                            )  # recursive == terminate all child workflows
-                            logger.info("Workflow terminated due to timeout", instance_id=instance_id, pid=os.getpid())
-                    except Exception as e:
-                        logger.error("Failed to terminate timed-out workflow", instance_id=instance_id, error=str(e))
+                    await asyncio.to_thread(
+                        workflow_client.terminate_workflow,
+                        instance_id,
+                        recursive=True,
+                    )  # recursive == terminate all child workflows
+                    logger.info("Workflow terminated due to timeout", instance_id=instance_id, pid=os.getpid())
 
-                    # Update workflow status for timeout
                     await self.update_workflow_status(instance_id, "TIMEOUT", processing_time, "timeout")
 
             except Exception as e:
@@ -484,8 +474,6 @@ class WorkflowManager:
         """Wait for workflow to complete and return the final status"""
 
         error_count = 0
-
-        client = get_workflow_client()
         tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
 
         # Add trace attributes for workflow status monitoring
@@ -495,7 +483,7 @@ class WorkflowManager:
 
             while True:
                 try:
-                    state = await asyncio.to_thread(client.get_workflow_state, instance_id)
+                    state = await asyncio.to_thread(workflow_client.get_workflow_state, instance_id)
                     status = self._get_status_string(state)
                     error_count = 0  # Reset on successful check
 
@@ -582,9 +570,6 @@ class WorkflowManager:
 
         try:
             start_time = time.time()
-            client = get_workflow_client()
-            if client is None:
-                raise ValueError("Workflow client is None")
 
             # Generate the workflow ID
             instance_id = str(uuid.uuid4()).replace("-", "")
@@ -641,7 +626,7 @@ class WorkflowManager:
 
                 # Use asyncio.to_thread() to prevent blocking the event loop
                 await asyncio.to_thread(
-                    client.schedule_new_workflow,
+                    workflow_client.schedule_new_workflow,
                     instance_id=instance_id,
                     workflow=single_enrichment_workflow,
                     input=workflow_input,
@@ -699,14 +684,12 @@ class WorkflowManager:
                     )
 
                     try:
-                        client = get_workflow_client()
-                        if client:
-                            await asyncio.to_thread(client.terminate_workflow, instance_id, recursive=True)
-                            logger.info(
-                                "Single enrichment workflow terminated due to timeout",
-                                instance_id=instance_id,
-                                pid=os.getpid(),
-                            )
+                        await asyncio.to_thread(workflow_client.terminate_workflow, instance_id, recursive=True)
+                        logger.info(
+                            "Single enrichment workflow terminated due to timeout",
+                            instance_id=instance_id,
+                            pid=os.getpid(),
+                        )
                     except Exception as e:
                         logger.error(
                             "Failed to terminate timed-out single enrichment workflow",

From 1c5b56180340b1c589142f5af69c91f0ecf564f7 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 16:26:38 -0700
Subject: [PATCH 263/279] combine subscription logic

---
 .../file_enrichment/controller.py             |   4 +-
 ...richment_handler.py => bulk_enrichment.py} |   0
 .../{ => subscriptions}/dotnet.py             |  47 ++-
 .../subscriptions/dotnet_handler.py           | 291 ------------------
 .../{file_handler.py => file.py}              |  34 +-
 .../{ => subscriptions}/noseyparker.py        |  41 ++-
 .../subscriptions/noseyparker_handler.py      |  31 --
 7 files changed, 90 insertions(+), 358 deletions(-)
 rename projects/file_enrichment/file_enrichment/subscriptions/{bulk_enrichment_handler.py => bulk_enrichment.py} (100%)
 rename projects/file_enrichment/file_enrichment/{ => subscriptions}/dotnet.py (87%)
 delete mode 100644 projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
 rename projects/file_enrichment/file_enrichment/subscriptions/{file_handler.py => file.py} (98%)
 rename projects/file_enrichment/file_enrichment/{ => subscriptions}/noseyparker.py (90%)
 delete mode 100644 projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py

diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 1c54199..e3746fd 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -177,13 +177,13 @@ async def process_file(event: CloudEvent[File]):
 @dapr_app.subscribe(pubsub="pubsub", topic="dotnet-output")
 async def process_dotnet_results(event: CloudEvent[DotNetOutput]):
     """Handler for incoming .NET processing results from the dotnet_service."""
-    await process_dotnet_event(event.data, global_vars.asyncpg_pool)
+    await process_dotnet_event(event.data)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="noseyparker-output")
 async def process_nosey_parker_results(event: CloudEvent[NoseyParkerOutput]):
     """Handler for incoming Nosey Parker scan results"""
-    await process_noseyparker_event(event.data, global_vars.asyncpg_pool)
+    await process_noseyparker_event(event.data)
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
similarity index 100%
rename from projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment_handler.py
rename to projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
diff --git a/projects/file_enrichment/file_enrichment/dotnet.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
similarity index 87%
rename from projects/file_enrichment/file_enrichment/dotnet.py
rename to projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
index b71e527..5fcbf91 100644
--- a/projects/file_enrichment/file_enrichment/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
@@ -1,13 +1,15 @@
-# src/workflow/dotnet.py
+"""Handler for .NET output subscription events."""
+
 import json
 import uuid
 from typing import Any
 
-import asyncpg
+import file_enrichment.global_vars as global_vars
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
 from common.models import (
     DotNetAssemblyAnalysis,
+    DotNetOutput,
     EnrichmentResult,
     File,
     FileEnriched,
@@ -17,11 +19,35 @@ from common.models import (
     FindingOrigin,
     Transform,
 )
+from common.state_helpers import get_file_enriched_async
 from dapr.clients import DaprClient
 
 logger = get_logger(__name__)
 
 
+async def process_dotnet_event(dotnet_output: DotNetOutput) -> None:
+    """Process incoming .NET processing results from the dotnet_service"""
+
+    logger.debug("Received DotNet output event", data=dotnet_output.model_dump_json())
+
+    # Try to parse the event data into our DotNetOutput model
+    try:
+        logger.debug("Processing dotnet results for object", object_id=dotnet_output.object_id)
+
+        file_enriched = await get_file_enriched_async(dotnet_output.object_id)
+
+        await store_dotnet_results(
+            dotnet_output=dotnet_output,
+            file_enriched=file_enriched,
+        )
+
+    except Exception:
+        logger.error(
+            "Failed to process DotNet output for object_id",
+            object_id=dotnet_output.object_id,
+        )
+
+
 def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
     """
     Creates a markdown summary of DotNet assembly analysis findings.
@@ -76,26 +102,23 @@ def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
 
 
 async def store_dotnet_results(
-    object_id: str,
-    decompilation_object_id: str | None = None,
-    analysis: DotNetAssemblyAnalysis | None = None,
-    pool: asyncpg.Pool | None = None,
+    dotnet_output: DotNetOutput,
     file_enriched: FileEnriched | None = None,
 ):
     """
     Store DotNet analysis results in the database, including creating findings and transforms.
 
     Args:
-        object_id (str): The object ID of the file that was analyzed
-        decompilation_object_id (str, optional): Object ID of the decompiled source ZIP
-        analysis (DotNetAssemblyAnalysis, optional): Assembly analysis results
-        pool (asyncpg.Pool, optional): Database connection pool
+        dotnet_output (DotNetOutput): The DotNet output containing object_id, decompilation, and analysis
         file_enriched: The FileEnriched object for the original file
     """
+    object_id = dotnet_output.object_id
+    decompilation_object_id = dotnet_output.decompilation
+    analysis = dotnet_output.analysis
     try:
         # Update workflow success status
         try:
-            async with pool.acquire() as conn:
+            async with global_vars.asyncpg_pool.acquire() as conn:
                 await conn.execute(
                     """
                     UPDATE workflows
@@ -202,7 +225,7 @@ async def store_dotnet_results(
         enrichment_result.findings = findings_list
 
         # Store in database
-        async with pool.acquire() as conn:
+        async with global_vars.asyncpg_pool.acquire() as conn:
             # Store main enrichment result
             results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
             await conn.execute(
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
deleted file mode 100644
index d172881..0000000
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet_handler.py
+++ /dev/null
@@ -1,291 +0,0 @@
-"""Handler for .NET output subscription events."""
-
-import json
-import uuid
-from typing import Any
-
-import file_enrichment.global_vars as global_vars
-from common.helpers import sanitize_for_jsonb
-from common.logger import get_logger
-from common.models import (
-    DotNetAssemblyAnalysis,
-    DotNetOutput,
-    EnrichmentResult,
-    File,
-    FileEnriched,
-    FileObject,
-    Finding,
-    FindingCategory,
-    FindingOrigin,
-    Transform,
-)
-from common.state_helpers import get_file_enriched_async
-from dapr.clients import DaprClient
-
-logger = get_logger(__name__)
-
-
-def create_dotnet_finding_summary(analysis: DotNetAssemblyAnalysis) -> str:
-    """
-    Creates a markdown summary of DotNet assembly analysis findings.
-
-    Args:
-        analysis (DotNetAssemblyAnalysis): The assembly analysis results
-
-    Returns:
-        str: A markdown formatted summary of the findings
-    """
-    # Generate a finding ID (using a UUID)
-    finding_id = str(uuid.uuid4())
-
-    summary = f"# .NET Assembly Analysis: {analysis.AssemblyName}\n\n"
-    summary += "### Metadata\n"
-    summary += f"* **Finding ID**: {finding_id}\n"
-    summary += f"* **Assembly Name**: {analysis.AssemblyName}\n"
-    summary += f"* **WCF Server**: {analysis.IsWCFServer}\n"
-    summary += f"* **WCF Client**: {analysis.IsWCFClient}\n\n"
-
-    # Remoting channels
-    if analysis.RemotingChannels:
-        summary += "### Remoting Channels\n"
-        for channel in analysis.RemotingChannels:
-            summary += f"* {channel}\n"
-        summary += "\n"
-
-    # Helper function to add method calls section
-    def add_method_section(title: str, method_dict: dict[str, list[Any]]):
-        if method_dict:
-            summary_content = f"### {title}\n"
-            for category, methods in method_dict.items():
-                if methods:
-                    summary_content += f"\n#### {category}\n"
-                    for method in methods:
-                        if hasattr(method, "MethodName"):
-                            summary_content += f"* `{method.MethodName}` (Level: {method.FilterLevel})\n"
-                        else:
-                            summary_content += f"* `{method}`\n"
-            summary_content += "\n"
-            return summary_content
-        return ""
-
-    # Add various method call sections
-    summary += add_method_section("Serialization Gadget Calls", analysis.SerializationGadgetCalls)
-    summary += add_method_section("WCF Server Calls", analysis.WcfServerCalls)
-    summary += add_method_section("Client Calls", analysis.ClientCalls)
-    summary += add_method_section("Remoting Calls", analysis.RemotingCalls)
-    summary += add_method_section("Execution Calls", analysis.ExecutionCalls)
-
-    return summary
-
-
-async def store_dotnet_results(
-    dotnet_output: DotNetOutput,
-    file_enriched: FileEnriched | None = None,
-):
-    """
-    Store DotNet analysis results in the database, including creating findings and transforms.
-
-    Args:
-        dotnet_output (DotNetOutput): The DotNet output containing object_id, decompilation, and analysis
-        file_enriched: The FileEnriched object for the original file
-    """
-    object_id = dotnet_output.object_id
-    decompilation_object_id = dotnet_output.decompilation
-    analysis = dotnet_output.analysis
-    try:
-        # Update workflow success status
-        try:
-            async with global_vars.asyncpg_pool.acquire() as conn:
-                await conn.execute(
-                    """
-                    UPDATE workflows
-                    SET enrichments_success = array_append(enrichments_success, $1)
-                    WHERE object_id = $2
-                    """,
-                    "dotnet_service",
-                    object_id,
-                )
-        except Exception as db_error:
-            logger.error(f"Failed to update dotnet_service enrichment success in database: {str(db_error)}")
-
-        # Create an enrichment result to store
-        enrichment_result = EnrichmentResult(module_name="dotnet_service")
-        enrichment_result.results = {}
-
-        # Handle decompilation results
-        if decompilation_object_id:
-            if not file_enriched:
-                logger.warning("file_enriched is None, cannot create decompilation transform")
-            else:
-                # Create decompilation transform
-                decompilation = Transform(
-                    type="decompilation",
-                    object_id=decompilation_object_id,
-                    metadata={
-                        "file_name": f"{file_enriched.file_name}.zip",
-                        "offer_as_download": True,
-                        "display_title": "Decompiled Source Code",
-                    },
-                )
-                enrichment_result.transforms = [decompilation]
-
-                # Publish the decompiled file as a new file message
-                file_message = File(
-                    object_id=decompilation_object_id,
-                    agent_id=file_enriched.agent_id,
-                    project=file_enriched.project,
-                    timestamp=file_enriched.timestamp,
-                    expiration=file_enriched.expiration,
-                    path=f"{file_enriched.path}/decompiled.zip",
-                    originating_object_id=file_enriched.object_id,
-                    nesting_level=(file_enriched.nesting_level or 0) + 1,
-                )
-
-                with DaprClient() as dapr_client:
-                    data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
-                    dapr_client.publish_event(
-                        pubsub_name="pubsub",
-                        topic_name="file",
-                        data=data,
-                        data_content_type="application/json",
-                    )
-
-                logger.info(
-                    "Submitted decompiled source ZIP to Nemesis",
-                    decompiled_object_id=decompilation_object_id,
-                    originating_object_id=object_id,
-                )
-
-        # Handle analysis results
-        findings_list = []
-        if analysis:
-            # Store the analysis results
-            enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.model_dump())
-
-            # Check if there are any significant findings worth creating a finding for
-            has_significant_findings = (
-                analysis.IsWCFServer
-                or analysis.IsWCFClient
-                or analysis.RemotingChannels
-                or analysis.SerializationGadgetCalls
-                or analysis.WcfServerCalls
-                or analysis.ClientCalls
-                or analysis.RemotingCalls
-                or analysis.ExecutionCalls
-            )
-
-            if has_significant_findings:
-                # Generate summary for the finding
-                summary_markdown = create_dotnet_finding_summary(analysis)
-
-                # Create display data
-                display_data = FileObject(
-                    type="finding_summary",
-                    metadata={"summary": sanitize_for_jsonb(summary_markdown)},
-                )
-
-                # Create the finding
-                finding = Finding(
-                    category=FindingCategory.VULNERABILITY,
-                    finding_name="dotnet_vulns",
-                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
-                    origin_name="dotnet_service",
-                    object_id=object_id,
-                    severity=9,
-                    raw_data=sanitize_for_jsonb(analysis.model_dump()),
-                    data=[display_data],
-                )
-
-                findings_list.append(finding)
-
-        # Add findings to enrichment result
-        enrichment_result.findings = findings_list
-
-        # Store in database
-        async with global_vars.asyncpg_pool.acquire() as conn:
-            # Store main enrichment result
-            results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
-            await conn.execute(
-                """
-                INSERT INTO enrichments (object_id, module_name, result_data)
-                VALUES ($1, $2, $3)
-                """,
-                object_id,
-                "dotnet_service",
-                results_escaped,
-            )
-
-            # Store any transforms
-            if enrichment_result.transforms:
-                for transform in enrichment_result.transforms:
-                    await conn.execute(
-                        """
-                        INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                        VALUES ($1, $2, $3, $4)
-                        """,
-                        object_id,
-                        transform.type,
-                        transform.object_id,
-                        json.dumps(transform.metadata) if transform.metadata else None,
-                    )
-
-            # Store any findings
-            for finding in findings_list:
-                # Convert each FileObject to a JSON string
-                data_as_strings = []
-                for obj in finding.data:
-                    # Convert the model to a dict first
-                    if hasattr(obj, "model_dump"):
-                        obj_dict = obj.model_dump()
-                    else:
-                        obj_dict = obj
-                    sanitized_obj = sanitize_for_jsonb(obj_dict)
-                    data_as_strings.append(json.dumps(sanitized_obj))
-
-                await conn.execute(
-                    """
-                    INSERT INTO findings (
-                        finding_name, category, severity, object_id,
-                        origin_type, origin_name, raw_data, data
-                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
-                    """,
-                    finding.finding_name,
-                    finding.category,
-                    finding.severity,
-                    object_id,
-                    finding.origin_type,
-                    finding.origin_name,
-                    json.dumps(sanitize_for_jsonb(finding.raw_data)),
-                    json.dumps(data_as_strings),  # Store as array of JSON strings
-                )
-
-        logger.info("Successfully stored DotNet results", object_id=object_id, has_findings=len(findings_list) > 0)
-
-        return enrichment_result
-
-    except Exception as e:
-        logger.exception(e, message="Error storing DotNet results", object_id=object_id)
-        return None
-
-
-async def process_dotnet_event(dotnet_output: DotNetOutput) -> None:
-    """Process incoming .NET processing results from the dotnet_service"""
-
-    logger.debug("Received DotNet output event", data=dotnet_output.model_dump_json())
-
-    # Try to parse the event data into our DotNetOutput model
-    try:
-        logger.debug("Processing dotnet results for object", object_id=dotnet_output.object_id)
-
-        file_enriched = await get_file_enriched_async(dotnet_output.object_id)
-
-        await store_dotnet_results(
-            dotnet_output=dotnet_output,
-            file_enriched=file_enriched,
-        )
-
-    except Exception:
-        logger.error(
-            "Failed to process DotNet output for object_id",
-            object_id=dotnet_output.object_id,
-        )
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/file.py
similarity index 98%
rename from projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
rename to projects/file_enrichment/file_enrichment/subscriptions/file.py
index fe6d3f6..6e3f3fc 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/file_handler.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/file.py
@@ -10,6 +10,23 @@ from common.models import File
 logger = get_logger(__name__)
 
 
+async def process_file_event(file: File, workflow_manager, module_execution_order: list):
+    """Process incoming new file events"""
+    try:
+        await save_file_message(file)
+
+        workflow_input = {
+            "file": file.model_dump(exclude_unset=True, mode="json"),
+            "execution_order": module_execution_order,
+        }
+
+        await workflow_manager.start_workflow(workflow_input)
+
+    except Exception as e:
+        logger.exception(e, message="Error processing file event", pid=os.getpid())
+        raise
+
+
 async def save_file_message(file: File):
     """Save the file message to the database for recovery purposes"""
     try:
@@ -69,20 +86,3 @@ async def save_file_message(file: File):
     except Exception as e:
         logger.exception(e, message="Error saving file message to database", object_id=file.object_id, pid=os.getpid())
         raise
-
-
-async def process_file_event(file: File, workflow_manager, module_execution_order: list):
-    """Process incoming file events"""
-    try:
-        await save_file_message(file)
-
-        workflow_input = {
-            "file": file.model_dump(exclude_unset=True, mode="json"),
-            "execution_order": module_execution_order,
-        }
-
-        await workflow_manager.start_workflow(workflow_input)
-
-    except Exception as e:
-        logger.exception(e, message="Error processing file event", pid=os.getpid())
-        raise
diff --git a/projects/file_enrichment/file_enrichment/noseyparker.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker.py
similarity index 90%
rename from projects/file_enrichment/file_enrichment/noseyparker.py
rename to projects/file_enrichment/file_enrichment/subscriptions/noseyparker.py
index 111e4a8..048cedc 100644
--- a/projects/file_enrichment/file_enrichment/noseyparker.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker.py
@@ -1,19 +1,51 @@
+"""Handler for Nosey Parker output subscription events."""
+
 import base64
 import json
+import os
 import re
 import time
 import uuid
 from datetime import datetime
 from typing import Any
 
-import asyncpg
+import file_enrichment.global_vars as global_vars
 from common.helpers import sanitize_for_jsonb
 from common.logger import get_logger
-from common.models import EnrichmentResult, FileObject, Finding, FindingCategory, FindingOrigin, MatchInfo, ScanStats
+from common.models import (
+    EnrichmentResult,
+    FileObject,
+    Finding,
+    FindingCategory,
+    FindingOrigin,
+    MatchInfo,
+    NoseyParkerOutput,
+    ScanStats,
+)
 
 logger = get_logger(__name__)
 
 
+async def process_noseyparker_event(nosey_output: NoseyParkerOutput):
+    """Process incoming Nosey Parker scan results"""
+    try:
+        object_id = nosey_output.object_id
+        matches = nosey_output.scan_result.matches
+        stats = nosey_output.scan_result.stats
+
+        logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
+
+        await store_noseyparker_results(
+            object_id=object_id,
+            matches=matches,
+            scan_stats=stats,
+        )
+
+    except Exception as e:
+        logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
+        raise
+
+
 def is_jwt_expired(jwt_token: str) -> tuple[bool, dict[str, Any]]:
     """
     Decode a JWT token and check if it's expired.
@@ -160,7 +192,6 @@ async def store_noseyparker_results(
     object_id: str,
     matches: list[MatchInfo],
     scan_stats: ScanStats,
-    pool: asyncpg.Pool,
 ):
     """
     Store Nosey Parker results in the database, including creating findings.
@@ -173,7 +204,7 @@ async def store_noseyparker_results(
     """
     try:
         try:
-            async with pool.acquire() as conn:
+            async with global_vars.asyncpg_pool.acquire() as conn:
                 await conn.execute(
                     """
                     UPDATE workflows
@@ -231,7 +262,7 @@ async def store_noseyparker_results(
         enrichment_result.findings = findings_list
 
         # Store in database
-        async with pool.acquire() as conn:
+        async with global_vars.asyncpg_pool.acquire() as conn:
             # Store main enrichment result
             results_escaped = json.dumps(sanitize_for_jsonb(enrichment_result.model_dump(mode="json")))
             await conn.execute(
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py b/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
deleted file mode 100644
index 099ae4d..0000000
--- a/projects/file_enrichment/file_enrichment/subscriptions/noseyparker_handler.py
+++ /dev/null
@@ -1,31 +0,0 @@
-"""Handler for Nosey Parker output subscription events."""
-
-import os
-
-import asyncpg
-from common.logger import get_logger
-from common.models import NoseyParkerOutput
-from file_enrichment.noseyparker import store_noseyparker_results
-
-logger = get_logger(__name__)
-
-
-async def process_noseyparker_event(nosey_output: NoseyParkerOutput, pool: asyncpg.Pool):
-    """Process incoming Nosey Parker scan results"""
-    try:
-        object_id = nosey_output.object_id
-        matches = nosey_output.scan_result.matches
-        stats = nosey_output.scan_result.stats
-
-        logger.debug(f"Found {len(matches)} matches for object {object_id}", pid=os.getpid())
-
-        await store_noseyparker_results(
-            object_id=object_id,
-            matches=matches,
-            scan_stats=stats,
-            pool=pool,
-        )
-
-    except Exception as e:
-        logger.exception(e, message="Error processing Nosey Parker output event", pid=os.getpid())
-        raise

From 7fe30fca000008ef7b068f8b7493bb54395c53e0 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 17:11:36 -0700
Subject: [PATCH 264/279] Pass asyncpg pool to db queries and clean up logging

- Update get_file_enriched_async to accept Pool or connection string
- Pass asyncpg_pool through workflow activities
- Rename subscription imports (remove '_handler' suffix)
- Remove pid from WorkflowManager logs
---
 libs/common/common/state_helpers.py           | 39 +++++++++--------
 .../file_enrichment/controller.py             | 10 ++---
 .../file_enrichment/workflow.py               |  4 +-
 .../file_enrichment/workflow_manager.py       | 42 +++++++------------
 4 files changed, 42 insertions(+), 53 deletions(-)

diff --git a/libs/common/common/state_helpers.py b/libs/common/common/state_helpers.py
index 1a026e7..4eaba8f 100644
--- a/libs/common/common/state_helpers.py
+++ b/libs/common/common/state_helpers.py
@@ -119,13 +119,13 @@ def get_file_enriched(object_id: str) -> FileEnriched:
         raise
 
 
-async def get_file_enriched_async(object_id: str, connection_string: str | None = None) -> FileEnriched:
+async def get_file_enriched_async(object_id: str, connection: str | asyncpg.Pool | None = None) -> FileEnriched:
     """
     Retrieve a file_enriched record from PostgreSQL (asynchronous using asyncpg).
 
     Args:
         object_id: The object_id to query
-        connection_string: Optional connection string. If not provided, uses get_postgres_connection_str()
+        connection: Optional connection string or asyncpg.Pool. If not provided, uses get_postgres_connection_str()
 
     Returns:
         FileEnriched model instance
@@ -134,27 +134,30 @@ async def get_file_enriched_async(object_id: str, connection_string: str | None
         ValueError: If no record found for object_id
         Exception: For database or parsing errors
     """
-    if connection_string is None:
-        connection_string = get_postgres_connection_str()
-
     try:
-        conn = await asyncpg.connect(connection_string)
-        try:
-            row = await conn.fetchrow(_FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
+        # Determine if we're using a pool or creating a new connection
+        if isinstance(connection, asyncpg.Pool):
+            # Use the provided pool
+            row = await connection.fetchrow(_FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
+        else:
+            # Use connection string (provided or default)
+            connection_string = connection if connection is not None else get_postgres_connection_str()
+            conn = await asyncpg.connect(connection_string)
+            try:
+                row = await conn.fetchrow(_FILE_ENRICHED_SELECT_QUERY_ASYNCPG, object_id)
+            finally:
+                await conn.close()
 
-            if not row:
-                raise ValueError(f"No file_enriched record found for object_id {object_id}")
+        if not row:
+            raise ValueError(f"No file_enriched record found for object_id {object_id}")
 
-            # Convert asyncpg.Record to dict
-            file_data = dict(row)
+        # Convert asyncpg.Record to dict
+        file_data = dict(row)
 
-            # Transform data using shared helper
-            file_data = _transform_file_enriched_data(file_data)
+        # Transform data using shared helper
+        file_data = _transform_file_enriched_data(file_data)
 
-            return FileEnriched.model_validate(file_data)
-
-        finally:
-            await conn.close()
+        return FileEnriched.model_validate(file_data)
 
     except ValueError as e:
         logger.error(f"File not found: {str(e)}")
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index e3746fd..5cf02b7 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -19,10 +19,10 @@ from . import global_vars
 from .debug_utils import setup_debug_signals
 from .routes.dpapi import dpapi_background_monitor, dpapi_router
 from .routes.enrichments import router as enrichments_router
-from .subscriptions.bulk_enrichment_handler import process_bulk_enrichment_event
-from .subscriptions.dotnet_handler import process_dotnet_event
-from .subscriptions.file_handler import process_file_event
-from .subscriptions.noseyparker_handler import process_noseyparker_event
+from .subscriptions.bulk_enrichment import process_bulk_enrichment_event
+from .subscriptions.dotnet import process_dotnet_event
+from .subscriptions.file import process_file_event
+from .subscriptions.noseyparker import process_noseyparker_event
 from .workflow import initialize_workflow_runtime, wf_runtime
 from .workflow_manager import WorkflowManager
 
@@ -65,9 +65,7 @@ async def lifespan(app: FastAPI):
         min_size=5,
         max_size=15,
     )
-    # global_vars.asyncpg_pool = asyncpg_pool
 
-    # Initialize global DpapiManager for the application lifetime
     dpapi_manager = NemesisDpapiManager(
         storage_backend=global_vars.asyncpg_pool,
         auto_decrypt=True,
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index da9080a..7f2a7fd 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -246,7 +246,7 @@ async def check_file_linkings(ctx, activity_input):
     """
 
     object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id)
+    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
 
     try:
         linkings_created = await global_vars.file_linking_engine.apply_linking_rules(file_enriched)
@@ -330,7 +330,7 @@ async def handle_file_if_plaintext(ctx, activity_input):
     send a pub/sub message to NoseyParker
     """
     object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id)
+    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
 
     # if the file is plaintext, make sure we index it
     if file_enriched.is_plaintext:
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 83ceae8..a27db14 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -33,31 +33,23 @@ class WorkflowManager:
         self.lock = asyncio.Lock()  # For synchronizing access to active_workflows
         self.max_execution_time = max_execution_time
         self.background_tasks = set()  # Track background tasks to prevent GC
-        self.pool = pool  # Use externally provided pool
-
-        logger.info(
-            "WorkflowManager created (use 'async with' to initialize)",
-            max_execution_time=max_execution_time,
-            pid=os.getpid(),
-        )
+        self.pool = pool
 
     async def __aenter__(self):
         """Async context manager entry - start background tasks"""
-        if self.pool is None:
-            raise ValueError("WorkflowManager requires an asyncpg pool to be provided")
 
         # Start background cleanup task
         cleanup_task = asyncio.create_task(self._cleanup_loop())
         self.background_tasks.add(cleanup_task)
         cleanup_task.add_done_callback(self.background_tasks.discard)
 
-        logger.info("WorkflowManager fully initialized", pid=os.getpid())
+        logger.info("WorkflowManager fully initialized")
 
         return self
 
     async def __aexit__(self, exc_type, exc_val, exc_tb):
         """Async context manager exit - cleanup background tasks (pool is externally managed)"""
-        logger.info("Cleaning up WorkflowManager...", pid=os.getpid())
+        logger.info("Cleaning up WorkflowManager...")
 
         # Cancel all background tasks
         for task in self.background_tasks:
@@ -69,10 +61,8 @@ class WorkflowManager:
             await asyncio.gather(*self.background_tasks, return_exceptions=True)
 
         self.background_tasks.clear()
+        logger.info("WorkflowManager cleanup completed")
 
-        # Note: Pool is externally managed and will be closed by the caller
-
-        logger.info("WorkflowManager cleanup completed", pid=os.getpid())
         return False  # Don't suppress exceptions
 
     async def _cleanup_loop(self):
@@ -82,7 +72,7 @@ class WorkflowManager:
             try:
                 await self.cleanup_stale_workflows()
             except Exception as e:
-                logger.error(f"Background cleanup error: {e}", pid=os.getpid())
+                logger.error(f"Background cleanup error: {e}")
 
     def _get_status_string(self, state_obj):
         """Convert workflow state to string"""
@@ -189,9 +179,7 @@ class WorkflowManager:
                     )
 
         except Exception as e:
-            logger.error(
-                "Error publishing workflow completion event", workflow_id=instance_id, error=str(e), pid=os.getpid()
-            )
+            logger.error("Error publishing workflow completion event", workflow_id=instance_id, error=str(e))
 
     async def cleanup_stale_workflows(self):
         """Clean up workflows that were left running from previous service instances"""
@@ -210,16 +198,16 @@ class WorkflowManager:
                 )
 
             if stale_workflows:
-                logger.warning(f"Found {len(stale_workflows)} stale workflows, cleaning up...", pid=os.getpid())
+                logger.warning(f"Found {len(stale_workflows)} stale workflows, cleaning up...")
 
                 for wf_id, _object_id, runtime_seconds in stale_workflows:
-                    logger.info(f"Cleaning up stale workflow {wf_id}, runtime: {runtime_seconds:.2f}s", pid=os.getpid())
+                    logger.info(f"Cleaning up stale workflow {wf_id}, runtime: {runtime_seconds:.2f}s")
 
                     # Try to terminate the workflow in Dapr
                     try:
                         await asyncio.to_thread(workflow_client.terminate_workflow, wf_id)
                     except Exception as e:
-                        logger.warning(f"Could not terminate workflow {wf_id}: {e}", pid=os.getpid())
+                        logger.warning(f"Could not terminate workflow {wf_id}: {e}")
 
                     # Update database status
                     await self.update_workflow_status(
@@ -230,7 +218,7 @@ class WorkflowManager:
                     await self.publish_workflow_completion(wf_id, completed=False)
 
         except Exception as e:
-            logger.error(f"Error during stale workflow cleanup: {e}", pid=os.getpid())
+            logger.error(f"Error during stale workflow cleanup: {e}")
 
     async def update_workflow_status(self, instance_id, status, runtime_seconds=None, error_message=None):
         """
@@ -304,9 +292,9 @@ class WorkflowManager:
                     #   TODO: should this only include running workflows?
                     await conn.execute("DELETE FROM workflows")
             except Exception as e:
-                logger.exception(e, message="Error resetting workflows in database", pid=os.getpid())
+                logger.exception(e, message="Error resetting workflows in database")
 
-            logger.info("WorkflowManager reset", active_count=len(self.active_workflows), pid=os.getpid())
+            logger.info("WorkflowManager reset", active_count=len(self.active_workflows))
 
             return {
                 "status": "success",
@@ -388,7 +376,7 @@ class WorkflowManager:
                 return instance_id
 
         except Exception as e:
-            logger.exception(e, message="Error starting workflow", pid=os.getpid())
+            logger.exception(e, message="Error starting workflow")
             raise
 
     async def _monitor_workflow(self, instance_id, workflow_start_time: float):
@@ -445,7 +433,7 @@ class WorkflowManager:
                         instance_id,
                         recursive=True,
                     )  # recursive == terminate all child workflows
-                    logger.info("Workflow terminated due to timeout", instance_id=instance_id, pid=os.getpid())
+                    logger.info("Workflow terminated due to timeout", instance_id=instance_id)
 
                     await self.update_workflow_status(instance_id, "TIMEOUT", processing_time, "timeout")
 
@@ -640,7 +628,7 @@ class WorkflowManager:
                 return instance_id
 
         except Exception as e:
-            logger.exception(e, message="Error starting single enrichment workflow", pid=os.getpid())
+            logger.exception(e, message="Error starting single enrichment workflow")
             raise
 
     async def _monitor_single_enrichment_workflow(self, instance_id, workflow_start_time):

From 4fdc3f6b507c3b3912367721d101c37934d0ab5f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 17:51:26 -0700
Subject: [PATCH 265/279] add db pool support to file_linking

---
 .../config_monitoring_enabled.yaml            |  4 +-
 .../file_linking/database_service.py          | 40 ++++-------------
 libs/file_linking/file_linking/helpers.py     | 45 +++++++++++++++++--
 .../file_linking/file_linking/rules_engine.py |  5 ++-
 libs/file_linking/tests/test_rules_engine.py  | 33 +++++++++-----
 .../file_enrichment/controller.py             |  3 ++
 .../file_enrichment/global_vars.py            |  7 +--
 7 files changed, 82 insertions(+), 55 deletions(-)

diff --git a/infra/dapr/configuration/config_monitoring_enabled.yaml b/infra/dapr/configuration/config_monitoring_enabled.yaml
index 275ea73..491afc6 100644
--- a/infra/dapr/configuration/config_monitoring_enabled.yaml
+++ b/infra/dapr/configuration/config_monitoring_enabled.yaml
@@ -3,8 +3,8 @@ kind: Configuration
 metadata:
   name: schedulerconfig
 spec:
-  # workflow:
-  #   maxConcurrentWorkflowInvocations: 1
+  workflow:
+    maxConcurrentWorkflowInvocations: 1
   #   maxConcurrentActivityInvocations: 1
   tracing:
     expandParams: true
diff --git a/libs/file_linking/file_linking/database_service.py b/libs/file_linking/file_linking/database_service.py
index 413813c..423eac5 100644
--- a/libs/file_linking/file_linking/database_service.py
+++ b/libs/file_linking/file_linking/database_service.py
@@ -22,8 +22,8 @@ class FileListingStatus(str, Enum):
 class FileLinkingDatabaseService:
     """Service for managing file listings and linkings in the database."""
 
-    def __init__(self, postgres_connection_string: str):
-        self.connection_string = postgres_connection_string
+    def __init__(self, connection_pool: asyncpg.Pool):
+        self.pool = connection_pool
 
     async def add_file_listing(self, source: str, path: str, status: FileListingStatus, object_id: str | None = None) -> bool:
         """
@@ -55,8 +55,7 @@ class FileLinkingDatabaseService:
                         updated_at = CURRENT_TIMESTAMP
                 """
 
-                conn = await asyncpg.connect(self.connection_string)
-                try:
+                async with self.pool.acquire() as conn:
                     await conn.execute(query, source, path, object_id, status.value)
 
                     logger.debug(
@@ -68,9 +67,6 @@ class FileLinkingDatabaseService:
                     )
                     return True
 
-                finally:
-                    await conn.close()
-
             except Exception as e:
                 logger.exception(
                     "Error adding file listing", source=source, path=path, status=status.value, error=str(e)
@@ -102,8 +98,7 @@ class FileLinkingDatabaseService:
                         updated_at = CURRENT_TIMESTAMP
                 """
 
-                conn = await asyncpg.connect(self.connection_string)
-                try:
+                async with self.pool.acquire() as conn:
                     await conn.execute(query, source, file_path_1, file_path_2, link_type)
 
                     logger.debug(
@@ -115,9 +110,6 @@ class FileLinkingDatabaseService:
                     )
                     return True
 
-                finally:
-                    await conn.close()
-
             except Exception as e:
                 logger.exception(
                     "Error adding file linking",
@@ -170,8 +162,7 @@ class FileLinkingDatabaseService:
             """
 
             # Use asyncpg for async operations
-            conn = await asyncpg.connect(self.connection_string)
-            try:
+            async with self.pool.acquire() as conn:
                 rows = await conn.fetch(query, source)
                 results = [{"table_name": row["table_name"], "path": row["path"]} for row in rows]
 
@@ -182,9 +173,6 @@ class FileLinkingDatabaseService:
                 )
                 return results
 
-            finally:
-                await conn.close()
-
         except Exception as e:
             logger.exception("Error querying placeholder entries", source=source, error=str(e))
             return []
@@ -211,8 +199,7 @@ class FileLinkingDatabaseService:
                 AND object_id IS NOT NULL
             """
 
-            conn = await asyncpg.connect(self.connection_string)
-            try:
+            async with self.pool.acquire() as conn:
                 rows = await conn.fetch(query, source)
                 paths = [row["path"] for row in rows]
 
@@ -223,9 +210,6 @@ class FileLinkingDatabaseService:
                 )
                 return paths
 
-            finally:
-                await conn.close()
-
         except Exception as e:
             logger.exception("Error querying collected files", source=source, error=str(e))
             return []
@@ -251,8 +235,7 @@ class FileLinkingDatabaseService:
                 WHERE source = $1 AND LOWER(path) = LOWER($2)
             """
 
-            conn = await asyncpg.connect(self.connection_string)
-            try:
+            async with self.pool.acquire() as conn:
                 result = await conn.execute(query, source, old_path, new_path)
 
                 logger.info(
@@ -264,9 +247,6 @@ class FileLinkingDatabaseService:
                 )
                 return True
 
-            finally:
-                await conn.close()
-
         except Exception as e:
             logger.exception(
                 "Error updating file listing path",
@@ -298,8 +278,7 @@ class FileLinkingDatabaseService:
                 WHERE source = $1 AND LOWER(file_path_2) = LOWER($2)
             """
 
-            conn = await asyncpg.connect(self.connection_string)
-            try:
+            async with self.pool.acquire() as conn:
                 result = await conn.execute(query, source, old_path, new_path)
 
                 logger.info(
@@ -311,9 +290,6 @@ class FileLinkingDatabaseService:
                 )
                 return True
 
-            finally:
-                await conn.close()
-
         except Exception as e:
             logger.exception(
                 "Error updating file linking path",
diff --git a/libs/file_linking/file_linking/helpers.py b/libs/file_linking/file_linking/helpers.py
index 530e8d3..a6af81d 100644
--- a/libs/file_linking/file_linking/helpers.py
+++ b/libs/file_linking/file_linking/helpers.py
@@ -5,6 +5,7 @@ This module provides a simple interface for enrichment modules to register
 file relationships they discover during analysis.
 """
 
+import asyncpg
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
 
@@ -19,6 +20,7 @@ async def add_file_linkings(
     linked_file_paths: list[str],
     link_type: str,
     collection_reason: str | None = None,
+    connection_pool: asyncpg.Pool | None = None,
 ) -> int:
     """
     Add file linkings programmatically from enrichment modules.
@@ -32,6 +34,7 @@ async def add_file_linkings(
         linked_file_paths: List of file paths to link
         link_type: Type of relationship (e.g., "pe_import", "config_dependency")
         collection_reason: Optional reason for collection
+        connection_pool: Optional asyncpg.Pool. If not provided, will create a new connection.
 
     Returns:
         int: Number of linkings created
@@ -51,12 +54,30 @@ async def add_file_linkings(
             source_file_path="C:\\malware\\sample.exe",
             linked_file_paths=linked_paths,
             link_type="pe_import",
-            collection_reason="Required DLL dependencies for analysis"
+            collection_reason="Required DLL dependencies for analysis",
+            connection_pool=pool  # Pass pool for better performance
         )
     """
 
     try:
-        file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
+        if connection_pool is not None:
+            file_linking_engine = FileLinkingEngine(connection_pool)
+        else:
+            # Fallback: create temporary pool for backward compatibility
+            logger.warning(
+                "add_file_linkings called without connection_pool, creating temporary connection. "
+                "Consider passing a connection pool for better performance."
+            )
+            temp_pool = await asyncpg.create_pool(
+                get_postgres_connection_str(),
+                min_size=1,
+                max_size=2,
+            )
+            try:
+                file_linking_engine = FileLinkingEngine(temp_pool)
+            finally:
+                # Note: We'll close this pool after use below
+                pass
     except Exception as e:
         logger.exception(e, "[add_file_linkings]")
         return 0
@@ -65,7 +86,7 @@ async def add_file_linkings(
         return 0
 
     try:
-        return await file_linking_engine.add_programmatic_linking(
+        result = await file_linking_engine.add_programmatic_linking(
             source=source,
             source_file_path=source_file_path,
             linked_file_paths=linked_file_paths,
@@ -73,6 +94,12 @@ async def add_file_linkings(
             collection_reason=collection_reason,
         )
 
+        # Close temporary pool if we created one
+        if connection_pool is None and temp_pool:
+            await temp_pool.close()
+
+        return result
+
     except Exception as e:
         logger.exception(
             "[add_file_linkings] Error adding programmatic file linkings",
@@ -82,11 +109,19 @@ async def add_file_linkings(
             link_type=link_type,
             error=str(e),
         )
+        # Close temporary pool if we created one
+        if connection_pool is None and temp_pool:
+            await temp_pool.close()
         return 0
 
 
 async def add_file_linking(
-    source: str, source_file_path: str, linked_file_path: str, link_type: str, collection_reason: str | None = None
+    source: str,
+    source_file_path: str,
+    linked_file_path: str,
+    link_type: str,
+    collection_reason: str | None = None,
+    connection_pool: asyncpg.Pool | None = None,
 ) -> bool:
     """
     Add a single file linking (convenience function).
@@ -99,6 +134,7 @@ async def add_file_linking(
         linked_file_path: Path of the linked file
         link_type: Type of relationship
         collection_reason: Optional reason for collection
+        connection_pool: Optional asyncpg.Pool. If not provided, will create a new connection.
 
     Returns:
         bool: True if successful, False otherwise
@@ -110,6 +146,7 @@ async def add_file_linking(
             linked_file_paths=[linked_file_path],
             link_type=link_type,
             collection_reason=collection_reason,
+            connection_pool=connection_pool,
         )
         > 0
     )
diff --git a/libs/file_linking/file_linking/rules_engine.py b/libs/file_linking/file_linking/rules_engine.py
index 1a5e51f..2ab5d99 100644
--- a/libs/file_linking/file_linking/rules_engine.py
+++ b/libs/file_linking/file_linking/rules_engine.py
@@ -11,6 +11,7 @@ import os
 import posixpath
 from dataclasses import dataclass
 
+import asyncpg
 import yaml
 from common.logger import get_logger
 from common.models import FileEnriched
@@ -60,8 +61,8 @@ class FileLinkingEngine:
     Supports both YAML-based rules and programmatic calls from enrichment modules.
     """
 
-    def __init__(self, postgres_connection_string: str, rules_dir: str | None = None):
-        self.db_service = FileLinkingDatabaseService(postgres_connection_string)
+    def __init__(self, connection_pool: asyncpg.Pool, rules_dir: str | None = None):
+        self.db_service = FileLinkingDatabaseService(connection_pool)
         self.placeholder_resolver = PlaceholderResolver(self.db_service)
         self.rules: list[LinkingRule] = []
 
diff --git a/libs/file_linking/tests/test_rules_engine.py b/libs/file_linking/tests/test_rules_engine.py
index 41ab9c8..582460b 100644
--- a/libs/file_linking/tests/test_rules_engine.py
+++ b/libs/file_linking/tests/test_rules_engine.py
@@ -1,12 +1,23 @@
 """Tests for the file linking rules engine."""
 
 from datetime import datetime, timedelta
+from unittest.mock import AsyncMock, MagicMock
 
 import pytest
 from common.models import FileEnriched, FileHashes
 from file_linking.rules_engine import FileLinkingEngine, Trigger
 
 
+@pytest.fixture
+def mock_asyncpg_pool():
+    """Create a mock asyncpg.Pool for testing."""
+    pool = MagicMock()
+    pool.acquire = MagicMock()
+    pool.acquire.return_value.__aenter__ = AsyncMock()
+    pool.acquire.return_value.__aexit__ = AsyncMock()
+    return pool
+
+
 def create_file_enriched(object_id: str, path: str, mime_type: str, magic_type: str) -> FileEnriched:
     """Helper function to create a FileEnriched instance with all required fields."""
     return FileEnriched(
@@ -34,12 +45,12 @@ class TestMatchesTrigger:
     """Tests for the _matches_trigger method."""
 
     @pytest.fixture
-    def engine(self, tmp_path):
+    def engine(self, tmp_path, mock_asyncpg_pool):
         """Create a FileLinkingEngine instance with a temporary rules directory."""
         rules_dir = tmp_path / "rules"
         rules_dir.mkdir()
-        # Using a dummy postgres connection string since we're only testing _matches_trigger
-        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=str(rules_dir))
+        # Using a mock asyncpg pool since we're only testing _matches_trigger
+        return FileLinkingEngine(connection_pool=mock_asyncpg_pool, rules_dir=str(rules_dir))
 
     def test_matches_trigger_chromium_cookies(self, engine):
         """Test matching Chromium cookies with various trigger conditions."""
@@ -230,13 +241,13 @@ class TestChromiumCookiesLinking:
     """Tests for Chromium cookies linking to Local State file."""
 
     @pytest.fixture
-    def engine(self, tmp_path):
+    def engine(self, tmp_path, mock_asyncpg_pool):
         """Create a FileLinkingEngine with the actual chromium cookies rule."""
         # Use the real rules directory to load the cookies.yaml rule
         import os
 
         rules_dir = os.path.join(os.path.dirname(os.path.dirname(__file__)), "file_linking", "rules")
-        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=rules_dir)
+        return FileLinkingEngine(connection_pool=mock_asyncpg_pool, rules_dir=rules_dir)
 
     def test_chromium_cookies_links_to_local_state_windows(self, engine):
         """Test that Chromium Cookies file creates a link to Local State on Windows paths."""
@@ -327,12 +338,12 @@ class TestChromiumLocalStateLinking:
     """Tests for Chromium Local State linking to Login Data and Cookies files."""
 
     @pytest.fixture
-    def engine(self, tmp_path):
+    def engine(self, tmp_path, mock_asyncpg_pool):
         """Create a FileLinkingEngine with the actual chromium local_state rule."""
         import os
 
         rules_dir = os.path.join(os.path.dirname(os.path.dirname(__file__)), "file_linking", "rules")
-        return FileLinkingEngine(postgres_connection_string="postgresql://dummy", rules_dir=rules_dir)
+        return FileLinkingEngine(connection_pool=mock_asyncpg_pool, rules_dir=rules_dir)
 
     def test_chromium_local_state_links_to_login_data_and_cookies_windows(self, engine):
         """Test that Chromium Local State file creates links to Login Data and Cookies on Windows paths."""
@@ -509,15 +520,13 @@ class TestPlaceholderResolutionIntegration:
     """Integration tests for placeholder resolution in file linking."""
 
     @pytest.fixture
-    def engine(self, tmp_path):
+    def engine(self, tmp_path, mock_asyncpg_pool):
         """Create a FileLinkingEngine with test database."""
-        from unittest.mock import AsyncMock
-
         rules_dir = tmp_path / "rules"
         rules_dir.mkdir()
 
-        # Using a mock connection since we're testing logic, not actual DB
-        engine = FileLinkingEngine(postgres_connection_string="postgresql://test", rules_dir=str(rules_dir))
+        # Using a mock pool since we're testing logic, not actual DB
+        engine = FileLinkingEngine(connection_pool=mock_asyncpg_pool, rules_dir=str(rules_dir))
 
         # Mock the database service methods (now async)
         engine.db_service.add_file_listing = AsyncMock(return_value=True)
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 5cf02b7..d5b0771 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -12,6 +12,7 @@ from dapr.ext.fastapi import DaprApp
 from fastapi import FastAPI
 from file_enrichment.postgres_notifications import postgres_notify_listener
 from file_enrichment.workflow_recovery import recover_interrupted_workflows
+from file_linking import FileLinkingEngine
 from nemesis_dpapi import DpapiManager as NemesisDpapiManager
 from nemesis_dpapi.eventing import DaprDpapiEventPublisher
 
@@ -66,6 +67,8 @@ async def lifespan(app: FastAPI):
         max_size=15,
     )
 
+    global_vars.file_linking_engine = FileLinkingEngine(global_vars.asyncpg_pool)
+
     dpapi_manager = NemesisDpapiManager(
         storage_backend=global_vars.asyncpg_pool,
         auto_decrypt=True,
diff --git a/projects/file_enrichment/file_enrichment/global_vars.py b/projects/file_enrichment/file_enrichment/global_vars.py
index 8ee9cf1..fa91732 100644
--- a/projects/file_enrichment/file_enrichment/global_vars.py
+++ b/projects/file_enrichment/file_enrichment/global_vars.py
@@ -4,7 +4,6 @@ import os
 
 import asyncpg
 import dapr.ext.workflow as wf
-from common.db import get_postgres_connection_str
 from common.logger import WORKFLOW_CLIENT_LOG_LEVEL
 from common.storage import StorageMinio
 from dapr.ext.workflow.logger.options import LoggerOptions
@@ -27,6 +26,8 @@ nemesis_url = os.getenv("NEMESIS_URL", "http://localhost/")
 nemesis_url = f"{nemesis_url}/" if not nemesis_url.endswith("/") else nemesis_url
 
 asyncpg_pool: asyncpg.Pool = None  # Connection pool for database operations
-
-file_linking_engine = FileLinkingEngine(get_postgres_connection_str())
 asyncio_loop: asyncio.AbstractEventLoop = None
+
+# Note: file_linking_engine is initialized after asyncpg_pool is created
+# See initialization code that sets this up with the pool
+file_linking_engine: FileLinkingEngine = None

From 14785ca8ca961da8531d9884b6bbe7531c5af9ed Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 20:43:03 -0700
Subject: [PATCH 266/279] adjust uvicorn workers to 1

---
 infra/dapr/configuration/config_monitoring_enabled.yaml | 4 ++--
 projects/web_api/Dockerfile                             | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/infra/dapr/configuration/config_monitoring_enabled.yaml b/infra/dapr/configuration/config_monitoring_enabled.yaml
index 491afc6..275ea73 100644
--- a/infra/dapr/configuration/config_monitoring_enabled.yaml
+++ b/infra/dapr/configuration/config_monitoring_enabled.yaml
@@ -3,8 +3,8 @@ kind: Configuration
 metadata:
   name: schedulerconfig
 spec:
-  workflow:
-    maxConcurrentWorkflowInvocations: 1
+  # workflow:
+  #   maxConcurrentWorkflowInvocations: 1
   #   maxConcurrentActivityInvocations: 1
   tracing:
     expandParams: true
diff --git a/projects/web_api/Dockerfile b/projects/web_api/Dockerfile
index 98b770b..c04d813 100644
--- a/projects/web_api/Dockerfile
+++ b/projects/web_api/Dockerfile
@@ -51,7 +51,7 @@ ENV LOG_LEVEL=DEBUG
 
 ENV UVICORN_HOST="0.0.0.0"
 ENV UVICORN_PORT=8000
-ENV UVICORN_WORKERS=2
+ENV UVICORN_WORKERS=1
 ENV UVICORN_RELOAD_DIR="/src/"
 
 ENTRYPOINT ["/bin/sh", "-c", " \
@@ -86,7 +86,7 @@ COPY --from=bundle /venv /venv
 # Uvicorn production settings
 ENV UVICORN_HOST=0.0.0.0 \
     UVICORN_PORT=8000 \
-    UVICORN_WORKERS=4 \
+    UVICORN_WORKERS=1 \
     UVICORN_PROXY_HEADERS=1 \
     UVICORN_ACCESS_LOG=false
 

From b6ad5d951b2e7d2299107c8fc4465983badea056 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 21:33:35 -0700
Subject: [PATCH 267/279] move activities to folder

---
 .../file_enrichment/activities/__init__.py    |  17 +
 .../activities/basic_analysis.py              | 160 ++++++
 .../activities/enrichment_modules.py          | 190 ++++++
 .../activities/file_linkings.py               |  32 ++
 .../activities/plaintext_handler.py           |  82 +++
 .../activities/publish_enriched.py            |  42 ++
 .../activities/publish_findings.py            |  77 +++
 .../file_enrichment/workflow.py               | 540 +-----------------
 8 files changed, 626 insertions(+), 514 deletions(-)
 create mode 100644 projects/file_enrichment/file_enrichment/activities/__init__.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/basic_analysis.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/file_linkings.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/publish_enriched.py
 create mode 100644 projects/file_enrichment/file_enrichment/activities/publish_findings.py

diff --git a/projects/file_enrichment/file_enrichment/activities/__init__.py b/projects/file_enrichment/file_enrichment/activities/__init__.py
new file mode 100644
index 0000000..4dc5ca8
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/__init__.py
@@ -0,0 +1,17 @@
+"""Workflow activities for file enrichment."""
+
+from .basic_analysis import get_basic_analysis
+from .enrichment_modules import run_enrichment_modules
+from .file_linkings import check_file_linkings
+from .plaintext_handler import handle_file_if_plaintext
+from .publish_enriched import publish_enriched_file
+from .publish_findings import publish_findings_alerts
+
+__all__ = [
+    "get_basic_analysis",
+    "check_file_linkings",
+    "publish_findings_alerts",
+    "handle_file_if_plaintext",
+    "publish_enriched_file",
+    "run_enrichment_modules",
+]
diff --git a/projects/file_enrichment/file_enrichment/activities/basic_analysis.py b/projects/file_enrichment/file_enrichment/activities/basic_analysis.py
new file mode 100644
index 0000000..5acfa72
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/basic_analysis.py
@@ -0,0 +1,160 @@
+"""Basic file analysis activity."""
+
+import json
+import pathlib
+import posixpath
+from datetime import datetime
+
+import common.helpers as helpers
+import magic
+from common.helpers import get_file_extension, is_container
+from common.logger import get_logger
+from common.workflows.setup import workflow_activity
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from .. import global_vars
+
+logger = get_logger(__name__)
+
+
+@workflow_activity
+async def get_basic_analysis(ctx: WorkflowActivityContext, activity_input):
+    """
+    Perform 'basic' analysis on a file and save to database. Run for every file.
+
+    This activity downloads the file, processes it to extract metadata,
+    and saves the results to the database.
+    """
+    object_id = activity_input["object_id"]
+
+    with global_vars.storage.download(object_id) as file:
+        file_enriched = process_basic_analysis(file.name, activity_input)
+        await save_file_enriched_to_db(file_enriched)
+
+        return file_enriched
+
+
+def parse_timestamp(ts):
+    """Parse a timestamp string or return the datetime object as-is."""
+    if isinstance(ts, str):
+        return datetime.fromisoformat(ts.replace("Z", "+00:00"))
+    return ts
+
+
+def process_basic_analysis(temp_file_path: str, activity_input: dict) -> dict:
+    """
+    Process a file and extract basic metadata including hashes, mime type, etc.
+
+    Args:
+        temp_file_path: Path to the temporary file to analyze
+        activity_input: Dictionary containing file metadata (object_id, path, etc.)
+
+    Returns:
+        Dictionary with all file enrichment data (activity_input merged with basic_analysis)
+    """
+    path = activity_input.get("path", "")
+
+    mime_type = magic.from_file(temp_file_path, mime=True)
+    if mime_type == "text/plain" or helpers.is_text_file(temp_file_path):
+        is_plaintext = True
+    else:
+        is_plaintext = False
+
+    basic_analysis = {
+        "file_name": posixpath.basename(path),
+        "extension": get_file_extension(path),
+        "size": pathlib.Path(temp_file_path).stat().st_size,
+        "hashes": {
+            "md5": helpers.calculate_file_hash(temp_file_path, "md5"),
+            "sha1": helpers.calculate_file_hash(temp_file_path, "sha1"),
+            "sha256": helpers.calculate_file_hash(temp_file_path, "sha256"),
+        },
+        "magic_type": magic.from_file(temp_file_path),
+        "mime_type": mime_type,
+        "is_plaintext": is_plaintext,
+        "is_container": is_container(mime_type),
+    }
+
+    file_enriched = {
+        **activity_input,
+        **basic_analysis,
+    }
+
+    return file_enriched
+
+
+async def save_file_enriched_to_db(file_enriched: dict) -> None:
+    """
+    Save file enrichment data to the PostgreSQL database.
+
+    Args:
+        file_enriched: Dictionary containing all file enrichment data
+    """
+    try:
+        async with global_vars.asyncpg_pool.acquire() as conn:
+            # Convert field names to match database schema
+            insert_query = """
+                INSERT INTO files_enriched (
+                    object_id, agent_id, source, project, timestamp, expiration, path,
+                    file_name, extension, size, magic_type, mime_type,
+                    is_plaintext, is_container, originating_object_id, originating_container_id,
+                    nesting_level, file_creation_time, file_access_time,
+                    file_modification_time, security_info, hashes
+                ) VALUES (
+                    $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16,
+                    $17, $18, $19, $20, $21, $22
+                )
+                ON CONFLICT (object_id) DO UPDATE SET
+                    agent_id = EXCLUDED.agent_id,
+                    source = EXCLUDED.source,
+                    project = EXCLUDED.project,
+                    timestamp = EXCLUDED.timestamp,
+                    expiration = EXCLUDED.expiration,
+                    path = EXCLUDED.path,
+                    file_name = EXCLUDED.file_name,
+                    extension = EXCLUDED.extension,
+                    size = EXCLUDED.size,
+                    magic_type = EXCLUDED.magic_type,
+                    mime_type = EXCLUDED.mime_type,
+                    is_plaintext = EXCLUDED.is_plaintext,
+                    is_container = EXCLUDED.is_container,
+                    originating_object_id = EXCLUDED.originating_object_id,
+                    originating_container_id = EXCLUDED.originating_container_id,
+                    nesting_level = EXCLUDED.nesting_level,
+                    file_creation_time = EXCLUDED.file_creation_time,
+                    file_access_time = EXCLUDED.file_access_time,
+                    file_modification_time = EXCLUDED.file_modification_time,
+                    security_info = EXCLUDED.security_info,
+                    hashes = EXCLUDED.hashes,
+                    updated_at = CURRENT_TIMESTAMP
+            """
+
+            await conn.execute(
+                insert_query,
+                file_enriched["object_id"],
+                file_enriched.get("agent_id"),
+                file_enriched.get("source"),
+                file_enriched.get("project"),
+                parse_timestamp(file_enriched.get("timestamp")),
+                parse_timestamp(file_enriched.get("expiration")),
+                file_enriched.get("path"),
+                file_enriched.get("file_name"),
+                file_enriched.get("extension"),
+                file_enriched.get("size"),
+                file_enriched.get("magic_type"),
+                file_enriched.get("mime_type"),
+                file_enriched.get("is_plaintext"),
+                file_enriched.get("is_container"),
+                file_enriched.get("originating_object_id"),
+                file_enriched.get("originating_container_id"),
+                file_enriched.get("nesting_level"),
+                parse_timestamp(file_enriched.get("file_creation_time")),
+                parse_timestamp(file_enriched.get("file_access_time")),
+                parse_timestamp(file_enriched.get("file_modification_time")),
+                json.dumps(file_enriched.get("security_info")) if file_enriched.get("security_info") else None,
+                json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
+            )
+            logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
+    except Exception as e:
+        logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
+        raise
diff --git a/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
new file mode 100644
index 0000000..ef416c7
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
@@ -0,0 +1,190 @@
+"""Enrichment modules activity."""
+
+import json
+import os
+
+import common.helpers as helpers
+from common.logger import get_logger
+from common.models import EnrichmentResult
+from common.workflows.setup import workflow_activity
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from .. import global_vars
+
+logger = get_logger(__name__)
+
+# Global module map - will be set during initialization
+global_module_map = {}
+
+
+@workflow_activity
+async def run_enrichment_modules(ctx: WorkflowActivityContext, activity_input: dict):
+    """Activity that runs all enrichment modules for a file with single file download."""
+
+    object_id = activity_input["object_id"]
+    execution_order = activity_input["execution_order"]
+
+    logger.info("Starting enrichment modules processing", object_id=object_id, execution_order=execution_order)
+    logger.info("ctx type: ", ctx=type(ctx))
+
+    results = []
+
+    try:
+        with global_vars.storage.download(object_id) as temp_file:
+            logger.debug(
+                "Downloaded file for processing",
+                object_id=object_id,
+                temp_file=temp_file.name,
+                size=os.path.getsize(temp_file.name),
+            )
+
+            modules_to_process = determine_modules_to_process(object_id, temp_file.name, execution_order)
+
+            for module_name in modules_to_process:
+                try:
+                    result = await execute_enrichment_module(object_id, temp_file.name, module_name)
+
+                    if result:
+                        # Store enrichment result directly in database
+                        await store_enrichment_results(object_id, module_name, result)
+
+                        results.append((module_name, {"status": "success", "module": module_name}))
+                        logger.debug("Module completed successfully", module_name=module_name)
+                    else:
+                        results.append((module_name, None))
+                        logger.debug("Module returned no result", module_name=module_name)
+
+                except Exception as e:
+                    logger.exception(
+                        "Error in enrichment module", module_name=module_name, object_id=object_id, error=str(e)
+                    )
+
+                    # Update workflow in database with failed module
+                    await record_module_failure(object_id, module_name, e)
+
+                    results.append((module_name, None))
+                    # Continue with other modules instead of raising
+
+    except Exception as e:
+        logger.exception("Error in run_enrichment_modules", object_id=object_id, error=str(e))
+        raise
+
+    logger.debug("Enrichment modules processing completed", object_id=object_id, total_modules=len(results))
+    return results
+
+
+def determine_modules_to_process(object_id: str, temp_file_path: str, execution_order: list[str]) -> list[str]:
+    """First pass: determine which modules should process this file."""
+    modules_to_process = []
+
+    for module_name in execution_order:
+        if module_name not in global_module_map:
+            logger.warning("Module not found", module_name=module_name)
+            continue
+
+        module = global_module_map[module_name]
+        try:
+            should_process = module.should_process(object_id, temp_file_path)
+
+            if should_process:
+                modules_to_process.append(module_name)
+        except Exception as e:
+            logger.exception("Error in should_process", module_name=module_name, error=str(e))
+
+    logger.info("Modules selected for processing", object_id=object_id, modules_to_process=modules_to_process)
+    return modules_to_process
+
+
+async def execute_enrichment_module(object_id: str, temp_file_path: str, module_name: str) -> EnrichmentResult | None:
+    """Second pass: process a single module and return its result."""
+    module = global_module_map[module_name]
+    logger.debug("Starting module processing", module_name=module_name)
+
+    # Check if the module's process method returns a coroutine (async)
+    result_or_coro = module.process(object_id, temp_file_path)
+    if hasattr(result_or_coro, "__await__"):
+        # It's a coroutine, await it
+        result: EnrichmentResult = await result_or_coro
+    else:
+        # It's a synchronous result
+        result: EnrichmentResult = result_or_coro
+
+    return result
+
+
+async def store_enrichment_results(object_id: str, module_name: str, result: EnrichmentResult):
+    """Store enrichment results, transforms, and findings in the database."""
+    async with global_vars.asyncpg_pool.acquire() as conn:
+        # Store enrichment
+        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
+        await conn.execute(
+            """
+            INSERT INTO enrichments (object_id, module_name, result_data)
+            VALUES ($1, $2, $3)
+        """,
+            object_id,
+            module_name,
+            results_escaped,
+        )
+
+        # Store any transforms
+        if result.transforms:
+            for transform in result.transforms:
+                await conn.execute(
+                    """
+                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
+                    VALUES ($1, $2, $3, $4)
+                """,
+                    object_id,
+                    transform.type,
+                    transform.object_id,
+                    json.dumps(transform.metadata) if transform.metadata else None,
+                )
+
+        # Store any findings
+        if result.findings:
+            for finding in result.findings:
+                await conn.execute(
+                    """
+                    INSERT INTO findings (
+                        finding_name, category, severity, object_id,
+                        origin_type, origin_name, raw_data, data
+                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
+                """,
+                    finding.finding_name,
+                    finding.category,
+                    finding.severity,
+                    object_id,
+                    finding.origin_type,
+                    finding.origin_name,
+                    json.dumps(finding.raw_data),
+                    json.dumps([obj.model_dump_json() for obj in finding.data]),
+                )
+
+        # Update workflow in database with successful module
+        await conn.execute(
+            """
+            UPDATE workflows
+            SET enrichments_success = array_append(enrichments_success, $1)
+            WHERE object_id = $2
+            """,
+            module_name,
+            object_id,
+        )
+
+
+async def record_module_failure(object_id: str, module_name: str, error: Exception):
+    """Record a module failure in the database."""
+    try:
+        async with global_vars.asyncpg_pool.acquire() as conn:
+            await conn.execute(
+                """
+                UPDATE workflows
+                SET enrichments_failure = array_append(enrichments_failure, $1)
+                WHERE object_id = $2
+                """,
+                f"{module_name}:{str(error)[:100]}",
+                object_id,
+            )
+    except Exception as db_error:
+        logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
diff --git a/projects/file_enrichment/file_enrichment/activities/file_linkings.py b/projects/file_enrichment/file_enrichment/activities/file_linkings.py
new file mode 100644
index 0000000..91426b5
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/file_linkings.py
@@ -0,0 +1,32 @@
+"""File linking activity."""
+
+from common.logger import get_logger
+from common.state_helpers import get_file_enriched_async
+from common.workflows.setup import workflow_activity
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from .. import global_vars
+
+logger = get_logger(__name__)
+
+
+@workflow_activity
+async def check_file_linkings(ctx: WorkflowActivityContext, activity_input):
+    """
+    Check for file linkings using the rules engine and update database tables.
+    """
+
+    object_id = activity_input["object_id"]
+    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
+
+    try:
+        linkings_created = await global_vars.file_linking_engine.apply_linking_rules(file_enriched)
+
+        logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
+
+        return {"linkings_created": linkings_created}
+
+    except Exception as e:
+        logger.exception("Error in file linking check", object_id=object_id, error=str(e))
+        # Don't raise to ensure workflow can complete
+        return {"linkings_created": 0, "error": str(e)}
diff --git a/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py b/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
new file mode 100644
index 0000000..c67e1ec
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
@@ -0,0 +1,82 @@
+"""Plaintext file handling activity."""
+
+import io
+import json
+
+from common.helpers import create_text_reader
+from common.logger import get_logger
+from common.models import NoseyParkerInput
+from common.state_helpers import get_file_enriched_async
+from common.workflows.setup import workflow_activity
+from dapr.clients import DaprClient
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from .. import global_vars
+
+logger = get_logger(__name__)
+
+
+@workflow_activity
+async def handle_file_if_plaintext(ctx: WorkflowActivityContext, activity_input):
+    """
+    Activity to index a file's contents if it's plaintext and
+    send a pub/sub message to NoseyParker
+    """
+    object_id = activity_input["object_id"]
+    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
+
+    # if the file is plaintext, make sure we index it
+    if file_enriched.is_plaintext:
+        with global_vars.storage.download(object_id) as tmp_file:
+            with open(tmp_file.name, "rb") as binary_file:
+                with create_text_reader(binary_file) as text_file:
+                    await index_plaintext_content(f"{object_id}", text_file)
+
+    nosey_parker_input = NoseyParkerInput(object_id=object_id)
+    with DaprClient() as client:
+        client.publish_event(
+            pubsub_name="pubsub",
+            topic_name="noseyparker-input",
+            data=json.dumps(nosey_parker_input.model_dump()),
+            data_content_type="application/json",
+        )
+    logger.debug(f"Published noseyparker_input: {object_id}")
+
+
+async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chunk_bytes: int = 800000):
+    """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
+    logger.debug(f"indexing plaintext for {object_id}")
+
+    async with global_vars.asyncpg_pool.acquire() as conn:
+        await conn.execute("DELETE FROM plaintext_content WHERE object_id = $1", object_id)
+
+        chunk_number = 0
+        insert_query = """
+        INSERT INTO plaintext_content (object_id, chunk_number, content)
+        VALUES ($1, $2, $3);
+        """
+
+        # Read file content
+        file_content = file_obj.read()
+
+        # Process in chunks, ensuring we don't exceed byte limits
+        i = 0
+        while i < len(file_content):
+            # Take a chunk that's guaranteed to be under the byte limit
+            chunk_end = min(i + max_chunk_bytes // 4, len(file_content))  # Div by 4 for worst-case UTF-8
+            chunk_content = file_content[i:chunk_end]
+
+            # If chunk is still too big in bytes, trim it down
+            while len(chunk_content.encode("utf-8")) > max_chunk_bytes and chunk_content:
+                chunk_content = chunk_content[:-100]  # Remove 100 chars at a time
+
+            if chunk_content:  # Only insert non-empty chunks
+                actual_bytes = len(chunk_content.encode("utf-8"))
+                logger.debug(f"Inserting chunk {chunk_number} with {actual_bytes} bytes")
+                await conn.execute(insert_query, object_id, chunk_number, chunk_content)
+                chunk_number += 1
+
+            # Move to next chunk
+            i = chunk_end
+
+        logger.debug("Indexed chunked content", object_id=object_id, num_chunks=chunk_number)
diff --git a/projects/file_enrichment/file_enrichment/activities/publish_enriched.py b/projects/file_enrichment/file_enrichment/activities/publish_enriched.py
new file mode 100644
index 0000000..0a437e4
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/publish_enriched.py
@@ -0,0 +1,42 @@
+"""Publish enriched file activity."""
+
+import json
+
+from common.logger import get_logger
+from common.state_helpers import get_file_enriched_async
+from common.workflows.setup import workflow_activity
+from dapr.clients import DaprClient
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+logger = get_logger(__name__)
+
+
+@workflow_activity
+async def publish_enriched_file(ctx: WorkflowActivityContext, activity_input):
+    """
+    Activity to publish enriched file data to pubsub after retrieving from state store.
+    """
+    object_id = activity_input["object_id"]
+    file_enriched = await get_file_enriched_async(object_id)
+
+    try:
+        with DaprClient() as client:
+            data = file_enriched.model_dump(
+                exclude_unset=True,
+                mode="json",
+            )
+
+            # Publish to pubsub
+            client.publish_event(
+                pubsub_name="pubsub",
+                topic_name="file_enriched",
+                data=json.dumps(data),
+                data_content_type="application/json",
+            )
+
+            return True
+
+    except Exception as e:
+        logger.exception(e, message="Error publishing enriched file data", object_id=object_id)
+        # Don't raise to ensure workflow can complete
+        return False
diff --git a/projects/file_enrichment/file_enrichment/activities/publish_findings.py b/projects/file_enrichment/file_enrichment/activities/publish_findings.py
new file mode 100644
index 0000000..4159d72
--- /dev/null
+++ b/projects/file_enrichment/file_enrichment/activities/publish_findings.py
@@ -0,0 +1,77 @@
+"""Publish findings and alerts activity."""
+
+import json
+
+import common.helpers as helpers
+from common.logger import get_logger
+from common.models import Alert
+from common.state_helpers import get_file_enriched_async
+from common.workflows.setup import workflow_activity
+from dapr.clients import DaprClient
+from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
+
+from .. import global_vars
+
+logger = get_logger(__name__)
+
+
+@workflow_activity
+async def publish_findings_alerts(ctx: WorkflowActivityContext, activity_input):
+    """
+    Activity to publish enriched file data to pubsub after retrieving from state store.
+    """
+    object_id = activity_input["object_id"]
+    file_enriched = await get_file_enriched_async(object_id)
+
+    # Fetch findings from the database for this object_id
+    async with global_vars.asyncpg_pool.acquire() as conn:
+        findings = await conn.fetch(
+            """
+            SELECT finding_name, category, severity, origin_name, raw_data
+            FROM findings
+            WHERE object_id = $1
+        """,
+            object_id,
+        )
+
+        if findings:
+            with DaprClient() as client:
+                if file_enriched.path:
+                    file_path = helpers.sanitize_file_path(file_enriched.path)
+                else:
+                    file_path = "UNKNOWN"
+
+                for finding in findings:
+                    finding_name = finding["finding_name"]
+                    category = finding["category"]
+                    severity = finding["severity"]
+                    origin_name = finding["origin_name"]
+                    raw_data = finding["raw_data"]
+
+                    finding_message = f"- *Category:* {category} / *Severity:* {severity}\n"
+                    file_message = f"- *File Path:* {file_path}\n"
+                    nemesis_finding_url = f"{global_vars.nemesis_url}findings?object_id={file_enriched.object_id}"
+                    nemesis_file_url = f"{global_vars.nemesis_url}files?object_id={file_enriched.object_id}"
+                    nemesis_footer_finding = f"*<{nemesis_finding_url}|View Finding in Nemesis>* / "
+                    nemesis_footer_file = f"*<{nemesis_file_url}|View File in Nemesis>*\n"
+                    separator = "⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯"
+
+                    rule_message = ""
+                    try:
+                        if finding_name == "noseyparker_match" and raw_data:
+                            if "match" in raw_data and "rule_name" in raw_data["match"]:
+                                rule_name = raw_data["match"]["rule_name"]
+                                rule_message = f"- *Rule name:* {rule_name}\n"
+                    except (json.JSONDecodeError, KeyError) as e:
+                        logger.warning("Error processing raw_data for noseyparker_match", error=str(e))
+
+                    body = f"{finding_message}{rule_message}{file_message}{nemesis_footer_finding}{nemesis_footer_file}{separator}"
+
+                    alert = Alert(title=finding_name, body=body, service=origin_name)
+                    client.publish_event(
+                        pubsub_name="pubsub",
+                        topic_name="alert",
+                        data=json.dumps(alert.model_dump(exclude_unset=True)),
+                        data_content_type="application/json",
+                    )
+                    logger.debug("Published alert", alert=alert)
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 7f2a7fd..b714805 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -1,25 +1,22 @@
 # src/workflow/workflow.py
 import asyncio
-import io
-import json
-import os
-import pathlib
-import posixpath
-from datetime import datetime
 
-import common.helpers as helpers
 import dapr.ext.workflow as wf
-import magic
-from common.helpers import create_text_reader, get_file_extension, is_container
 from common.logger import get_logger
-from common.models import Alert, EnrichmentResult, NoseyParkerInput
-from common.state_helpers import get_file_enriched_async
-from common.workflows.setup import wf_runtime, workflow_activity
-from dapr.clients import DaprClient
+from common.workflows.setup import wf_runtime
 from file_enrichment_modules.module_loader import ModuleLoader
 from nemesis_dpapi import DpapiManager
 
 from . import global_vars
+from .activities import (
+    check_file_linkings,
+    get_basic_analysis,
+    handle_file_if_plaintext,
+    publish_enriched_file,
+    publish_findings_alerts,
+    run_enrichment_modules,
+)
+from .activities.enrichment_modules import global_module_map
 
 logger = get_logger(__name__)
 
@@ -31,13 +28,6 @@ logger = get_logger(__name__)
 ##########################################
 
 
-def parse_timestamp(ts):
-    """Parse a timestamp string or return the datetime object as-is."""
-    if isinstance(ts, str):
-        return datetime.fromisoformat(ts.replace("Z", "+00:00"))
-    return ts
-
-
 def build_dependency_graph(modules):
     """Build a dependency grap for enrichment modules and check for circular dependencies"""
     graph = {name: set() for name in modules.keys()}
@@ -76,483 +66,6 @@ def topological_sort(graph):
     return order
 
 
-# endregion
-
-##########################################
-#
-# region Postgres state
-#
-##########################################
-
-
-async def index_plaintext_content(object_id: str, file_obj: io.TextIOWrapper, max_chunk_bytes: int = 800000):
-    """Used to index plaintext content with byte-based chunking to avoid tsvector limits"""
-    logger.debug(f"indexing plaintext for {object_id}")
-
-    async with global_vars.asyncpg_pool.acquire() as conn:
-        await conn.execute("DELETE FROM plaintext_content WHERE object_id = $1", object_id)
-
-        chunk_number = 0
-        insert_query = """
-        INSERT INTO plaintext_content (object_id, chunk_number, content)
-        VALUES ($1, $2, $3);
-        """
-
-        # Read file content
-        file_content = file_obj.read()
-
-        # Process in chunks, ensuring we don't exceed byte limits
-        i = 0
-        while i < len(file_content):
-            # Take a chunk that's guaranteed to be under the byte limit
-            chunk_end = min(i + max_chunk_bytes // 4, len(file_content))  # Div by 4 for worst-case UTF-8
-            chunk_content = file_content[i:chunk_end]
-
-            # If chunk is still too big in bytes, trim it down
-            while len(chunk_content.encode("utf-8")) > max_chunk_bytes and chunk_content:
-                chunk_content = chunk_content[:-100]  # Remove 100 chars at a time
-
-            if chunk_content:  # Only insert non-empty chunks
-                actual_bytes = len(chunk_content.encode("utf-8"))
-                logger.debug(f"Inserting chunk {chunk_number} with {actual_bytes} bytes")
-                await conn.execute(insert_query, object_id, chunk_number, chunk_content)
-                chunk_number += 1
-
-            # Move to next chunk
-            i = chunk_end
-
-        logger.debug("Indexed chunked content", object_id=object_id, num_chunks=chunk_number)
-
-
-# endregion
-
-##########################################
-#
-# region Dapr activities
-#
-##########################################
-
-
-@workflow_activity
-async def get_basic_analysis(ctx, activity_input):
-    """Perform 'basic' analysis on a file. Run for every file."""
-
-    object_id = activity_input["object_id"]
-    path = activity_input.get("path", "")
-
-    # download from Minio as a temporary file which will be cleaned up on exit
-    with global_vars.storage.download(object_id) as file:
-        mime_type = magic.from_file(file.name, mime=True)
-        if mime_type == "text/plain" or helpers.is_text_file(file.name):
-            is_plaintext = True
-        else:
-            is_plaintext = False
-        basic_analysis = {
-            "file_name": posixpath.basename(path),
-            "extension": get_file_extension(path),
-            "size": pathlib.Path(file.name).stat().st_size,
-            "hashes": {
-                "md5": helpers.calculate_file_hash(file.name, "md5"),
-                "sha1": helpers.calculate_file_hash(file.name, "sha1"),
-                "sha256": helpers.calculate_file_hash(file.name, "sha256"),
-            },
-            "magic_type": magic.from_file(file.name),
-            "mime_type": mime_type,
-            "is_plaintext": is_plaintext,
-            "is_container": is_container(mime_type),
-        }
-
-        file_enriched = {
-            **activity_input,
-            **basic_analysis,
-        }
-
-        try:
-            async with global_vars.asyncpg_pool.acquire() as conn:
-                # Convert field names to match database schema
-                insert_query = """
-                    INSERT INTO files_enriched (
-                        object_id, agent_id, source, project, timestamp, expiration, path,
-                        file_name, extension, size, magic_type, mime_type,
-                        is_plaintext, is_container, originating_object_id, originating_container_id,
-                        nesting_level, file_creation_time, file_access_time,
-                        file_modification_time, security_info, hashes
-                    ) VALUES (
-                        $1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11, $12, $13, $14, $15, $16,
-                        $17, $18, $19, $20, $21, $22
-                    )
-                    ON CONFLICT (object_id) DO UPDATE SET
-                        agent_id = EXCLUDED.agent_id,
-                        source = EXCLUDED.source,
-                        project = EXCLUDED.project,
-                        timestamp = EXCLUDED.timestamp,
-                        expiration = EXCLUDED.expiration,
-                        path = EXCLUDED.path,
-                        file_name = EXCLUDED.file_name,
-                        extension = EXCLUDED.extension,
-                        size = EXCLUDED.size,
-                        magic_type = EXCLUDED.magic_type,
-                        mime_type = EXCLUDED.mime_type,
-                        is_plaintext = EXCLUDED.is_plaintext,
-                        is_container = EXCLUDED.is_container,
-                        originating_object_id = EXCLUDED.originating_object_id,
-                        originating_container_id = EXCLUDED.originating_container_id,
-                        nesting_level = EXCLUDED.nesting_level,
-                        file_creation_time = EXCLUDED.file_creation_time,
-                        file_access_time = EXCLUDED.file_access_time,
-                        file_modification_time = EXCLUDED.file_modification_time,
-                        security_info = EXCLUDED.security_info,
-                        hashes = EXCLUDED.hashes,
-                        updated_at = CURRENT_TIMESTAMP
-                """
-
-                await conn.execute(
-                    insert_query,
-                    file_enriched["object_id"],
-                    file_enriched.get("agent_id"),
-                    file_enriched.get("source"),
-                    file_enriched.get("project"),
-                    parse_timestamp(file_enriched.get("timestamp")),
-                    parse_timestamp(file_enriched.get("expiration")),
-                    file_enriched.get("path"),
-                    file_enriched.get("file_name"),
-                    file_enriched.get("extension"),
-                    file_enriched.get("size"),
-                    file_enriched.get("magic_type"),
-                    file_enriched.get("mime_type"),
-                    file_enriched.get("is_plaintext"),
-                    file_enriched.get("is_container"),
-                    file_enriched.get("originating_object_id"),
-                    file_enriched.get("originating_container_id"),
-                    file_enriched.get("nesting_level"),
-                    parse_timestamp(file_enriched.get("file_creation_time")),
-                    parse_timestamp(file_enriched.get("file_access_time")),
-                    parse_timestamp(file_enriched.get("file_modification_time")),
-                    json.dumps(file_enriched.get("security_info")) if file_enriched.get("security_info") else None,
-                    json.dumps(file_enriched.get("hashes")) if file_enriched.get("hashes") else None,
-                )
-                logger.debug("Stored file_enriched in PostgreSQL", object_id=file_enriched["object_id"])
-        except Exception as e:
-            logger.exception(e, message="Error storing file_enriched in PostgreSQL", file_enriched=file_enriched)
-            raise
-
-        return file_enriched
-
-
-@workflow_activity
-async def check_file_linkings(ctx, activity_input):
-    """
-    Check for file linkings using the rules engine and update database tables.
-    """
-
-    object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
-
-    try:
-        linkings_created = await global_vars.file_linking_engine.apply_linking_rules(file_enriched)
-
-        logger.debug("File linking check complete", object_id=object_id, linkings_created=linkings_created)
-
-        return {"linkings_created": linkings_created}
-
-    except Exception as e:
-        logger.exception("Error in file linking check", object_id=object_id, error=str(e))
-        # Don't raise to ensure workflow can complete
-        return {"linkings_created": 0, "error": str(e)}
-
-
-@workflow_activity
-async def publish_findings_alerts(ctx, activity_input):
-    """
-    Activity to publish enriched file data to pubsub after retrieving from state store.
-    """
-    object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id)
-
-    # Fetch findings from the database for this object_id
-    async with global_vars.asyncpg_pool.acquire() as conn:
-        findings = await conn.fetch(
-            """
-            SELECT finding_name, category, severity, origin_name, raw_data
-            FROM findings
-            WHERE object_id = $1
-        """,
-            object_id,
-        )
-
-        if findings:
-            with DaprClient() as client:
-                if file_enriched.path:
-                    file_path = helpers.sanitize_file_path(file_enriched.path)
-                else:
-                    file_path = "UNKNOWN"
-
-                for finding in findings:
-                    finding_name = finding["finding_name"]
-                    category = finding["category"]
-                    severity = finding["severity"]
-                    origin_name = finding["origin_name"]
-                    raw_data = finding["raw_data"]
-
-                    finding_message = f"- *Category:* {category} / *Severity:* {severity}\n"
-                    file_message = f"- *File Path:* {file_path}\n"
-                    nemesis_finding_url = f"{global_vars.nemesis_url}findings?object_id={file_enriched.object_id}"
-                    nemesis_file_url = f"{global_vars.nemesis_url}files?object_id={file_enriched.object_id}"
-                    nemesis_footer_finding = f"*<{nemesis_finding_url}|View Finding in Nemesis>* / "
-                    nemesis_footer_file = f"*<{nemesis_file_url}|View File in Nemesis>*\n"
-                    separator = "⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯"
-
-                    rule_message = ""
-                    try:
-                        if finding_name == "noseyparker_match" and raw_data:
-                            if "match" in raw_data and "rule_name" in raw_data["match"]:
-                                rule_name = raw_data["match"]["rule_name"]
-                                rule_message = f"- *Rule name:* {rule_name}\n"
-                    except (json.JSONDecodeError, KeyError) as e:
-                        logger.warning("Error processing raw_data for noseyparker_match", error=str(e))
-
-                    body = f"{finding_message}{rule_message}{file_message}{nemesis_footer_finding}{nemesis_footer_file}{separator}"
-
-                    alert = Alert(title=finding_name, body=body, service=origin_name)
-                    client.publish_event(
-                        pubsub_name="pubsub",
-                        topic_name="alert",
-                        data=json.dumps(alert.model_dump(exclude_unset=True)),
-                        data_content_type="application/json",
-                    )
-                    logger.debug("Published alert", alert=alert)
-
-
-@workflow_activity
-async def handle_file_if_plaintext(ctx, activity_input):
-    """
-    Activity to index a file's contents if it's plaintext and
-    send a pub/sub message to NoseyParker
-    """
-    object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id, global_vars.asyncpg_pool)
-
-    # if the file is plaintext, make sure we index it
-    if file_enriched.is_plaintext:
-        with global_vars.storage.download(object_id) as tmp_file:
-            with open(tmp_file.name, "rb") as binary_file:
-                with create_text_reader(binary_file) as text_file:
-                    await index_plaintext_content(f"{object_id}", text_file)
-
-    nosey_parker_input = NoseyParkerInput(object_id=object_id)
-    with DaprClient() as client:
-        client.publish_event(
-            pubsub_name="pubsub",
-            topic_name="noseyparker-input",
-            data=json.dumps(nosey_parker_input.model_dump()),
-            data_content_type="application/json",
-        )
-    logger.debug(f"Published noseyparker_input: {object_id}")
-
-
-@workflow_activity
-async def publish_enriched_file(ctx, activity_input):
-    """
-    Activity to publish enriched file data to pubsub after retrieving from state store.
-    """
-    object_id = activity_input["object_id"]
-    file_enriched = await get_file_enriched_async(object_id)
-
-    try:
-        with DaprClient() as client:
-            data = file_enriched.model_dump(
-                exclude_unset=True,
-                mode="json",
-            )
-
-            # Publish to pubsub
-            client.publish_event(
-                pubsub_name="pubsub",
-                topic_name="file_enriched",
-                data=json.dumps(data),
-                data_content_type="application/json",
-            )
-
-            return True
-
-    except Exception as e:
-        logger.exception(e, message="Error publishing enriched file data", object_id=object_id)
-        # Don't raise to ensure workflow can complete
-        return False
-
-
-def determine_modules_to_process(object_id: str, temp_file_path: str, execution_order: list[str]) -> list[str]:
-    """First pass: determine which modules should process this file."""
-    modules_to_process = []
-
-    for module_name in execution_order:
-        if module_name not in global_module_map:
-            logger.warning("Module not found", module_name=module_name)
-            continue
-
-        module = global_module_map[module_name]
-        try:
-            should_process = module.should_process(object_id, temp_file_path)
-
-            if should_process:
-                modules_to_process.append(module_name)
-        except Exception as e:
-            logger.exception("Error in should_process", module_name=module_name, error=str(e))
-
-    logger.info("Modules selected for processing", object_id=object_id, modules_to_process=modules_to_process)
-    return modules_to_process
-
-
-async def execute_enrichment_module(object_id: str, temp_file_path: str, module_name: str) -> EnrichmentResult | None:
-    """Second pass: process a single module and return its result."""
-    module = global_module_map[module_name]
-    logger.debug("Starting module processing", module_name=module_name)
-
-    # Check if the module's process method returns a coroutine (async)
-    result_or_coro = module.process(object_id, temp_file_path)
-    if hasattr(result_or_coro, "__await__"):
-        # It's a coroutine, await it
-        result: EnrichmentResult = await result_or_coro
-    else:
-        # It's a synchronous result
-        result: EnrichmentResult = result_or_coro
-
-    return result
-
-
-async def store_enrichment_results(object_id: str, module_name: str, result: EnrichmentResult):
-    """Store enrichment results, transforms, and findings in the database."""
-    async with global_vars.asyncpg_pool.acquire() as conn:
-        # Store enrichment
-        results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
-        await conn.execute(
-            """
-            INSERT INTO enrichments (object_id, module_name, result_data)
-            VALUES ($1, $2, $3)
-        """,
-            object_id,
-            module_name,
-            results_escaped,
-        )
-
-        # Store any transforms
-        if result.transforms:
-            for transform in result.transforms:
-                await conn.execute(
-                    """
-                    INSERT INTO transforms (object_id, type, transform_object_id, metadata)
-                    VALUES ($1, $2, $3, $4)
-                """,
-                    object_id,
-                    transform.type,
-                    transform.object_id,
-                    json.dumps(transform.metadata) if transform.metadata else None,
-                )
-
-        # Store any findings
-        if result.findings:
-            for finding in result.findings:
-                await conn.execute(
-                    """
-                    INSERT INTO findings (
-                        finding_name, category, severity, object_id,
-                        origin_type, origin_name, raw_data, data
-                    ) VALUES ($1, $2, $3, $4, $5, $6, $7, $8)
-                """,
-                    finding.finding_name,
-                    finding.category,
-                    finding.severity,
-                    object_id,
-                    finding.origin_type,
-                    finding.origin_name,
-                    json.dumps(finding.raw_data),
-                    json.dumps([obj.model_dump_json() for obj in finding.data]),
-                )
-
-        # Update workflow in database with successful module
-        await conn.execute(
-            """
-            UPDATE workflows
-            SET enrichments_success = array_append(enrichments_success, $1)
-            WHERE object_id = $2
-            """,
-            module_name,
-            object_id,
-        )
-
-
-async def record_module_failure(object_id: str, module_name: str, error: Exception):
-    """Record a module failure in the database."""
-    try:
-        async with global_vars.asyncpg_pool.acquire() as conn:
-            await conn.execute(
-                """
-                UPDATE workflows
-                SET enrichments_failure = array_append(enrichments_failure, $1)
-                WHERE object_id = $2
-                """,
-                f"{module_name}:{str(error)[:100]}",
-                object_id,
-            )
-    except Exception as db_error:
-        logger.error(f"Failed to update workflow failure in database: {str(db_error)}")
-
-
-@workflow_activity
-async def run_enrichment_modules(ctx, activity_input: dict):
-    """Activity that runs all enrichment modules for a file with single file download."""
-
-    object_id = activity_input["object_id"]
-    execution_order = activity_input["execution_order"]
-
-    logger.info("Starting enrichment modules processing", object_id=object_id, execution_order=execution_order)
-
-    results = []
-
-    try:
-        with global_vars.storage.download(object_id) as temp_file:
-            logger.debug(
-                "Downloaded file for processing",
-                object_id=object_id,
-                temp_file=temp_file.name,
-                size=os.path.getsize(temp_file.name),
-            )
-
-            modules_to_process = determine_modules_to_process(object_id, temp_file.name, execution_order)
-
-            for module_name in modules_to_process:
-                try:
-                    result = await execute_enrichment_module(object_id, temp_file.name, module_name)
-
-                    if result:
-                        # Store enrichment result directly in database
-                        await store_enrichment_results(object_id, module_name, result)
-
-                        results.append((module_name, {"status": "success", "module": module_name}))
-                        logger.debug("Module completed successfully", module_name=module_name)
-                    else:
-                        results.append((module_name, None))
-                        logger.debug("Module returned no result", module_name=module_name)
-
-                except Exception as e:
-                    logger.exception(
-                        "Error in enrichment module", module_name=module_name, object_id=object_id, error=str(e)
-                    )
-
-                    # Update workflow in database with failed module
-                    await record_module_failure(object_id, module_name, e)
-
-                    results.append((module_name, None))
-                    # Continue with other modules instead of raising
-
-    except Exception as e:
-        logger.exception("Error in run_enrichment_modules", object_id=object_id, error=str(e))
-        raise
-
-    logger.debug("Enrichment modules processing completed", object_id=object_id, total_modules=len(results))
-    return results
-
-
 # endregion
 
 ##########################################
@@ -578,18 +91,12 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
         if not ctx.is_replaying:
             logger.debug("Workflow input", object_id=object_id, workflow_input=workflow_input)
 
-        # Get basic analysis for the file
-        try:
-            # basic_analysis = yield ctx.call_activity(get_basic_analysis, input=input_file)
-            file_enriched = yield ctx.call_activity(get_basic_analysis, input=input_file)
-            if not ctx.is_replaying:
-                logger.debug(
-                    "get_basic_analysis complete",
-                    processing_time=f"{ctx.current_utc_datetime - start_time}",
-                )
-        except Exception as e:
-            logger.exception("Error in get_basic_analysis", error=str(e))
-            raise
+        file_enriched = yield ctx.call_activity(get_basic_analysis, input=input_file)
+        if not ctx.is_replaying:
+            logger.debug(
+                "get_basic_analysis complete",
+                processing_time=f"{ctx.current_utc_datetime - start_time}",
+            )
 
         enrichment_tasks = [
             ctx.call_activity(handle_file_if_plaintext, input=file_enriched),
@@ -726,12 +233,16 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
 
 async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     """Initialize the workflow runtime and load modules. Returns the execution order for modules."""
-    global wf_runtime, asyncio_loop, global_module_map
+
+    global wf_runtime, asyncio_loop
 
     # Load enrichment modules
     module_loader = ModuleLoader()
     await module_loader.load_modules()
-    global_module_map = module_loader.modules
+    # Update the global_module_map in the enrichment_modules activity
+    from .activities import enrichment_modules
+
+    enrichment_modules.global_module_map = module_loader.modules
 
     asyncio_loop = asyncio.get_running_loop()
 
@@ -739,12 +250,12 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     workflow_name = "default"  # This could be made configurable later
     available_modules = {
         name: module
-        for name, module in global_module_map.items()
+        for name, module in module_loader.modules.items()
         if hasattr(module, "workflows") and workflow_name in module.workflows
     }
 
     # janky pass-through for any modules that have a 'dpapi_manager' property
-    for module in global_module_map.values():
+    for module in module_loader.modules.values():
         if hasattr(module, "dpapi_manager") and module.dpapi_manager is None:
             logger.debug(f"Setting 'dpapi_manager' for '{module}'")
             module.dpapi_manager = dpapi_manager  # type: ignore
@@ -763,7 +274,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
         execution_order=execution_order,
         workflow=workflow_name,
         total_modules=len(available_modules),
-        filtered_from=len(global_module_map),
+        filtered_from=len(module_loader.modules),
     )
 
     logger.info("Modules loaded and ready for processing", total_modules=len(available_modules))
@@ -775,6 +286,7 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
 
 def reload_yara_rules():
     """Reloads all disk/state yara rules."""
+
     logger.debug("workflow/workflow.py reloading Yara rules")
     global_module_map["yara"].rule_manager.load_rules()
 

From 83bbe84c048da0a45218d3a7f5288c33c13d8b4f Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Sun, 26 Oct 2025 23:23:40 -0700
Subject: [PATCH 268/279] tracing of enrichment modules

---
 .../activities/enrichment_modules.py          |  91 +++++++-----
 .../activities/plaintext_handler.py           |   3 +-
 .../activities/publish_enriched.py            |   4 +-
 .../activities/publish_findings.py            |   3 +-
 .../file_enrichment/subscriptions/dotnet.py   |   3 +-
 .../file_enrichment/tracing.py                | 137 +++++++++---------
 .../file_enrichment/workflow_manager.py       |  15 +-
 .../file_enrichment/workflow_recovery.py      |   4 +-
 8 files changed, 146 insertions(+), 114 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
index ef416c7..92f70c0 100644
--- a/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
+++ b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
@@ -10,6 +10,7 @@ from common.workflows.setup import workflow_activity
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
 from .. import global_vars
+from ..tracing import get_tracer
 
 logger = get_logger(__name__)
 
@@ -24,53 +25,71 @@ async def run_enrichment_modules(ctx: WorkflowActivityContext, activity_input: d
     object_id = activity_input["object_id"]
     execution_order = activity_input["execution_order"]
 
-    logger.info("Starting enrichment modules processing", object_id=object_id, execution_order=execution_order)
-    logger.info("ctx type: ", ctx=type(ctx))
+    tracer = get_tracer()
 
-    results = []
+    with tracer.start_as_current_span("run_enrichment_modules") as span:
+        span.set_attribute("object_id", object_id)
+        span.set_attribute("module_count", len(execution_order))
 
-    try:
-        with global_vars.storage.download(object_id) as temp_file:
-            logger.debug(
-                "Downloaded file for processing",
-                object_id=object_id,
-                temp_file=temp_file.name,
-                size=os.path.getsize(temp_file.name),
-            )
+        logger.info("Starting enrichment modules processing", object_id=object_id, execution_order=execution_order)
 
-            modules_to_process = determine_modules_to_process(object_id, temp_file.name, execution_order)
+        results = []
 
-            for module_name in modules_to_process:
-                try:
-                    result = await execute_enrichment_module(object_id, temp_file.name, module_name)
+        try:
+            with global_vars.storage.download(object_id) as temp_file:
+                logger.debug(
+                    "Downloaded file for processing",
+                    object_id=object_id,
+                    temp_file=temp_file.name,
+                    size=os.path.getsize(temp_file.name),
+                )
 
-                    if result:
-                        # Store enrichment result directly in database
-                        await store_enrichment_results(object_id, module_name, result)
+                modules_to_process = determine_modules_to_process(object_id, temp_file.name, execution_order)
+                span.set_attribute("modules_to_process_count", len(modules_to_process))
 
-                        results.append((module_name, {"status": "success", "module": module_name}))
-                        logger.debug("Module completed successfully", module_name=module_name)
-                    else:
-                        results.append((module_name, None))
-                        logger.debug("Module returned no result", module_name=module_name)
+                for module_name in modules_to_process:
+                    # Create a span for each module execution
+                    with tracer.start_as_current_span(f"enrichment.{module_name}") as module_span:
+                        module_span.set_attribute("module.name", module_name)
+                        module_span.set_attribute("object_id", object_id)
 
-                except Exception as e:
-                    logger.exception(
-                        "Error in enrichment module", module_name=module_name, object_id=object_id, error=str(e)
-                    )
+                        try:
+                            result = await execute_enrichment_module(object_id, temp_file.name, module_name)
 
-                    # Update workflow in database with failed module
-                    await record_module_failure(object_id, module_name, e)
+                            if result:
+                                # Store enrichment result directly in database
+                                await store_enrichment_results(object_id, module_name, result)
 
-                    results.append((module_name, None))
-                    # Continue with other modules instead of raising
+                                results.append((module_name, {"status": "success", "module": module_name}))
+                                logger.debug("Module completed successfully", module_name=module_name)
+                                module_span.set_attribute("module.status", "success")
+                            else:
+                                results.append((module_name, None))
+                                logger.debug("Module returned no result", module_name=module_name)
+                                module_span.set_attribute("module.status", "no_result")
 
-    except Exception as e:
-        logger.exception("Error in run_enrichment_modules", object_id=object_id, error=str(e))
-        raise
+                        except Exception as e:
+                            logger.exception(
+                                "Error in enrichment module", module_name=module_name, object_id=object_id, error=str(e)
+                            )
 
-    logger.debug("Enrichment modules processing completed", object_id=object_id, total_modules=len(results))
-    return results
+                            # Update workflow in database with failed module
+                            await record_module_failure(object_id, module_name, e)
+
+                            results.append((module_name, None))
+                            module_span.set_attribute("module.status", "error")
+                            module_span.set_attribute("module.error", str(e)[:200])
+                            # Continue with other modules instead of raising
+
+        except Exception as e:
+            logger.exception("Error in run_enrichment_modules", object_id=object_id, error=str(e))
+            span.set_attribute("error", True)
+            span.set_attribute("error.message", str(e)[:200])
+            raise
+
+        logger.debug("Enrichment modules processing completed", object_id=object_id, total_modules=len(results))
+        span.set_attribute("total_results", len(results))
+        return results
 
 
 def determine_modules_to_process(object_id: str, temp_file_path: str, execution_order: list[str]) -> list[str]:
diff --git a/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py b/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
index c67e1ec..963163f 100644
--- a/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
+++ b/projects/file_enrichment/file_enrichment/activities/plaintext_handler.py
@@ -12,6 +12,7 @@ from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
 from .. import global_vars
+from ..tracing import get_trace_injector
 
 logger = get_logger(__name__)
 
@@ -33,7 +34,7 @@ async def handle_file_if_plaintext(ctx: WorkflowActivityContext, activity_input)
                     await index_plaintext_content(f"{object_id}", text_file)
 
     nosey_parker_input = NoseyParkerInput(object_id=object_id)
-    with DaprClient() as client:
+    with DaprClient(headers_callback=get_trace_injector()) as client:
         client.publish_event(
             pubsub_name="pubsub",
             topic_name="noseyparker-input",
diff --git a/projects/file_enrichment/file_enrichment/activities/publish_enriched.py b/projects/file_enrichment/file_enrichment/activities/publish_enriched.py
index 0a437e4..c7d6b42 100644
--- a/projects/file_enrichment/file_enrichment/activities/publish_enriched.py
+++ b/projects/file_enrichment/file_enrichment/activities/publish_enriched.py
@@ -8,6 +8,8 @@ from common.workflows.setup import workflow_activity
 from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
+from ..tracing import get_trace_injector
+
 logger = get_logger(__name__)
 
 
@@ -20,7 +22,7 @@ async def publish_enriched_file(ctx: WorkflowActivityContext, activity_input):
     file_enriched = await get_file_enriched_async(object_id)
 
     try:
-        with DaprClient() as client:
+        with DaprClient(headers_callback=get_trace_injector()) as client:
             data = file_enriched.model_dump(
                 exclude_unset=True,
                 mode="json",
diff --git a/projects/file_enrichment/file_enrichment/activities/publish_findings.py b/projects/file_enrichment/file_enrichment/activities/publish_findings.py
index 4159d72..667a25a 100644
--- a/projects/file_enrichment/file_enrichment/activities/publish_findings.py
+++ b/projects/file_enrichment/file_enrichment/activities/publish_findings.py
@@ -11,6 +11,7 @@ from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_activity_context import WorkflowActivityContext
 
 from .. import global_vars
+from ..tracing import get_trace_injector
 
 logger = get_logger(__name__)
 
@@ -35,7 +36,7 @@ async def publish_findings_alerts(ctx: WorkflowActivityContext, activity_input):
         )
 
         if findings:
-            with DaprClient() as client:
+            with DaprClient(headers_callback=get_trace_injector()) as client:
                 if file_enriched.path:
                     file_path = helpers.sanitize_file_path(file_enriched.path)
                 else:
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
index 5fcbf91..7a8efd8 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
@@ -21,6 +21,7 @@ from common.models import (
 )
 from common.state_helpers import get_file_enriched_async
 from dapr.clients import DaprClient
+from file_enrichment.tracing import get_trace_injector
 
 logger = get_logger(__name__)
 
@@ -164,7 +165,7 @@ async def store_dotnet_results(
                     nesting_level=(file_enriched.nesting_level or 0) + 1,
                 )
 
-                with DaprClient() as dapr_client:
+                with DaprClient(headers_callback=get_trace_injector()) as dapr_client:
                     data = json.dumps(file_message.model_dump(exclude_unset=True, mode="json"))
                     dapr_client.publish_event(
                         pubsub_name="pubsub",
diff --git a/projects/file_enrichment/file_enrichment/tracing.py b/projects/file_enrichment/file_enrichment/tracing.py
index e5a3d75..8cc09b3 100644
--- a/projects/file_enrichment/file_enrichment/tracing.py
+++ b/projects/file_enrichment/file_enrichment/tracing.py
@@ -1,7 +1,5 @@
 import os
-from contextlib import contextmanager
 from importlib.metadata import version
-from typing import Any
 
 from opentelemetry import trace
 from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
@@ -9,39 +7,10 @@ from opentelemetry.sdk.resources import Resource
 from opentelemetry.sdk.trace import TracerProvider
 from opentelemetry.sdk.trace.export import BatchSpanProcessor
 from opentelemetry.semconv._incubating.attributes import service_attributes
+from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator
 
-
-class NoOpSpan:
-    """No-op span for when tracing is disabled."""
-
-    def set_attribute(self, key: str, value: Any) -> None:
-        pass
-
-    def set_attributes(self, attributes: dict) -> None:
-        pass
-
-    def add_event(self, name: str, attributes: dict | None = None) -> None:
-        pass
-
-    def set_status(self, status: Any) -> None:
-        pass
-
-    def __enter__(self):
-        return self
-
-    def __exit__(self, exc_type, exc_val, exc_tb):
-        pass
-
-
-class NoOpTracer:
-    """No-op tracer for when tracing is disabled."""
-
-    @contextmanager
-    def start_as_current_span(self, name: str, **kwargs):
-        yield NoOpSpan()
-
-    def start_span(self, name: str, **kwargs):
-        return NoOpSpan()
+# Module-level tracer singleton
+_tracer = None
 
 
 def get_instance_id():
@@ -50,24 +19,57 @@ def get_instance_id():
     return f"{hostname}-{pid}"
 
 
-def get_tracer(module: str, service: str, otel_exporter_enabled: bool = True):
+def get_trace_injector():
     """
-    Initialize and return an OpenTelemetry tracer with the specified module and service name.
+    Returns a callback that injects W3C trace context into Dapr headers.
 
-    This function creates or reuses a TracerProvider with service metadata and configures
-    trace export based on the NEMESIS_MONITORING environment variable. When monitoring
-    is enabled, spans are exported to an OTLP endpoint (e.g., Jaeger). Otherwise,
-    tracing is still active but spans are not exported.
+    This enables distributed tracing across Dapr service boundaries by propagating
+    traceparent and tracestate headers per W3C Trace Context specification.
 
-    If a TracerProvider is already configured, this function reuses it rather than
-    creating a new one, allowing multiple modules to share the same tracing configuration.
+    The returned callback should be passed to DaprClient's headers_callback parameter
+    to automatically include trace context in all Dapr operations (pub/sub, service
+    invocation, state operations, etc.).
+
+    Returns:
+        Callable that returns dict of trace headers with current trace context
+
+    Example:
+        >>> from dapr.clients import DaprClient
+        >>> with DaprClient(headers_callback=get_trace_injector()) as client:
+        ...     client.publish_event(
+        ...         pubsub_name="pubsub",
+        ...         topic_name="my-topic",
+        ...         data=json.dumps({"key": "value"})
+        ...     )
+
+    Note:
+        This function must be called within an active OpenTelemetry span context
+        for trace propagation to work. If called outside a span, it returns empty
+        headers which is safe but provides no trace context.
+    """
+
+    def inject_trace_context():
+        headers = {}
+        TraceContextTextMapPropagator().inject(carrier=headers)
+        return headers
+
+    return inject_trace_context
+
+
+def get_tracer(module_name: str = "file_enrichment"):
+    """
+    Initialize and return an OpenTelemetry tracer for the file_enrichment service.
+
+    This function uses a module-level singleton pattern to ensure the tracer is
+    initialized only once. Subsequent calls return the same tracer instance.
+
+    Tracing behavior is controlled by the NEMESIS_MONITORING environment variable:
+    - When enabled: Spans are exported to an OTLP endpoint (e.g., Jaeger)
+    - When disabled: Spans are created but not exported (in-memory only)
 
     Args:
-        module: The module name used to identify this tracer instance and determine
-                the service version from package metadata.
-        service: The service name to identify this service in the tracing backend.
-        otel_exporter_enabled: Currently unused parameter. Export behavior is
-                             controlled by the NEMESIS_MONITORING env var instead.
+        module_name: The module name used to identify the tracer and determine
+                    the service version from package metadata (default: "file_enrichment")
 
     Returns:
         A configured OpenTelemetry Tracer instance that can be used to create spans.
@@ -78,38 +80,43 @@ def get_tracer(module: str, service: str, otel_exporter_enabled: bool = True):
                                                       connections (default: "true")
         HOSTNAME: Used to construct the service instance ID
 
-    Note:
-        There is a commented-out line that previously returned a NoOpTracer when
-        OpenTelemetry was disabled to avoid dependency conflicts. This is no longer used.
+    Example:
+        >>> tracer = get_tracer()
+        >>> with tracer.start_as_current_span("my_operation") as span:
+        ...     span.set_attribute("key", "value")
+        ...     # ... do work ...
     """
+    global _tracer
 
-    # Check if tracer provider is already set
-    current_provider = trace.get_tracer_provider()
-    if hasattr(current_provider, "_resource") or type(current_provider).__name__ != "NoOpTracerProvider":
-        # Tracer provider already configured, just return the tracer
-        return current_provider.get_tracer(module)
+    # Return existing tracer if already initialized
+    if _tracer is not None:
+        return _tracer
 
+    # Create resource with service metadata
     resource = Resource.create(
         {
-            service_attributes.SERVICE_NAME: service,
+            service_attributes.SERVICE_NAME: "file_enrichment",
             service_attributes.SERVICE_NAMESPACE: "nemesis",
-            service_attributes.SERVICE_VERSION: version(module),
+            service_attributes.SERVICE_VERSION: version(module_name),
             service_attributes.SERVICE_INSTANCE_ID: get_instance_id(),
         }
     )
 
+    # Create TracerProvider and configure export based on monitoring setting
+    trace_provider = TracerProvider(resource=resource)
+
     # Only setup OTLP exporter if monitoring is enabled
-    if os.getenv("NEMESIS_MONITORING", "").lower() == "enabled":
+    monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
+    if monitoring_enabled:
         otlp_exporter = OTLPSpanExporter(
             insecure=os.getenv("OTEL_EXPORTER_OTLP_TRACES_ENDPOINT_INSECURE", "true").lower() == "true",
         )
-
-        trace_provider = TracerProvider(resource=resource)
         span_processor = BatchSpanProcessor(otlp_exporter)
         trace_provider.add_span_processor(span_processor)
-        trace.set_tracer_provider(trace_provider)
-    else:
-        trace_provider = TracerProvider(resource=resource)
-        trace.set_tracer_provider(trace_provider)
 
-    return trace_provider.get_tracer(module)
+    # Set as global tracer provider
+    trace.set_tracer_provider(trace_provider)
+
+    # Cache and return tracer
+    _tracer = trace_provider.get_tracer(module_name)
+    return _tracer
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index a27db14..919d2f8 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -12,11 +12,10 @@ from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_state import WorkflowStatus
 
 from .global_vars import workflow_client
-from .tracing import get_tracer
+from .tracing import get_trace_injector, get_tracer
 from .workflow import enrichment_workflow
 
 logger = get_logger(__name__)
-monitoring_enabled = os.getenv("NEMESIS_MONITORING", "").lower() == "enabled"
 
 
 class WorkflowManager:
@@ -152,7 +151,7 @@ class WorkflowManager:
 
             # Only publish if we have a container ID to track
             if object_id and originating_container_id:
-                with DaprClient() as client:
+                with DaprClient(headers_callback=get_trace_injector()) as client:
                     completion_data = {
                         "object_id": str(object_id),
                         "originating_container_id": str(originating_container_id),
@@ -305,7 +304,7 @@ class WorkflowManager:
     async def start_workflow(self, workflow_input):
         """Start a workflow"""
         start_time = time.time()
-        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
+        tracer = get_tracer()
 
         try:
             # Generate the workflow ID first so we can schedule the workflow after
@@ -381,7 +380,7 @@ class WorkflowManager:
 
     async def _monitor_workflow(self, instance_id, workflow_start_time: float):
         """Monitor a workflow until completion or timeout"""
-        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
+        tracer = get_tracer()
 
         with tracer.start_as_current_span("monitor_workflow") as current_span:
             current_span.set_attribute("workflow.instance_id", instance_id)
@@ -462,7 +461,7 @@ class WorkflowManager:
         """Wait for workflow to complete and return the final status"""
 
         error_count = 0
-        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
+        tracer = get_tracer()
 
         # Add trace attributes for workflow status monitoring
         with tracer.start_as_current_span("wait_for_completion") as current_span:
@@ -554,7 +553,7 @@ class WorkflowManager:
 
     async def start_workflow_single_enrichment(self, workflow_input):
         """Start a single enrichment workflow"""
-        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
+        tracer = get_tracer()
 
         try:
             start_time = time.time()
@@ -634,7 +633,7 @@ class WorkflowManager:
     async def _monitor_single_enrichment_workflow(self, instance_id, workflow_start_time):
         """Monitor a single enrichment workflow until completion or timeout"""
 
-        tracer = get_tracer("file_enrichment", "file_enrichment", monitoring_enabled)
+        tracer = get_tracer()
 
         with tracer.start_as_current_span("monitor_single_enrichment_workflow") as current_span:
             current_span.set_attribute("workflow.instance_id", instance_id)
diff --git a/projects/file_enrichment/file_enrichment/workflow_recovery.py b/projects/file_enrichment/file_enrichment/workflow_recovery.py
index b5443ea..a081167 100644
--- a/projects/file_enrichment/file_enrichment/workflow_recovery.py
+++ b/projects/file_enrichment/file_enrichment/workflow_recovery.py
@@ -7,6 +7,8 @@ from common.logger import get_logger
 from common.models import File
 from dapr.clients import DaprClient
 
+from .tracing import get_trace_injector
+
 logger = get_logger(__name__)
 
 
@@ -88,7 +90,7 @@ async def recover_interrupted_workflows(pool) -> None:
             return
 
         # Republish recovered files with priority
-        with DaprClient() as client:
+        with DaprClient(headers_callback=get_trace_injector()) as client:
             for file_data in recovered_files:
                 try:
                     # Filter out None values for File object creation

From baa341be2b3a643198b5a2794dcc16c8710087ac Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 27 Oct 2025 10:17:31 -0700
Subject: [PATCH 269/279] Update file_enrichment_modules.md

---
 docs/file_enrichment_modules.md | 32 +++++++++++++++++++++++++-------
 1 file changed, 25 insertions(+), 7 deletions(-)

diff --git a/docs/file_enrichment_modules.md b/docs/file_enrichment_modules.md
index 2d95404..4b04a7f 100644
--- a/docs/file_enrichment_modules.md
+++ b/docs/file_enrichment_modules.md
@@ -33,8 +33,13 @@ The `should_process()` function determines if the module should run on a file. Y
 
 ```python
 ...
-def should_process(self, state_key: str) -> bool:
-    """Determine if this module should run based on file type."""
+def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+    """Determine if this module should run based on file type
+
+    Args:
+        object_id: The object ID of the file
+        file_path: Optional path to already downloaded file
+    """
     file_enriched = get_file_enriched(state_key)
     # Check if file appears to be a VNC config file
     should_run = (
@@ -65,18 +70,31 @@ rule has_dpapi_blob
 }
     """)
 
-def should_process(self, object_id: str) -> bool:
+def should_process(self, object_id: str, file_path: str | None = None) -> bool:
+    """Check if this file should be processed by scanning for DPAPI blobs.
+
+    Args:
+        object_id: The object ID of the file
+        file_path: Optional path to already downloaded file
+    """
     file_enriched = get_file_enriched(object_id)
+    logger.debug(f"File {object_id} should be processed by DPAPI blob analyzer")
     if file_enriched.size > self.size_limit:
-        logger.warning(
+        logger.debug(
             f"[dpapi_analyzer] file {file_enriched.path} ({file_enriched.object_id} / {file_enriched.size} bytes) exceeds the size limit of {self.size_limit} bytes, only analyzing the first {self.size_limit} bytes"
         )
 
-    num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
-    file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
+    if file_path:
+        # Use provided file path - read only the needed bytes
+        with open(file_path, "rb") as f:
+            num_bytes = min(file_enriched.size, self.size_limit)
+            file_bytes = f.read(num_bytes)
+    else:
+        # Fallback to downloading the file itself
+        num_bytes = file_enriched.size if file_enriched.size < self.size_limit else self.size_limit
+        file_bytes = self.storage.download_bytes(file_enriched.object_id, length=num_bytes)
 
     should_run = len(self.yara_rule.scan(file_bytes).matching_rules) > 0
-    logger.debug(f"[dpapi_analyzer] should_run: {should_run}")
     return should_run
 ...
 ```

From a8f634d0a61ab5940d1775ea2264650da0d2fb90 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 11:03:03 -0700
Subject: [PATCH 270/279] fix .NET analysis silently failing

---
 libs/common/common/models.py                  |  1 +
 .../dotnet_service/Models/DecompilerModels.cs |  1 +
 .../Services/AssemblyAnalysisService.cs       | 16 ++++++---
 .../file_enrichment/subscriptions/dotnet.py   | 34 ++++++++++++++++++-
 4 files changed, 47 insertions(+), 5 deletions(-)

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 1ed3550..8acf35b 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -82,6 +82,7 @@ class DotNetMethodInfo(BaseModel):
 
 class DotNetAssemblyAnalysis(BaseModel):
     AssemblyName: str
+    Error: str | None = None
     RemotingChannels: list[str] = []
     IsWCFServer: bool = False
     IsWCFClient: bool = False
diff --git a/projects/dotnet_service/Models/DecompilerModels.cs b/projects/dotnet_service/Models/DecompilerModels.cs
index 95b0e79..3ac3ac1 100644
--- a/projects/dotnet_service/Models/DecompilerModels.cs
+++ b/projects/dotnet_service/Models/DecompilerModels.cs
@@ -24,6 +24,7 @@ namespace ILSpyDecompilerService.Models
     public class AssemblyAnalysis
     {
         public string AssemblyName { get; set; }
+        public string Error { get; set; }
         public string[] RemotingChannels { get; set; }
         public bool IsWCFServer { get; set; }
         public bool IsWCFClient { get; set; }
diff --git a/projects/dotnet_service/Services/AssemblyAnalysisService.cs b/projects/dotnet_service/Services/AssemblyAnalysisService.cs
index c5a0c9a..39c6e53 100644
--- a/projects/dotnet_service/Services/AssemblyAnalysisService.cs
+++ b/projects/dotnet_service/Services/AssemblyAnalysisService.cs
@@ -41,7 +41,7 @@ namespace ILSpyDecompilerService.Services
             try
             {
                 _logger.LogInformation($"Starting analysis of assembly: {assemblyPath}");
-                
+
                 // Validate that the file is actually an assembly
                 try
                 {
@@ -49,20 +49,28 @@ namespace ILSpyDecompilerService.Services
                 }
                 catch
                 {
-                    var errorResult = new { error = $"file path {assemblyPath} is not an assembly" };
+                    var errorResult = new AssemblyAnalysis
+                    {
+                        AssemblyName = Path.GetFileName(assemblyPath),
+                        Error = $"file path {assemblyPath} is not an assembly"
+                    };
                     return JsonConvert.SerializeObject(errorResult);
                 }
 
                 var result = AnalyzeAssemblyInternal(assemblyPath);
                 var json = JsonConvert.SerializeObject(result);
-                
+
                 _logger.LogInformation($"Analysis completed for assembly: {assemblyPath}");
                 return json;
             }
             catch (Exception ex)
             {
                 _logger.LogError(ex, $"Failed to analyze assembly: {assemblyPath}");
-                var errorResult = new { error = ex.Message };
+                var errorResult = new AssemblyAnalysis
+                {
+                    AssemblyName = Path.GetFileName(assemblyPath),
+                    Error = ex.Message
+                };
                 return JsonConvert.SerializeObject(errorResult);
             }
         }
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
index 7a8efd8..3e042b2 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/dotnet.py
@@ -186,6 +186,38 @@ async def store_dotnet_results(
             # Store the analysis results
             enrichment_result.results["inspect_assembly"] = sanitize_for_jsonb(analysis.model_dump())
 
+            # Check if there was an error during analysis
+            if analysis.Error:
+                logger.error(
+                    "DotNet assembly finished, but analysis failed",
+                    object_id=object_id,
+                    assembly_name=analysis.AssemblyName,
+                    error=analysis.Error,
+                )
+
+                # Create a finding for the error
+                error_summary = f"# .NET Assembly Analysis Error: {analysis.AssemblyName}\n\n"
+                error_summary += f"**Error**: {analysis.Error}\n\n"
+                error_summary += "The assembly could not be analyzed.\n"
+
+                display_data = FileObject(
+                    type="finding_summary",
+                    metadata={"summary": sanitize_for_jsonb(error_summary)},
+                )
+
+                finding = Finding(
+                    category=FindingCategory.INFORMATIONAL,
+                    finding_name="dotnet_analysis_error",
+                    origin_type=FindingOrigin.ENRICHMENT_MODULE,
+                    origin_name="dotnet_service",
+                    object_id=object_id,
+                    severity=2,
+                    raw_data=sanitize_for_jsonb(analysis.model_dump()),
+                    data=[display_data],
+                )
+
+                findings_list.append(finding)
+
             # Check if there are any significant findings worth creating a finding for
             has_significant_findings = (
                 analysis.IsWCFServer
@@ -198,7 +230,7 @@ async def store_dotnet_results(
                 or analysis.ExecutionCalls
             )
 
-            if has_significant_findings:
+            if has_significant_findings and not analysis.Error:
                 # Generate summary for the finding
                 summary_markdown = create_dotnet_finding_summary(analysis)
 

From 8c486d75364ea36535376577e20beccd60507a11 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 11:06:02 -0700
Subject: [PATCH 271/279] fix db pool bug

---
 .../file_enrichment/routes/enrichments.py             | 11 +++--------
 1 file changed, 3 insertions(+), 8 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index 2ad45f9..9ea98cf 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -7,13 +7,14 @@ import uuid
 from typing import TYPE_CHECKING
 
 import common.helpers as helpers
+import file_enrichment.global_vars as global_vars
 from common.logger import get_logger
 from fastapi import APIRouter, Body, HTTPException, Path, Request
 from file_enrichment.global_vars import global_module_map
 from pydantic import BaseModel
 
 if TYPE_CHECKING:
-    import asyncpg
+    pass
 
 logger = get_logger(__name__)
 
@@ -69,12 +70,6 @@ async def run_enrichment(
 ):
     """Run a specific enrichment module directly."""
     try:
-        # Get asyncpg pool from app state
-        asyncpg_pool: asyncpg.Pool = request.app.state.asyncpg_pool
-        # Check if module
-        if not global_module_map:
-            raise HTTPException(status_code=503, detail="Modules not initialized")
-
         if enrichment_name not in global_module_map:
             raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
 
@@ -96,7 +91,7 @@ async def run_enrichment(
 
         if result:
             # Store enrichment result in database
-            async with asyncpg_pool.acquire() as conn:
+            async with global_vars.asyncpg_pool.acquire() as conn:
                 # Store main enrichment result
                 results_escaped = json.dumps(helpers.sanitize_for_jsonb(result.model_dump(mode="json")))
                 await conn.execute(

From e24bc64ddacaea0720b4c61a8187cac8bec26aff Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 11:06:29 -0700
Subject: [PATCH 272/279] remove unused API endpoints

---
 .../file_enrichment/routes/enrichments.py     | 33 -------------------
 1 file changed, 33 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index 9ea98cf..d46ed9d 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -156,36 +156,3 @@ async def run_enrichment(
             pid=os.getpid(),
         )
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
-
-
-@router.post("/enrichments/{enrichment_name}/bulk")
-async def run_bulk_enrichment(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
-):
-    """Bulk enrichment is now handled by the web API using distributed processing."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment has been moved to the web API for distributed processing. Please use the main API endpoint.",
-    )
-
-
-@router.get("/enrichments/{enrichment_name}/bulk/status")
-async def get_bulk_enrichment_status(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to check status for"),
-):
-    """Bulk enrichment status is now handled by the web API."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment status is now handled by the web API. Please use the main API endpoint.",
-    )
-
-
-@router.post("/enrichments/{enrichment_name}/bulk/stop")
-async def stop_bulk_enrichment(
-    enrichment_name: str = Path(..., description="Name of the enrichment module to stop"),
-):
-    """Bulk enrichment stopping is now handled by the web API."""
-    raise HTTPException(
-        status_code=501,
-        detail="Bulk enrichment stopping is now handled by the web API. Please use the main API endpoint.",
-    )

From 8ecf41b82cdc531e82b5d006143995cee008dfda Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 11:23:27 -0700
Subject: [PATCH 273/279] fix API endpoint, fix global vars bug, use API model

---
 libs/common/common/models2/api.py             |  4 +-
 libs/common/common/models2/enrichments.py     | 18 ++++++
 .../activities/enrichment_modules.py          |  8 +--
 .../file_enrichment/controller.py             |  4 +-
 .../file_enrichment/routes/enrichments.py     | 62 +++++++++----------
 .../subscriptions/bulk_enrichment.py          |  4 +-
 .../file_enrichment/workflow.py               |  6 +-
 7 files changed, 57 insertions(+), 49 deletions(-)
 create mode 100644 libs/common/common/models2/enrichments.py

diff --git a/libs/common/common/models2/api.py b/libs/common/common/models2/api.py
index 5520735..fcd57bd 100644
--- a/libs/common/common/models2/api.py
+++ b/libs/common/common/models2/api.py
@@ -4,7 +4,7 @@ from datetime import UTC, datetime
 from typing import Annotated, Literal
 from uuid import UUID
 
-from pydantic import BaseModel, BeforeValidator, Field, field_validator, field_serializer
+from pydantic import BaseModel, BeforeValidator, Field, field_serializer, field_validator
 
 logger = logging.getLogger(__name__)
 
@@ -130,7 +130,7 @@ class FileMetadata(BaseModel):
         }
     }
 
-    @field_serializer('timestamp', 'expiration', when_used='unless-none')
+    @field_serializer("timestamp", "expiration", when_used="unless-none")
     def serialize_datetime(self, dt: datetime, _info):
         return dt.isoformat()
 
diff --git a/libs/common/common/models2/enrichments.py b/libs/common/common/models2/enrichments.py
new file mode 100644
index 0000000..03c2c04
--- /dev/null
+++ b/libs/common/common/models2/enrichments.py
@@ -0,0 +1,18 @@
+"""API models for the /enrichments route."""
+
+from pydantic import BaseModel
+
+
+class EnrichmentRequest(BaseModel):
+    object_id: str
+
+
+class EnrichmentResponse(BaseModel):
+    status: str
+    message: str
+    object_id: str
+    instance_id: str
+
+
+class ModulesListResponse(BaseModel):
+    modules: list[str]
diff --git a/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
index 92f70c0..7e45cfa 100644
--- a/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
+++ b/projects/file_enrichment/file_enrichment/activities/enrichment_modules.py
@@ -4,6 +4,7 @@ import json
 import os
 
 import common.helpers as helpers
+import file_enrichment.global_vars as global_vars
 from common.logger import get_logger
 from common.models import EnrichmentResult
 from common.workflows.setup import workflow_activity
@@ -15,7 +16,6 @@ from ..tracing import get_tracer
 logger = get_logger(__name__)
 
 # Global module map - will be set during initialization
-global_module_map = {}
 
 
 @workflow_activity
@@ -97,11 +97,11 @@ def determine_modules_to_process(object_id: str, temp_file_path: str, execution_
     modules_to_process = []
 
     for module_name in execution_order:
-        if module_name not in global_module_map:
+        if module_name not in global_vars.global_module_map:
             logger.warning("Module not found", module_name=module_name)
             continue
 
-        module = global_module_map[module_name]
+        module = global_vars.global_module_map[module_name]
         try:
             should_process = module.should_process(object_id, temp_file_path)
 
@@ -116,7 +116,7 @@ def determine_modules_to_process(object_id: str, temp_file_path: str, execution_
 
 async def execute_enrichment_module(object_id: str, temp_file_path: str, module_name: str) -> EnrichmentResult | None:
     """Second pass: process a single module and return its result."""
-    module = global_module_map[module_name]
+    module = global_vars.global_module_map[module_name]
     logger.debug("Starting module processing", module_name=module_name)
 
     # Check if the module's process method returns a coroutine (async)
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index d5b0771..122e3a1 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -191,6 +191,6 @@ async def process_nosey_parker_results(event: CloudEvent[NoseyParkerOutput]):
 async def process_bulk_enrichment_task(event: CloudEvent[BulkEnrichmentTask]):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
-    from .workflow import global_module_map
+    import file_enrichment.global_vars as global_vars
 
-    await process_bulk_enrichment_event(event.data, workflow_manager, global_module_map)
+    await process_bulk_enrichment_event(event.data, workflow_manager, global_vars.global_module_map)
diff --git a/projects/file_enrichment/file_enrichment/routes/enrichments.py b/projects/file_enrichment/file_enrichment/routes/enrichments.py
index d46ed9d..fba55d2 100644
--- a/projects/file_enrichment/file_enrichment/routes/enrichments.py
+++ b/projects/file_enrichment/file_enrichment/routes/enrichments.py
@@ -9,9 +9,8 @@ from typing import TYPE_CHECKING
 import common.helpers as helpers
 import file_enrichment.global_vars as global_vars
 from common.logger import get_logger
-from fastapi import APIRouter, Body, HTTPException, Path, Request
-from file_enrichment.global_vars import global_module_map
-from pydantic import BaseModel
+from common.models2.enrichments import EnrichmentRequest, EnrichmentResponse, ModulesListResponse
+from fastapi import APIRouter, Body, HTTPException, Path
 
 if TYPE_CHECKING:
     pass
@@ -21,15 +20,11 @@ logger = get_logger(__name__)
 router = APIRouter(tags=["enrichments"])
 
 
-class EnrichmentRequest(BaseModel):
-    object_id: str
-
-
-@router.get("/llm_enrichments")
-async def list_enabled_llm_enrichments():
+@router.get("/llm_enrichments", response_model=ModulesListResponse)
+async def list_enabled_llm_enrichments() -> ModulesListResponse:
     """List the enabled LLM enrichments based on environment variables."""
     try:
-        if not global_module_map:
+        if not global_vars.global_module_map:
             raise HTTPException(status_code=503, detail="Modules not initialized")
 
         llm_enrichments = []
@@ -40,51 +35,50 @@ async def list_enabled_llm_enrichments():
         if os.getenv("RIGGING_GENERATOR_TRIAGE"):
             llm_enrichments.append("finding_triage")
 
-        return {"modules": llm_enrichments}
+        return ModulesListResponse(modules=llm_enrichments)
 
     except Exception as e:
         logger.exception(e, message="Error listing enabled LLM enrichment modules", pid=os.getpid())
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
-@router.get("/enrichments")
-async def list_enrichments():
+@router.get("/enrichments", response_model=ModulesListResponse)
+async def list_enrichments() -> ModulesListResponse:
     """List all available enrichment modules."""
     try:
-        if not global_module_map:
+        if not global_vars.global_module_map:
             raise HTTPException(status_code=503, detail="Modules not initialized")
 
-        module_names = list(global_module_map.keys())
-        return {"modules": module_names}
+        module_names = list(global_vars.global_module_map.keys())
+        return ModulesListResponse(modules=module_names)
 
     except Exception as e:
         logger.exception(e, message="Error listing enrichment modules", pid=os.getpid())
         raise HTTPException(status_code=500, detail=f"Internal server error: {str(e)}") from e
 
 
-@router.post("/enrichments/{enrichment_name}")
+@router.post("/enrichments/{enrichment_name}", response_model=EnrichmentResponse)
 async def run_enrichment(
     enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
     enrichment_request: EnrichmentRequest = Body(..., description="The enrichment request containing the object ID"),
-    request: Request = None,
-):
+) -> EnrichmentResponse:
     """Run a specific enrichment module directly."""
     try:
-        if enrichment_name not in global_module_map:
+        if enrichment_name not in global_vars.global_module_map:
             raise HTTPException(status_code=404, detail=f"Enrichment module '{enrichment_name}' not found")
 
         # Get the module
-        module = global_module_map[enrichment_name]
+        module = global_vars.global_module_map[enrichment_name]
 
         # Check if we should process this file - run in thread since it might use sync operations
         should_process = await asyncio.to_thread(module.should_process, enrichment_request.object_id)
         if not should_process:
-            return {
-                "status": "skipped",
-                "message": f"Module {enrichment_name} decided to skip processing",
-                "object_id": enrichment_request.object_id,
-                "instance_id": "",
-            }
+            return EnrichmentResponse(
+                status="skipped",
+                message=f"Module {enrichment_name} decided to skip processing",
+                object_id=enrichment_request.object_id,
+                instance_id="",
+            )
 
         # Process the file in a separate thread to avoid event loop conflicts
         result = await asyncio.to_thread(module.process, enrichment_request.object_id)
@@ -135,15 +129,15 @@ async def run_enrichment(
                             finding.origin_type,
                             finding.origin_name,
                             json.dumps(finding.raw_data),
-                            json.dumps([obj.model_dump_json() for obj in finding.data]),
+                            json.dumps([obj.model_dump() for obj in finding.data]),
                         )
 
-        return {
-            "status": "success",
-            "message": f"Completed enrichment with module '{enrichment_name}'",
-            "object_id": enrichment_request.object_id,
-            "instance_id": str(uuid.uuid4()),  # Generate a unique instance ID
-        }
+        return EnrichmentResponse(
+            status="success",
+            message=f"Completed enrichment with module '{enrichment_name}'",
+            object_id=enrichment_request.object_id,
+            instance_id=str(uuid.uuid4()),  # Generate a unique instance ID
+        )
 
     except HTTPException:
         raise
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
index d8f3e0f..d07d650 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
@@ -12,9 +12,7 @@ async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manag
         enrichment_name = task.enrichment_name
         object_id = task.object_id
 
-        logger.debug(
-            "Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id
-        )
+        logger.debug("Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id)
 
         # Check if module exists
         if not global_module_map:
diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index b714805..32c840e 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -16,7 +16,6 @@ from .activities import (
     publish_findings_alerts,
     run_enrichment_modules,
 )
-from .activities.enrichment_modules import global_module_map
 
 logger = get_logger(__name__)
 
@@ -240,9 +239,8 @@ async def initialize_workflow_runtime(dpapi_manager: DpapiManager):
     module_loader = ModuleLoader()
     await module_loader.load_modules()
     # Update the global_module_map in the enrichment_modules activity
-    from .activities import enrichment_modules
 
-    enrichment_modules.global_module_map = module_loader.modules
+    global_vars.global_module_map = module_loader.modules
 
     asyncio_loop = asyncio.get_running_loop()
 
@@ -288,7 +286,7 @@ def reload_yara_rules():
     """Reloads all disk/state yara rules."""
 
     logger.debug("workflow/workflow.py reloading Yara rules")
-    global_module_map["yara"].rule_manager.load_rules()
+    global_vars.global_module_map["yara"].rule_manager.load_rules()
 
 
 # endregion

From cdea9d029252651a3296a2a60cecdc23e8966c26 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 12:00:20 -0700
Subject: [PATCH 274/279] typing

---
 libs/common/common/logger.py                      | 15 ++-------------
 .../subscriptions/bulk_enrichment.py              |  7 ++++---
 2 files changed, 6 insertions(+), 16 deletions(-)

diff --git a/libs/common/common/logger.py b/libs/common/common/logger.py
index ccf88f3..ca7286d 100644
--- a/libs/common/common/logger.py
+++ b/libs/common/common/logger.py
@@ -12,17 +12,7 @@ WORKFLOW_RUNTIME_LOG_LEVEL = os.getenv("WORKFLOW_RUNTIME_LOG_LEVEL", "WARNING")
 WORKFLOW_CLIENT_LOG_LEVEL = os.getenv("WORKFLOW_CLIENT_LOG_LEVEL", "WARNING")
 
 
-def add_worker_id(logger, method_name, event_dict):
-    try:
-        import multiprocessing
-
-        event_dict["worker_id"] = multiprocessing.current_process().name
-    except (ImportError, AttributeError):
-        event_dict["worker_id"] = "unknown"
-    return event_dict
-
-
-def add_callsite_from_record(_logger, _method, event_dict):
+def add_callsite_from_record(_logger: logging.Logger, _method_name: str, event_dict: dict) -> dict:
     record = event_dict.get("_record")
     if record is not None:
         event_dict.setdefault("logger", record.name)
@@ -34,7 +24,6 @@ def add_callsite_from_record(_logger, _method, event_dict):
 
 foreign_pre_chain = [
     add_callsite_from_record,
-    add_worker_id,
     structlog.stdlib.add_log_level,
     structlog.processors.StackInfoRenderer(),
     structlog.processors.format_exc_info,
@@ -73,6 +62,6 @@ structlog.configure(
 )
 
 
-def get_logger(name=None):
+def get_logger(name: str | None = None) -> structlog.stdlib.BoundLogger:
     logging.getLogger(name).setLevel(LOG_LEVEL)
     return structlog.get_logger(name)
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
index d07d650..fed7039 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
@@ -2,11 +2,12 @@
 
 from common.logger import get_logger
 from common.models import BulkEnrichmentTask
+from file_enrichment.workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
 
 
-async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manager, global_module_map):
+async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manager: WorkflowManager, global_module_map):
     """Process individual bulk enrichment tasks"""
     try:
         enrichment_name = task.enrichment_name
@@ -29,6 +30,6 @@ async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manag
         # This will block if we're at max capacity, providing natural backpressure
         await workflow_manager.start_workflow_single_enrichment(workflow_input)
 
-    except Exception as e:
-        logger.exception("Error processing bulk enrichment task", error=str(e))
+    except Exception:
+        logger.exception("Error processing bulk enrichment task")
         raise

From 60c33610979104f81b705bf274d79f969522fc70 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 12:05:00 -0700
Subject: [PATCH 275/279] remove old logger

---
 .../file_enrichment/workflow.py               | 32 +++++++++----------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 32c840e..11a0b33 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -180,18 +180,17 @@ def enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
 def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict):
     """Lightweight workflow that runs a single enrichment module for bulk operations."""
 
-    workflow_logger = logger.bind(instance_id=ctx.instance_id, workflow_is_replaying=ctx.is_replaying)
-
     try:
         enrichment_name = workflow_input["enrichment_name"]
         object_id = workflow_input["object_id"]
 
-        workflow_logger.debug(
-            "Starting single enrichment workflow",
-            enrichment_name=enrichment_name,
-            object_id=object_id,
-            instance_id=ctx.instance_id,
-        )
+        if not ctx.is_replaying:
+            logger.debug(
+                "Starting single enrichment workflow",
+                enrichment_name=enrichment_name,
+                object_id=object_id,
+                instance_id=ctx.instance_id,
+            )
 
         # Get the activity name for this enrichment
         activity_name = f"enrich_{enrichment_name}"
@@ -201,18 +200,19 @@ def single_enrichment_workflow(ctx: wf.DaprWorkflowContext, workflow_input: dict
         # Run the single enrichment activity
         result = yield ctx.call_activity(global_vars.activity_functions[activity_name], input={"object_id": object_id})
 
-        workflow_logger.debug(
-            "Single enrichment workflow completed",
-            enrichment_name=enrichment_name,
-            object_id=object_id,
-            result=result,
-            instance_id=ctx.instance_id,
-        )
+        if not ctx.is_replaying:
+            logger.debug(
+                "Single enrichment workflow completed",
+                enrichment_name=enrichment_name,
+                object_id=object_id,
+                result=result,
+                instance_id=ctx.instance_id,
+            )
 
         return result
 
     except Exception as e:
-        workflow_logger.exception(
+        logger.exception(
             "Error in single enrichment workflow",
             enrichment_name=enrichment_name if "enrichment_name" in locals() else "unknown",
             object_id=object_id if "object_id" in locals() else "unknown",

From c5a71aca6a9fa1787bb94ee17d2536ebc381d543 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 12:08:27 -0700
Subject: [PATCH 276/279] check type/initialized before using

---
 projects/file_enrichment/file_enrichment/workflow.py | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/projects/file_enrichment/file_enrichment/workflow.py b/projects/file_enrichment/file_enrichment/workflow.py
index 11a0b33..6cbc3e1 100644
--- a/projects/file_enrichment/file_enrichment/workflow.py
+++ b/projects/file_enrichment/file_enrichment/workflow.py
@@ -5,6 +5,7 @@ import dapr.ext.workflow as wf
 from common.logger import get_logger
 from common.workflows.setup import wf_runtime
 from file_enrichment_modules.module_loader import ModuleLoader
+from file_enrichment_modules.yara.yara_manager import YaraRuleManager
 from nemesis_dpapi import DpapiManager
 
 from . import global_vars
@@ -286,7 +287,12 @@ def reload_yara_rules():
     """Reloads all disk/state yara rules."""
 
     logger.debug("workflow/workflow.py reloading Yara rules")
-    global_vars.global_module_map["yara"].rule_manager.load_rules()
+    rule_manager = global_vars.global_module_map["yara"]
+
+    if not isinstance(rule_manager, YaraRuleManager):
+        raise ValueError(f"Yara rule manager is incorrect type. Type: {type(rule_manager)}")
+
+    rule_manager.load_rules()
 
 
 # endregion

From b9d0b818b69ad7cc2d40474b4875c7c6cd165fff Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 12:43:59 -0700
Subject: [PATCH 277/279] strong types

---
 libs/common/common/models.py                  |  9 +-
 .../file_enrichment/controller.py             |  4 +-
 .../subscriptions/bulk_enrichment.py          | 31 +++++--
 .../file_enrichment/workflow_manager.py       | 47 +++++++---
 projects/web_api/web_api/main.py              | 91 ++++++++++---------
 projects/web_api/web_api/reporting_routes.py  | 14 +--
 6 files changed, 121 insertions(+), 75 deletions(-)

diff --git a/libs/common/common/models.py b/libs/common/common/models.py
index 8acf35b..65343a4 100644
--- a/libs/common/common/models.py
+++ b/libs/common/common/models.py
@@ -207,7 +207,14 @@ class NoseyParkerOutput(BaseModel):
 ##########################################
 
 
-class BulkEnrichmentTask(BaseModel):
+class BulkEnrichmentEvent(BaseModel):
+    enrichment_name: str
+    object_id: str
+
+
+class SingleEnrichmentWorkflowInput(BaseModel):
+    """Input model for single enrichment workflows (bulk operations)."""
+
     enrichment_name: str
     object_id: str
 
diff --git a/projects/file_enrichment/file_enrichment/controller.py b/projects/file_enrichment/file_enrichment/controller.py
index 122e3a1..4b4ab8d 100644
--- a/projects/file_enrichment/file_enrichment/controller.py
+++ b/projects/file_enrichment/file_enrichment/controller.py
@@ -5,7 +5,7 @@ from contextlib import asynccontextmanager
 import asyncpg
 from common.db import get_postgres_connection_str
 from common.logger import get_logger
-from common.models import BulkEnrichmentTask, CloudEvent, DotNetOutput, File, NoseyParkerOutput
+from common.models import BulkEnrichmentEvent, CloudEvent, DotNetOutput, File, NoseyParkerOutput
 from common.workflows.setup import set_fastapi_loop
 from dapr.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
@@ -188,7 +188,7 @@ async def process_nosey_parker_results(event: CloudEvent[NoseyParkerOutput]):
 
 
 @dapr_app.subscribe(pubsub="pubsub", topic="bulk-enrichment-task")
-async def process_bulk_enrichment_task(event: CloudEvent[BulkEnrichmentTask]):
+async def process_bulk_enrichment_task(event: CloudEvent[BulkEnrichmentEvent]):
     """Handler for individual bulk enrichment tasks"""
     global workflow_manager
     import file_enrichment.global_vars as global_vars
diff --git a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
index fed7039..1d7baf1 100644
--- a/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
+++ b/projects/file_enrichment/file_enrichment/subscriptions/bulk_enrichment.py
@@ -1,31 +1,42 @@
 """Handler for bulk enrichment task subscription events."""
 
 from common.logger import get_logger
-from common.models import BulkEnrichmentTask
+from common.models import BulkEnrichmentEvent, SingleEnrichmentWorkflowInput
 from file_enrichment.workflow_manager import WorkflowManager
 
 logger = get_logger(__name__)
 
 
-async def process_bulk_enrichment_event(task: BulkEnrichmentTask, workflow_manager: WorkflowManager, global_module_map):
-    """Process individual bulk enrichment tasks"""
-    try:
-        enrichment_name = task.enrichment_name
-        object_id = task.object_id
+async def process_bulk_enrichment_event(
+    evnt: BulkEnrichmentEvent, workflow_manager: WorkflowManager, global_module_map: dict
+) -> None:
+    """Process individual bulk enrichment tasks
 
-        logger.debug("Received bulk enrichment task", enrichment_name=enrichment_name, object_id=object_id)
+    Args:
+        task: The bulk enrichment task containing enrichment name and object ID
+        workflow_manager: The workflow manager to schedule enrichment workflows
+        global_module_map: Map of available enrichment modules
+
+    Raises:
+        Exception: If task processing fails
+    """
+    try:
+        logger.debug("Received bulk enrichment task", enrichment_name=evnt.enrichment_name, object_id=object_id)
 
         # Check if module exists
         if not global_module_map:
             logger.error("Modules not initialized")
             return
 
-        if enrichment_name not in global_module_map:
-            logger.error(f"Enrichment module '{enrichment_name}' not found")
+        if evnt.enrichment_name not in global_module_map:
+            logger.error(f"Enrichment module '{evnt.enrichment_name}' not found")
             return
 
         # Prepare workflow input for single enrichment
-        workflow_input = {"enrichment_name": enrichment_name, "object_id": object_id}
+        workflow_input = SingleEnrichmentWorkflowInput(
+            enrichment_name=evnt.enrichment_name,
+            object_id=evnt.object_id,
+        )
 
         # This will block if we're at max capacity, providing natural backpressure
         await workflow_manager.start_workflow_single_enrichment(workflow_input)
diff --git a/projects/file_enrichment/file_enrichment/workflow_manager.py b/projects/file_enrichment/file_enrichment/workflow_manager.py
index 919d2f8..1cdcbb5 100644
--- a/projects/file_enrichment/file_enrichment/workflow_manager.py
+++ b/projects/file_enrichment/file_enrichment/workflow_manager.py
@@ -8,6 +8,7 @@ from datetime import datetime
 
 import asyncpg
 from common.logger import get_logger
+from common.models import SingleEnrichmentWorkflowInput
 from dapr.clients import DaprClient
 from dapr.ext.workflow.workflow_state import WorkflowStatus
 
@@ -551,8 +552,21 @@ class WorkflowManager:
 
                     await asyncio.sleep(0.3)
 
-    async def start_workflow_single_enrichment(self, workflow_input):
-        """Start a single enrichment workflow"""
+    async def start_workflow_single_enrichment(
+        self, workflow_input: SingleEnrichmentWorkflowInput | dict[str, str]
+    ) -> str:
+        """Start a single enrichment workflow
+
+        Args:
+            workflow_input: Input for the single enrichment workflow containing
+                enrichment_name and object_id
+
+        Returns:
+            The workflow instance ID (UUID string without hyphens)
+
+        Raises:
+            Exception: If workflow scheduling fails
+        """
         tracer = get_tracer()
 
         try:
@@ -561,19 +575,21 @@ class WorkflowManager:
             # Generate the workflow ID
             instance_id = str(uuid.uuid4()).replace("-", "")
 
+            # Normalize input to SingleEnrichmentWorkflowInput if dict
+            if isinstance(workflow_input, dict):
+                workflow_input = SingleEnrichmentWorkflowInput(**workflow_input)
+
             with tracer.start_as_current_span("start_single_enrichment_workflow") as span:
                 # Add workflow ID to trace for Jaeger queries
                 span.set_attribute("workflow.instance_id", instance_id)
                 span.set_attribute("workflow.start", True)
                 span.set_attribute("workflow.type", "single_enrichment_workflow")
-                span.set_attribute("workflow.enrichment_name", workflow_input.get("enrichment_name"))
-
-                if "object_id" in workflow_input:
-                    span.set_attribute("workflow.object_id", workflow_input["object_id"])
+                span.set_attribute("workflow.enrichment_name", workflow_input.enrichment_name)
+                span.set_attribute("workflow.object_id", workflow_input.object_id)
 
                 # Extract metadata for tracking
-                enrichment_name = workflow_input.get("enrichment_name")
-                object_id = workflow_input.get("object_id")
+                enrichment_name = workflow_input.enrichment_name
+                object_id = workflow_input.object_id
 
                 # Store workflow in database (simplified - just for monitoring)
                 async with self.pool.acquire() as conn:
@@ -611,12 +627,17 @@ class WorkflowManager:
                 # Import here to avoid circular import
                 from .workflow import single_enrichment_workflow
 
+                # Convert Pydantic model to dict for Dapr workflow
+                workflow_input_dict = (
+                    workflow_input.model_dump() if isinstance(workflow_input, SingleEnrichmentWorkflowInput) else workflow_input
+                )
+
                 # Use asyncio.to_thread() to prevent blocking the event loop
                 await asyncio.to_thread(
                     workflow_client.schedule_new_workflow,
                     instance_id=instance_id,
                     workflow=single_enrichment_workflow,
-                    input=workflow_input,
+                    input=workflow_input_dict,
                 )
 
                 # Start a task to monitor this workflow for completion/failure/timeout
@@ -630,9 +651,13 @@ class WorkflowManager:
             logger.exception(e, message="Error starting single enrichment workflow")
             raise
 
-    async def _monitor_single_enrichment_workflow(self, instance_id, workflow_start_time):
-        """Monitor a single enrichment workflow until completion or timeout"""
+    async def _monitor_single_enrichment_workflow(self, instance_id: str, workflow_start_time: float) -> None:
+        """Monitor a single enrichment workflow until completion or timeout
 
+        Args:
+            instance_id: The workflow instance ID (UUID string without hyphens)
+            workflow_start_time: Timestamp when the workflow was started (from time.time())
+        """
         tracer = get_tracer()
 
         with tracer.start_as_current_span("monitor_single_enrichment_workflow") as current_span:
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index d84eca2..4c77842 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -16,7 +16,7 @@ import requests
 from common.db import get_postgres_connection_str
 from common.helpers import get_drive_from_path
 from common.logger import get_logger
-from common.models import CloudEvent
+from common.models import BulkEnrichmentTask, CloudEvent
 from common.models import File as FileModel
 from common.models2.api import (
     APIInfo,
@@ -32,6 +32,8 @@ from dapr.aio.clients import DaprClient
 from dapr.ext.fastapi import DaprApp
 from fastapi import Body, FastAPI, File, Form, HTTPException, Path, Query, Request, UploadFile
 from fastapi.responses import Response, StreamingResponse
+from psycopg import Connection
+from psycopg.rows import TupleRow
 from psycopg_pool import ConnectionPool
 from pydantic import ValidationError
 from web_api.container_monitor import get_monitor, start_monitor, stop_monitor
@@ -157,10 +159,10 @@ container_processor = LargeContainerProcessor()
 dapr_app = DaprApp(app)
 
 # Initialize database connection pool for workflow status queries
-_db_pool = None
+_db_pool: ConnectionPool[Connection[TupleRow]] | None = None
 
 
-def get_db_pool():
+def get_db_pool() -> ConnectionPool[Connection[TupleRow]]:
     global _db_pool
     if _db_pool is None:
         _db_pool = ConnectionPool(get_postgres_connection_str(), min_size=1, max_size=5)
@@ -293,7 +295,7 @@ async def upload_file(
         return FileWithMetadataResponse(object_id=object_id, submission_id=submission_id)
 
     except Exception as e:
-        logger.exception(e, message="Error processing file upload")
+        logger.exception(message="Error processing file upload")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -344,7 +346,7 @@ async def download_file(
         )
 
     except Exception as e:
-        logger.exception(e, message="Error downloading file")
+        logger.exception(message="Error downloading file")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -447,7 +449,7 @@ async def submit_container(
         logger.error("Validation error in container metadata", errors=e.errors())
         raise HTTPException(status_code=400, detail=e.errors()) from e
     except Exception as e:
-        logger.exception(e, message="Error processing container submission")
+        logger.exception(message="Error processing container submission")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -504,7 +506,7 @@ async def get_container_status(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error getting container status")
+        logger.exception(message="Error getting container status")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -652,7 +654,7 @@ async def get_status():
         }
 
     except Exception as e:
-        logger.exception(e, message="Error getting workflow status")
+        logger.exception(message="Error getting workflow status")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -717,7 +719,7 @@ async def get_failed():
             "timestamp": datetime.now(UTC).isoformat(),
         }
     except Exception as e:
-        logger.exception(e, message="Error getting failed workflow information")
+        logger.exception(message="Error getting failed workflow information")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -748,10 +750,10 @@ async def list_enrichments():
         return response.json()
 
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to enrichment service")
+        logger.exception(message="Error connecting to enrichment service")
         raise HTTPException(status_code=503, detail="Enrichment service unavailable") from e
     except Exception as e:
-        logger.exception(e, message="Error listing enrichment modules")
+        logger.exception(message="Error listing enrichment modules")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -800,7 +802,7 @@ async def run_enrichment(
         logger.error("Timeout connecting to enrichment service", enrichment_name=enrichment_name)
         raise HTTPException(status_code=504, detail="Request to enrichment service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to enrichment service")
+        logger.exception(message="Error connecting to enrichment service")
         raise HTTPException(status_code=503, detail="Enrichment service unavailable") from e
     except HTTPException:
         raise
@@ -855,12 +857,13 @@ async def run_bulk_enrichment(
         # Publish individual enrichment tasks to pub/sub
         async with DaprClient() as client:
             for object_id in object_ids:
-                task_data = {"enrichment_name": enrichment_name, "object_id": str(object_id)}
+                # Create strongly-typed task model
+                task = BulkEnrichmentTask(enrichment_name=enrichment_name, object_id=str(object_id))
 
                 await client.publish_event(
                     pubsub_name="pubsub",
                     topic_name="bulk-enrichment-task",
-                    data=json.dumps(task_data),
+                    data=json.dumps(task.model_dump()),
                     data_content_type="application/json",
                 )
 
@@ -877,7 +880,7 @@ async def run_bulk_enrichment(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error starting bulk enrichment", enrichment_name=enrichment_name)
+        logger.exception(message="Error starting bulk enrichment", enrichment_name=enrichment_name)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -962,12 +965,12 @@ async def submit_dpapi_credential(
         logger.error("Timeout connecting to file enrichment service for DPAPI credential")
         raise HTTPException(status_code=504, detail="Request to file enrichment service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to file enrichment service")
+        logger.exception(message="Error connecting to file enrichment service")
         raise HTTPException(status_code=503, detail="File enrichment service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error submitting DPAPI credential", credential_type=request.type)
+        logger.exception(message="Error submitting DPAPI credential", credential_type=request.type)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -993,7 +996,7 @@ async def get_queue_metrics():
             metrics = await monitor.get_workflow_queue_metrics()
             return metrics
     except Exception as e:
-        logger.exception(e, message="Error getting queue metrics")
+        logger.exception(message="Error getting queue metrics")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1012,7 +1015,7 @@ async def get_single_queue_metrics(queue_name: str = Path(..., description="Name
             metrics = await monitor.get_single_queue_metrics(queue_name)
             return metrics
     except Exception as e:
-        logger.exception(e, message="Error getting single queue metrics", queue_name=queue_name)
+        logger.exception(message="Error getting single queue metrics", queue_name=queue_name)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1038,7 +1041,7 @@ async def reload_yara_rules():
         logger.info("Sent PostgreSQL NOTIFY for Yara rules reload")
         return {"message": "Yara rules reload triggered across all workers"}
     except Exception as e:
-        logger.exception(e, message="Error triggering Yara rules reload")
+        logger.exception(message="Error triggering Yara rules reload")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1120,12 +1123,12 @@ async def trigger_cleanup(request: CleanupRequest = Body(default=None, descripti
             logger.error("Timeout connecting to services")
             raise HTTPException(status_code=504, detail="Request to services timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to services")
+        logger.exception(message="Error connecting to services")
         raise HTTPException(status_code=503, detail="One or more services unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error triggering cleanup")
+        logger.exception(message="Error triggering cleanup")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1179,12 +1182,12 @@ async def get_apprise_info():
         logger.error("Timeout connecting to alerting service")
         raise HTTPException(status_code=504, detail="Request to alerting service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to alerting service")
+        logger.exception(message="Error connecting to alerting service")
         raise HTTPException(status_code=503, detail="Alerting service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error getting apprise info")
+        logger.exception(message="Error getting apprise info")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1238,7 +1241,7 @@ async def get_available_agents():
         return {"agents": agents, "total_count": len(agents), "timestamp": datetime.now(UTC).isoformat()}
 
     except Exception as e:
-        logger.exception(e, message="Error getting available agents")
+        logger.exception(message="Error getting available agents")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1285,7 +1288,7 @@ async def get_agents_spend_data():
             "timestamp": datetime.now(UTC).isoformat(),
         }
     except Exception as e:
-        logger.exception(e, message="Error getting agents spend data")
+        logger.exception(message="Error getting agents spend data")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1311,12 +1314,12 @@ async def run_text_summarizer(request: dict = Body(..., description="Request con
         logger.error("Timeout starting text summarizer")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to agents service")
+        logger.exception(message="Error connecting to agents service")
         raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error starting text summarizer")
+        logger.exception(message="Error starting text summarizer")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1342,12 +1345,12 @@ async def run_llm_credential_analysis(request: dict = Body(..., description="Req
         logger.error("Timeout starting credential analysis")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to agents service")
+        logger.exception(message="Error connecting to agents service")
         raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error starting credential analysis")
+        logger.exception(message="Error starting credential analysis")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1371,12 +1374,12 @@ async def run_dotnet_analysis(request: dict = Body(..., description="Request con
         logger.error("Timeout starting .NET analysis")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to agents service")
+        logger.exception(message="Error connecting to agents service")
         raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error starting .NET analysis")
+        logger.exception(message="Error starting .NET analysis")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1402,12 +1405,12 @@ async def run_translation(
         logger.error("Timeout starting translation")
         raise HTTPException(status_code=504, detail="Request to agents service timed out") from e
     except requests.RequestException as e:
-        logger.exception(e, message="Error connecting to agents service")
+        logger.exception(message="Error connecting to agents service")
         raise HTTPException(status_code=503, detail="Agents service unavailable") from e
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error starting translation")
+        logger.exception(message="Error starting translation")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1522,7 +1525,7 @@ async def submit_file(file_data: FileModel) -> uuid.UUID:
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error submitting file metadata")
+        logger.exception(message="Error submitting file metadata")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1557,8 +1560,8 @@ async def process_workflow_completion(event: CloudEvent):
                 "Container processing completed", container_id=originating_container_id, final_object_id=object_id
             )
 
-    except Exception as e:
-        logger.exception(e, message="Error processing workflow completion event", cloud_event=event)
+    except Exception:
+        logger.exception(message="Error processing workflow completion event", cloud_event=event)
 
 
 #######################################
@@ -1588,7 +1591,7 @@ async def list_sources(
         return sources
 
     except Exception as e:
-        logger.exception(e, message="Error listing sources")
+        logger.exception(message="Error listing sources")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1619,7 +1622,7 @@ async def get_source_report(
         return report
 
     except Exception as e:
-        logger.exception(e, message="Error generating source report", source=source)
+        logger.exception(message="Error generating source report", source=source)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1643,7 +1646,7 @@ async def get_system_report(
         return report
 
     except Exception as e:
-        logger.exception(e, message="Error generating system report")
+        logger.exception(message="Error generating system report")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1719,7 +1722,7 @@ async def synthesize_source_report(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error generating source synthesis", source=source)
+        logger.exception(message="Error generating source synthesis", source=source)
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1796,7 +1799,7 @@ async def synthesize_system_report(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error generating system synthesis")
+        logger.exception(message="Error generating system synthesis")
         raise HTTPException(status_code=500, detail=str(e)) from e
 
 
@@ -1863,7 +1866,7 @@ async def download_source_report_pdf(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error generating source PDF", source=source)
+        logger.exception(message="Error generating source PDF", source=source)
         raise HTTPException(status_code=500, detail=f"Failed to generate PDF: {str(e)}") from e
 
 
@@ -1916,5 +1919,5 @@ async def download_system_report_pdf(
     except HTTPException:
         raise
     except Exception as e:
-        logger.exception(e, message="Error generating system PDF")
+        logger.exception(message="Error generating system PDF")
         raise HTTPException(status_code=500, detail=f"Failed to generate PDF: {str(e)}") from e
diff --git a/projects/web_api/web_api/reporting_routes.py b/projects/web_api/web_api/reporting_routes.py
index 4648eb6..6bf6bcd 100644
--- a/projects/web_api/web_api/reporting_routes.py
+++ b/projects/web_api/web_api/reporting_routes.py
@@ -4,11 +4,11 @@ Reporting routes for Nemesis web API.
 These routes provide comprehensive reporting and analytics for files, findings, and sources.
 """
 
-import asyncio
 from datetime import UTC, datetime
 
 from common.logger import get_logger
-from fastapi import HTTPException, Query
+from psycopg import Connection
+from psycopg.rows import TupleRow
 from psycopg_pool import ConnectionPool
 from web_api.models.responses import (
     RiskIndicators,
@@ -22,7 +22,7 @@ logger = get_logger(__name__)
 
 
 def get_sources_list(
-    pool: ConnectionPool,
+    pool: ConnectionPool[Connection[TupleRow]],
     project: str | None = None,
     start_date: datetime | None = None,
     end_date: datetime | None = None,
@@ -94,7 +94,7 @@ def get_sources_list(
 
 
 def get_source_report_data(
-    pool: ConnectionPool,
+    pool: ConnectionPool[Connection[TupleRow]],
     source_name: str,
     start_date: datetime | None = None,
     end_date: datetime | None = None,
@@ -340,7 +340,7 @@ def get_source_report_data(
 
             # Timeline data (last 14 days)
             cur.execute(
-                f"""
+                """
                 WITH date_series AS (
                     SELECT generate_series(
                         CURRENT_DATE - INTERVAL '13 days',
@@ -364,7 +364,7 @@ def get_source_report_data(
 
             # Enrichment performance
             cur.execute(
-                f"""
+                """
                 SELECT
                     COUNT(*) as total_workflows,
                     COUNT(CASE WHEN status IN ('COMPLETED', 'completed') THEN 1 END) as completed,
@@ -453,7 +453,7 @@ def get_source_report_data(
 
 
 def get_system_report_data(
-    pool: ConnectionPool,
+    pool: ConnectionPool[Connection[TupleRow]],
     start_date: datetime | None = None,
     end_date: datetime | None = None,
     project: str | None = None,

From 790541fe8e04925a6a107794f8ea99f1377646b8 Mon Sep 17 00:00:00 2001
From: Lee Chagolla-Christensen <lee@localhost>
Date: Mon, 27 Oct 2025 12:58:31 -0700
Subject: [PATCH 278/279] disable bulk re-run for now

---
 .../src/components/Yara/YaraManager.jsx       | 115 +++++++++++-------
 projects/web_api/web_api/main.py              |   6 +-
 2 files changed, 72 insertions(+), 49 deletions(-)

diff --git a/projects/frontend/src/components/Yara/YaraManager.jsx b/projects/frontend/src/components/Yara/YaraManager.jsx
index b071937..c4eaac7 100644
--- a/projects/frontend/src/components/Yara/YaraManager.jsx
+++ b/projects/frontend/src/components/Yara/YaraManager.jsx
@@ -12,7 +12,7 @@ import {
   Search,
   X
 } from 'lucide-react';
-import React, { useEffect, useMemo, useState } from 'react';
+import { useEffect, useMemo, useState } from 'react';
 
 const Tooltip = ({ children, content, position = 'top' }) => {
   const [isVisible, setIsVisible] = useState(false);
@@ -22,13 +22,11 @@ const Tooltip = ({ children, content, position = 'top' }) => {
       onMouseLeave={() => setIsVisible(false)}>
       {children}
       {isVisible && (
-        <div className={`absolute z-10 px-2 py-1 text-sm text-white bg-gray-900 rounded-md whitespace-nowrap left-1/2 transform -translate-x-1/2 ${
-          position === 'bottom' ? 'top-full mt-2' : '-top-8'
-        }`}>
+        <div className={`absolute z-10 px-2 py-1 text-sm text-white bg-gray-900 rounded-md whitespace-nowrap left-1/2 transform -translate-x-1/2 ${position === 'bottom' ? 'top-full mt-2' : '-top-8'
+          }`}>
           {content}
-          <div className={`absolute left-1/2 transform -translate-x-1/2 w-2 h-2 bg-gray-900 rotate-45 ${
-            position === 'bottom' ? '-top-1' : '-bottom-1'
-          }`}></div>
+          <div className={`absolute left-1/2 transform -translate-x-1/2 w-2 h-2 bg-gray-900 rotate-45 ${position === 'bottom' ? '-top-1' : '-bottom-1'
+            }`}></div>
         </div>
       )}
     </div>
@@ -56,6 +54,7 @@ const YaraRulesManager = () => {
   const [rules, setRules] = useState([]);
   const [loading, setLoading] = useState(true);
   const [error, setError] = useState(null);
+  const [operationError, setOperationError] = useState(null);
 
   // Filter states
   const [nameFilter, setNameFilter] = useState('');
@@ -196,7 +195,7 @@ const YaraRulesManager = () => {
       setShowReloadAlert(true);
       setIsEditorOpen(false);
     } catch (err) {
-      setError(`Failed to update rule: ${err.message}`);
+      setOperationError(`Failed to update rule: ${err.message}`);
     }
   };
 
@@ -262,7 +261,7 @@ const YaraRulesManager = () => {
       setNewRuleSource('');
       setEditedContent('');
     } catch (err) {
-      setError(`Failed to create rule: ${err.message}`);
+      setOperationError(`Failed to create rule: ${err.message}`);
     }
   };
 
@@ -307,7 +306,7 @@ const YaraRulesManager = () => {
       setNeedsReload(true);
       setShowReloadAlert(true);
     } catch (err) {
-      setError(`Failed to toggle rule: ${err.message}`);
+      setOperationError(`Failed to toggle rule: ${err.message}`);
     }
   };
 
@@ -324,7 +323,7 @@ const YaraRulesManager = () => {
         setIsReloading(false);
       }, 20000);
     } catch (err) {
-      setError(`Failed to reload Yara engine: ${err.message}`);
+      setOperationError(`Failed to reload Yara engine: ${err.message}`);
       setIsReloading(false);
     }
   };
@@ -333,14 +332,19 @@ const YaraRulesManager = () => {
   const handleBulkRerun = async () => {
     try {
       setIsBulkRunning(true);
-      await fetch('/api/enrichments/yara/bulk', { method: 'POST' });
+      const response = await fetch('/api/enrichments/yara/bulk', { method: 'POST' });
+
+      if (!response.ok) {
+        const errorText = await response.text();
+        throw new Error(`Server returned ${response.status}: ${errorText || response.statusText}`);
+      }
 
       // Show bulk re-run notification for 20 seconds
       setTimeout(() => {
         setIsBulkRunning(false);
       }, 20000);
     } catch (err) {
-      setError(`Failed to trigger bulk Yara re-run: ${err.message}`);
+      setOperationError(`Failed to trigger bulk Yara re-run: ${err.message}`);
       setIsBulkRunning(false);
     }
   };
@@ -364,47 +368,64 @@ const YaraRulesManager = () => {
           <div className="flex justify-between items-center">
             <h2 className="text-2xl font-bold text-gray-900 dark:text-gray-100">Yara Rules</h2>
             <div className="flex space-x-2">
-            <button
-              onClick={() => {
-                setIsNewRule(true);
-                setIsEditorOpen(true);
-                setEditedContent('');
-              }}
-              className="flex items-center space-x-2 px-4 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 transition-colors"
-            >
-              <PlusCircle className="w-4 h-4" />
-              <span>New Rule</span>
-            </button>
-            <Tooltip content="Signal the Nemesis Yara engine to reload the modified rule set" position="bottom">
               <button
-                onClick={handleReload}
-                disabled={!needsReload || isReloading}
-                className={`flex items-center space-x-2 px-4 py-2 rounded-lg transition-colors ${needsReload
-                  ? 'bg-green-600 text-white hover:bg-green-700'
-                  : 'bg-gray-300 text-gray-500 cursor-not-allowed dark:bg-gray-700 dark:text-gray-400'
-                  }`}
+                onClick={() => {
+                  setIsNewRule(true);
+                  setIsEditorOpen(true);
+                  setEditedContent('');
+                }}
+                className="flex items-center space-x-2 px-4 py-2 bg-blue-600 text-white rounded-lg hover:bg-blue-700 transition-colors"
               >
-                <Clock className="w-4 h-4" />
-                <span>Reload Yara Engine</span>
+                <PlusCircle className="w-4 h-4" />
+                <span>New Rule</span>
               </button>
-            </Tooltip>
-            <Tooltip content="Trigger a bulk re-run of all Yara rules against all files in the system" position="bottom">
-              <button
-                onClick={handleBulkRerun}
-                disabled={isBulkRunning}
-                className={`flex items-center space-x-2 px-4 py-2 rounded-lg transition-colors ${isBulkRunning
-                  ? 'bg-gray-300 text-gray-500 cursor-not-allowed dark:bg-gray-700 dark:text-gray-400'
-                  : 'bg-orange-600 text-white hover:bg-orange-700'
-                  }`}
-              >
-                <Clock className="w-4 h-4" />
-                <span>Re-run Yara Rules</span>
-              </button>
-            </Tooltip>
+              <Tooltip content="Signal the Nemesis Yara engine to reload the modified rule set" position="bottom">
+                <button
+                  onClick={handleReload}
+                  disabled={!needsReload || isReloading}
+                  className={`flex items-center space-x-2 px-4 py-2 rounded-lg transition-colors ${needsReload
+                    ? 'bg-green-600 text-white hover:bg-green-700'
+                    : 'bg-gray-300 text-gray-500 cursor-not-allowed dark:bg-gray-700 dark:text-gray-400'
+                    }`}
+                >
+                  <Clock className="w-4 h-4" />
+                  <span>Reload Yara Engine</span>
+                </button>
+              </Tooltip>
+              <Tooltip content="Trigger a bulk re-run of all Yara rules against all files in the system" position="bottom">
+                <button
+                  onClick={handleBulkRerun}
+                  disabled={isBulkRunning}
+                  className={`flex items-center space-x-2 px-4 py-2 rounded-lg transition-colors ${isBulkRunning
+                    ? 'bg-gray-300 text-gray-500 cursor-not-allowed dark:bg-gray-700 dark:text-gray-400'
+                    : 'bg-orange-600 text-white hover:bg-orange-700'
+                    }`}
+                >
+                  <Clock className="w-4 h-4" />
+                  <span>Re-run Yara Rules</span>
+                </button>
+              </Tooltip>
             </div>
           </div>
 
           {/* Alert Messages */}
+          {operationError && (
+            <div className="mt-4 p-3 bg-red-50 dark:bg-red-900/20 border border-red-200 dark:border-red-800 rounded-lg flex items-center justify-between">
+              <div className="flex items-center space-x-2">
+                <AlertTriangle className="w-5 h-5 text-red-600 dark:text-red-400" />
+                <span className="text-red-800 dark:text-red-300 font-medium">
+                  {operationError}
+                </span>
+              </div>
+              <button
+                onClick={() => setOperationError(null)}
+                className="text-red-600 dark:text-red-400 hover:text-red-800 dark:hover:text-red-200"
+              >
+                <X className="w-5 h-5" />
+              </button>
+            </div>
+          )}
+
           {showReloadAlert && needsReload && !isReloading && (
             <div className="mt-4 p-3 bg-yellow-50 dark:bg-yellow-900/20 border border-yellow-200 dark:border-yellow-800 rounded-lg flex items-center space-x-2">
               <AlertTriangle className="w-5 h-5 text-yellow-600 dark:text-yellow-400" />
diff --git a/projects/web_api/web_api/main.py b/projects/web_api/web_api/main.py
index 4c77842..ed24de5 100644
--- a/projects/web_api/web_api/main.py
+++ b/projects/web_api/web_api/main.py
@@ -16,7 +16,7 @@ import requests
 from common.db import get_postgres_connection_str
 from common.helpers import get_drive_from_path
 from common.logger import get_logger
-from common.models import BulkEnrichmentTask, CloudEvent
+from common.models import BulkEnrichmentEvent, CloudEvent
 from common.models import File as FileModel
 from common.models2.api import (
     APIInfo,
@@ -824,6 +824,8 @@ async def run_bulk_enrichment(
     enrichment_name: str = Path(..., description="Name of the enrichment module to run"),
 ):
     """Start bulk enrichment for a specific module by publishing individual tasks to pub/sub."""
+    raise HTTPException(status_code=500, detail="Currently disabled")
+
     try:
         # First verify enrichment module exists
         enrichments_url = f"http://localhost:{DAPR_PORT}/v1.0/invoke/file-enrichment/method/enrichments"
@@ -858,7 +860,7 @@ async def run_bulk_enrichment(
         async with DaprClient() as client:
             for object_id in object_ids:
                 # Create strongly-typed task model
-                task = BulkEnrichmentTask(enrichment_name=enrichment_name, object_id=str(object_id))
+                task = BulkEnrichmentEvent(enrichment_name=enrichment_name, object_id=str(object_id))
 
                 await client.publish_event(
                     pubsub_name="pubsub",

From d55076fd8e8a89c445a14040773b5b5b88dc2bc5 Mon Sep 17 00:00:00 2001
From: harmj0y <will@harmj0y.net>
Date: Mon, 27 Oct 2025 13:58:01 -0700
Subject: [PATCH 279/279] doc update

doc update
---
 docs/docker_compose.md |  2 +-
 docs/quickstart.md     | 12 +++++++-----
 2 files changed, 8 insertions(+), 6 deletions(-)

diff --git a/docs/docker_compose.md b/docs/docker_compose.md
index a97c0e5..c8e39ea 100644
--- a/docs/docker_compose.md
+++ b/docs/docker_compose.md
@@ -73,7 +73,7 @@ Development images are not published and must be built locally. If you make any
 
 The easiest method to build + run dev images is to just use the `dev` target instead of `prod` with `./tools/nemesis-ctl.sh` :
 ```bash
-./tools/nemesis-ctl.sh start dev [--monitoring] [--jupyter]
+./tools/nemesis-ctl.sh start dev [--monitoring] [--jupyter] [--llm]
 ```
 
 ### Step 1 - Configure environment variables
diff --git a/docs/quickstart.md b/docs/quickstart.md
index 6330c49..34794eb 100644
--- a/docs/quickstart.md
+++ b/docs/quickstart.md
@@ -52,10 +52,10 @@ To start Nemesis's core services, run the `./tools/nemesis-ctl.sh` script:
 ./tools/nemesis-ctl.sh start prod
 ```
 
-If you'd like to install the monitoring services and/or jupyter notebooks, use the associated optional command line arguments:
+If you'd like to install the monitoring services, jupyter notebooks, and/or LLM agents use the associated optional command line arguments:
 
 ```bash
-./tools/nemesis-ctl.sh start prod --monitoring --jupyter
+./tools/nemesis-ctl.sh start prod --monitoring --jupyter [--llm]
 ```
 `nemesis-ctl.sh` effectively is a wrapper for `docker compose` commands and is in charge of pulling and starting the appropriate published Nemesis docker images. In general, we recommend people use `nemesis-ctl.sh` instead of manually invoking `docker compose`. For more complex deployment scenarios, see Nemesis's [Docker Compose documentation](docker_compose.md) to understand what `nemesis-ctl.sh` does underneath.
 
@@ -96,17 +96,19 @@ Click on the "Help" button on the bottom left to view the additionally exposed N
 
 **NOTE:** The /jupyter/ route will only be available if you started with it enabled (`--jupyter`).
 
+**NOTE:** The /jupyter/ route will only be available if you started with it enabled (`--jupyter`).
+
 ![Nemesis services](images/nemesis-dashboard-services.png)
 
 ### Step 7: Shutting Nemesis Down
 
-To shutdown Nemesis, use the `nemesis-ctl.sh` script's `stop` or `clean` commands ***with the same arguments you used to start it***. For example, if you started it with monitoring and jupyter enabled, then run the following:
+To shutdown Nemesis, use the `nemesis-ctl.sh` script's `stop` or `clean` commands ***with the same arguments you used to start it***. For example, if you started it with monitoring, jupyter, or LLM support enabled, then run the following:
 - To stop Nemesis containers:
 ```bash
-./tools/nemesis-ctl.sh stop prod --monitoring --jupyter
+./tools/nemesis-ctl.sh stop prod --monitoring --jupyter --llm
 ```
 
 - To stop Nemesis containers and delete their associated volumes:
 ```bash
-./tools/nemesis-ctl.sh clean prod --monitoring --jupyter
+./tools/nemesis-ctl.sh clean prod --monitoring --jupyter --llm
 ```